warning: commands will be executed using /bin/sh
job 3018 at Tue Mar 25 19:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140321/YutaMouse20-140321/YutaMouse20-140321
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1591906 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 27913 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 27793 members 
Mstep: Class 5 contains 27970 members 
Mstep: Class 6 contains 28112 members 
Mstep: Class 7 contains 27681 members 
Mstep: Class 8 contains 27889 members 
Mstep: Class 9 contains 27867 members 
Mstep: Class 10 contains 27947 members 
Mstep: Class 11 contains 27972 members 
Mstep: Class 12 contains 27778 members 
Mstep: Class 13 contains 27909 members 
Mstep: Class 14 contains 28032 members 
Mstep: Class 15 contains 28156 members 
Mstep: Class 16 contains 27882 members 
Mstep: Class 17 contains 27972 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 6.942436 but Gain 599.773438
Score: -23116704.000000 Penalty: 10795.917969
Iteration 0F: 19 clusters Score -2.31167e+07 nChanged 501749
Entering Unmasked Mstep 
Mstep: Class 0 contains 2405 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 46580 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 294359 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 44574 members 
Mstep: Class 12 contains 9324 members 
Mstep: Class 14 contains 3039 members 
Mstep: Class 15 contains 9222 members 
Mstep: Class 16 contains 30309 members 
Mstep: Class 17 contains 529 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 57435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 189.301941 but Gain 599.772461
Score: -24876196.000000 Penalty: 10196.145508
Iteration 1F: 18 clusters Score -2.48762e+07 nChanged 153323
Entering Unmasked Mstep 
Mstep: Class 0 contains 2241 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 393329 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 25407 members 
Mstep: Class 12 contains 4155 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 40071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 200.900192 but Gain 599.773438
Score: -25018164.000000 Penalty: 9596.372070
Iteration 2F: 17 clusters Score -2.501816e+07 nChanged 60801
Entering Unmasked Mstep 
Mstep: Class 0 contains 552 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 20010 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 1631 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 9 contains 425463 members 
Mstep: Class 10 contains 321 members 
Mstep: Class 11 contains 16737 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 132.756897 but Gain 599.773438
Score: -25091694.000000 Penalty: 8996.598633
Iteration 3F: 16 clusters Score -2.509169e+07 nChanged 27073
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 16986 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 1534 members 
Mstep: Class 9 contains 431593 members 
Mstep: Class 11 contains 13838 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 42165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 303.206726 but Gain 599.773438
Score: -25118502.000000 Penalty: 8396.825195
Iteration 4F: 15 clusters Score -2.51185e+07 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 9 contains 430823 members 
Mstep: Class 11 contains 12403 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 18 contains 798 members 
Mstep: Class 19 contains 47631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 568.987427 but Gain 599.772949
Score: -25134354.000000 Penalty: 7797.052246
Iteration 5Q: 14 clusters Score -2.513435e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 1187 members 
Mstep: Class 9 contains 427922 members 
Mstep: Class 11 contains 11408 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 53232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25148704.000000 Penalty: 7797.052246
Iteration 6Q: 14 clusters Score -2.51487e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 9 contains 424111 members 
Mstep: Class 11 contains 10672 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 57736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25160882.000000 Penalty: 7797.052246
Iteration 7Q: 14 clusters Score -2.516088e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 6713 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 936 members 
Mstep: Class 9 contains 419902 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 1542 members 
Mstep: Class 18 contains 669 members 
Mstep: Class 19 contains 61013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25170052.000000 Penalty: 7797.052246
Iteration 8Q: 14 clusters Score -2.517005e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 7924 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 9 contains 415709 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 1682 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 63587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25177208.000000 Penalty: 7797.052246
Iteration 9Q: 14 clusters Score -2.517721e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 9 contains 411585 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 1836 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 65678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25183542.000000 Penalty: 7797.052246
Iteration 10Q: 14 clusters Score -2.518354e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 9 contains 407570 members 
Mstep: Class 11 contains 8494 members 
Mstep: Class 14 contains 1608 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 67358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25189482.000000 Penalty: 7797.052246
Iteration 11Q: 14 clusters Score -2.518948e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 13669 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 9 contains 403506 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 68676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25196288.000000 Penalty: 7797.052246
Iteration 12Q: 14 clusters Score -2.519629e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 4 contains 16454 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 9 contains 399484 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 1808 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 69721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25201848.000000 Penalty: 7797.052246
Iteration 13Q: 14 clusters Score -2.520185e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 9048 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 19545 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 9 contains 395682 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 14 contains 1302 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 70463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 597.747742 but Gain 599.773438
Score: -25208196.000000 Penalty: 7197.278809
Iteration 14Q: 13 clusters Score -2.52082e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 3834 members 
Mstep: Class 4 contains 22702 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 9 contains 392152 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 14 contains 1186 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 19 contains 71042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25214678.000000 Penalty: 7197.278809
Iteration 15Q: 13 clusters Score -2.521468e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 25922 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 9 contains 388840 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 19 contains 71194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25219722.000000 Penalty: 7197.278809
Iteration 16Q: 13 clusters Score -2.521972e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 29117 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 601 members 
Mstep: Class 9 contains 385758 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 19 contains 71162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25224880.000000 Penalty: 7197.278809
Iteration 17Q: 13 clusters Score -2.522488e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 32173 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 9 contains 382963 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 589 members 
Mstep: Class 19 contains 71002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 480.333374 but Gain 599.772949
Score: -25229894.000000 Penalty: 6597.505859
Iteration 18Q: 12 clusters Score -2.522989e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 8063 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 35379 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 9 contains 380546 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 19 contains 70736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25234402.000000 Penalty: 6597.505859
Iteration 19Q: 12 clusters Score -2.52344e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 38164 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 9 contains 377994 members 
Mstep: Class 11 contains 5718 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 19 contains 70433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25239070.000000 Penalty: 6597.505859
Iteration 20F: 12 clusters Score -2.523907e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 40653 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 9 contains 375448 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 19 contains 70096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25242880.000000 Penalty: 6597.505859
Iteration 21Q: 12 clusters Score -2.524288e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 43049 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 9 contains 373067 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 19 contains 69689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25246588.000000 Penalty: 6597.505859
Iteration 22Q: 12 clusters Score -2.524659e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 7409 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 45262 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 9 contains 370897 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 19 contains 69257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25249394.000000 Penalty: 6597.505859
Iteration 23Q: 12 clusters Score -2.524939e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 47325 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 1082 members 
Mstep: Class 9 contains 368902 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 19 contains 68861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25251758.000000 Penalty: 6597.505859
Iteration 24Q: 12 clusters Score -2.525176e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 49378 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 9 contains 366925 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 19 contains 68464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25254042.000000 Penalty: 6597.505859
Iteration 25Q: 12 clusters Score -2.525404e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 51388 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 364936 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 19 contains 68131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25255940.000000 Penalty: 6597.505859
Iteration 26Q: 12 clusters Score -2.525594e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 6952 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 53349 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1652 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 9 contains 362929 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 19 contains 67863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25258054.000000 Penalty: 6597.505859
Iteration 27Q: 12 clusters Score -2.525805e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 5700 members 
Mstep: Class 4 contains 55188 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 1445 members 
Mstep: Class 9 contains 361034 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 19 contains 67607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25259938.000000 Penalty: 6597.505859
Iteration 28Q: 12 clusters Score -2.525994e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 56970 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 9 contains 359151 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 19 contains 67411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25262032.000000 Penalty: 6597.505859
Iteration 29Q: 12 clusters Score -2.526203e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 58691 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1703 members 
Mstep: Class 7 contains 1607 members 
Mstep: Class 9 contains 357301 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 14 contains 874 members 
Mstep: Class 19 contains 67304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25263800.000000 Penalty: 6597.505859
Iteration 30Q: 12 clusters Score -2.52638e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 6040 members 
Mstep: Class 4 contains 60355 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 9 contains 355541 members 
Mstep: Class 11 contains 4744 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 19 contains 67173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25265616.000000 Penalty: 6597.505859
Iteration 31Q: 12 clusters Score -2.526562e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 61948 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 9 contains 353809 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 19 contains 67069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25267152.000000 Penalty: 6597.505859
Iteration 32Q: 12 clusters Score -2.526715e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 6585 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 63454 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1734 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 9 contains 352110 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 19 contains 66990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25268662.000000 Penalty: 6597.505859
Iteration 33Q: 12 clusters Score -2.526866e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 6539 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 64909 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 9 contains 350419 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 19 contains 66982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25270156.000000 Penalty: 6597.505859
Iteration 34Q: 12 clusters Score -2.527016e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 66295 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 9 contains 348792 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 19 contains 66989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25271614.000000 Penalty: 6597.505859
Iteration 35Q: 12 clusters Score -2.527161e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 6326 members 
Mstep: Class 4 contains 67661 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 9 contains 347154 members 
Mstep: Class 11 contains 4707 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 19 contains 67039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25273136.000000 Penalty: 6597.505859
Iteration 36Q: 12 clusters Score -2.527314e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 69001 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 9 contains 345532 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 14 contains 935 members 
Mstep: Class 19 contains 67092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25274460.000000 Penalty: 6597.505859
Iteration 37Q: 12 clusters Score -2.527446e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 70309 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 1768 members 
Mstep: Class 7 contains 2126 members 
Mstep: Class 9 contains 343989 members 
Mstep: Class 11 contains 4728 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 19 contains 67125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275518.000000 Penalty: 6597.505859
Iteration 38Q: 12 clusters Score -2.527552e+07 nChanged 2230
Entering ConstructFrom: 
Score: -25275518.000000 Penalty: 6597.505859
Entering ConstructFrom: 
Trying to split cluster 1 (25546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Entering Unmasked Estep 
Score: -1171398.875000 Penalty: 461.744751
	Iteration 0F: 2 clusters Score -1171399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1154432.500000 Penalty: 923.489502
	Iteration 0F: 3 clusters Score -1154432 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1161595.625000 Penalty: 923.489502
	Iteration 1F: 3 clusters Score -1161596 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1162338.875000 Penalty: 923.489502
	Iteration 2F: 3 clusters Score -1162339 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1163724.750000 Penalty: 923.489502
	Iteration 3F: 3 clusters Score -1163725 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1165642.125000 Penalty: 923.489502
	Iteration 4F: 3 clusters Score -1165642 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1167400.375000 Penalty: 923.489502
	Iteration 5F: 3 clusters Score -1167400 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1168373.500000 Penalty: 923.489502
	Iteration 6F: 3 clusters Score -1168374 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1168965.750000 Penalty: 923.489502
	Iteration 7Q: 3 clusters Score -1168966 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1169422.750000 Penalty: 923.489502
	Iteration 8Q: 3 clusters Score -1169423 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1169789.875000 Penalty: 923.489502
	Iteration 9Q: 3 clusters Score -1169790 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1170063.375000 Penalty: 923.489502
	Iteration 10Q: 3 clusters Score -1170063 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1170279.625000 Penalty: 923.489502
	Iteration 11Q: 3 clusters Score -1170280 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1170452.625000 Penalty: 923.489502
	Iteration 12Q: 3 clusters Score -1170453 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1170572.250000 Penalty: 923.489502
	Iteration 13Q: 3 clusters Score -1170572 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1170675.750000 Penalty: 923.489502
	Iteration 14Q: 3 clusters Score -1170676 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1170757.750000 Penalty: 923.489502
	Iteration 15Q: 3 clusters Score -1170758 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1170811.875000 Penalty: 923.489502
	Iteration 16Q: 3 clusters Score -1170812 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1170848.750000 Penalty: 923.489502
	Iteration 17Q: 3 clusters Score -1170849 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1170885.875000 Penalty: 923.489502
	Iteration 18Q: 3 clusters Score -1170886 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1170915.250000 Penalty: 923.489502
	Iteration 19Q: 3 clusters Score -1170915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1170944.625000 Penalty: 923.489502
	Iteration 20F: 3 clusters Score -1170945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1170974.375000 Penalty: 923.489502
	Iteration 21Q: 3 clusters Score -1170974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1171001.500000 Penalty: 923.489502
	Iteration 22Q: 3 clusters Score -1171002 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1171033.000000 Penalty: 923.489502
	Iteration 23Q: 3 clusters Score -1171033 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1171068.250000 Penalty: 923.489502
	Iteration 24Q: 3 clusters Score -1171068 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1171087.750000 Penalty: 923.489502
	Iteration 25Q: 3 clusters Score -1171088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1171104.125000 Penalty: 923.489502
	Iteration 26Q: 3 clusters Score -1171104 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1171118.500000 Penalty: 923.489502
	Iteration 27Q: 3 clusters Score -1171118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1171135.750000 Penalty: 923.489502
	Iteration 28Q: 3 clusters Score -1171136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1171154.375000 Penalty: 923.489502
	Iteration 29Q: 3 clusters Score -1171154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1171165.500000 Penalty: 923.489502
	Iteration 30Q: 3 clusters Score -1171166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1171180.375000 Penalty: 923.489502
	Iteration 31Q: 3 clusters Score -1171180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1171189.500000 Penalty: 923.489502
	Iteration 32Q: 3 clusters Score -1171190 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1171191.250000 Penalty: 923.489502
	Iteration 33Q: 3 clusters Score -1171191 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1171202.000000 Penalty: 923.489502
	Iteration 34Q: 3 clusters Score -1171202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1171209.500000 Penalty: 923.489502
	Iteration 35Q: 3 clusters Score -1171210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1171216.875000 Penalty: 923.489502
	Iteration 36Q: 3 clusters Score -1171217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1171220.000000 Penalty: 923.489502
	Iteration 37Q: 3 clusters Score -1171220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1171229.625000 Penalty: 923.489502
	Iteration 38Q: 3 clusters Score -1171230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1171238.750000 Penalty: 923.489502
	Iteration 39Q: 3 clusters Score -1171239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1171247.500000 Penalty: 923.489502
	Iteration 40F: 3 clusters Score -1171248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1171256.125000 Penalty: 923.489502
	Iteration 41Q: 3 clusters Score -1171256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1171258.000000 Penalty: 923.489502
	Iteration 42Q: 3 clusters Score -1171258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1171264.125000 Penalty: 923.489502
	Iteration 43Q: 3 clusters Score -1171264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1171264.750000 Penalty: 923.489502
	Iteration 44Q: 3 clusters Score -1171265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1171264.500000 Penalty: 923.489502
	Iteration 45Q: 3 clusters Score -1171264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1171271.000000 Penalty: 923.489502
	Iteration 46Q: 3 clusters Score -1171271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1171275.875000 Penalty: 923.489502
	Iteration 47Q: 3 clusters Score -1171276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1171274.125000 Penalty: 923.489502
	Iteration 48Q: 3 clusters Score -1171274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1171275.375000 Penalty: 923.489502
	Iteration 49Q: 3 clusters Score -1171275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1171276.250000 Penalty: 923.489502
	Iteration 50Q: 3 clusters Score -1171276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1171278.125000 Penalty: 923.489502
	Iteration 51Q: 3 clusters Score -1171278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1171278.625000 Penalty: 923.489502
	Iteration 52Q: 3 clusters Score -1171279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1171281.250000 Penalty: 923.489502
	Iteration 53Q: 3 clusters Score -1171281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1171281.625000 Penalty: 923.489502
	Iteration 54Q: 3 clusters Score -1171282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1171282.875000 Penalty: 923.489502
	Iteration 55Q: 3 clusters Score -1171283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1171282.625000 Penalty: 923.489502
	Iteration 56Q: 3 clusters Score -1171283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1171282.375000 Penalty: 923.489502
	Iteration 57Q: 3 clusters Score -1171282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1171287.375000 Penalty: 923.489502
	Iteration 58Q: 3 clusters Score -1171287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1171290.000000 Penalty: 923.489502
	Iteration 59Q: 3 clusters Score -1171290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1171289.000000 Penalty: 923.489502
	Iteration 60F: 3 clusters Score -1171289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1171288.500000 Penalty: 923.489502
	Iteration 61Q: 3 clusters Score -1171288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1171287.000000 Penalty: 923.489502
	Iteration 62Q: 3 clusters Score -1171287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1171287.875000 Penalty: 923.489502
	Iteration 63Q: 3 clusters Score -1171288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1171287.000000 Penalty: 923.489502
	Iteration 64Q: 3 clusters Score -1171287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1171285.625000 Penalty: 923.489502
	Iteration 65Q: 3 clusters Score -1171286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1171286.875000 Penalty: 923.489502
	Iteration 66Q: 3 clusters Score -1171287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1171291.000000 Penalty: 923.489502
	Iteration 67Q: 3 clusters Score -1171291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1171293.375000 Penalty: 923.489502
	Iteration 68Q: 3 clusters Score -1171293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1171291.875000 Penalty: 923.489502
	Iteration 69Q: 3 clusters Score -1171292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1171292.625000 Penalty: 923.489502
	Iteration 70Q: 3 clusters Score -1171293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1171291.375000 Penalty: 923.489502
	Iteration 71Q: 3 clusters Score -1171291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1171289.500000 Penalty: 923.489502
	Iteration 72Q: 3 clusters Score -1171290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1171290.375000 Penalty: 923.489502
	Iteration 73Q: 3 clusters Score -1171290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1171289.750000 Penalty: 923.489502
	Iteration 74Q: 3 clusters Score -1171290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1171288.875000 Penalty: 923.489502
	Iteration 75Q: 3 clusters Score -1171289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1171291.875000 Penalty: 923.489502
	Iteration 76Q: 3 clusters Score -1171292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1171295.500000 Penalty: 923.489502
	Iteration 77Q: 3 clusters Score -1171296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1171296.500000 Penalty: 923.489502
	Iteration 78Q: 3 clusters Score -1171296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1171295.625000 Penalty: 923.489502
	Iteration 79Q: 3 clusters Score -1171296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1171297.000000 Penalty: 923.489502
	Iteration 80F: 3 clusters Score -1171297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1171296.375000 Penalty: 923.489502
	Iteration 81Q: 3 clusters Score -1171296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1171296.375000 Penalty: 923.489502
	Iteration 82Q: 3 clusters Score -1171296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1171298.125000 Penalty: 923.489502
	Iteration 83Q: 3 clusters Score -1171298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1171296.125000 Penalty: 923.489502
	Iteration 84Q: 3 clusters Score -1171296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1171295.750000 Penalty: 923.489502
	Iteration 85Q: 3 clusters Score -1171296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1171293.625000 Penalty: 923.489502
	Iteration 86Q: 3 clusters Score -1171294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1171294.250000 Penalty: 923.489502
	Iteration 87Q: 3 clusters Score -1171294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1171295.000000 Penalty: 923.489502
	Iteration 88Q: 3 clusters Score -1171295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1171294.500000 Penalty: 923.489502
	Iteration 89Q: 3 clusters Score -1171294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1171297.125000 Penalty: 923.489502
	Iteration 90Q: 3 clusters Score -1171297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1171296.250000 Penalty: 923.489502
	Iteration 91Q: 3 clusters Score -1171296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1171297.375000 Penalty: 923.489502
	Iteration 92Q: 3 clusters Score -1171297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1171299.000000 Penalty: 923.489502
	Iteration 93Q: 3 clusters Score -1171299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1171296.625000 Penalty: 923.489502
	Iteration 94Q: 3 clusters Score -1171297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1171297.375000 Penalty: 923.489502
	Iteration 95Q: 3 clusters Score -1171297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1171297.625000 Penalty: 923.489502
	Iteration 96Q: 3 clusters Score -1171298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1171297.625000 Penalty: 923.489502
	Iteration 97F: 3 clusters Score -1171298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -306960.156250 Penalty: 398.421875
	Iteration 0F: 2 clusters Score -306960.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -302671.812500 Penalty: 796.843750
	Iteration 0F: 3 clusters Score -302671.8 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -304534.593750 Penalty: 796.843750
	Iteration 1F: 3 clusters Score -304534.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -304882.937500 Penalty: 796.843750
	Iteration 2F: 3 clusters Score -304882.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -305282.156250 Penalty: 796.843750
	Iteration 3F: 3 clusters Score -305282.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -305730.187500 Penalty: 796.843750
	Iteration 4F: 3 clusters Score -305730.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -306168.468750 Penalty: 796.843750
	Iteration 5F: 3 clusters Score -306168.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -306458.375000 Penalty: 796.843750
	Iteration 6F: 3 clusters Score -306458.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306560.875000 Penalty: 796.843750
	Iteration 7Q: 3 clusters Score -306560.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -306611.906250 Penalty: 796.843750
	Iteration 8Q: 3 clusters Score -306611.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -306652.937500 Penalty: 796.843750
	Iteration 9Q: 3 clusters Score -306652.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306689.687500 Penalty: 796.843750
	Iteration 10Q: 3 clusters Score -306689.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306722.031250 Penalty: 796.843750
	Iteration 11Q: 3 clusters Score -306722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -306741.625000 Penalty: 796.843750
	Iteration 12Q: 3 clusters Score -306741.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -306762.562500 Penalty: 796.843750
	Iteration 13Q: 3 clusters Score -306762.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306780.062500 Penalty: 796.843750
	Iteration 14Q: 3 clusters Score -306780.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -306806.218750 Penalty: 796.843750
	Iteration 15Q: 3 clusters Score -306806.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -306829.750000 Penalty: 796.843750
	Iteration 16Q: 3 clusters Score -306829.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -306846.937500 Penalty: 796.843750
	Iteration 17Q: 3 clusters Score -306846.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -306861.468750 Penalty: 796.843750
	Iteration 18Q: 3 clusters Score -306861.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -306872.500000 Penalty: 796.843750
	Iteration 19Q: 3 clusters Score -306872.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -306881.406250 Penalty: 796.843750
	Iteration 20F: 3 clusters Score -306881.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -306891.093750 Penalty: 796.843750
	Iteration 21Q: 3 clusters Score -306891.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -306899.000000 Penalty: 796.843750
	Iteration 22Q: 3 clusters Score -306899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306905.031250 Penalty: 796.843750
	Iteration 23Q: 3 clusters Score -306905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -306908.812500 Penalty: 796.843750
	Iteration 24Q: 3 clusters Score -306908.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -306913.656250 Penalty: 796.843750
	Iteration 25Q: 3 clusters Score -306913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -306916.125000 Penalty: 796.843750
	Iteration 26Q: 3 clusters Score -306916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -306916.968750 Penalty: 796.843750
	Iteration 27Q: 3 clusters Score -306917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -306916.906250 Penalty: 796.843750
	Iteration 28Q: 3 clusters Score -306916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -306917.062500 Penalty: 796.843750
	Iteration 29Q: 3 clusters Score -306917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -306917.875000 Penalty: 796.843750
	Iteration 30Q: 3 clusters Score -306917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306918.062500 Penalty: 796.843750
	Iteration 31Q: 3 clusters Score -306918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306917.843750 Penalty: 796.843750
	Iteration 32Q: 3 clusters Score -306917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306917.843750 Penalty: 796.843750
	Iteration 33F: 3 clusters Score -306917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -328287.375000 Penalty: 398.393219
	Iteration 0F: 2 clusters Score -328287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -324000.218750 Penalty: 796.786438
	Iteration 0F: 3 clusters Score -324000.2 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -325762.812500 Penalty: 796.786438
	Iteration 1F: 3 clusters Score -325762.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -325990.437500 Penalty: 796.786438
	Iteration 2F: 3 clusters Score -325990.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -326284.531250 Penalty: 796.786438
	Iteration 3F: 3 clusters Score -326284.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -326668.156250 Penalty: 796.786438
	Iteration 4F: 3 clusters Score -326668.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -327118.375000 Penalty: 796.786438
	Iteration 5F: 3 clusters Score -327118.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -327467.687500 Penalty: 796.786438
	Iteration 6F: 3 clusters Score -327467.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -327635.437500 Penalty: 796.786438
	Iteration 7Q: 3 clusters Score -327635.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -327719.156250 Penalty: 796.786438
	Iteration 8Q: 3 clusters Score -327719.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -327763.593750 Penalty: 796.786438
	Iteration 9Q: 3 clusters Score -327763.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -327793.468750 Penalty: 796.786438
	Iteration 10Q: 3 clusters Score -327793.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -327814.468750 Penalty: 796.786438
	Iteration 11Q: 3 clusters Score -327814.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -327829.656250 Penalty: 796.786438
	Iteration 12Q: 3 clusters Score -327829.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -327848.312500 Penalty: 796.786438
	Iteration 13Q: 3 clusters Score -327848.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -327867.062500 Penalty: 796.786438
	Iteration 14Q: 3 clusters Score -327867.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -327885.125000 Penalty: 796.786438
	Iteration 15Q: 3 clusters Score -327885.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -327900.750000 Penalty: 796.786438
	Iteration 16Q: 3 clusters Score -327900.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -327916.312500 Penalty: 796.786438
	Iteration 17Q: 3 clusters Score -327916.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -327930.968750 Penalty: 796.786438
	Iteration 18Q: 3 clusters Score -327931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -327943.343750 Penalty: 796.786438
	Iteration 19Q: 3 clusters Score -327943.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -327951.281250 Penalty: 796.786438
	Iteration 20F: 3 clusters Score -327951.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -327957.656250 Penalty: 796.786438
	Iteration 21Q: 3 clusters Score -327957.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -327961.156250 Penalty: 796.786438
	Iteration 22Q: 3 clusters Score -327961.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327964.062500 Penalty: 796.786438
	Iteration 23Q: 3 clusters Score -327964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -327966.718750 Penalty: 796.786438
	Iteration 24Q: 3 clusters Score -327966.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -327971.312500 Penalty: 796.786438
	Iteration 25Q: 3 clusters Score -327971.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -327974.406250 Penalty: 796.786438
	Iteration 26Q: 3 clusters Score -327974.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -327976.687500 Penalty: 796.786438
	Iteration 27Q: 3 clusters Score -327976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -327980.156250 Penalty: 796.786438
	Iteration 28Q: 3 clusters Score -327980.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -327983.718750 Penalty: 796.786438
	Iteration 29Q: 3 clusters Score -327983.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -327984.750000 Penalty: 796.786438
	Iteration 30Q: 3 clusters Score -327984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -327987.187500 Penalty: 796.786438
	Iteration 31Q: 3 clusters Score -327987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -327988.718750 Penalty: 796.786438
	Iteration 32Q: 3 clusters Score -327988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -327989.343750 Penalty: 796.786438
	Iteration 33Q: 3 clusters Score -327989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -327990.843750 Penalty: 796.786438
	Iteration 34Q: 3 clusters Score -327990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327991.437500 Penalty: 796.786438
	Iteration 35Q: 3 clusters Score -327991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327992.750000 Penalty: 796.786438
	Iteration 36Q: 3 clusters Score -327992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -327992.875000 Penalty: 796.786438
	Iteration 37Q: 3 clusters Score -327992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -327993.906250 Penalty: 796.786438
	Iteration 38Q: 3 clusters Score -327993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -327994.906250 Penalty: 796.786438
	Iteration 39Q: 3 clusters Score -327994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327994.437500 Penalty: 796.786438
	Iteration 40F: 3 clusters Score -327994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -327994.750000 Penalty: 796.786438
	Iteration 41Q: 3 clusters Score -327994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -327994.750000 Penalty: 796.786438
	Iteration 42Q: 3 clusters Score -327994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -327995.968750 Penalty: 796.786438
	Iteration 43Q: 3 clusters Score -327996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -327995.968750 Penalty: 796.786438
	Iteration 44Q: 3 clusters Score -327996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -327996.531250 Penalty: 796.786438
	Iteration 45Q: 3 clusters Score -327996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -327996.281250 Penalty: 796.786438
	Iteration 46Q: 3 clusters Score -327996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -327997.125000 Penalty: 796.786438
	Iteration 47Q: 3 clusters Score -327997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -327997.281250 Penalty: 796.786438
	Iteration 48Q: 3 clusters Score -327997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -327997.968750 Penalty: 796.786438
	Iteration 49Q: 3 clusters Score -327998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -327998.718750 Penalty: 796.786438
	Iteration 50Q: 3 clusters Score -327998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -327998.937500 Penalty: 796.786438
	Iteration 51Q: 3 clusters Score -327998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -327999.843750 Penalty: 796.786438
	Iteration 52Q: 3 clusters Score -327999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -328000.750000 Penalty: 796.786438
	Iteration 53Q: 3 clusters Score -328000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -328000.656250 Penalty: 796.786438
	Iteration 54Q: 3 clusters Score -328000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -328001.406250 Penalty: 796.786438
	Iteration 55Q: 3 clusters Score -328001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -328001.281250 Penalty: 796.786438
	Iteration 56Q: 3 clusters Score -328001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -328001.468750 Penalty: 796.786438
	Iteration 57Q: 3 clusters Score -328001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -328001.937500 Penalty: 796.786438
	Iteration 58Q: 3 clusters Score -328001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -328002.187500 Penalty: 796.786438
	Iteration 59Q: 3 clusters Score -328002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -328002.281250 Penalty: 796.786438
	Iteration 60F: 3 clusters Score -328002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -328002.562500 Penalty: 796.786438
	Iteration 61Q: 3 clusters Score -328002.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -328002.562500 Penalty: 796.786438
	Iteration 62F: 3 clusters Score -328002.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Entering Unmasked Estep 
Score: -3614083.000000 Penalty: 508.616089
	Iteration 0F: 2 clusters Score -3614083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -3565981.750000 Penalty: 1017.232178
	Iteration 0F: 3 clusters Score -3565982 nChanged 34847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3589285.250000 Penalty: 1017.232178
	Iteration 1F: 3 clusters Score -3589285 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3592043.250000 Penalty: 1017.232178
	Iteration 2F: 3 clusters Score -3592043 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3596066.750000 Penalty: 1017.232178
	Iteration 3F: 3 clusters Score -3596067 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3600859.250000 Penalty: 1017.232178
	Iteration 4F: 3 clusters Score -3600859 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3605089.500000 Penalty: 1017.232178
	Iteration 5F: 3 clusters Score -3605090 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3607662.500000 Penalty: 1017.232178
	Iteration 6Q: 3 clusters Score -3607662 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3608996.000000 Penalty: 1017.232178
	Iteration 7Q: 3 clusters Score -3608996 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3609867.000000 Penalty: 1017.232178
	Iteration 8Q: 3 clusters Score -3609867 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3610548.000000 Penalty: 1017.232178
	Iteration 9Q: 3 clusters Score -3610548 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3611071.000000 Penalty: 1017.232178
	Iteration 10Q: 3 clusters Score -3611071 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3611484.000000 Penalty: 1017.232178
	Iteration 11Q: 3 clusters Score -3611484 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3611798.250000 Penalty: 1017.232178
	Iteration 12Q: 3 clusters Score -3611798 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3612064.000000 Penalty: 1017.232178
	Iteration 13Q: 3 clusters Score -3612064 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3612304.500000 Penalty: 1017.232178
	Iteration 14Q: 3 clusters Score -3612304 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3612481.250000 Penalty: 1017.232178
	Iteration 15Q: 3 clusters Score -3612481 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3612619.250000 Penalty: 1017.232178
	Iteration 16Q: 3 clusters Score -3612619 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3612727.250000 Penalty: 1017.232178
	Iteration 17Q: 3 clusters Score -3612727 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3612827.500000 Penalty: 1017.232178
	Iteration 18Q: 3 clusters Score -3612828 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3612972.750000 Penalty: 1017.232178
	Iteration 19Q: 3 clusters Score -3612973 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3613087.500000 Penalty: 1017.232178
	Iteration 20F: 3 clusters Score -3613088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3613186.750000 Penalty: 1017.232178
	Iteration 21Q: 3 clusters Score -3613187 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3613260.500000 Penalty: 1017.232178
	Iteration 22Q: 3 clusters Score -3613260 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3613346.750000 Penalty: 1017.232178
	Iteration 23Q: 3 clusters Score -3613347 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3613403.500000 Penalty: 1017.232178
	Iteration 24Q: 3 clusters Score -3613404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3613467.750000 Penalty: 1017.232178
	Iteration 25Q: 3 clusters Score -3613468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3613507.250000 Penalty: 1017.232178
	Iteration 26Q: 3 clusters Score -3613507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3613521.750000 Penalty: 1017.232178
	Iteration 27Q: 3 clusters Score -3613522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3613554.250000 Penalty: 1017.232178
	Iteration 28Q: 3 clusters Score -3613554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3613573.000000 Penalty: 1017.232178
	Iteration 29Q: 3 clusters Score -3613573 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3613583.500000 Penalty: 1017.232178
	Iteration 30Q: 3 clusters Score -3613584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3613597.000000 Penalty: 1017.232178
	Iteration 31Q: 3 clusters Score -3613597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3613602.500000 Penalty: 1017.232178
	Iteration 32Q: 3 clusters Score -3613602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3613619.250000 Penalty: 1017.232178
	Iteration 33Q: 3 clusters Score -3613619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3613625.000000 Penalty: 1017.232178
	Iteration 34Q: 3 clusters Score -3613625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70348 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3613633.250000 Penalty: 1017.232178
	Iteration 35Q: 3 clusters Score -3613633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3613634.000000 Penalty: 1017.232178
	Iteration 36Q: 3 clusters Score -3613634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3613644.000000 Penalty: 1017.232178
	Iteration 37Q: 3 clusters Score -3613644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3613648.000000 Penalty: 1017.232178
	Iteration 38Q: 3 clusters Score -3613648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3613652.500000 Penalty: 1017.232178
	Iteration 39Q: 3 clusters Score -3613652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3613651.500000 Penalty: 1017.232178
	Iteration 40F: 3 clusters Score -3613652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3613659.750000 Penalty: 1017.232178
	Iteration 41Q: 3 clusters Score -3613660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3613662.000000 Penalty: 1017.232178
	Iteration 42Q: 3 clusters Score -3613662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3613675.250000 Penalty: 1017.232178
	Iteration 43Q: 3 clusters Score -3613675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3613683.000000 Penalty: 1017.232178
	Iteration 44Q: 3 clusters Score -3613683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3613689.500000 Penalty: 1017.232178
	Iteration 45Q: 3 clusters Score -3613690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3613692.750000 Penalty: 1017.232178
	Iteration 46Q: 3 clusters Score -3613693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3613700.750000 Penalty: 1017.232178
	Iteration 47Q: 3 clusters Score -3613701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3613697.500000 Penalty: 1017.232178
	Iteration 48Q: 3 clusters Score -3613698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3613701.000000 Penalty: 1017.232178
	Iteration 49Q: 3 clusters Score -3613701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3613706.000000 Penalty: 1017.232178
	Iteration 50Q: 3 clusters Score -3613706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3613703.250000 Penalty: 1017.232178
	Iteration 51Q: 3 clusters Score -3613703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3613703.750000 Penalty: 1017.232178
	Iteration 52Q: 3 clusters Score -3613704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3613706.500000 Penalty: 1017.232178
	Iteration 53Q: 3 clusters Score -3613706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3613715.000000 Penalty: 1017.232178
	Iteration 54Q: 3 clusters Score -3613715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3613719.500000 Penalty: 1017.232178
	Iteration 55Q: 3 clusters Score -3613720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3613717.750000 Penalty: 1017.232178
	Iteration 56Q: 3 clusters Score -3613718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3613717.000000 Penalty: 1017.232178
	Iteration 57Q: 3 clusters Score -3613717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3613717.250000 Penalty: 1017.232178
	Iteration 58Q: 3 clusters Score -3613717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3613719.000000 Penalty: 1017.232178
	Iteration 59Q: 3 clusters Score -3613719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3613719.000000 Penalty: 1017.232178
	Iteration 60F: 3 clusters Score -3613719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -65560.656250 Penalty: 332.993561
	Iteration 0F: 2 clusters Score -65560.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -64431.203125 Penalty: 665.987122
	Iteration 0F: 3 clusters Score -64431.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64879.062500 Penalty: 665.987122
	Iteration 1F: 3 clusters Score -64879.06 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65184.617188 Penalty: 665.987122
	Iteration 2F: 3 clusters Score -65184.62 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -65753.929688 Penalty: 665.987122
	Iteration 3F: 3 clusters Score -65753.93 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -66316.296875 Penalty: 665.987122
	Iteration 4F: 3 clusters Score -66316.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -66589.296875 Penalty: 665.987122
	Iteration 5F: 3 clusters Score -66589.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -66698.843750 Penalty: 665.987122
	Iteration 6F: 3 clusters Score -66698.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -66723.343750 Penalty: 665.987122
	Iteration 7Q: 3 clusters Score -66723.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -66725.734375 Penalty: 665.987122
	Iteration 8Q: 3 clusters Score -66725.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66726.070312 Penalty: 665.987122
	Iteration 9Q: 3 clusters Score -66726.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66726.070312 Penalty: 665.987122
	Iteration 10F: 3 clusters Score -66726.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 342496 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 19 contains 67174 members 
Entering Unmasked Estep 
Score: -25277084.000000 Penalty: 7197.278809
Splitting cluster 5 changes total score from -25275518.000000 to -25277084.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -74058.406250 Penalty: 340.282440
	Iteration 0F: 2 clusters Score -74058.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -72969.906250 Penalty: 680.564880
	Iteration 0F: 3 clusters Score -72969.91 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -74470.437500 Penalty: 680.564880
	Iteration 1F: 3 clusters Score -74470.44 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -75020.054688 Penalty: 680.564880
	Iteration 2F: 3 clusters Score -75020.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -75332.664062 Penalty: 680.564880
	Iteration 3F: 3 clusters Score -75332.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -75417.070312 Penalty: 680.564880
	Iteration 4Q: 3 clusters Score -75417.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -75426.296875 Penalty: 680.564880
	Iteration 5Q: 3 clusters Score -75426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -75426.546875 Penalty: 680.564880
	Iteration 6Q: 3 clusters Score -75426.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -75426.546875 Penalty: 680.564880
	Iteration 7F: 3 clusters Score -75426.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 342496 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 19 contains 67174 members 
Entering Unmasked Estep 
Score: -25278152.000000 Penalty: 7797.052246
Splitting cluster 6 changes total score from -25275518.000000 to -25278152.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -94902.859375 Penalty: 349.762146
	Iteration 0F: 2 clusters Score -94902.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93404.976562 Penalty: 699.524292
	Iteration 0F: 3 clusters Score -93404.98 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -94136.578125 Penalty: 699.524292
	Iteration 1F: 3 clusters Score -94136.58 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -94511.632812 Penalty: 699.524292
	Iteration 2F: 3 clusters Score -94511.63 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -94850.179688 Penalty: 699.524292
	Iteration 3F: 3 clusters Score -94850.18 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95041.101562 Penalty: 699.524292
	Iteration 4F: 3 clusters Score -95041.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95122.484375 Penalty: 699.524292
	Iteration 5Q: 3 clusters Score -95122.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95141.789062 Penalty: 699.524292
	Iteration 6Q: 3 clusters Score -95141.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95150.507812 Penalty: 699.524292
	Iteration 7Q: 3 clusters Score -95150.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95160.789062 Penalty: 699.524292
	Iteration 8Q: 3 clusters Score -95160.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95170.757812 Penalty: 699.524292
	Iteration 9Q: 3 clusters Score -95170.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95174.500000 Penalty: 699.524292
	Iteration 10Q: 3 clusters Score -95174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95175.218750 Penalty: 699.524292
	Iteration 11Q: 3 clusters Score -95175.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95177.007812 Penalty: 699.524292
	Iteration 12Q: 3 clusters Score -95177.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95180.031250 Penalty: 699.524292
	Iteration 13Q: 3 clusters Score -95180.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95181.960938 Penalty: 699.524292
	Iteration 14Q: 3 clusters Score -95181.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95182.992188 Penalty: 699.524292
	Iteration 15Q: 3 clusters Score -95182.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -95183.351562 Penalty: 699.524292
	Iteration 16Q: 3 clusters Score -95183.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -95183.492188 Penalty: 699.524292
	Iteration 17Q: 3 clusters Score -95183.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95183.578125 Penalty: 699.524292
	Iteration 18Q: 3 clusters Score -95183.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -95183.578125 Penalty: 699.524292
	Iteration 19F: 3 clusters Score -95183.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 342496 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 19 contains 67174 members 
Entering Unmasked Estep 
Score: -25278138.000000 Penalty: 8396.825195
Splitting cluster 7 changes total score from -25275518.000000 to -25278138.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (342496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342496 members 
Entering Unmasked Estep 
Score: -16708786.000000 Penalty: 579.852722
	Iteration 0F: 2 clusters Score -1.670879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -16511640.000000 Penalty: 1159.705444
	Iteration 0F: 3 clusters Score -1.651164e+07 nChanged 169124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -16621754.000000 Penalty: 1159.705444
	Iteration 1F: 3 clusters Score -1.662175e+07 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140315 members 
Mstep: Class 2 contains 202181 members 
Entering Unmasked Estep 
Score: -16632680.000000 Penalty: 1159.705444
	Iteration 2F: 3 clusters Score -1.663268e+07 nChanged 22424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 212431 members 
Entering Unmasked Estep 
Score: -16650251.000000 Penalty: 1159.705444
	Iteration 3F: 3 clusters Score -1.665025e+07 nChanged 23646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 220673 members 
Entering Unmasked Estep 
Score: -16672713.000000 Penalty: 1159.705444
	Iteration 4F: 3 clusters Score -1.667271e+07 nChanged 22267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 224574 members 
Entering Unmasked Estep 
Score: -16690763.000000 Penalty: 1159.705444
	Iteration 5F: 3 clusters Score -1.669076e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 226315 members 
Entering Unmasked Estep 
Score: -16697696.000000 Penalty: 1159.705444
	Iteration 6Q: 3 clusters Score -1.66977e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -16699756.000000 Penalty: 1159.705444
	Iteration 7Q: 3 clusters Score -1.669976e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 229928 members 
Entering Unmasked Estep 
Score: -16700829.000000 Penalty: 1159.705444
	Iteration 8Q: 3 clusters Score -1.670083e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 231918 members 
Entering Unmasked Estep 
Score: -16701701.000000 Penalty: 1159.705444
	Iteration 9Q: 3 clusters Score -1.67017e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 234010 members 
Entering Unmasked Estep 
Score: -16702365.000000 Penalty: 1159.705444
	Iteration 10Q: 3 clusters Score -1.670236e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 236042 members 
Entering Unmasked Estep 
Score: -16703065.000000 Penalty: 1159.705444
	Iteration 11Q: 3 clusters Score -1.670306e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 238088 members 
Entering Unmasked Estep 
Score: -16703614.000000 Penalty: 1159.705444
	Iteration 12Q: 3 clusters Score -1.670361e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 240236 members 
Entering Unmasked Estep 
Score: -16704167.000000 Penalty: 1159.705444
	Iteration 13Q: 3 clusters Score -1.670417e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 242380 members 
Entering Unmasked Estep 
Score: -16704864.000000 Penalty: 1159.705444
	Iteration 14Q: 3 clusters Score -1.670486e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 244645 members 
Entering Unmasked Estep 
Score: -16705419.000000 Penalty: 1159.705444
	Iteration 15Q: 3 clusters Score -1.670542e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 246995 members 
Entering Unmasked Estep 
Score: -16705993.000000 Penalty: 1159.705444
	Iteration 16Q: 3 clusters Score -1.670599e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 249358 members 
Entering Unmasked Estep 
Score: -16706530.000000 Penalty: 1159.705444
	Iteration 17Q: 3 clusters Score -1.670653e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 251688 members 
Entering Unmasked Estep 
Score: -16706925.000000 Penalty: 1159.705444
	Iteration 18Q: 3 clusters Score -1.670692e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 254028 members 
Entering Unmasked Estep 
Score: -16707258.000000 Penalty: 1159.705444
	Iteration 19Q: 3 clusters Score -1.670726e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 256398 members 
Entering Unmasked Estep 
Score: -16707572.000000 Penalty: 1159.705444
	Iteration 20F: 3 clusters Score -1.670757e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 258791 members 
Entering Unmasked Estep 
Score: -16707943.000000 Penalty: 1159.705444
	Iteration 21Q: 3 clusters Score -1.670794e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 261221 members 
Entering Unmasked Estep 
Score: -16708285.000000 Penalty: 1159.705444
	Iteration 22Q: 3 clusters Score -1.670828e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 263634 members 
Entering Unmasked Estep 
Score: -16708504.000000 Penalty: 1159.705444
	Iteration 23Q: 3 clusters Score -1.67085e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 266061 members 
Entering Unmasked Estep 
Score: -16708779.000000 Penalty: 1159.705444
	Iteration 24Q: 3 clusters Score -1.670878e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 268343 members 
Entering Unmasked Estep 
Score: -16709085.000000 Penalty: 1159.705444
	Iteration 25Q: 3 clusters Score -1.670908e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 270527 members 
Entering Unmasked Estep 
Score: -16709269.000000 Penalty: 1159.705444
	Iteration 26Q: 3 clusters Score -1.670927e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 272709 members 
Entering Unmasked Estep 
Score: -16709614.000000 Penalty: 1159.705444
	Iteration 27Q: 3 clusters Score -1.670961e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 274929 members 
Entering Unmasked Estep 
Score: -16709852.000000 Penalty: 1159.705444
	Iteration 28Q: 3 clusters Score -1.670985e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 277016 members 
Entering Unmasked Estep 
Score: -16710278.000000 Penalty: 1159.705444
	Iteration 29Q: 3 clusters Score -1.671028e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 279031 members 
Entering Unmasked Estep 
Score: -16710579.000000 Penalty: 1159.705444
	Iteration 30Q: 3 clusters Score -1.671058e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 280982 members 
Entering Unmasked Estep 
Score: -16710735.000000 Penalty: 1159.705444
	Iteration 31Q: 3 clusters Score -1.671074e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 282905 members 
Entering Unmasked Estep 
Score: -16710891.000000 Penalty: 1159.705444
	Iteration 32Q: 3 clusters Score -1.671089e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 284813 members 
Entering Unmasked Estep 
Score: -16710947.000000 Penalty: 1159.705444
	Iteration 33Q: 3 clusters Score -1.671095e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 286736 members 
Entering Unmasked Estep 
Score: -16711109.000000 Penalty: 1159.705444
	Iteration 34Q: 3 clusters Score -1.671111e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 288608 members 
Entering Unmasked Estep 
Score: -16711252.000000 Penalty: 1159.705444
	Iteration 35Q: 3 clusters Score -1.671125e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 290409 members 
Entering Unmasked Estep 
Score: -16711319.000000 Penalty: 1159.705444
	Iteration 36Q: 3 clusters Score -1.671132e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 292038 members 
Entering Unmasked Estep 
Score: -16711465.000000 Penalty: 1159.705444
	Iteration 37Q: 3 clusters Score -1.671146e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 293582 members 
Entering Unmasked Estep 
Score: -16711473.000000 Penalty: 1159.705444
	Iteration 38Q: 3 clusters Score -1.671147e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 295094 members 
Entering Unmasked Estep 
Score: -16711480.000000 Penalty: 1159.705444
	Iteration 39Q: 3 clusters Score -1.671148e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 296499 members 
Entering Unmasked Estep 
Score: -16711498.000000 Penalty: 1159.705444
	Iteration 40F: 3 clusters Score -1.67115e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 297836 members 
Entering Unmasked Estep 
Score: -16711635.000000 Penalty: 1159.705444
	Iteration 41Q: 3 clusters Score -1.671164e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 299169 members 
Entering Unmasked Estep 
Score: -16711809.000000 Penalty: 1159.705444
	Iteration 42Q: 3 clusters Score -1.671181e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 300484 members 
Entering Unmasked Estep 
Score: -16711907.000000 Penalty: 1159.705444
	Iteration 43Q: 3 clusters Score -1.671191e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 301813 members 
Entering Unmasked Estep 
Score: -16711717.000000 Penalty: 1159.705444
	Iteration 44Q: 3 clusters Score -1.671172e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 303087 members 
Entering Unmasked Estep 
Score: -16711870.000000 Penalty: 1159.705444
	Iteration 45Q: 3 clusters Score -1.671187e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 304339 members 
Entering Unmasked Estep 
Score: -16712069.000000 Penalty: 1159.705444
	Iteration 46Q: 3 clusters Score -1.671207e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 305635 members 
Entering Unmasked Estep 
Score: -16712035.000000 Penalty: 1159.705444
	Iteration 47Q: 3 clusters Score -1.671204e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 306898 members 
Entering Unmasked Estep 
Score: -16712089.000000 Penalty: 1159.705444
	Iteration 48Q: 3 clusters Score -1.671209e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 308222 members 
Entering Unmasked Estep 
Score: -16712156.000000 Penalty: 1159.705444
	Iteration 49Q: 3 clusters Score -1.671216e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 309439 members 
Entering Unmasked Estep 
Score: -16712362.000000 Penalty: 1159.705444
	Iteration 50Q: 3 clusters Score -1.671236e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 310661 members 
Entering Unmasked Estep 
Score: -16712489.000000 Penalty: 1159.705444
	Iteration 51Q: 3 clusters Score -1.671249e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 311864 members 
Entering Unmasked Estep 
Score: -16712628.000000 Penalty: 1159.705444
	Iteration 52Q: 3 clusters Score -1.671263e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 313048 members 
Entering Unmasked Estep 
Score: -16712597.000000 Penalty: 1159.705444
	Iteration 53Q: 3 clusters Score -1.67126e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 314203 members 
Entering Unmasked Estep 
Score: -16712799.000000 Penalty: 1159.705444
	Iteration 54Q: 3 clusters Score -1.67128e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 315333 members 
Entering Unmasked Estep 
Score: -16712889.000000 Penalty: 1159.705444
	Iteration 55Q: 3 clusters Score -1.671289e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 316449 members 
Entering Unmasked Estep 
Score: -16712991.000000 Penalty: 1159.705444
	Iteration 56Q: 3 clusters Score -1.671299e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 317519 members 
Entering Unmasked Estep 
Score: -16712986.000000 Penalty: 1159.705444
	Iteration 57Q: 3 clusters Score -1.671299e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 318595 members 
Entering Unmasked Estep 
Score: -16713044.000000 Penalty: 1159.705444
	Iteration 58Q: 3 clusters Score -1.671304e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 319665 members 
Entering Unmasked Estep 
Score: -16713137.000000 Penalty: 1159.705444
	Iteration 59Q: 3 clusters Score -1.671314e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 320748 members 
Entering Unmasked Estep 
Score: -16713223.000000 Penalty: 1159.705444
	Iteration 60F: 3 clusters Score -1.671322e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 321785 members 
Entering Unmasked Estep 
Score: -16713338.000000 Penalty: 1159.705444
	Iteration 61Q: 3 clusters Score -1.671334e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 322771 members 
Entering Unmasked Estep 
Score: -16713427.000000 Penalty: 1159.705444
	Iteration 62Q: 3 clusters Score -1.671343e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 323706 members 
Entering Unmasked Estep 
Score: -16713482.000000 Penalty: 1159.705444
	Iteration 63Q: 3 clusters Score -1.671348e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 324535 members 
Entering Unmasked Estep 
Score: -16713545.000000 Penalty: 1159.705444
	Iteration 64Q: 3 clusters Score -1.671354e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 325335 members 
Entering Unmasked Estep 
Score: -16713614.000000 Penalty: 1159.705444
	Iteration 65Q: 3 clusters Score -1.671361e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 326126 members 
Entering Unmasked Estep 
Score: -16713718.000000 Penalty: 1159.705444
	Iteration 66Q: 3 clusters Score -1.671372e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 326866 members 
Entering Unmasked Estep 
Score: -16713754.000000 Penalty: 1159.705444
	Iteration 67Q: 3 clusters Score -1.671375e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 327611 members 
Entering Unmasked Estep 
Score: -16713785.000000 Penalty: 1159.705444
	Iteration 68Q: 3 clusters Score -1.671378e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 328312 members 
Entering Unmasked Estep 
Score: -16713810.000000 Penalty: 1159.705444
	Iteration 69Q: 3 clusters Score -1.671381e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 328974 members 
Entering Unmasked Estep 
Score: -16713801.000000 Penalty: 1159.705444
	Iteration 70Q: 3 clusters Score -1.67138e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 329579 members 
Entering Unmasked Estep 
Score: -16713772.000000 Penalty: 1159.705444
	Iteration 71Q: 3 clusters Score -1.671377e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 330127 members 
Entering Unmasked Estep 
Score: -16713718.000000 Penalty: 1159.705444
	Iteration 72Q: 3 clusters Score -1.671372e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 330641 members 
Entering Unmasked Estep 
Score: -16713724.000000 Penalty: 1159.705444
	Iteration 73Q: 3 clusters Score -1.671372e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 331109 members 
Entering Unmasked Estep 
Score: -16713791.000000 Penalty: 1159.705444
	Iteration 74Q: 3 clusters Score -1.671379e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 331517 members 
Entering Unmasked Estep 
Score: -16713854.000000 Penalty: 1159.705444
	Iteration 75Q: 3 clusters Score -1.671385e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 331884 members 
Entering Unmasked Estep 
Score: -16713912.000000 Penalty: 1159.705444
	Iteration 76Q: 3 clusters Score -1.671391e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 332235 members 
Entering Unmasked Estep 
Score: -16713913.000000 Penalty: 1159.705444
	Iteration 77Q: 3 clusters Score -1.671391e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 332558 members 
Entering Unmasked Estep 
Score: -16713913.000000 Penalty: 1159.705444
	Iteration 78Q: 3 clusters Score -1.671391e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 332874 members 
Entering Unmasked Estep 
Score: -16713949.000000 Penalty: 1159.705444
	Iteration 79Q: 3 clusters Score -1.671395e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 333173 members 
Entering Unmasked Estep 
Score: -16713950.000000 Penalty: 1159.705444
	Iteration 80F: 3 clusters Score -1.671395e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 333442 members 
Entering Unmasked Estep 
Score: -16713996.000000 Penalty: 1159.705444
	Iteration 81Q: 3 clusters Score -1.6714e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 333665 members 
Entering Unmasked Estep 
Score: -16713918.000000 Penalty: 1159.705444
	Iteration 82Q: 3 clusters Score -1.671392e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 333882 members 
Entering Unmasked Estep 
Score: -16713850.000000 Penalty: 1159.705444
	Iteration 83Q: 3 clusters Score -1.671385e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 334097 members 
Entering Unmasked Estep 
Score: -16713815.000000 Penalty: 1159.705444
	Iteration 84Q: 3 clusters Score -1.671382e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 334289 members 
Entering Unmasked Estep 
Score: -16713738.000000 Penalty: 1159.705444
	Iteration 85Q: 3 clusters Score -1.671374e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 334481 members 
Entering Unmasked Estep 
Score: -16713692.000000 Penalty: 1159.705444
	Iteration 86Q: 3 clusters Score -1.671369e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 334672 members 
Entering Unmasked Estep 
Score: -16713591.000000 Penalty: 1159.705444
	Iteration 87Q: 3 clusters Score -1.671359e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 334851 members 
Entering Unmasked Estep 
Score: -16713499.000000 Penalty: 1159.705444
	Iteration 88Q: 3 clusters Score -1.67135e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 335007 members 
Entering Unmasked Estep 
Score: -16713432.000000 Penalty: 1159.705444
	Iteration 89Q: 3 clusters Score -1.671343e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 335144 members 
Entering Unmasked Estep 
Score: -16713426.000000 Penalty: 1159.705444
	Iteration 90Q: 3 clusters Score -1.671343e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 335266 members 
Entering Unmasked Estep 
Score: -16713404.000000 Penalty: 1159.705444
	Iteration 91Q: 3 clusters Score -1.67134e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 335368 members 
Entering Unmasked Estep 
Score: -16713386.000000 Penalty: 1159.705444
	Iteration 92Q: 3 clusters Score -1.671339e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 335458 members 
Entering Unmasked Estep 
Score: -16713360.000000 Penalty: 1159.705444
	Iteration 93Q: 3 clusters Score -1.671336e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 335537 members 
Entering Unmasked Estep 
Score: -16713347.000000 Penalty: 1159.705444
	Iteration 94Q: 3 clusters Score -1.671335e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 335610 members 
Entering Unmasked Estep 
Score: -16713305.000000 Penalty: 1159.705444
	Iteration 95Q: 3 clusters Score -1.67133e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 335684 members 
Entering Unmasked Estep 
Score: -16713298.000000 Penalty: 1159.705444
	Iteration 96Q: 3 clusters Score -1.67133e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 335746 members 
Entering Unmasked Estep 
Score: -16713269.000000 Penalty: 1159.705444
	Iteration 97Q: 3 clusters Score -1.671327e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 335800 members 
Entering Unmasked Estep 
Score: -16713273.000000 Penalty: 1159.705444
	Iteration 98Q: 3 clusters Score -1.671327e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 335866 members 
Entering Unmasked Estep 
Score: -16713258.000000 Penalty: 1159.705444
	Iteration 99Q: 3 clusters Score -1.671326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 335938 members 
Entering Unmasked Estep 
Score: -16713231.000000 Penalty: 1159.705444
	Iteration 100F: 3 clusters Score -1.671323e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 336001 members 
Entering Unmasked Estep 
Score: -16713220.000000 Penalty: 1159.705444
	Iteration 101Q: 3 clusters Score -1.671322e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 336062 members 
Entering Unmasked Estep 
Score: -16713183.000000 Penalty: 1159.705444
	Iteration 102Q: 3 clusters Score -1.671318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 336121 members 
Entering Unmasked Estep 
Score: -16713175.000000 Penalty: 1159.705444
	Iteration 103Q: 3 clusters Score -1.671318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 336164 members 
Entering Unmasked Estep 
Score: -16713135.000000 Penalty: 1159.705444
	Iteration 104Q: 3 clusters Score -1.671314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 336206 members 
Entering Unmasked Estep 
Score: -16713116.000000 Penalty: 1159.705444
	Iteration 105Q: 3 clusters Score -1.671312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 336237 members 
Entering Unmasked Estep 
Score: -16713108.000000 Penalty: 1159.705444
	Iteration 106Q: 3 clusters Score -1.671311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 336257 members 
Entering Unmasked Estep 
Score: -16713102.000000 Penalty: 1159.705444
	Iteration 107Q: 3 clusters Score -1.67131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 336283 members 
Entering Unmasked Estep 
Score: -16713079.000000 Penalty: 1159.705444
	Iteration 108Q: 3 clusters Score -1.671308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 336313 members 
Entering Unmasked Estep 
Score: -16713064.000000 Penalty: 1159.705444
	Iteration 109Q: 3 clusters Score -1.671306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 336334 members 
Entering Unmasked Estep 
Score: -16713043.000000 Penalty: 1159.705444
	Iteration 110Q: 3 clusters Score -1.671304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 336347 members 
Entering Unmasked Estep 
Score: -16713034.000000 Penalty: 1159.705444
	Iteration 111Q: 3 clusters Score -1.671303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 336358 members 
Entering Unmasked Estep 
Score: -16713034.000000 Penalty: 1159.705444
	Iteration 112Q: 3 clusters Score -1.671303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 336369 members 
Entering Unmasked Estep 
Score: -16713032.000000 Penalty: 1159.705444
	Iteration 113Q: 3 clusters Score -1.671303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 336377 members 
Entering Unmasked Estep 
Score: -16713035.000000 Penalty: 1159.705444
	Iteration 114Q: 3 clusters Score -1.671304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 336388 members 
Entering Unmasked Estep 
Score: -16713038.000000 Penalty: 1159.705444
	Iteration 115Q: 3 clusters Score -1.671304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 336399 members 
Entering Unmasked Estep 
Score: -16713032.000000 Penalty: 1159.705444
	Iteration 116Q: 3 clusters Score -1.671303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 336412 members 
Entering Unmasked Estep 
Score: -16713032.000000 Penalty: 1159.705444
	Iteration 117Q: 3 clusters Score -1.671303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 336433 members 
Entering Unmasked Estep 
Score: -16713029.000000 Penalty: 1159.705444
	Iteration 118Q: 3 clusters Score -1.671303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 336451 members 
Entering Unmasked Estep 
Score: -16713014.000000 Penalty: 1159.705444
	Iteration 119Q: 3 clusters Score -1.671301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 336465 members 
Entering Unmasked Estep 
Score: -16713008.000000 Penalty: 1159.705444
	Iteration 120F: 3 clusters Score -1.671301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 336473 members 
Entering Unmasked Estep 
Score: -16713017.000000 Penalty: 1159.705444
	Iteration 121Q: 3 clusters Score -1.671302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 336485 members 
Entering Unmasked Estep 
Score: -16713017.000000 Penalty: 1159.705444
	Iteration 122Q: 3 clusters Score -1.671302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 336499 members 
Entering Unmasked Estep 
Score: -16713010.000000 Penalty: 1159.705444
	Iteration 123Q: 3 clusters Score -1.671301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 336517 members 
Entering Unmasked Estep 
Score: -16712998.000000 Penalty: 1159.705444
	Iteration 124Q: 3 clusters Score -1.6713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 336534 members 
Entering Unmasked Estep 
Score: -16713004.000000 Penalty: 1159.705444
	Iteration 125Q: 3 clusters Score -1.6713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 336552 members 
Entering Unmasked Estep 
Score: -16712988.000000 Penalty: 1159.705444
	Iteration 126Q: 3 clusters Score -1.671299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 336565 members 
Entering Unmasked Estep 
Score: -16713007.000000 Penalty: 1159.705444
	Iteration 127Q: 3 clusters Score -1.671301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 336575 members 
Entering Unmasked Estep 
Score: -16712989.000000 Penalty: 1159.705444
	Iteration 128Q: 3 clusters Score -1.671299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 336589 members 
Entering Unmasked Estep 
Score: -16712997.000000 Penalty: 1159.705444
	Iteration 129Q: 3 clusters Score -1.6713e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 336611 members 
Entering Unmasked Estep 
Score: -16712971.000000 Penalty: 1159.705444
	Iteration 130Q: 3 clusters Score -1.671297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 336627 members 
Entering Unmasked Estep 
Score: -16712976.000000 Penalty: 1159.705444
	Iteration 131Q: 3 clusters Score -1.671298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 336640 members 
Entering Unmasked Estep 
Score: -16712964.000000 Penalty: 1159.705444
	Iteration 132Q: 3 clusters Score -1.671296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 336650 members 
Entering Unmasked Estep 
Score: -16712962.000000 Penalty: 1159.705444
	Iteration 133Q: 3 clusters Score -1.671296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 336660 members 
Entering Unmasked Estep 
Score: -16712939.000000 Penalty: 1159.705444
	Iteration 134Q: 3 clusters Score -1.671294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 336674 members 
Entering Unmasked Estep 
Score: -16712948.000000 Penalty: 1159.705444
	Iteration 135Q: 3 clusters Score -1.671295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 336687 members 
Entering Unmasked Estep 
Score: -16712943.000000 Penalty: 1159.705444
	Iteration 136Q: 3 clusters Score -1.671294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 336700 members 
Entering Unmasked Estep 
Score: -16712929.000000 Penalty: 1159.705444
	Iteration 137Q: 3 clusters Score -1.671293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 336711 members 
Entering Unmasked Estep 
Score: -16712933.000000 Penalty: 1159.705444
	Iteration 138Q: 3 clusters Score -1.671293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 336723 members 
Entering Unmasked Estep 
Score: -16712920.000000 Penalty: 1159.705444
	Iteration 139Q: 3 clusters Score -1.671292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 336737 members 
Entering Unmasked Estep 
Score: -16712910.000000 Penalty: 1159.705444
	Iteration 140F: 3 clusters Score -1.671291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 336750 members 
Entering Unmasked Estep 
Score: -16712907.000000 Penalty: 1159.705444
	Iteration 141Q: 3 clusters Score -1.671291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 336764 members 
Entering Unmasked Estep 
Score: -16712896.000000 Penalty: 1159.705444
	Iteration 142Q: 3 clusters Score -1.67129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 336778 members 
Entering Unmasked Estep 
Score: -16712897.000000 Penalty: 1159.705444
	Iteration 143Q: 3 clusters Score -1.67129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 336793 members 
Entering Unmasked Estep 
Score: -16712887.000000 Penalty: 1159.705444
	Iteration 144Q: 3 clusters Score -1.671289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 336810 members 
Entering Unmasked Estep 
Score: -16712877.000000 Penalty: 1159.705444
	Iteration 145Q: 3 clusters Score -1.671288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 336818 members 
Entering Unmasked Estep 
Score: -16712866.000000 Penalty: 1159.705444
	Iteration 146Q: 3 clusters Score -1.671287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 336825 members 
Entering Unmasked Estep 
Score: -16712877.000000 Penalty: 1159.705444
	Iteration 147Q: 3 clusters Score -1.671288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 336833 members 
Entering Unmasked Estep 
Score: -16712871.000000 Penalty: 1159.705444
	Iteration 148Q: 3 clusters Score -1.671287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 336836 members 
Entering Unmasked Estep 
Score: -16712861.000000 Penalty: 1159.705444
	Iteration 149Q: 3 clusters Score -1.671286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 336838 members 
Entering Unmasked Estep 
Score: -16712865.000000 Penalty: 1159.705444
	Iteration 150Q: 3 clusters Score -1.671286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 336843 members 
Entering Unmasked Estep 
Score: -16712864.000000 Penalty: 1159.705444
	Iteration 151Q: 3 clusters Score -1.671286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 336847 members 
Entering Unmasked Estep 
Score: -16712859.000000 Penalty: 1159.705444
	Iteration 152Q: 3 clusters Score -1.671286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 336851 members 
Entering Unmasked Estep 
Score: -16712849.000000 Penalty: 1159.705444
	Iteration 153Q: 3 clusters Score -1.671285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 336858 members 
Entering Unmasked Estep 
Score: -16712843.000000 Penalty: 1159.705444
	Iteration 154Q: 3 clusters Score -1.671284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 336868 members 
Entering Unmasked Estep 
Score: -16712841.000000 Penalty: 1159.705444
	Iteration 155Q: 3 clusters Score -1.671284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 336882 members 
Entering Unmasked Estep 
Score: -16712824.000000 Penalty: 1159.705444
	Iteration 156Q: 3 clusters Score -1.671282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 336894 members 
Entering Unmasked Estep 
Score: -16712822.000000 Penalty: 1159.705444
	Iteration 157Q: 3 clusters Score -1.671282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 336909 members 
Entering Unmasked Estep 
Score: -16712811.000000 Penalty: 1159.705444
	Iteration 158Q: 3 clusters Score -1.671281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 336914 members 
Entering Unmasked Estep 
Score: -16712807.000000 Penalty: 1159.705444
	Iteration 159Q: 3 clusters Score -1.671281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 336923 members 
Entering Unmasked Estep 
Score: -16712811.000000 Penalty: 1159.705444
	Iteration 160F: 3 clusters Score -1.671281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 336933 members 
Entering Unmasked Estep 
Score: -16712804.000000 Penalty: 1159.705444
	Iteration 161Q: 3 clusters Score -1.67128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 336942 members 
Entering Unmasked Estep 
Score: -16712786.000000 Penalty: 1159.705444
	Iteration 162Q: 3 clusters Score -1.671279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 336947 members 
Entering Unmasked Estep 
Score: -16712779.000000 Penalty: 1159.705444
	Iteration 163Q: 3 clusters Score -1.671278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 336952 members 
Entering Unmasked Estep 
Score: -16712778.000000 Penalty: 1159.705444
	Iteration 164Q: 3 clusters Score -1.671278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 336961 members 
Entering Unmasked Estep 
Score: -16712783.000000 Penalty: 1159.705444
	Iteration 165Q: 3 clusters Score -1.671278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 336966 members 
Entering Unmasked Estep 
Score: -16712777.000000 Penalty: 1159.705444
	Iteration 166Q: 3 clusters Score -1.671278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 336971 members 
Entering Unmasked Estep 
Score: -16712778.000000 Penalty: 1159.705444
	Iteration 167Q: 3 clusters Score -1.671278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 336978 members 
Entering Unmasked Estep 
Score: -16712794.000000 Penalty: 1159.705444
	Iteration 168Q: 3 clusters Score -1.671279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 336985 members 
Entering Unmasked Estep 
Score: -16712794.000000 Penalty: 1159.705444
	Iteration 169Q: 3 clusters Score -1.671279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 336988 members 
Entering Unmasked Estep 
Score: -16712800.000000 Penalty: 1159.705444
	Iteration 170Q: 3 clusters Score -1.67128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 336998 members 
Entering Unmasked Estep 
Score: -16712805.000000 Penalty: 1159.705444
	Iteration 171Q: 3 clusters Score -1.67128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 337008 members 
Entering Unmasked Estep 
Score: -16712789.000000 Penalty: 1159.705444
	Iteration 172Q: 3 clusters Score -1.671279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 337015 members 
Entering Unmasked Estep 
Score: -16712767.000000 Penalty: 1159.705444
	Iteration 173Q: 3 clusters Score -1.671277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 337021 members 
Entering Unmasked Estep 
Score: -16712762.000000 Penalty: 1159.705444
	Iteration 174Q: 3 clusters Score -1.671276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 337031 members 
Entering Unmasked Estep 
Score: -16712766.000000 Penalty: 1159.705444
	Iteration 175Q: 3 clusters Score -1.671277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 337042 members 
Entering Unmasked Estep 
Score: -16712759.000000 Penalty: 1159.705444
	Iteration 176Q: 3 clusters Score -1.671276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 337055 members 
Entering Unmasked Estep 
Score: -16712757.000000 Penalty: 1159.705444
	Iteration 177Q: 3 clusters Score -1.671276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 337066 members 
Entering Unmasked Estep 
Score: -16712749.000000 Penalty: 1159.705444
	Iteration 178Q: 3 clusters Score -1.671275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 337075 members 
Entering Unmasked Estep 
Score: -16712746.000000 Penalty: 1159.705444
	Iteration 179Q: 3 clusters Score -1.671275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 337081 members 
Entering Unmasked Estep 
Score: -16712744.000000 Penalty: 1159.705444
	Iteration 180F: 3 clusters Score -1.671274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 337085 members 
Entering Unmasked Estep 
Score: -16712746.000000 Penalty: 1159.705444
	Iteration 181Q: 3 clusters Score -1.671275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 337090 members 
Entering Unmasked Estep 
Score: -16712753.000000 Penalty: 1159.705444
	Iteration 182Q: 3 clusters Score -1.671275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 337090 members 
Entering Unmasked Estep 
Score: -16712753.000000 Penalty: 1159.705444
	Iteration 183F: 3 clusters Score -1.671275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 12 contains 273 members 
Mstep: Class 13 contains 337090 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 19 contains 67174 members 
Entering Unmasked Estep 
Score: -25282186.000000 Penalty: 8996.598633
Splitting cluster 9 changes total score from -25275518.000000 to -25282186.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -233374.390625 Penalty: 385.025696
	Iteration 0F: 2 clusters Score -233374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -230174.015625 Penalty: 770.051392
	Iteration 0F: 3 clusters Score -230174 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -231403.500000 Penalty: 770.051392
	Iteration 1F: 3 clusters Score -231403.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -231550.250000 Penalty: 770.051392
	Iteration 2F: 3 clusters Score -231550.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -231694.140625 Penalty: 770.051392
	Iteration 3F: 3 clusters Score -231694.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -231867.187500 Penalty: 770.051392
	Iteration 4F: 3 clusters Score -231867.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -232077.765625 Penalty: 770.051392
	Iteration 5F: 3 clusters Score -232077.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -232258.781250 Penalty: 770.051392
	Iteration 6F: 3 clusters Score -232258.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -232379.375000 Penalty: 770.051392
	Iteration 7Q: 3 clusters Score -232379.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -232457.218750 Penalty: 770.051392
	Iteration 8Q: 3 clusters Score -232457.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -232493.140625 Penalty: 770.051392
	Iteration 9Q: 3 clusters Score -232493.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -232517.015625 Penalty: 770.051392
	Iteration 10Q: 3 clusters Score -232517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -232534.343750 Penalty: 770.051392
	Iteration 11Q: 3 clusters Score -232534.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -232550.500000 Penalty: 770.051392
	Iteration 12Q: 3 clusters Score -232550.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -232567.218750 Penalty: 770.051392
	Iteration 13Q: 3 clusters Score -232567.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -232587.109375 Penalty: 770.051392
	Iteration 14Q: 3 clusters Score -232587.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -232599.062500 Penalty: 770.051392
	Iteration 15Q: 3 clusters Score -232599.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -232607.234375 Penalty: 770.051392
	Iteration 16Q: 3 clusters Score -232607.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -232614.234375 Penalty: 770.051392
	Iteration 17Q: 3 clusters Score -232614.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -232619.687500 Penalty: 770.051392
	Iteration 18Q: 3 clusters Score -232619.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -232627.359375 Penalty: 770.051392
	Iteration 19Q: 3 clusters Score -232627.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -232631.765625 Penalty: 770.051392
	Iteration 20F: 3 clusters Score -232631.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -232637.562500 Penalty: 770.051392
	Iteration 21Q: 3 clusters Score -232637.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -232649.359375 Penalty: 770.051392
	Iteration 22Q: 3 clusters Score -232649.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -232660.593750 Penalty: 770.051392
	Iteration 23Q: 3 clusters Score -232660.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -232670.859375 Penalty: 770.051392
	Iteration 24Q: 3 clusters Score -232670.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -232683.859375 Penalty: 770.051392
	Iteration 25Q: 3 clusters Score -232683.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -232695.078125 Penalty: 770.051392
	Iteration 26Q: 3 clusters Score -232695.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -232711.000000 Penalty: 770.051392
	Iteration 27Q: 3 clusters Score -232711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -232728.000000 Penalty: 770.051392
	Iteration 28Q: 3 clusters Score -232728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232737.953125 Penalty: 770.051392
	Iteration 29Q: 3 clusters Score -232738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -232742.515625 Penalty: 770.051392
	Iteration 30Q: 3 clusters Score -232742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232744.718750 Penalty: 770.051392
	Iteration 31Q: 3 clusters Score -232744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232747.203125 Penalty: 770.051392
	Iteration 32Q: 3 clusters Score -232747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -232748.812500 Penalty: 770.051392
	Iteration 33Q: 3 clusters Score -232748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -232749.875000 Penalty: 770.051392
	Iteration 34Q: 3 clusters Score -232749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -232752.125000 Penalty: 770.051392
	Iteration 35Q: 3 clusters Score -232752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232753.859375 Penalty: 770.051392
	Iteration 36Q: 3 clusters Score -232753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232756.046875 Penalty: 770.051392
	Iteration 37Q: 3 clusters Score -232756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232760.171875 Penalty: 770.051392
	Iteration 38Q: 3 clusters Score -232760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -232763.125000 Penalty: 770.051392
	Iteration 39Q: 3 clusters Score -232763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -232765.437500 Penalty: 770.051392
	Iteration 40F: 3 clusters Score -232765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232771.062500 Penalty: 770.051392
	Iteration 41Q: 3 clusters Score -232771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -232774.343750 Penalty: 770.051392
	Iteration 42Q: 3 clusters Score -232774.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -232776.296875 Penalty: 770.051392
	Iteration 43Q: 3 clusters Score -232776.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232779.250000 Penalty: 770.051392
	Iteration 44Q: 3 clusters Score -232779.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -232783.234375 Penalty: 770.051392
	Iteration 45Q: 3 clusters Score -232783.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -232785.687500 Penalty: 770.051392
	Iteration 46Q: 3 clusters Score -232785.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -232787.515625 Penalty: 770.051392
	Iteration 47Q: 3 clusters Score -232787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232788.812500 Penalty: 770.051392
	Iteration 48Q: 3 clusters Score -232788.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232790.218750 Penalty: 770.051392
	Iteration 49Q: 3 clusters Score -232790.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -232794.406250 Penalty: 770.051392
	Iteration 50Q: 3 clusters Score -232794.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -232799.796875 Penalty: 770.051392
	Iteration 51Q: 3 clusters Score -232799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -232804.906250 Penalty: 770.051392
	Iteration 52Q: 3 clusters Score -232804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -232812.703125 Penalty: 770.051392
	Iteration 53Q: 3 clusters Score -232812.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -232817.812500 Penalty: 770.051392
	Iteration 54Q: 3 clusters Score -232817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232823.921875 Penalty: 770.051392
	Iteration 55Q: 3 clusters Score -232823.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -232829.578125 Penalty: 770.051392
	Iteration 56Q: 3 clusters Score -232829.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -232833.781250 Penalty: 770.051392
	Iteration 57Q: 3 clusters Score -232833.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -232836.500000 Penalty: 770.051392
	Iteration 58Q: 3 clusters Score -232836.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -232839.296875 Penalty: 770.051392
	Iteration 59Q: 3 clusters Score -232839.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -232842.921875 Penalty: 770.051392
	Iteration 60F: 3 clusters Score -232842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232845.781250 Penalty: 770.051392
	Iteration 61Q: 3 clusters Score -232845.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232850.593750 Penalty: 770.051392
	Iteration 62Q: 3 clusters Score -232850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -232854.843750 Penalty: 770.051392
	Iteration 63Q: 3 clusters Score -232854.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -232858.500000 Penalty: 770.051392
	Iteration 64Q: 3 clusters Score -232858.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -232862.593750 Penalty: 770.051392
	Iteration 65Q: 3 clusters Score -232862.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -232867.531250 Penalty: 770.051392
	Iteration 66Q: 3 clusters Score -232867.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -232878.953125 Penalty: 770.051392
	Iteration 67Q: 3 clusters Score -232879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -232890.468750 Penalty: 770.051392
	Iteration 68Q: 3 clusters Score -232890.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -232906.531250 Penalty: 770.051392
	Iteration 69Q: 3 clusters Score -232906.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -232924.843750 Penalty: 770.051392
	Iteration 70Q: 3 clusters Score -232924.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -232949.328125 Penalty: 770.051392
	Iteration 71Q: 3 clusters Score -232949.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -232964.796875 Penalty: 770.051392
	Iteration 72Q: 3 clusters Score -232964.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -232976.000000 Penalty: 770.051392
	Iteration 73Q: 3 clusters Score -232976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -232984.140625 Penalty: 770.051392
	Iteration 74Q: 3 clusters Score -232984.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -232994.718750 Penalty: 770.051392
	Iteration 75Q: 3 clusters Score -232994.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -233002.109375 Penalty: 770.051392
	Iteration 76Q: 3 clusters Score -233002.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -233010.593750 Penalty: 770.051392
	Iteration 77Q: 3 clusters Score -233010.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -233020.625000 Penalty: 770.051392
	Iteration 78Q: 3 clusters Score -233020.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -233031.328125 Penalty: 770.051392
	Iteration 79Q: 3 clusters Score -233031.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -233041.625000 Penalty: 770.051392
	Iteration 80F: 3 clusters Score -233041.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -233047.390625 Penalty: 770.051392
	Iteration 81Q: 3 clusters Score -233047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -233050.796875 Penalty: 770.051392
	Iteration 82Q: 3 clusters Score -233050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -233051.125000 Penalty: 770.051392
	Iteration 83Q: 3 clusters Score -233051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -233051.671875 Penalty: 770.051392
	Iteration 84Q: 3 clusters Score -233051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -233051.671875 Penalty: 770.051392
	Iteration 85F: 3 clusters Score -233051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -45761.312500 Penalty: 312.350555
	Iteration 0F: 2 clusters Score -45761.31 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 505 members 
Entering Unmasked Estep 
Score: -44967.261719 Penalty: 624.701111
	Iteration 0F: 3 clusters Score -44967.26 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45163.253906 Penalty: 624.701111
	Iteration 1F: 3 clusters Score -45163.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45229.164062 Penalty: 624.701111
	Iteration 2F: 3 clusters Score -45229.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -45303.980469 Penalty: 624.701111
	Iteration 3F: 3 clusters Score -45303.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -45382.601562 Penalty: 624.701111
	Iteration 4F: 3 clusters Score -45382.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -45445.796875 Penalty: 624.701111
	Iteration 5F: 3 clusters Score -45445.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -45481.269531 Penalty: 624.701111
	Iteration 6Q: 3 clusters Score -45481.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -45501.265625 Penalty: 624.701111
	Iteration 7Q: 3 clusters Score -45501.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -45515.511719 Penalty: 624.701111
	Iteration 8Q: 3 clusters Score -45515.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -45519.937500 Penalty: 624.701111
	Iteration 9Q: 3 clusters Score -45519.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -45525.472656 Penalty: 624.701111
	Iteration 10Q: 3 clusters Score -45525.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -45527.058594 Penalty: 624.701111
	Iteration 11Q: 3 clusters Score -45527.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -45528.960938 Penalty: 624.701111
	Iteration 12Q: 3 clusters Score -45528.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -45530.382812 Penalty: 624.701111
	Iteration 13Q: 3 clusters Score -45530.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -45531.160156 Penalty: 624.701111
	Iteration 14Q: 3 clusters Score -45531.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -45531.160156 Penalty: 624.701111
	Iteration 15F: 3 clusters Score -45531.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Entering Unmasked Estep 
Score: -3260721.750000 Penalty: 505.734406
	Iteration 0F: 2 clusters Score -3260722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3215445.750000 Penalty: 1011.468811
	Iteration 0F: 3 clusters Score -3215446 nChanged 32557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -3235152.250000 Penalty: 1011.468811
	Iteration 1F: 3 clusters Score -3235152 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -3236677.250000 Penalty: 1011.468811
	Iteration 2Q: 3 clusters Score -3236677 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -3239313.750000 Penalty: 1011.468811
	Iteration 3F: 3 clusters Score -3239314 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -3243637.500000 Penalty: 1011.468811
	Iteration 4F: 3 clusters Score -3243638 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -3249420.750000 Penalty: 1011.468811
	Iteration 5F: 3 clusters Score -3249421 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -3254942.500000 Penalty: 1011.468811
	Iteration 6F: 3 clusters Score -3254942 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -3258410.250000 Penalty: 1011.468811
	Iteration 7Q: 3 clusters Score -3258410 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -3259734.250000 Penalty: 1011.468811
	Iteration 8Q: 3 clusters Score -3259734 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -3260115.250000 Penalty: 1011.468811
	Iteration 9Q: 3 clusters Score -3260115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -3260208.250000 Penalty: 1011.468811
	Iteration 10Q: 3 clusters Score -3260208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -3260254.750000 Penalty: 1011.468811
	Iteration 11Q: 3 clusters Score -3260255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -3260268.500000 Penalty: 1011.468811
	Iteration 12Q: 3 clusters Score -3260268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -3260267.250000 Penalty: 1011.468811
	Iteration 13Q: 3 clusters Score -3260267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -3260269.000000 Penalty: 1011.468811
	Iteration 14Q: 3 clusters Score -3260269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -3260270.750000 Penalty: 1011.468811
	Iteration 15Q: 3 clusters Score -3260271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -3260270.750000 Penalty: 1011.468811
	Iteration 16Q: 3 clusters Score -3260271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -3260272.000000 Penalty: 1011.468811
	Iteration 17Q: 3 clusters Score -3260272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -3260273.750000 Penalty: 1011.468811
	Iteration 18Q: 3 clusters Score -3260274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -3260273.750000 Penalty: 1011.468811
	Iteration 19F: 3 clusters Score -3260274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 9 contains 5406 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 19 contains 67174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282500.000000 Penalty: 8996.598633
Iteration 39Q: 16 clusters Score -2.52825e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 6306 members 
Mstep: Class 4 contains 72393 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 336625 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 19 contains 66738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283820.000000 Penalty: 8996.598633
Iteration 40F: 16 clusters Score -2.528382e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 73021 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 658 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 336045 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 66411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284696.000000 Penalty: 8996.598633
Iteration 41Q: 16 clusters Score -2.52847e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 73854 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 335328 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 19 contains 66069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285218.000000 Penalty: 8996.598633
Iteration 42Q: 16 clusters Score -2.528522e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 6176 members 
Mstep: Class 3 contains 6226 members 
Mstep: Class 4 contains 74709 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 334548 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 19 contains 65796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286010.000000 Penalty: 8996.598633
Iteration 43Q: 16 clusters Score -2.528601e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 6147 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 75536 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 1269 members 
Mstep: Class 11 contains 4546 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 333805 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 19 contains 65526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286440.000000 Penalty: 8996.598633
Iteration 44Q: 16 clusters Score -2.528644e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 6122 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 76332 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 333054 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 19 contains 65337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286780.000000 Penalty: 8996.598633
Iteration 45Q: 16 clusters Score -2.528678e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 77090 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5522 members 
Mstep: Class 10 contains 1199 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 275 members 
Mstep: Class 13 contains 332330 members 
Mstep: Class 14 contains 1037 members 
Mstep: Class 19 contains 65150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287084.000000 Penalty: 8996.598633
Iteration 46Q: 16 clusters Score -2.528708e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 77809 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 331573 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 19 contains 65014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287638.000000 Penalty: 8996.598633
Iteration 47Q: 16 clusters Score -2.528764e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 78464 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 290 members 
Mstep: Class 13 contains 330857 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 19 contains 64894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287812.000000 Penalty: 8996.598633
Iteration 48Q: 16 clusters Score -2.528781e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 79099 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 1131 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 330117 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 19 contains 64835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288030.000000 Penalty: 8996.598633
Iteration 49Q: 16 clusters Score -2.528803e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 79741 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 1124 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 310 members 
Mstep: Class 13 contains 329353 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 19 contains 64810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288324.000000 Penalty: 8996.598633
Iteration 50Q: 16 clusters Score -2.528832e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 80349 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 13 contains 328631 members 
Mstep: Class 14 contains 1065 members 
Mstep: Class 19 contains 64801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288514.000000 Penalty: 8996.598633
Iteration 51Q: 16 clusters Score -2.528851e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 80925 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 333 members 
Mstep: Class 13 contains 327939 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 19 contains 64806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288812.000000 Penalty: 8996.598633
Iteration 52Q: 16 clusters Score -2.528881e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 81409 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 7 contains 3012 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 327328 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 19 contains 64841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289066.000000 Penalty: 8996.598633
Iteration 53Q: 16 clusters Score -2.528907e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 81864 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 326766 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 19 contains 64889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289144.000000 Penalty: 8996.598633
Iteration 54Q: 16 clusters Score -2.528914e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 82288 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 326209 members 
Mstep: Class 14 contains 1107 members 
Mstep: Class 19 contains 64942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289318.000000 Penalty: 8996.598633
Iteration 55Q: 16 clusters Score -2.528932e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 6122 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 82650 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 3258 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 368 members 
Mstep: Class 13 contains 325704 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 19 contains 65008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289460.000000 Penalty: 8996.598633
Iteration 56Q: 16 clusters Score -2.528946e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 82996 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 325218 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 19 contains 65098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289500.000000 Penalty: 8996.598633
Iteration 57Q: 16 clusters Score -2.52895e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 83344 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5543 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 324715 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 19 contains 65221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289688.000000 Penalty: 8996.598633
Iteration 58Q: 16 clusters Score -2.528969e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 6154 members 
Mstep: Class 3 contains 6162 members 
Mstep: Class 4 contains 83640 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 3457 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 324266 members 
Mstep: Class 14 contains 1156 members 
Mstep: Class 19 contains 65346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289800.000000 Penalty: 8996.598633
Iteration 59Q: 16 clusters Score -2.52898e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 6160 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 83952 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 323768 members 
Mstep: Class 14 contains 1169 members 
Mstep: Class 19 contains 65499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290090.000000 Penalty: 8996.598633
Iteration 60F: 16 clusters Score -2.529009e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 6166 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 84251 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 323305 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 19 contains 65642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290162.000000 Penalty: 8996.598633
Iteration 61Q: 16 clusters Score -2.529016e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 6182 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 84537 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4678 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 322854 members 
Mstep: Class 14 contains 1201 members 
Mstep: Class 19 contains 65775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290224.000000 Penalty: 8996.598633
Iteration 62Q: 16 clusters Score -2.529022e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 84822 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 465 members 
Mstep: Class 13 contains 322413 members 
Mstep: Class 14 contains 1220 members 
Mstep: Class 19 contains 65897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290300.000000 Penalty: 8996.598633
Iteration 63Q: 16 clusters Score -2.52903e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 85097 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 321957 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 19 contains 66044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290424.000000 Penalty: 8996.598633
Iteration 64Q: 16 clusters Score -2.529042e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 6261 members 
Mstep: Class 3 contains 6161 members 
Mstep: Class 4 contains 85373 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 515 members 
Mstep: Class 13 contains 321503 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 19 contains 66185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290562.000000 Penalty: 8996.598633
Iteration 65Q: 16 clusters Score -2.529056e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 85628 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 533 members 
Mstep: Class 13 contains 321086 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 19 contains 66308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290700.000000 Penalty: 8996.598633
Iteration 66Q: 16 clusters Score -2.52907e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 6356 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 85856 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 13 contains 320697 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 19 contains 66443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290770.000000 Penalty: 8996.598633
Iteration 67Q: 16 clusters Score -2.529077e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 6390 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 86057 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 320341 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 19 contains 66598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290972.000000 Penalty: 8996.598633
Iteration 68Q: 16 clusters Score -2.529097e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 86249 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 320049 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 19 contains 66722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291140.000000 Penalty: 8996.598633
Iteration 69Q: 16 clusters Score -2.529114e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 86448 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 319747 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 19 contains 66849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291152.000000 Penalty: 8996.598633
Iteration 70Q: 16 clusters Score -2.529115e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 86631 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1319 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 319423 members 
Mstep: Class 14 contains 1317 members 
Mstep: Class 19 contains 67008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291212.000000 Penalty: 8996.598633
Iteration 71Q: 16 clusters Score -2.529121e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 86816 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1320 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 659 members 
Mstep: Class 13 contains 319124 members 
Mstep: Class 14 contains 1331 members 
Mstep: Class 19 contains 67156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291326.000000 Penalty: 8996.598633
Iteration 72Q: 16 clusters Score -2.529133e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 6528 members 
Mstep: Class 3 contains 6052 members 
Mstep: Class 4 contains 87002 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 318835 members 
Mstep: Class 14 contains 1348 members 
Mstep: Class 19 contains 67299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291348.000000 Penalty: 8996.598633
Iteration 73Q: 16 clusters Score -2.529135e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 6037 members 
Mstep: Class 4 contains 87160 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4691 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 13 contains 318568 members 
Mstep: Class 14 contains 1366 members 
Mstep: Class 19 contains 67447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291338.000000 Penalty: 8996.598633
Iteration 74Q: 16 clusters Score -2.529134e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 6023 members 
Mstep: Class 4 contains 87326 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1328 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4682 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 318310 members 
Mstep: Class 14 contains 1383 members 
Mstep: Class 19 contains 67555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291464.000000 Penalty: 8996.598633
Iteration 75Q: 16 clusters Score -2.529146e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 6009 members 
Mstep: Class 4 contains 87452 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4685 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 318099 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 19 contains 67637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291552.000000 Penalty: 8996.598633
Iteration 76Q: 16 clusters Score -2.529155e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 6639 members 
Mstep: Class 3 contains 5994 members 
Mstep: Class 4 contains 87574 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 317869 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 19 contains 67737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291650.000000 Penalty: 8996.598633
Iteration 77Q: 16 clusters Score -2.529165e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 87717 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 4497 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 317628 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 19 contains 67856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291758.000000 Penalty: 8996.598633
Iteration 78Q: 16 clusters Score -2.529176e+07 nChanged 484
Entering ConstructFrom: 
Score: -25291758.000000 Penalty: 8996.598633
Entering ConstructFrom: 
Trying to split cluster 1 (24162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Entering Unmasked Estep 
Score: -1125711.500000 Penalty: 459.210388
	Iteration 0F: 2 clusters Score -1125712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1109618.125000 Penalty: 918.420776
	Iteration 0F: 3 clusters Score -1109618 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1116426.500000 Penalty: 918.420776
	Iteration 1F: 3 clusters Score -1116426 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1116868.750000 Penalty: 918.420776
	Iteration 2Q: 3 clusters Score -1116869 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1117540.875000 Penalty: 918.420776
	Iteration 3F: 3 clusters Score -1117541 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1118664.875000 Penalty: 918.420776
	Iteration 4F: 3 clusters Score -1118665 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1120459.125000 Penalty: 918.420776
	Iteration 5F: 3 clusters Score -1120459 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1122624.000000 Penalty: 918.420776
	Iteration 6F: 3 clusters Score -1122624 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1124275.750000 Penalty: 918.420776
	Iteration 7F: 3 clusters Score -1124276 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1124981.125000 Penalty: 918.420776
	Iteration 8Q: 3 clusters Score -1124981 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1125209.875000 Penalty: 918.420776
	Iteration 9Q: 3 clusters Score -1125210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1125273.625000 Penalty: 918.420776
	Iteration 10Q: 3 clusters Score -1125274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1125307.625000 Penalty: 918.420776
	Iteration 11Q: 3 clusters Score -1125308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1125319.375000 Penalty: 918.420776
	Iteration 12Q: 3 clusters Score -1125319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1125323.500000 Penalty: 918.420776
	Iteration 13Q: 3 clusters Score -1125324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1125327.625000 Penalty: 918.420776
	Iteration 14Q: 3 clusters Score -1125328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1125327.625000 Penalty: 918.420776
	Iteration 15F: 3 clusters Score -1125328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -319097.750000 Penalty: 400.671875
	Iteration 0F: 2 clusters Score -319097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -314582.687500 Penalty: 801.343750
	Iteration 0F: 3 clusters Score -314582.7 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -316569.250000 Penalty: 801.343750
	Iteration 1F: 3 clusters Score -316569.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -316964.656250 Penalty: 801.343750
	Iteration 2F: 3 clusters Score -316964.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -317515.062500 Penalty: 801.343750
	Iteration 3F: 3 clusters Score -317515.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -318035.468750 Penalty: 801.343750
	Iteration 4F: 3 clusters Score -318035.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -318420.343750 Penalty: 801.343750
	Iteration 5F: 3 clusters Score -318420.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -318648.843750 Penalty: 801.343750
	Iteration 6Q: 3 clusters Score -318648.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -318792.531250 Penalty: 801.343750
	Iteration 7Q: 3 clusters Score -318792.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -318883.468750 Penalty: 801.343750
	Iteration 8Q: 3 clusters Score -318883.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -318948.781250 Penalty: 801.343750
	Iteration 9Q: 3 clusters Score -318948.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -318998.812500 Penalty: 801.343750
	Iteration 10Q: 3 clusters Score -318998.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -319038.187500 Penalty: 801.343750
	Iteration 11Q: 3 clusters Score -319038.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -319067.218750 Penalty: 801.343750
	Iteration 12Q: 3 clusters Score -319067.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -319086.156250 Penalty: 801.343750
	Iteration 13Q: 3 clusters Score -319086.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -319103.968750 Penalty: 801.343750
	Iteration 14Q: 3 clusters Score -319104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -319122.625000 Penalty: 801.343750
	Iteration 15Q: 3 clusters Score -319122.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -319139.156250 Penalty: 801.343750
	Iteration 16Q: 3 clusters Score -319139.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -319153.187500 Penalty: 801.343750
	Iteration 17Q: 3 clusters Score -319153.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -319167.500000 Penalty: 801.343750
	Iteration 18Q: 3 clusters Score -319167.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -319179.031250 Penalty: 801.343750
	Iteration 19Q: 3 clusters Score -319179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -319188.156250 Penalty: 801.343750
	Iteration 20F: 3 clusters Score -319188.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -319192.781250 Penalty: 801.343750
	Iteration 21Q: 3 clusters Score -319192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -319197.812500 Penalty: 801.343750
	Iteration 22Q: 3 clusters Score -319197.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -319201.937500 Penalty: 801.343750
	Iteration 23Q: 3 clusters Score -319201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -319204.906250 Penalty: 801.343750
	Iteration 24Q: 3 clusters Score -319204.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -319208.343750 Penalty: 801.343750
	Iteration 25Q: 3 clusters Score -319208.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -319212.000000 Penalty: 801.343750
	Iteration 26Q: 3 clusters Score -319212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -319213.718750 Penalty: 801.343750
	Iteration 27Q: 3 clusters Score -319213.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -319214.625000 Penalty: 801.343750
	Iteration 28Q: 3 clusters Score -319214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -319214.593750 Penalty: 801.343750
	Iteration 29Q: 3 clusters Score -319214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -319214.718750 Penalty: 801.343750
	Iteration 30Q: 3 clusters Score -319214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -319215.250000 Penalty: 801.343750
	Iteration 31Q: 3 clusters Score -319215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -319215.781250 Penalty: 801.343750
	Iteration 32Q: 3 clusters Score -319215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -319215.187500 Penalty: 801.343750
	Iteration 33Q: 3 clusters Score -319215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -319215.656250 Penalty: 801.343750
	Iteration 34Q: 3 clusters Score -319215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -319216.062500 Penalty: 801.343750
	Iteration 35Q: 3 clusters Score -319216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -319216.062500 Penalty: 801.343750
	Iteration 36F: 3 clusters Score -319216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
Score: -25291740.000000 Penalty: 9596.372070
Splitting cluster 2 changes total score from -25291758.000000 to -25291740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -308866.500000 Penalty: 395.561737
	Iteration 0F: 2 clusters Score -308866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -304868.250000 Penalty: 791.123474
	Iteration 0F: 3 clusters Score -304868.2 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -306759.718750 Penalty: 791.123474
	Iteration 1F: 3 clusters Score -306759.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -307185.031250 Penalty: 791.123474
	Iteration 2F: 3 clusters Score -307185 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -307603.968750 Penalty: 791.123474
	Iteration 3F: 3 clusters Score -307604 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -307982.468750 Penalty: 791.123474
	Iteration 4F: 3 clusters Score -307982.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -308251.687500 Penalty: 791.123474
	Iteration 5Q: 3 clusters Score -308251.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -308375.250000 Penalty: 791.123474
	Iteration 6Q: 3 clusters Score -308375.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -308433.343750 Penalty: 791.123474
	Iteration 7Q: 3 clusters Score -308433.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -308463.031250 Penalty: 791.123474
	Iteration 8Q: 3 clusters Score -308463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -308484.250000 Penalty: 791.123474
	Iteration 9Q: 3 clusters Score -308484.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -308499.468750 Penalty: 791.123474
	Iteration 10Q: 3 clusters Score -308499.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -308504.312500 Penalty: 791.123474
	Iteration 11Q: 3 clusters Score -308504.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -308509.312500 Penalty: 791.123474
	Iteration 12Q: 3 clusters Score -308509.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -308512.531250 Penalty: 791.123474
	Iteration 13Q: 3 clusters Score -308512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -308516.500000 Penalty: 791.123474
	Iteration 14Q: 3 clusters Score -308516.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -308520.562500 Penalty: 791.123474
	Iteration 15Q: 3 clusters Score -308520.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -308524.250000 Penalty: 791.123474
	Iteration 16Q: 3 clusters Score -308524.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -308527.625000 Penalty: 791.123474
	Iteration 17Q: 3 clusters Score -308527.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -308532.593750 Penalty: 791.123474
	Iteration 18Q: 3 clusters Score -308532.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -308536.531250 Penalty: 791.123474
	Iteration 19Q: 3 clusters Score -308536.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -308541.375000 Penalty: 791.123474
	Iteration 20F: 3 clusters Score -308541.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -308548.218750 Penalty: 791.123474
	Iteration 21Q: 3 clusters Score -308548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -308552.406250 Penalty: 791.123474
	Iteration 22Q: 3 clusters Score -308552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -308554.000000 Penalty: 791.123474
	Iteration 23Q: 3 clusters Score -308554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -308557.281250 Penalty: 791.123474
	Iteration 24Q: 3 clusters Score -308557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -308560.093750 Penalty: 791.123474
	Iteration 25Q: 3 clusters Score -308560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -308561.718750 Penalty: 791.123474
	Iteration 26Q: 3 clusters Score -308561.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -308565.562500 Penalty: 791.123474
	Iteration 27Q: 3 clusters Score -308565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -308569.062500 Penalty: 791.123474
	Iteration 28Q: 3 clusters Score -308569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -308572.843750 Penalty: 791.123474
	Iteration 29Q: 3 clusters Score -308572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -308575.875000 Penalty: 791.123474
	Iteration 30Q: 3 clusters Score -308575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -308577.281250 Penalty: 791.123474
	Iteration 31Q: 3 clusters Score -308577.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -308580.062500 Penalty: 791.123474
	Iteration 32Q: 3 clusters Score -308580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -308582.125000 Penalty: 791.123474
	Iteration 33Q: 3 clusters Score -308582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -308582.312500 Penalty: 791.123474
	Iteration 34Q: 3 clusters Score -308582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -308583.218750 Penalty: 791.123474
	Iteration 35Q: 3 clusters Score -308583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -308584.312500 Penalty: 791.123474
	Iteration 36Q: 3 clusters Score -308584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -308584.875000 Penalty: 791.123474
	Iteration 37Q: 3 clusters Score -308584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -308586.406250 Penalty: 791.123474
	Iteration 38Q: 3 clusters Score -308586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -308586.968750 Penalty: 791.123474
	Iteration 39Q: 3 clusters Score -308587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -308587.187500 Penalty: 791.123474
	Iteration 40F: 3 clusters Score -308587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -308586.875000 Penalty: 791.123474
	Iteration 41Q: 3 clusters Score -308586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -308588.031250 Penalty: 791.123474
	Iteration 42Q: 3 clusters Score -308588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -308589.843750 Penalty: 791.123474
	Iteration 43Q: 3 clusters Score -308589.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -308592.156250 Penalty: 791.123474
	Iteration 44Q: 3 clusters Score -308592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -308596.750000 Penalty: 791.123474
	Iteration 45Q: 3 clusters Score -308596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -308599.781250 Penalty: 791.123474
	Iteration 46Q: 3 clusters Score -308599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -308605.625000 Penalty: 791.123474
	Iteration 47Q: 3 clusters Score -308605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -308608.875000 Penalty: 791.123474
	Iteration 48Q: 3 clusters Score -308608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -308611.468750 Penalty: 791.123474
	Iteration 49Q: 3 clusters Score -308611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -308613.750000 Penalty: 791.123474
	Iteration 50Q: 3 clusters Score -308613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -308613.968750 Penalty: 791.123474
	Iteration 51Q: 3 clusters Score -308614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -308617.156250 Penalty: 791.123474
	Iteration 52Q: 3 clusters Score -308617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -308620.906250 Penalty: 791.123474
	Iteration 53Q: 3 clusters Score -308620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -308624.500000 Penalty: 791.123474
	Iteration 54Q: 3 clusters Score -308624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -308627.406250 Penalty: 791.123474
	Iteration 55Q: 3 clusters Score -308627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -308628.500000 Penalty: 791.123474
	Iteration 56Q: 3 clusters Score -308628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -308629.656250 Penalty: 791.123474
	Iteration 57Q: 3 clusters Score -308629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -308630.843750 Penalty: 791.123474
	Iteration 58Q: 3 clusters Score -308630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -308631.750000 Penalty: 791.123474
	Iteration 59Q: 3 clusters Score -308631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -308631.625000 Penalty: 791.123474
	Iteration 60F: 3 clusters Score -308631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Entering Unmasked Estep 
Score: -4429055.500000 Penalty: 517.930603
	Iteration 0F: 2 clusters Score -4429056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -4369920.000000 Penalty: 1035.861206
	Iteration 0F: 3 clusters Score -4369920 nChanged 42695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -4395559.500000 Penalty: 1035.861206
	Iteration 1F: 3 clusters Score -4395560 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -4396928.500000 Penalty: 1035.861206
	Iteration 2Q: 3 clusters Score -4396928 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -4398695.500000 Penalty: 1035.861206
	Iteration 3Q: 3 clusters Score -4398696 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -4401092.500000 Penalty: 1035.861206
	Iteration 4F: 3 clusters Score -4401092 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -4404328.000000 Penalty: 1035.861206
	Iteration 5F: 3 clusters Score -4404328 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -4408125.000000 Penalty: 1035.861206
	Iteration 6F: 3 clusters Score -4408125 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -4411807.000000 Penalty: 1035.861206
	Iteration 7F: 3 clusters Score -4411807 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -4414608.500000 Penalty: 1035.861206
	Iteration 8F: 3 clusters Score -4414608 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -4416470.500000 Penalty: 1035.861206
	Iteration 9Q: 3 clusters Score -4416470 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -4417828.500000 Penalty: 1035.861206
	Iteration 10Q: 3 clusters Score -4417828 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -4418929.500000 Penalty: 1035.861206
	Iteration 11Q: 3 clusters Score -4418930 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -4419945.500000 Penalty: 1035.861206
	Iteration 12Q: 3 clusters Score -4419946 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -4420872.500000 Penalty: 1035.861206
	Iteration 13Q: 3 clusters Score -4420872 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -4421877.500000 Penalty: 1035.861206
	Iteration 14Q: 3 clusters Score -4421878 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -4422818.500000 Penalty: 1035.861206
	Iteration 15Q: 3 clusters Score -4422818 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -4423644.000000 Penalty: 1035.861206
	Iteration 16Q: 3 clusters Score -4423644 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -4424438.000000 Penalty: 1035.861206
	Iteration 17Q: 3 clusters Score -4424438 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -4425131.000000 Penalty: 1035.861206
	Iteration 18Q: 3 clusters Score -4425131 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -4425696.500000 Penalty: 1035.861206
	Iteration 19Q: 3 clusters Score -4425696 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -4426162.500000 Penalty: 1035.861206
	Iteration 20F: 3 clusters Score -4426162 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -4426558.500000 Penalty: 1035.861206
	Iteration 21Q: 3 clusters Score -4426558 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -4426852.000000 Penalty: 1035.861206
	Iteration 22Q: 3 clusters Score -4426852 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -4427136.500000 Penalty: 1035.861206
	Iteration 23Q: 3 clusters Score -4427136 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -4427345.500000 Penalty: 1035.861206
	Iteration 24Q: 3 clusters Score -4427346 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -4427543.500000 Penalty: 1035.861206
	Iteration 25Q: 3 clusters Score -4427544 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -4427716.000000 Penalty: 1035.861206
	Iteration 26Q: 3 clusters Score -4427716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -4427837.500000 Penalty: 1035.861206
	Iteration 27Q: 3 clusters Score -4427838 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -4427941.000000 Penalty: 1035.861206
	Iteration 28Q: 3 clusters Score -4427941 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -4428057.000000 Penalty: 1035.861206
	Iteration 29Q: 3 clusters Score -4428057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -4428142.500000 Penalty: 1035.861206
	Iteration 30Q: 3 clusters Score -4428142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -4428217.000000 Penalty: 1035.861206
	Iteration 31Q: 3 clusters Score -4428217 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -4428281.500000 Penalty: 1035.861206
	Iteration 32Q: 3 clusters Score -4428282 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -4428351.500000 Penalty: 1035.861206
	Iteration 33Q: 3 clusters Score -4428352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -4428397.000000 Penalty: 1035.861206
	Iteration 34Q: 3 clusters Score -4428397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -4428433.500000 Penalty: 1035.861206
	Iteration 35Q: 3 clusters Score -4428434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -4428452.500000 Penalty: 1035.861206
	Iteration 36Q: 3 clusters Score -4428452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -4428472.500000 Penalty: 1035.861206
	Iteration 37Q: 3 clusters Score -4428472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -4428487.500000 Penalty: 1035.861206
	Iteration 38Q: 3 clusters Score -4428488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -4428495.500000 Penalty: 1035.861206
	Iteration 39Q: 3 clusters Score -4428496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -4428507.500000 Penalty: 1035.861206
	Iteration 40F: 3 clusters Score -4428508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -4428530.000000 Penalty: 1035.861206
	Iteration 41Q: 3 clusters Score -4428530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -4428551.000000 Penalty: 1035.861206
	Iteration 42Q: 3 clusters Score -4428551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -4428561.500000 Penalty: 1035.861206
	Iteration 43Q: 3 clusters Score -4428562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -4428566.500000 Penalty: 1035.861206
	Iteration 44Q: 3 clusters Score -4428566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -4428575.500000 Penalty: 1035.861206
	Iteration 45Q: 3 clusters Score -4428576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -4428578.500000 Penalty: 1035.861206
	Iteration 46Q: 3 clusters Score -4428578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -4428587.000000 Penalty: 1035.861206
	Iteration 47Q: 3 clusters Score -4428587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -4428588.000000 Penalty: 1035.861206
	Iteration 48Q: 3 clusters Score -4428588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -4428597.000000 Penalty: 1035.861206
	Iteration 49Q: 3 clusters Score -4428597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -4428606.000000 Penalty: 1035.861206
	Iteration 50Q: 3 clusters Score -4428606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -4428608.000000 Penalty: 1035.861206
	Iteration 51Q: 3 clusters Score -4428608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -4428612.000000 Penalty: 1035.861206
	Iteration 52Q: 3 clusters Score -4428612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -4428618.000000 Penalty: 1035.861206
	Iteration 53Q: 3 clusters Score -4428618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -4428627.500000 Penalty: 1035.861206
	Iteration 54Q: 3 clusters Score -4428628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -4428636.000000 Penalty: 1035.861206
	Iteration 55Q: 3 clusters Score -4428636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -4428631.000000 Penalty: 1035.861206
	Iteration 56Q: 3 clusters Score -4428631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -4428629.000000 Penalty: 1035.861206
	Iteration 57Q: 3 clusters Score -4428629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -4428641.000000 Penalty: 1035.861206
	Iteration 58Q: 3 clusters Score -4428641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -4428651.500000 Penalty: 1035.861206
	Iteration 59Q: 3 clusters Score -4428652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -4428659.500000 Penalty: 1035.861206
	Iteration 60F: 3 clusters Score -4428660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -4428660.500000 Penalty: 1035.861206
	Iteration 61Q: 3 clusters Score -4428660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -4428662.000000 Penalty: 1035.861206
	Iteration 62Q: 3 clusters Score -4428662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -4428663.500000 Penalty: 1035.861206
	Iteration 63Q: 3 clusters Score -4428664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -4428667.000000 Penalty: 1035.861206
	Iteration 64Q: 3 clusters Score -4428667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -4428665.500000 Penalty: 1035.861206
	Iteration 65Q: 3 clusters Score -4428666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -4428663.000000 Penalty: 1035.861206
	Iteration 66Q: 3 clusters Score -4428663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -4428665.500000 Penalty: 1035.861206
	Iteration 67Q: 3 clusters Score -4428666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -4428667.000000 Penalty: 1035.861206
	Iteration 68Q: 3 clusters Score -4428667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -4428668.500000 Penalty: 1035.861206
	Iteration 69Q: 3 clusters Score -4428668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -4428670.500000 Penalty: 1035.861206
	Iteration 70Q: 3 clusters Score -4428670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -4428673.500000 Penalty: 1035.861206
	Iteration 71Q: 3 clusters Score -4428674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -4428666.500000 Penalty: 1035.861206
	Iteration 72Q: 3 clusters Score -4428666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -4428670.000000 Penalty: 1035.861206
	Iteration 73Q: 3 clusters Score -4428670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -4428667.500000 Penalty: 1035.861206
	Iteration 74Q: 3 clusters Score -4428668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -4428667.500000 Penalty: 1035.861206
	Iteration 75Q: 3 clusters Score -4428668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -4428672.000000 Penalty: 1035.861206
	Iteration 76Q: 3 clusters Score -4428672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -4428677.500000 Penalty: 1035.861206
	Iteration 77Q: 3 clusters Score -4428678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -4428675.500000 Penalty: 1035.861206
	Iteration 78Q: 3 clusters Score -4428676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -4428683.000000 Penalty: 1035.861206
	Iteration 79Q: 3 clusters Score -4428683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -4428683.500000 Penalty: 1035.861206
	Iteration 80F: 3 clusters Score -4428684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -4428685.000000 Penalty: 1035.861206
	Iteration 81Q: 3 clusters Score -4428685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -4428688.500000 Penalty: 1035.861206
	Iteration 82Q: 3 clusters Score -4428688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -4428694.500000 Penalty: 1035.861206
	Iteration 83Q: 3 clusters Score -4428694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
Score: -4428699.000000 Penalty: 1035.861206
	Iteration 84Q: 3 clusters Score -4428699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -4428696.500000 Penalty: 1035.861206
	Iteration 85Q: 3 clusters Score -4428696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -4428694.500000 Penalty: 1035.861206
	Iteration 86Q: 3 clusters Score -4428694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -4428698.000000 Penalty: 1035.861206
	Iteration 87Q: 3 clusters Score -4428698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -4428701.500000 Penalty: 1035.861206
	Iteration 88Q: 3 clusters Score -4428702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -4428703.500000 Penalty: 1035.861206
	Iteration 89Q: 3 clusters Score -4428704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -4428702.000000 Penalty: 1035.861206
	Iteration 90Q: 3 clusters Score -4428702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -4428707.500000 Penalty: 1035.861206
	Iteration 91Q: 3 clusters Score -4428708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -4428707.500000 Penalty: 1035.861206
	Iteration 92Q: 3 clusters Score -4428708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -4428702.500000 Penalty: 1035.861206
	Iteration 93Q: 3 clusters Score -4428702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -4428700.500000 Penalty: 1035.861206
	Iteration 94Q: 3 clusters Score -4428700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -4428699.500000 Penalty: 1035.861206
	Iteration 95Q: 3 clusters Score -4428700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -4428699.500000 Penalty: 1035.861206
	Iteration 96Q: 3 clusters Score -4428700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -4428702.000000 Penalty: 1035.861206
	Iteration 97Q: 3 clusters Score -4428702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -4428705.000000 Penalty: 1035.861206
	Iteration 98Q: 3 clusters Score -4428705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -4428702.000000 Penalty: 1035.861206
	Iteration 99Q: 3 clusters Score -4428702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -4428702.000000 Penalty: 1035.861206
	Iteration 100F: 3 clusters Score -4428702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -4428703.500000 Penalty: 1035.861206
	Iteration 101Q: 3 clusters Score -4428704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -4428701.500000 Penalty: 1035.861206
	Iteration 102Q: 3 clusters Score -4428702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -4428708.500000 Penalty: 1035.861206
	Iteration 103Q: 3 clusters Score -4428708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -4428707.500000 Penalty: 1035.861206
	Iteration 104Q: 3 clusters Score -4428708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -4428703.500000 Penalty: 1035.861206
	Iteration 105Q: 3 clusters Score -4428704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -4428702.500000 Penalty: 1035.861206
	Iteration 106Q: 3 clusters Score -4428702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -4428702.500000 Penalty: 1035.861206
	Iteration 107F: 3 clusters Score -4428702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -28568.029297 Penalty: 294.491760
	Iteration 0F: 2 clusters Score -28568.03 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: -27999.312500 Penalty: 588.983521
	Iteration 0F: 3 clusters Score -27999.31 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28197.576172 Penalty: 588.983521
	Iteration 1F: 3 clusters Score -28197.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28388.281250 Penalty: 588.983521
	Iteration 2F: 3 clusters Score -28388.28 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -28579.121094 Penalty: 588.983521
	Iteration 3F: 3 clusters Score -28579.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28700.201172 Penalty: 588.983521
	Iteration 4F: 3 clusters Score -28700.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -28760.058594 Penalty: 588.983521
	Iteration 5Q: 3 clusters Score -28760.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -28791.595703 Penalty: 588.983521
	Iteration 6Q: 3 clusters Score -28791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28796.134766 Penalty: 588.983521
	Iteration 7Q: 3 clusters Score -28796.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -28797.322266 Penalty: 588.983521
	Iteration 8Q: 3 clusters Score -28797.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -28797.505859 Penalty: 588.983521
	Iteration 9F: 3 clusters Score -28797.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -28806.146484 Penalty: 588.983521
	Iteration 10Q: 3 clusters Score -28806.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -28808.091797 Penalty: 588.983521
	Iteration 11Q: 3 clusters Score -28808.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -28808.091797 Penalty: 588.983521
	Iteration 12F: 3 clusters Score -28808.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 1332 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
Score: -25291736.000000 Penalty: 9596.372070
Splitting cluster 5 changes total score from -25291758.000000 to -25291736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -56299.085938 Penalty: 327.346893
	Iteration 0F: 2 clusters Score -56299.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55310.812500 Penalty: 654.693787
	Iteration 0F: 3 clusters Score -55310.81 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -55999.859375 Penalty: 654.693787
	Iteration 1F: 3 clusters Score -55999.86 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57169.386719 Penalty: 654.693787
	Iteration 2F: 3 clusters Score -57169.39 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58161.476562 Penalty: 654.693787
	Iteration 3F: 3 clusters Score -58161.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58283.800781 Penalty: 654.693787
	Iteration 4Q: 3 clusters Score -58283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58296.820312 Penalty: 654.693787
	Iteration 5Q: 3 clusters Score -58296.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58309.070312 Penalty: 654.693787
	Iteration 6Q: 3 clusters Score -58309.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58309.070312 Penalty: 654.693787
	Iteration 7F: 3 clusters Score -58309.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
Score: -25293508.000000 Penalty: 9596.372070
Splitting cluster 6 changes total score from -25291758.000000 to -25293508.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -204908.890625 Penalty: 383.201141
	Iteration 0F: 2 clusters Score -204908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -201760.031250 Penalty: 766.402283
	Iteration 0F: 3 clusters Score -201760 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -202836.125000 Penalty: 766.402283
	Iteration 1F: 3 clusters Score -202836.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -202926.234375 Penalty: 766.402283
	Iteration 2F: 3 clusters Score -202926.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -203019.875000 Penalty: 766.402283
	Iteration 3Q: 3 clusters Score -203019.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -203158.343750 Penalty: 766.402283
	Iteration 4F: 3 clusters Score -203158.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -203353.750000 Penalty: 766.402283
	Iteration 5F: 3 clusters Score -203353.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -203654.515625 Penalty: 766.402283
	Iteration 6F: 3 clusters Score -203654.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -203935.125000 Penalty: 766.402283
	Iteration 7F: 3 clusters Score -203935.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -204161.921875 Penalty: 766.402283
	Iteration 8F: 3 clusters Score -204161.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -204361.343750 Penalty: 766.402283
	Iteration 9F: 3 clusters Score -204361.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -204492.687500 Penalty: 766.402283
	Iteration 10Q: 3 clusters Score -204492.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -204569.546875 Penalty: 766.402283
	Iteration 11Q: 3 clusters Score -204569.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -204620.984375 Penalty: 766.402283
	Iteration 12Q: 3 clusters Score -204621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -204666.203125 Penalty: 766.402283
	Iteration 13Q: 3 clusters Score -204666.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -204700.906250 Penalty: 766.402283
	Iteration 14Q: 3 clusters Score -204700.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -204721.375000 Penalty: 766.402283
	Iteration 15Q: 3 clusters Score -204721.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -204737.484375 Penalty: 766.402283
	Iteration 16Q: 3 clusters Score -204737.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -204749.750000 Penalty: 766.402283
	Iteration 17Q: 3 clusters Score -204749.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -204763.015625 Penalty: 766.402283
	Iteration 18Q: 3 clusters Score -204763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -204773.312500 Penalty: 766.402283
	Iteration 19Q: 3 clusters Score -204773.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -204780.156250 Penalty: 766.402283
	Iteration 20F: 3 clusters Score -204780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -204785.250000 Penalty: 766.402283
	Iteration 21Q: 3 clusters Score -204785.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -204788.078125 Penalty: 766.402283
	Iteration 22Q: 3 clusters Score -204788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -204790.093750 Penalty: 766.402283
	Iteration 23Q: 3 clusters Score -204790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -204791.406250 Penalty: 766.402283
	Iteration 24Q: 3 clusters Score -204791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -204793.078125 Penalty: 766.402283
	Iteration 25Q: 3 clusters Score -204793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -204795.859375 Penalty: 766.402283
	Iteration 26Q: 3 clusters Score -204795.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -204798.359375 Penalty: 766.402283
	Iteration 27Q: 3 clusters Score -204798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -204800.218750 Penalty: 766.402283
	Iteration 28Q: 3 clusters Score -204800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -204801.625000 Penalty: 766.402283
	Iteration 29Q: 3 clusters Score -204801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -204802.828125 Penalty: 766.402283
	Iteration 30Q: 3 clusters Score -204802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -204803.156250 Penalty: 766.402283
	Iteration 31Q: 3 clusters Score -204803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -204803.062500 Penalty: 766.402283
	Iteration 32Q: 3 clusters Score -204803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -204803.062500 Penalty: 766.402283
	Iteration 33F: 3 clusters Score -204803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -39338.429688 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -39338.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38644.527344 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -38644.53 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38844.292969 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -38844.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38871.984375 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -38871.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38909.000000 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -38909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38966.007812 Penalty: 615.197754
	Iteration 4F: 3 clusters Score -38966.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39061.492188 Penalty: 615.197754
	Iteration 5F: 3 clusters Score -39061.49 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39210.042969 Penalty: 615.197754
	Iteration 6F: 3 clusters Score -39210.04 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39509.660156 Penalty: 615.197754
	Iteration 7F: 3 clusters Score -39509.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39741.687500 Penalty: 615.197754
	Iteration 8F: 3 clusters Score -39741.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39786.324219 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -39786.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39807.394531 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -39807.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39822.488281 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -39822.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39831.179688 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -39831.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39831.179688 Penalty: 615.197754
	Iteration 13F: 3 clusters Score -39831.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
Score: -25293696.000000 Penalty: 10196.145508
Splitting cluster 8 changes total score from -25291758.000000 to -25293696.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -276990.906250 Penalty: 389.552490
	Iteration 0F: 2 clusters Score -276990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -273500.375000 Penalty: 779.104980
	Iteration 0F: 3 clusters Score -273500.4 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -274971.218750 Penalty: 779.104980
	Iteration 1F: 3 clusters Score -274971.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -275249.281250 Penalty: 779.104980
	Iteration 2F: 3 clusters Score -275249.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -275563.875000 Penalty: 779.104980
	Iteration 3F: 3 clusters Score -275563.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -275905.000000 Penalty: 779.104980
	Iteration 4F: 3 clusters Score -275905 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -276163.062500 Penalty: 779.104980
	Iteration 5F: 3 clusters Score -276163.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -276312.875000 Penalty: 779.104980
	Iteration 6Q: 3 clusters Score -276312.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -276390.500000 Penalty: 779.104980
	Iteration 7Q: 3 clusters Score -276390.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -276443.937500 Penalty: 779.104980
	Iteration 8Q: 3 clusters Score -276443.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -276491.562500 Penalty: 779.104980
	Iteration 9Q: 3 clusters Score -276491.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -276526.281250 Penalty: 779.104980
	Iteration 10Q: 3 clusters Score -276526.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -276548.875000 Penalty: 779.104980
	Iteration 11Q: 3 clusters Score -276548.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -276568.562500 Penalty: 779.104980
	Iteration 12Q: 3 clusters Score -276568.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -276583.250000 Penalty: 779.104980
	Iteration 13Q: 3 clusters Score -276583.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -276600.625000 Penalty: 779.104980
	Iteration 14Q: 3 clusters Score -276600.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -276613.593750 Penalty: 779.104980
	Iteration 15Q: 3 clusters Score -276613.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -276626.531250 Penalty: 779.104980
	Iteration 16Q: 3 clusters Score -276626.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -276635.937500 Penalty: 779.104980
	Iteration 17Q: 3 clusters Score -276635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -276642.312500 Penalty: 779.104980
	Iteration 18Q: 3 clusters Score -276642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -276647.125000 Penalty: 779.104980
	Iteration 19Q: 3 clusters Score -276647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -276649.593750 Penalty: 779.104980
	Iteration 20F: 3 clusters Score -276649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -276651.718750 Penalty: 779.104980
	Iteration 21Q: 3 clusters Score -276651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -276653.718750 Penalty: 779.104980
	Iteration 22Q: 3 clusters Score -276653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -276655.468750 Penalty: 779.104980
	Iteration 23Q: 3 clusters Score -276655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -276657.250000 Penalty: 779.104980
	Iteration 24Q: 3 clusters Score -276657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -276658.593750 Penalty: 779.104980
	Iteration 25Q: 3 clusters Score -276658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -276660.375000 Penalty: 779.104980
	Iteration 26Q: 3 clusters Score -276660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -276661.687500 Penalty: 779.104980
	Iteration 27Q: 3 clusters Score -276661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -276663.500000 Penalty: 779.104980
	Iteration 28Q: 3 clusters Score -276663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -276665.625000 Penalty: 779.104980
	Iteration 29Q: 3 clusters Score -276665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -276667.781250 Penalty: 779.104980
	Iteration 30Q: 3 clusters Score -276667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -276669.343750 Penalty: 779.104980
	Iteration 31Q: 3 clusters Score -276669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -276669.750000 Penalty: 779.104980
	Iteration 32Q: 3 clusters Score -276669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -276670.375000 Penalty: 779.104980
	Iteration 33Q: 3 clusters Score -276670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -276671.593750 Penalty: 779.104980
	Iteration 34Q: 3 clusters Score -276671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -276672.031250 Penalty: 779.104980
	Iteration 35Q: 3 clusters Score -276672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -276673.250000 Penalty: 779.104980
	Iteration 36Q: 3 clusters Score -276673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -276673.312500 Penalty: 779.104980
	Iteration 37Q: 3 clusters Score -276673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -276673.312500 Penalty: 779.104980
	Iteration 38F: 3 clusters Score -276673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -49810.394531 Penalty: 319.174042
	Iteration 0F: 2 clusters Score -49810.39 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 569 members 
Entering Unmasked Estep 
Score: -48931.085938 Penalty: 638.348083
	Iteration 0F: 3 clusters Score -48931.09 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -49330.621094 Penalty: 638.348083
	Iteration 1F: 3 clusters Score -49330.62 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49593.929688 Penalty: 638.348083
	Iteration 2F: 3 clusters Score -49593.93 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49842.953125 Penalty: 638.348083
	Iteration 3F: 3 clusters Score -49842.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50129.417969 Penalty: 638.348083
	Iteration 4F: 3 clusters Score -50129.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50488.785156 Penalty: 638.348083
	Iteration 5F: 3 clusters Score -50488.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50584.214844 Penalty: 638.348083
	Iteration 6Q: 3 clusters Score -50584.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50593.531250 Penalty: 638.348083
	Iteration 7Q: 3 clusters Score -50593.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50593.531250 Penalty: 638.348083
	Iteration 8F: 3 clusters Score -50593.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
Score: -25294198.000000 Penalty: 10795.917969
Splitting cluster 10 changes total score from -25291758.000000 to -25294198.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -231442.718750 Penalty: 384.484009
	Iteration 0F: 2 clusters Score -231442.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -228204.343750 Penalty: 768.968018
	Iteration 0F: 3 clusters Score -228204.3 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -229507.140625 Penalty: 768.968018
	Iteration 1F: 3 clusters Score -229507.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -229721.375000 Penalty: 768.968018
	Iteration 2F: 3 clusters Score -229721.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -229962.062500 Penalty: 768.968018
	Iteration 3F: 3 clusters Score -229962.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -230291.531250 Penalty: 768.968018
	Iteration 4F: 3 clusters Score -230291.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -230615.484375 Penalty: 768.968018
	Iteration 5F: 3 clusters Score -230615.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -230805.781250 Penalty: 768.968018
	Iteration 6F: 3 clusters Score -230805.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -230867.828125 Penalty: 768.968018
	Iteration 7Q: 3 clusters Score -230867.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -230900.578125 Penalty: 768.968018
	Iteration 8Q: 3 clusters Score -230900.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -230921.312500 Penalty: 768.968018
	Iteration 9Q: 3 clusters Score -230921.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -230942.578125 Penalty: 768.968018
	Iteration 10Q: 3 clusters Score -230942.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -230963.468750 Penalty: 768.968018
	Iteration 11Q: 3 clusters Score -230963.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -230982.468750 Penalty: 768.968018
	Iteration 12Q: 3 clusters Score -230982.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -231000.062500 Penalty: 768.968018
	Iteration 13Q: 3 clusters Score -231000.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -231022.515625 Penalty: 768.968018
	Iteration 14Q: 3 clusters Score -231022.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -231037.531250 Penalty: 768.968018
	Iteration 15Q: 3 clusters Score -231037.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -231048.078125 Penalty: 768.968018
	Iteration 16Q: 3 clusters Score -231048.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -231059.234375 Penalty: 768.968018
	Iteration 17Q: 3 clusters Score -231059.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -231074.593750 Penalty: 768.968018
	Iteration 18Q: 3 clusters Score -231074.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -231083.546875 Penalty: 768.968018
	Iteration 19Q: 3 clusters Score -231083.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -231087.750000 Penalty: 768.968018
	Iteration 20F: 3 clusters Score -231087.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -231091.234375 Penalty: 768.968018
	Iteration 21Q: 3 clusters Score -231091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -231093.015625 Penalty: 768.968018
	Iteration 22Q: 3 clusters Score -231093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -231094.406250 Penalty: 768.968018
	Iteration 23Q: 3 clusters Score -231094.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -231094.937500 Penalty: 768.968018
	Iteration 24Q: 3 clusters Score -231094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -231095.812500 Penalty: 768.968018
	Iteration 25Q: 3 clusters Score -231095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -231097.515625 Penalty: 768.968018
	Iteration 26Q: 3 clusters Score -231097.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -231099.234375 Penalty: 768.968018
	Iteration 27Q: 3 clusters Score -231099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -231100.250000 Penalty: 768.968018
	Iteration 28Q: 3 clusters Score -231100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -231101.250000 Penalty: 768.968018
	Iteration 29Q: 3 clusters Score -231101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -231101.421875 Penalty: 768.968018
	Iteration 30Q: 3 clusters Score -231101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -231102.015625 Penalty: 768.968018
	Iteration 31Q: 3 clusters Score -231102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -231102.296875 Penalty: 768.968018
	Iteration 32Q: 3 clusters Score -231102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -231102.609375 Penalty: 768.968018
	Iteration 33Q: 3 clusters Score -231102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -231102.421875 Penalty: 768.968018
	Iteration 34Q: 3 clusters Score -231102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -231102.265625 Penalty: 768.968018
	Iteration 35Q: 3 clusters Score -231102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -231102.265625 Penalty: 768.968018
	Iteration 36F: 3 clusters Score -231102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -33102.234375 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -33102.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32436.498047 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -32436.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32711.730469 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -32711.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32797.773438 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -32797.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32865.132812 Penalty: 607.499939
	Iteration 3F: 3 clusters Score -32865.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32921.152344 Penalty: 607.499939
	Iteration 4F: 3 clusters Score -32921.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32991.062500 Penalty: 607.499939
	Iteration 5F: 3 clusters Score -32991.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33024.761719 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -33024.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33048.226562 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -33048.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -33058.531250 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -33058.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -33063.523438 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -33063.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -33070.191406 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -33070.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33072.476562 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -33072.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33074.242188 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -33074.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -33075.265625 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -33075.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -33078.140625 Penalty: 607.499939
	Iteration 14Q: 3 clusters Score -33078.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -33086.300781 Penalty: 607.499939
	Iteration 15Q: 3 clusters Score -33086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -33091.957031 Penalty: 607.499939
	Iteration 16Q: 3 clusters Score -33091.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -33094.679688 Penalty: 607.499939
	Iteration 17Q: 3 clusters Score -33094.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -33094.679688 Penalty: 607.499939
	Iteration 18F: 3 clusters Score -33094.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (317433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317433 members 
Entering Unmasked Estep 
Score: -15512969.000000 Penalty: 576.395020
	Iteration 0F: 2 clusters Score -1.551297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158502 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -15318326.000000 Penalty: 1152.790039
	Iteration 0F: 3 clusters Score -1.531833e+07 nChanged 156785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -15416915.000000 Penalty: 1152.790039
	Iteration 1F: 3 clusters Score -1.541692e+07 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137791 members 
Mstep: Class 2 contains 179642 members 
Entering Unmasked Estep 
Score: -15423740.000000 Penalty: 1152.790039
	Iteration 2F: 3 clusters Score -1.542374e+07 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -15434817.000000 Penalty: 1152.790039
	Iteration 3F: 3 clusters Score -1.543482e+07 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 201530 members 
Entering Unmasked Estep 
Score: -15451171.000000 Penalty: 1152.790039
	Iteration 4F: 3 clusters Score -1.545117e+07 nChanged 21777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 211595 members 
Entering Unmasked Estep 
Score: -15470024.000000 Penalty: 1152.790039
	Iteration 5F: 3 clusters Score -1.547002e+07 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 217774 members 
Entering Unmasked Estep 
Score: -15482425.000000 Penalty: 1152.790039
	Iteration 6F: 3 clusters Score -1.548242e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95935 members 
Mstep: Class 2 contains 221498 members 
Entering Unmasked Estep 
Score: -15486986.000000 Penalty: 1152.790039
	Iteration 7Q: 3 clusters Score -1.548699e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 224476 members 
Entering Unmasked Estep 
Score: -15488431.000000 Penalty: 1152.790039
	Iteration 8Q: 3 clusters Score -1.548843e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 227175 members 
Entering Unmasked Estep 
Score: -15489446.000000 Penalty: 1152.790039
	Iteration 9Q: 3 clusters Score -1.548945e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -15490205.000000 Penalty: 1152.790039
	Iteration 10Q: 3 clusters Score -1.54902e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 232226 members 
Entering Unmasked Estep 
Score: -15490961.000000 Penalty: 1152.790039
	Iteration 11Q: 3 clusters Score -1.549096e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 234544 members 
Entering Unmasked Estep 
Score: -15491576.000000 Penalty: 1152.790039
	Iteration 12Q: 3 clusters Score -1.549158e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 236899 members 
Entering Unmasked Estep 
Score: -15492127.000000 Penalty: 1152.790039
	Iteration 13Q: 3 clusters Score -1.549213e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 239112 members 
Entering Unmasked Estep 
Score: -15492849.000000 Penalty: 1152.790039
	Iteration 14Q: 3 clusters Score -1.549285e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 241318 members 
Entering Unmasked Estep 
Score: -15493353.000000 Penalty: 1152.790039
	Iteration 15Q: 3 clusters Score -1.549335e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 243399 members 
Entering Unmasked Estep 
Score: -15494075.000000 Penalty: 1152.790039
	Iteration 16Q: 3 clusters Score -1.549408e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 245410 members 
Entering Unmasked Estep 
Score: -15494967.000000 Penalty: 1152.790039
	Iteration 17Q: 3 clusters Score -1.549497e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 247469 members 
Entering Unmasked Estep 
Score: -15495795.000000 Penalty: 1152.790039
	Iteration 18Q: 3 clusters Score -1.54958e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 249482 members 
Entering Unmasked Estep 
Score: -15496700.000000 Penalty: 1152.790039
	Iteration 19Q: 3 clusters Score -1.54967e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 251370 members 
Entering Unmasked Estep 
Score: -15497527.000000 Penalty: 1152.790039
	Iteration 20F: 3 clusters Score -1.549753e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 253223 members 
Entering Unmasked Estep 
Score: -15498303.000000 Penalty: 1152.790039
	Iteration 21Q: 3 clusters Score -1.54983e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 255034 members 
Entering Unmasked Estep 
Score: -15499072.000000 Penalty: 1152.790039
	Iteration 22Q: 3 clusters Score -1.549907e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 256784 members 
Entering Unmasked Estep 
Score: -15499831.000000 Penalty: 1152.790039
	Iteration 23Q: 3 clusters Score -1.549983e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 258563 members 
Entering Unmasked Estep 
Score: -15500339.000000 Penalty: 1152.790039
	Iteration 24Q: 3 clusters Score -1.550034e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 260413 members 
Entering Unmasked Estep 
Score: -15501015.000000 Penalty: 1152.790039
	Iteration 25Q: 3 clusters Score -1.550102e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 262107 members 
Entering Unmasked Estep 
Score: -15501711.000000 Penalty: 1152.790039
	Iteration 26Q: 3 clusters Score -1.550171e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 263882 members 
Entering Unmasked Estep 
Score: -15502300.000000 Penalty: 1152.790039
	Iteration 27Q: 3 clusters Score -1.55023e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 265552 members 
Entering Unmasked Estep 
Score: -15502715.000000 Penalty: 1152.790039
	Iteration 28Q: 3 clusters Score -1.550272e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 267158 members 
Entering Unmasked Estep 
Score: -15503229.000000 Penalty: 1152.790039
	Iteration 29Q: 3 clusters Score -1.550323e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 268659 members 
Entering Unmasked Estep 
Score: -15503704.000000 Penalty: 1152.790039
	Iteration 30Q: 3 clusters Score -1.55037e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 270149 members 
Entering Unmasked Estep 
Score: -15504086.000000 Penalty: 1152.790039
	Iteration 31Q: 3 clusters Score -1.550409e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 271625 members 
Entering Unmasked Estep 
Score: -15504634.000000 Penalty: 1152.790039
	Iteration 32Q: 3 clusters Score -1.550463e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 272952 members 
Entering Unmasked Estep 
Score: -15505124.000000 Penalty: 1152.790039
	Iteration 33Q: 3 clusters Score -1.550512e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 274229 members 
Entering Unmasked Estep 
Score: -15505501.000000 Penalty: 1152.790039
	Iteration 34Q: 3 clusters Score -1.55055e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 275503 members 
Entering Unmasked Estep 
Score: -15505786.000000 Penalty: 1152.790039
	Iteration 35Q: 3 clusters Score -1.550579e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 276739 members 
Entering Unmasked Estep 
Score: -15506093.000000 Penalty: 1152.790039
	Iteration 36Q: 3 clusters Score -1.550609e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 277880 members 
Entering Unmasked Estep 
Score: -15506363.000000 Penalty: 1152.790039
	Iteration 37Q: 3 clusters Score -1.550636e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 278938 members 
Entering Unmasked Estep 
Score: -15506548.000000 Penalty: 1152.790039
	Iteration 38Q: 3 clusters Score -1.550655e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 280053 members 
Entering Unmasked Estep 
Score: -15506702.000000 Penalty: 1152.790039
	Iteration 39Q: 3 clusters Score -1.55067e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 281169 members 
Entering Unmasked Estep 
Score: -15506861.000000 Penalty: 1152.790039
	Iteration 40F: 3 clusters Score -1.550686e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 282302 members 
Entering Unmasked Estep 
Score: -15506931.000000 Penalty: 1152.790039
	Iteration 41Q: 3 clusters Score -1.550693e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 283425 members 
Entering Unmasked Estep 
Score: -15507060.000000 Penalty: 1152.790039
	Iteration 42Q: 3 clusters Score -1.550706e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 284549 members 
Entering Unmasked Estep 
Score: -15507046.000000 Penalty: 1152.790039
	Iteration 43Q: 3 clusters Score -1.550705e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 285712 members 
Entering Unmasked Estep 
Score: -15507114.000000 Penalty: 1152.790039
	Iteration 44Q: 3 clusters Score -1.550711e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 286902 members 
Entering Unmasked Estep 
Score: -15507164.000000 Penalty: 1152.790039
	Iteration 45Q: 3 clusters Score -1.550716e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 288066 members 
Entering Unmasked Estep 
Score: -15507347.000000 Penalty: 1152.790039
	Iteration 46Q: 3 clusters Score -1.550735e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 289240 members 
Entering Unmasked Estep 
Score: -15507393.000000 Penalty: 1152.790039
	Iteration 47Q: 3 clusters Score -1.550739e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 290383 members 
Entering Unmasked Estep 
Score: -15507563.000000 Penalty: 1152.790039
	Iteration 48Q: 3 clusters Score -1.550756e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 291493 members 
Entering Unmasked Estep 
Score: -15507637.000000 Penalty: 1152.790039
	Iteration 49Q: 3 clusters Score -1.550764e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 292575 members 
Entering Unmasked Estep 
Score: -15507777.000000 Penalty: 1152.790039
	Iteration 50Q: 3 clusters Score -1.550778e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 293643 members 
Entering Unmasked Estep 
Score: -15507810.000000 Penalty: 1152.790039
	Iteration 51Q: 3 clusters Score -1.550781e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 294716 members 
Entering Unmasked Estep 
Score: -15507792.000000 Penalty: 1152.790039
	Iteration 52Q: 3 clusters Score -1.550779e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 295818 members 
Entering Unmasked Estep 
Score: -15507843.000000 Penalty: 1152.790039
	Iteration 53Q: 3 clusters Score -1.550784e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 296898 members 
Entering Unmasked Estep 
Score: -15507751.000000 Penalty: 1152.790039
	Iteration 54Q: 3 clusters Score -1.550775e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 297993 members 
Entering Unmasked Estep 
Score: -15507761.000000 Penalty: 1152.790039
	Iteration 55Q: 3 clusters Score -1.550776e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 299111 members 
Entering Unmasked Estep 
Score: -15507842.000000 Penalty: 1152.790039
	Iteration 56Q: 3 clusters Score -1.550784e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 300209 members 
Entering Unmasked Estep 
Score: -15507950.000000 Penalty: 1152.790039
	Iteration 57Q: 3 clusters Score -1.550795e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 301347 members 
Entering Unmasked Estep 
Score: -15508012.000000 Penalty: 1152.790039
	Iteration 58Q: 3 clusters Score -1.550801e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 302457 members 
Entering Unmasked Estep 
Score: -15508122.000000 Penalty: 1152.790039
	Iteration 59Q: 3 clusters Score -1.550812e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 303643 members 
Entering Unmasked Estep 
Score: -15508155.000000 Penalty: 1152.790039
	Iteration 60F: 3 clusters Score -1.550816e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 304852 members 
Entering Unmasked Estep 
Score: -15508283.000000 Penalty: 1152.790039
	Iteration 61Q: 3 clusters Score -1.550828e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 306107 members 
Entering Unmasked Estep 
Score: -15508434.000000 Penalty: 1152.790039
	Iteration 62Q: 3 clusters Score -1.550843e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 307316 members 
Entering Unmasked Estep 
Score: -15508704.000000 Penalty: 1152.790039
	Iteration 63Q: 3 clusters Score -1.55087e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 308529 members 
Entering Unmasked Estep 
Score: -15508987.000000 Penalty: 1152.790039
	Iteration 64Q: 3 clusters Score -1.550899e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 309751 members 
Entering Unmasked Estep 
Score: -15509589.000000 Penalty: 1152.790039
	Iteration 65Q: 3 clusters Score -1.550959e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 310926 members 
Entering Unmasked Estep 
Score: -15510043.000000 Penalty: 1152.790039
	Iteration 66Q: 3 clusters Score -1.551004e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 312000 members 
Entering Unmasked Estep 
Score: -15510396.000000 Penalty: 1152.790039
	Iteration 67Q: 3 clusters Score -1.55104e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 312943 members 
Entering Unmasked Estep 
Score: -15510764.000000 Penalty: 1152.790039
	Iteration 68Q: 3 clusters Score -1.551076e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 313739 members 
Entering Unmasked Estep 
Score: -15511066.000000 Penalty: 1152.790039
	Iteration 69Q: 3 clusters Score -1.551107e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 314374 members 
Entering Unmasked Estep 
Score: -15511272.000000 Penalty: 1152.790039
	Iteration 70Q: 3 clusters Score -1.551127e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 314877 members 
Entering Unmasked Estep 
Score: -15511553.000000 Penalty: 1152.790039
	Iteration 71Q: 3 clusters Score -1.551155e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 315297 members 
Entering Unmasked Estep 
Score: -15511752.000000 Penalty: 1152.790039
	Iteration 72Q: 3 clusters Score -1.551175e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 315615 members 
Entering Unmasked Estep 
Score: -15511940.000000 Penalty: 1152.790039
	Iteration 73Q: 3 clusters Score -1.551194e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 315865 members 
Entering Unmasked Estep 
Score: -15512029.000000 Penalty: 1152.790039
	Iteration 74Q: 3 clusters Score -1.551203e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 316054 members 
Entering Unmasked Estep 
Score: -15512143.000000 Penalty: 1152.790039
	Iteration 75Q: 3 clusters Score -1.551214e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 316206 members 
Entering Unmasked Estep 
Score: -15512221.000000 Penalty: 1152.790039
	Iteration 76Q: 3 clusters Score -1.551222e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 316340 members 
Entering Unmasked Estep 
Score: -15512285.000000 Penalty: 1152.790039
	Iteration 77Q: 3 clusters Score -1.551228e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 316445 members 
Entering Unmasked Estep 
Score: -15512351.000000 Penalty: 1152.790039
	Iteration 78Q: 3 clusters Score -1.551235e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 316538 members 
Entering Unmasked Estep 
Score: -15512388.000000 Penalty: 1152.790039
	Iteration 79Q: 3 clusters Score -1.551239e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 316605 members 
Entering Unmasked Estep 
Score: -15512393.000000 Penalty: 1152.790039
	Iteration 80F: 3 clusters Score -1.551239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 316663 members 
Entering Unmasked Estep 
Score: -15512433.000000 Penalty: 1152.790039
	Iteration 81Q: 3 clusters Score -1.551243e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 316717 members 
Entering Unmasked Estep 
Score: -15512451.000000 Penalty: 1152.790039
	Iteration 82Q: 3 clusters Score -1.551245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 316755 members 
Entering Unmasked Estep 
Score: -15512472.000000 Penalty: 1152.790039
	Iteration 83Q: 3 clusters Score -1.551247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 316782 members 
Entering Unmasked Estep 
Score: -15512466.000000 Penalty: 1152.790039
	Iteration 84Q: 3 clusters Score -1.551247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 316804 members 
Entering Unmasked Estep 
Score: -15512464.000000 Penalty: 1152.790039
	Iteration 85Q: 3 clusters Score -1.551246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 316819 members 
Entering Unmasked Estep 
Score: -15512477.000000 Penalty: 1152.790039
	Iteration 86Q: 3 clusters Score -1.551248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 316833 members 
Entering Unmasked Estep 
Score: -15512470.000000 Penalty: 1152.790039
	Iteration 87Q: 3 clusters Score -1.551247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 316844 members 
Entering Unmasked Estep 
Score: -15512483.000000 Penalty: 1152.790039
	Iteration 88Q: 3 clusters Score -1.551248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 316856 members 
Entering Unmasked Estep 
Score: -15512487.000000 Penalty: 1152.790039
	Iteration 89Q: 3 clusters Score -1.551249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 316869 members 
Entering Unmasked Estep 
Score: -15512483.000000 Penalty: 1152.790039
	Iteration 90Q: 3 clusters Score -1.551248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 316883 members 
Entering Unmasked Estep 
Score: -15512482.000000 Penalty: 1152.790039
	Iteration 91Q: 3 clusters Score -1.551248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 316889 members 
Entering Unmasked Estep 
Score: -15512492.000000 Penalty: 1152.790039
	Iteration 92Q: 3 clusters Score -1.551249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 316888 members 
Entering Unmasked Estep 
Score: -15512490.000000 Penalty: 1152.790039
	Iteration 93Q: 3 clusters Score -1.551249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 316888 members 
Entering Unmasked Estep 
Score: -15512491.000000 Penalty: 1152.790039
	Iteration 94Q: 3 clusters Score -1.551249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 316889 members 
Entering Unmasked Estep 
Score: -15512487.000000 Penalty: 1152.790039
	Iteration 95Q: 3 clusters Score -1.551249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 316892 members 
Entering Unmasked Estep 
Score: -15512483.000000 Penalty: 1152.790039
	Iteration 96Q: 3 clusters Score -1.551248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 316893 members 
Entering Unmasked Estep 
Score: -15512492.000000 Penalty: 1152.790039
	Iteration 97Q: 3 clusters Score -1.551249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 316900 members 
Entering Unmasked Estep 
Score: -15512499.000000 Penalty: 1152.790039
	Iteration 98Q: 3 clusters Score -1.55125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 316903 members 
Entering Unmasked Estep 
Score: -15512508.000000 Penalty: 1152.790039
	Iteration 99Q: 3 clusters Score -1.551251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 316906 members 
Entering Unmasked Estep 
Score: -15512517.000000 Penalty: 1152.790039
	Iteration 100F: 3 clusters Score -1.551252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 316908 members 
Entering Unmasked Estep 
Score: -15512522.000000 Penalty: 1152.790039
	Iteration 101Q: 3 clusters Score -1.551252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 316908 members 
Entering Unmasked Estep 
Score: -15512522.000000 Penalty: 1152.790039
	Iteration 102F: 3 clusters Score -1.551252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -67477.757812 Penalty: 330.257751
	Iteration 0F: 2 clusters Score -67477.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -66389.726562 Penalty: 660.515503
	Iteration 0F: 3 clusters Score -66389.73 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66687.687500 Penalty: 660.515503
	Iteration 1F: 3 clusters Score -66687.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66729.742188 Penalty: 660.515503
	Iteration 2F: 3 clusters Score -66729.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66771.000000 Penalty: 660.515503
	Iteration 3Q: 3 clusters Score -66771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66816.031250 Penalty: 660.515503
	Iteration 4Q: 3 clusters Score -66816.03 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66865.828125 Penalty: 660.515503
	Iteration 5Q: 3 clusters Score -66865.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66908.507812 Penalty: 660.515503
	Iteration 6Q: 3 clusters Score -66908.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66949.210938 Penalty: 660.515503
	Iteration 7Q: 3 clusters Score -66949.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67014.609375 Penalty: 660.515503
	Iteration 8Q: 3 clusters Score -67014.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67089.210938 Penalty: 660.515503
	Iteration 9F: 3 clusters Score -67089.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67141.125000 Penalty: 660.515503
	Iteration 10Q: 3 clusters Score -67141.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67187.296875 Penalty: 660.515503
	Iteration 11Q: 3 clusters Score -67187.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67220.718750 Penalty: 660.515503
	Iteration 12Q: 3 clusters Score -67220.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67245.367188 Penalty: 660.515503
	Iteration 13Q: 3 clusters Score -67245.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67258.242188 Penalty: 660.515503
	Iteration 14Q: 3 clusters Score -67258.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67267.484375 Penalty: 660.515503
	Iteration 15Q: 3 clusters Score -67267.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67273.210938 Penalty: 660.515503
	Iteration 16Q: 3 clusters Score -67273.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67278.062500 Penalty: 660.515503
	Iteration 17Q: 3 clusters Score -67278.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67280.171875 Penalty: 660.515503
	Iteration 18Q: 3 clusters Score -67280.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67281.640625 Penalty: 660.515503
	Iteration 19Q: 3 clusters Score -67281.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67282.117188 Penalty: 660.515503
	Iteration 20F: 3 clusters Score -67282.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Entering Unmasked Estep 
Score: -3308738.750000 Penalty: 506.261017
	Iteration 0F: 2 clusters Score -3308739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -3263112.000000 Penalty: 1012.522034
	Iteration 0F: 3 clusters Score -3263112 nChanged 33067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -3282941.000000 Penalty: 1012.522034
	Iteration 1F: 3 clusters Score -3282941 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -3284207.750000 Penalty: 1012.522034
	Iteration 2Q: 3 clusters Score -3284208 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3286374.500000 Penalty: 1012.522034
	Iteration 3F: 3 clusters Score -3286374 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3289671.000000 Penalty: 1012.522034
	Iteration 4F: 3 clusters Score -3289671 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3293253.500000 Penalty: 1012.522034
	Iteration 5F: 3 clusters Score -3293254 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3295522.250000 Penalty: 1012.522034
	Iteration 6F: 3 clusters Score -3295522 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3296265.250000 Penalty: 1012.522034
	Iteration 7Q: 3 clusters Score -3296265 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3296504.750000 Penalty: 1012.522034
	Iteration 8Q: 3 clusters Score -3296505 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3296623.500000 Penalty: 1012.522034
	Iteration 9Q: 3 clusters Score -3296624 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3296721.500000 Penalty: 1012.522034
	Iteration 10Q: 3 clusters Score -3296722 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3296826.000000 Penalty: 1012.522034
	Iteration 11Q: 3 clusters Score -3296826 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3296967.250000 Penalty: 1012.522034
	Iteration 12Q: 3 clusters Score -3296967 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3297118.000000 Penalty: 1012.522034
	Iteration 13Q: 3 clusters Score -3297118 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3297286.000000 Penalty: 1012.522034
	Iteration 14Q: 3 clusters Score -3297286 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3297459.250000 Penalty: 1012.522034
	Iteration 15Q: 3 clusters Score -3297459 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3297754.750000 Penalty: 1012.522034
	Iteration 16Q: 3 clusters Score -3297755 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3298086.750000 Penalty: 1012.522034
	Iteration 17Q: 3 clusters Score -3298087 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3298488.250000 Penalty: 1012.522034
	Iteration 18Q: 3 clusters Score -3298488 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3298953.250000 Penalty: 1012.522034
	Iteration 19Q: 3 clusters Score -3298953 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3299464.000000 Penalty: 1012.522034
	Iteration 20F: 3 clusters Score -3299464 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3300013.500000 Penalty: 1012.522034
	Iteration 21Q: 3 clusters Score -3300014 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3300613.000000 Penalty: 1012.522034
	Iteration 22Q: 3 clusters Score -3300613 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3301192.500000 Penalty: 1012.522034
	Iteration 23Q: 3 clusters Score -3301192 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3301828.500000 Penalty: 1012.522034
	Iteration 24Q: 3 clusters Score -3301828 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3302410.250000 Penalty: 1012.522034
	Iteration 25Q: 3 clusters Score -3302410 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3302968.000000 Penalty: 1012.522034
	Iteration 26Q: 3 clusters Score -3302968 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3303538.000000 Penalty: 1012.522034
	Iteration 27Q: 3 clusters Score -3303538 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3304099.750000 Penalty: 1012.522034
	Iteration 28Q: 3 clusters Score -3304100 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3304664.250000 Penalty: 1012.522034
	Iteration 29Q: 3 clusters Score -3304664 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3305198.250000 Penalty: 1012.522034
	Iteration 30Q: 3 clusters Score -3305198 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3305638.000000 Penalty: 1012.522034
	Iteration 31Q: 3 clusters Score -3305638 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3306068.000000 Penalty: 1012.522034
	Iteration 32Q: 3 clusters Score -3306068 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3306450.250000 Penalty: 1012.522034
	Iteration 33Q: 3 clusters Score -3306450 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3306760.750000 Penalty: 1012.522034
	Iteration 34Q: 3 clusters Score -3306761 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3307043.000000 Penalty: 1012.522034
	Iteration 35Q: 3 clusters Score -3307043 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3307267.500000 Penalty: 1012.522034
	Iteration 36Q: 3 clusters Score -3307268 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3307470.750000 Penalty: 1012.522034
	Iteration 37Q: 3 clusters Score -3307471 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3307637.250000 Penalty: 1012.522034
	Iteration 38Q: 3 clusters Score -3307637 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3307797.750000 Penalty: 1012.522034
	Iteration 39Q: 3 clusters Score -3307798 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3307911.250000 Penalty: 1012.522034
	Iteration 40F: 3 clusters Score -3307911 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3308023.250000 Penalty: 1012.522034
	Iteration 41Q: 3 clusters Score -3308023 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3308115.000000 Penalty: 1012.522034
	Iteration 42Q: 3 clusters Score -3308115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3308152.750000 Penalty: 1012.522034
	Iteration 43Q: 3 clusters Score -3308153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3308190.250000 Penalty: 1012.522034
	Iteration 44Q: 3 clusters Score -3308190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3308215.000000 Penalty: 1012.522034
	Iteration 45Q: 3 clusters Score -3308215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3308231.500000 Penalty: 1012.522034
	Iteration 46Q: 3 clusters Score -3308232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3308250.750000 Penalty: 1012.522034
	Iteration 47Q: 3 clusters Score -3308251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3308263.000000 Penalty: 1012.522034
	Iteration 48Q: 3 clusters Score -3308263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3308280.750000 Penalty: 1012.522034
	Iteration 49Q: 3 clusters Score -3308281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3308289.000000 Penalty: 1012.522034
	Iteration 50Q: 3 clusters Score -3308289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3308293.000000 Penalty: 1012.522034
	Iteration 51Q: 3 clusters Score -3308293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3308301.000000 Penalty: 1012.522034
	Iteration 52Q: 3 clusters Score -3308301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3308312.000000 Penalty: 1012.522034
	Iteration 53Q: 3 clusters Score -3308312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3308311.750000 Penalty: 1012.522034
	Iteration 54Q: 3 clusters Score -3308312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3308313.500000 Penalty: 1012.522034
	Iteration 55Q: 3 clusters Score -3308314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3308318.250000 Penalty: 1012.522034
	Iteration 56Q: 3 clusters Score -3308318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3308319.750000 Penalty: 1012.522034
	Iteration 57Q: 3 clusters Score -3308320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3308322.000000 Penalty: 1012.522034
	Iteration 58Q: 3 clusters Score -3308322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3308323.500000 Penalty: 1012.522034
	Iteration 59Q: 3 clusters Score -3308324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3308327.750000 Penalty: 1012.522034
	Iteration 60F: 3 clusters Score -3308328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3308329.750000 Penalty: 1012.522034
	Iteration 61Q: 3 clusters Score -3308330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3308329.000000 Penalty: 1012.522034
	Iteration 62Q: 3 clusters Score -3308329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3308329.500000 Penalty: 1012.522034
	Iteration 63Q: 3 clusters Score -3308330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3308330.750000 Penalty: 1012.522034
	Iteration 64Q: 3 clusters Score -3308331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3308330.750000 Penalty: 1012.522034
	Iteration 65F: 3 clusters Score -3308331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 87824 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 317433 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 19 contains 67956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294668.000000 Penalty: 10795.917969
Iteration 79Q: 19 clusters Score -2.529467e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 87631 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 317110 members 
Mstep: Class 14 contains 1424 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 19 contains 68027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295184.000000 Penalty: 10795.917969
Iteration 80F: 19 clusters Score -2.529518e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 5931 members 
Mstep: Class 4 contains 87632 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5213 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 316807 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 207 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 19 contains 68057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295472.000000 Penalty: 10795.917969
Iteration 81Q: 19 clusters Score -2.529547e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 87686 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 844 members 
Mstep: Class 13 contains 316579 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 19 contains 68068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295564.000000 Penalty: 10795.917969
Iteration 82Q: 19 clusters Score -2.529556e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 87791 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 4721 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 316397 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295588.000000 Penalty: 10795.917969
Iteration 83Q: 19 clusters Score -2.529559e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 87910 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 4760 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 13 contains 316217 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295672.000000 Penalty: 10795.917969
Iteration 84Q: 19 clusters Score -2.529567e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 5888 members 
Mstep: Class 4 contains 88043 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5163 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 13 contains 316032 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295710.000000 Penalty: 10795.917969
Iteration 85Q: 19 clusters Score -2.529571e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 6784 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 88165 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 903 members 
Mstep: Class 13 contains 315866 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295768.000000 Penalty: 10795.917969
Iteration 86Q: 19 clusters Score -2.529577e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 88259 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 315741 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295820.000000 Penalty: 10795.917969
Iteration 87Q: 19 clusters Score -2.529582e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 88348 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 315596 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295860.000000 Penalty: 10795.917969
Iteration 88Q: 19 clusters Score -2.529586e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 88421 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 4943 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4652 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 315449 members 
Mstep: Class 14 contains 1487 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295902.000000 Penalty: 10795.917969
Iteration 89Q: 19 clusters Score -2.52959e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 6831 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 88501 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 4967 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 315308 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295934.000000 Penalty: 10795.917969
Iteration 90Q: 19 clusters Score -2.529593e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 88567 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 4990 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4650 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 315191 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295916.000000 Penalty: 10795.917969
Iteration 91Q: 19 clusters Score -2.529592e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 88613 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 315104 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295934.000000 Penalty: 10795.917969
Iteration 92Q: 19 clusters Score -2.529593e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 88661 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 315009 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295936.000000 Penalty: 10795.917969
Iteration 93Q: 19 clusters Score -2.529594e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 88722 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 5087 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 314895 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295974.000000 Penalty: 10795.917969
Iteration 94Q: 19 clusters Score -2.529597e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 88772 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1075 members 
Mstep: Class 13 contains 314790 members 
Mstep: Class 14 contains 1534 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295962.000000 Penalty: 10795.917969
Iteration 95Q: 19 clusters Score -2.529596e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 88811 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 314684 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295974.000000 Penalty: 10795.917969
Iteration 96Q: 19 clusters Score -2.529597e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 88848 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 314585 members 
Mstep: Class 14 contains 1554 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296028.000000 Penalty: 10795.917969
Iteration 97Q: 19 clusters Score -2.529603e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 88891 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 4958 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 314481 members 
Mstep: Class 14 contains 1557 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295982.000000 Penalty: 10795.917969
Iteration 98Q: 19 clusters Score -2.529598e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 5822 members 
Mstep: Class 4 contains 88935 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 314385 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 19 contains 68622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296028.000000 Penalty: 10795.917969
Iteration 99Q: 19 clusters Score -2.529603e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 88970 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 314307 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 19 contains 68664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296184.000000 Penalty: 10795.917969
Iteration 100F: 19 clusters Score -2.529618e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 5809 members 
Mstep: Class 4 contains 88981 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 314233 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 218 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296876.000000 Penalty: 10795.917969
Iteration 101Q: 19 clusters Score -2.529688e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 5799 members 
Mstep: Class 4 contains 88894 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 314131 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 19 contains 68749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297358.000000 Penalty: 10795.917969
Iteration 102Q: 19 clusters Score -2.529736e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 88810 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 4841 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 314049 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 19 contains 68761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297476.000000 Penalty: 10795.917969
Iteration 103Q: 19 clusters Score -2.529748e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 88805 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 313944 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297608.000000 Penalty: 10795.917969
Iteration 104Q: 19 clusters Score -2.529761e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 88822 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 313848 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297660.000000 Penalty: 10795.917969
Iteration 105Q: 19 clusters Score -2.529766e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 7043 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 88848 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4788 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 313759 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297740.000000 Penalty: 10795.917969
Iteration 106Q: 19 clusters Score -2.529774e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 5771 members 
Mstep: Class 4 contains 88889 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 313702 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297756.000000 Penalty: 10795.917969
Iteration 107Q: 19 clusters Score -2.529776e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 7045 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 88936 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 5431 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 313660 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297824.000000 Penalty: 10795.917969
Iteration 108Q: 19 clusters Score -2.529782e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 5765 members 
Mstep: Class 4 contains 88973 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4758 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 1371 members 
Mstep: Class 13 contains 313625 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297860.000000 Penalty: 10795.917969
Iteration 109Q: 19 clusters Score -2.529786e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 5763 members 
Mstep: Class 4 contains 89012 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 1388 members 
Mstep: Class 13 contains 313577 members 
Mstep: Class 14 contains 1662 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297834.000000 Penalty: 10795.917969
Iteration 110Q: 19 clusters Score -2.529783e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 5760 members 
Mstep: Class 4 contains 89050 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 5474 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4746 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 313536 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297838.000000 Penalty: 10795.917969
Iteration 111Q: 19 clusters Score -2.529784e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 5757 members 
Mstep: Class 4 contains 89078 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4743 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 313498 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297878.000000 Penalty: 10795.917969
Iteration 112Q: 19 clusters Score -2.529788e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89095 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 313476 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297880.000000 Penalty: 10795.917969
Iteration 113Q: 19 clusters Score -2.529788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 7051 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89113 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 313446 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297890.000000 Penalty: 10795.917969
Iteration 114Q: 19 clusters Score -2.529789e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89126 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 5528 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 313414 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297884.000000 Penalty: 10795.917969
Iteration 115Q: 19 clusters Score -2.529788e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89137 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 313384 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297904.000000 Penalty: 10795.917969
Iteration 116Q: 19 clusters Score -2.52979e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89143 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 313356 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297920.000000 Penalty: 10795.917969
Iteration 117Q: 19 clusters Score -2.529792e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89154 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 313326 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 19 contains 68648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297884.000000 Penalty: 10795.917969
Iteration 118Q: 19 clusters Score -2.529788e+07 nChanged 75
Entering ConstructFrom: 
Score: -25297884.000000 Penalty: 10795.917969
Entering ConstructFrom: 
Trying to split cluster 1 (22870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Entering Unmasked Estep 
Score: -1072232.750000 Penalty: 456.709961
	Iteration 0F: 2 clusters Score -1072233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1056899.875000 Penalty: 913.419922
	Iteration 0F: 3 clusters Score -1056900 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1063331.375000 Penalty: 913.419922
	Iteration 1F: 3 clusters Score -1063331 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1063737.500000 Penalty: 913.419922
	Iteration 2Q: 3 clusters Score -1063738 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1064434.500000 Penalty: 913.419922
	Iteration 3F: 3 clusters Score -1064434 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1065496.625000 Penalty: 913.419922
	Iteration 4F: 3 clusters Score -1065497 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1066793.750000 Penalty: 913.419922
	Iteration 5F: 3 clusters Score -1066794 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1067994.250000 Penalty: 913.419922
	Iteration 6F: 3 clusters Score -1067994 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1068827.250000 Penalty: 913.419922
	Iteration 7F: 3 clusters Score -1068827 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1069324.750000 Penalty: 913.419922
	Iteration 8Q: 3 clusters Score -1069325 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1069706.125000 Penalty: 913.419922
	Iteration 9Q: 3 clusters Score -1069706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1070117.250000 Penalty: 913.419922
	Iteration 10Q: 3 clusters Score -1070117 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1070598.875000 Penalty: 913.419922
	Iteration 11Q: 3 clusters Score -1070599 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1071037.375000 Penalty: 913.419922
	Iteration 12Q: 3 clusters Score -1071037 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1071384.000000 Penalty: 913.419922
	Iteration 13Q: 3 clusters Score -1071384 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1071629.375000 Penalty: 913.419922
	Iteration 14Q: 3 clusters Score -1071629 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1071763.625000 Penalty: 913.419922
	Iteration 15Q: 3 clusters Score -1071764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1071851.500000 Penalty: 913.419922
	Iteration 16Q: 3 clusters Score -1071852 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1071914.125000 Penalty: 913.419922
	Iteration 17Q: 3 clusters Score -1071914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1071946.375000 Penalty: 913.419922
	Iteration 18Q: 3 clusters Score -1071946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1071964.000000 Penalty: 913.419922
	Iteration 19Q: 3 clusters Score -1071964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1071995.000000 Penalty: 913.419922
	Iteration 20F: 3 clusters Score -1071995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1072008.875000 Penalty: 913.419922
	Iteration 21Q: 3 clusters Score -1072009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1072018.375000 Penalty: 913.419922
	Iteration 22Q: 3 clusters Score -1072018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1072016.125000 Penalty: 913.419922
	Iteration 23Q: 3 clusters Score -1072016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1072021.875000 Penalty: 913.419922
	Iteration 24Q: 3 clusters Score -1072022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1072022.250000 Penalty: 913.419922
	Iteration 25Q: 3 clusters Score -1072022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1072023.375000 Penalty: 913.419922
	Iteration 26Q: 3 clusters Score -1072023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1072023.625000 Penalty: 913.419922
	Iteration 27Q: 3 clusters Score -1072024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1072025.625000 Penalty: 913.419922
	Iteration 28Q: 3 clusters Score -1072026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1072026.250000 Penalty: 913.419922
	Iteration 29Q: 3 clusters Score -1072026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1072026.250000 Penalty: 913.419922
	Iteration 30Q: 3 clusters Score -1072026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1072025.875000 Penalty: 913.419922
	Iteration 31Q: 3 clusters Score -1072026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1072025.875000 Penalty: 913.419922
	Iteration 32Q: 3 clusters Score -1072026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1072024.500000 Penalty: 913.419922
	Iteration 33Q: 3 clusters Score -1072024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1072025.750000 Penalty: 913.419922
	Iteration 34Q: 3 clusters Score -1072026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1072024.875000 Penalty: 913.419922
	Iteration 35Q: 3 clusters Score -1072025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1072025.750000 Penalty: 913.419922
	Iteration 36Q: 3 clusters Score -1072026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1072026.125000 Penalty: 913.419922
	Iteration 37Q: 3 clusters Score -1072026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1072027.125000 Penalty: 913.419922
	Iteration 38Q: 3 clusters Score -1072027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1072026.500000 Penalty: 913.419922
	Iteration 39Q: 3 clusters Score -1072026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1072026.500000 Penalty: 913.419922
	Iteration 40F: 3 clusters Score -1072026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -337023.093750 Penalty: 403.320251
	Iteration 0F: 2 clusters Score -337023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -332360.750000 Penalty: 806.640503
	Iteration 0F: 3 clusters Score -332360.8 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -334522.750000 Penalty: 806.640503
	Iteration 1F: 3 clusters Score -334522.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -335031.937500 Penalty: 806.640503
	Iteration 2F: 3 clusters Score -335031.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -335604.312500 Penalty: 806.640503
	Iteration 3F: 3 clusters Score -335604.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -335990.750000 Penalty: 806.640503
	Iteration 4F: 3 clusters Score -335990.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -336161.781250 Penalty: 806.640503
	Iteration 5F: 3 clusters Score -336161.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -336227.062500 Penalty: 806.640503
	Iteration 6Q: 3 clusters Score -336227.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -336270.343750 Penalty: 806.640503
	Iteration 7Q: 3 clusters Score -336270.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -336326.687500 Penalty: 806.640503
	Iteration 8Q: 3 clusters Score -336326.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -336390.812500 Penalty: 806.640503
	Iteration 9Q: 3 clusters Score -336390.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -336440.468750 Penalty: 806.640503
	Iteration 10Q: 3 clusters Score -336440.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -336483.343750 Penalty: 806.640503
	Iteration 11Q: 3 clusters Score -336483.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -336520.718750 Penalty: 806.640503
	Iteration 12Q: 3 clusters Score -336520.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -336552.156250 Penalty: 806.640503
	Iteration 13Q: 3 clusters Score -336552.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -336591.906250 Penalty: 806.640503
	Iteration 14Q: 3 clusters Score -336591.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -336632.750000 Penalty: 806.640503
	Iteration 15Q: 3 clusters Score -336632.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -336671.343750 Penalty: 806.640503
	Iteration 16Q: 3 clusters Score -336671.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -336708.968750 Penalty: 806.640503
	Iteration 17Q: 3 clusters Score -336709 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -336756.375000 Penalty: 806.640503
	Iteration 18Q: 3 clusters Score -336756.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -336800.281250 Penalty: 806.640503
	Iteration 19Q: 3 clusters Score -336800.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -336832.531250 Penalty: 806.640503
	Iteration 20F: 3 clusters Score -336832.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -336857.187500 Penalty: 806.640503
	Iteration 21Q: 3 clusters Score -336857.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -336872.718750 Penalty: 806.640503
	Iteration 22Q: 3 clusters Score -336872.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -336883.906250 Penalty: 806.640503
	Iteration 23Q: 3 clusters Score -336883.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -336897.781250 Penalty: 806.640503
	Iteration 24Q: 3 clusters Score -336897.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -336909.781250 Penalty: 806.640503
	Iteration 25Q: 3 clusters Score -336909.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -336921.906250 Penalty: 806.640503
	Iteration 26Q: 3 clusters Score -336921.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -336930.187500 Penalty: 806.640503
	Iteration 27Q: 3 clusters Score -336930.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -336937.343750 Penalty: 806.640503
	Iteration 28Q: 3 clusters Score -336937.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -336946.218750 Penalty: 806.640503
	Iteration 29Q: 3 clusters Score -336946.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -336955.343750 Penalty: 806.640503
	Iteration 30Q: 3 clusters Score -336955.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -336963.875000 Penalty: 806.640503
	Iteration 31Q: 3 clusters Score -336963.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -336974.250000 Penalty: 806.640503
	Iteration 32Q: 3 clusters Score -336974.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -336990.687500 Penalty: 806.640503
	Iteration 33Q: 3 clusters Score -336990.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -337002.343750 Penalty: 806.640503
	Iteration 34Q: 3 clusters Score -337002.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -337017.156250 Penalty: 806.640503
	Iteration 35Q: 3 clusters Score -337017.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -337032.625000 Penalty: 806.640503
	Iteration 36Q: 3 clusters Score -337032.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337047.843750 Penalty: 806.640503
	Iteration 37Q: 3 clusters Score -337047.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -337061.562500 Penalty: 806.640503
	Iteration 38Q: 3 clusters Score -337061.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -337075.531250 Penalty: 806.640503
	Iteration 39Q: 3 clusters Score -337075.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -337088.875000 Penalty: 806.640503
	Iteration 40F: 3 clusters Score -337088.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -337094.593750 Penalty: 806.640503
	Iteration 41Q: 3 clusters Score -337094.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -337098.062500 Penalty: 806.640503
	Iteration 42Q: 3 clusters Score -337098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -337099.750000 Penalty: 806.640503
	Iteration 43Q: 3 clusters Score -337099.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -337102.625000 Penalty: 806.640503
	Iteration 44Q: 3 clusters Score -337102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -337106.218750 Penalty: 806.640503
	Iteration 45Q: 3 clusters Score -337106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -337111.687500 Penalty: 806.640503
	Iteration 46Q: 3 clusters Score -337111.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -337116.906250 Penalty: 806.640503
	Iteration 47Q: 3 clusters Score -337116.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -337121.718750 Penalty: 806.640503
	Iteration 48Q: 3 clusters Score -337121.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -337123.656250 Penalty: 806.640503
	Iteration 49Q: 3 clusters Score -337123.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -337128.812500 Penalty: 806.640503
	Iteration 50Q: 3 clusters Score -337128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -337129.156250 Penalty: 806.640503
	Iteration 51Q: 3 clusters Score -337129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -337129.781250 Penalty: 806.640503
	Iteration 52Q: 3 clusters Score -337129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -337130.625000 Penalty: 806.640503
	Iteration 53Q: 3 clusters Score -337130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -337130.968750 Penalty: 806.640503
	Iteration 54Q: 3 clusters Score -337131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -337131.375000 Penalty: 806.640503
	Iteration 55Q: 3 clusters Score -337131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -337131.687500 Penalty: 806.640503
	Iteration 56Q: 3 clusters Score -337131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -337131.343750 Penalty: 806.640503
	Iteration 57Q: 3 clusters Score -337131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -337131.343750 Penalty: 806.640503
	Iteration 58F: 3 clusters Score -337131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 313307 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 68638 members 
Entering Unmasked Estep 
Score: -25297792.000000 Penalty: 11395.691406
Splitting cluster 2 changes total score from -25297884.000000 to -25297792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -298193.843750 Penalty: 393.938904
	Iteration 0F: 2 clusters Score -298193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -294304.562500 Penalty: 787.877808
	Iteration 0F: 3 clusters Score -294304.6 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -295885.468750 Penalty: 787.877808
	Iteration 1F: 3 clusters Score -295885.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -296194.281250 Penalty: 787.877808
	Iteration 2F: 3 clusters Score -296194.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -296559.781250 Penalty: 787.877808
	Iteration 3F: 3 clusters Score -296559.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -296959.500000 Penalty: 787.877808
	Iteration 4F: 3 clusters Score -296959.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -297270.156250 Penalty: 787.877808
	Iteration 5F: 3 clusters Score -297270.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -297436.593750 Penalty: 787.877808
	Iteration 6F: 3 clusters Score -297436.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -297522.312500 Penalty: 787.877808
	Iteration 7Q: 3 clusters Score -297522.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -297557.437500 Penalty: 787.877808
	Iteration 8Q: 3 clusters Score -297557.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -297573.375000 Penalty: 787.877808
	Iteration 9Q: 3 clusters Score -297573.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -297584.031250 Penalty: 787.877808
	Iteration 10Q: 3 clusters Score -297584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -297594.750000 Penalty: 787.877808
	Iteration 11Q: 3 clusters Score -297594.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -297605.968750 Penalty: 787.877808
	Iteration 12Q: 3 clusters Score -297606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -297615.718750 Penalty: 787.877808
	Iteration 13Q: 3 clusters Score -297615.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -297620.375000 Penalty: 787.877808
	Iteration 14Q: 3 clusters Score -297620.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -297625.656250 Penalty: 787.877808
	Iteration 15Q: 3 clusters Score -297625.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -297631.468750 Penalty: 787.877808
	Iteration 16Q: 3 clusters Score -297631.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -297635.406250 Penalty: 787.877808
	Iteration 17Q: 3 clusters Score -297635.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -297638.562500 Penalty: 787.877808
	Iteration 18Q: 3 clusters Score -297638.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -297642.156250 Penalty: 787.877808
	Iteration 19Q: 3 clusters Score -297642.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -297644.500000 Penalty: 787.877808
	Iteration 20F: 3 clusters Score -297644.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -297646.562500 Penalty: 787.877808
	Iteration 21Q: 3 clusters Score -297646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -297647.562500 Penalty: 787.877808
	Iteration 22Q: 3 clusters Score -297647.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -297648.656250 Penalty: 787.877808
	Iteration 23Q: 3 clusters Score -297648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -297649.187500 Penalty: 787.877808
	Iteration 24Q: 3 clusters Score -297649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -297650.312500 Penalty: 787.877808
	Iteration 25Q: 3 clusters Score -297650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -297651.500000 Penalty: 787.877808
	Iteration 26Q: 3 clusters Score -297651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -297651.843750 Penalty: 787.877808
	Iteration 27Q: 3 clusters Score -297651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -297652.031250 Penalty: 787.877808
	Iteration 28Q: 3 clusters Score -297652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -297653.125000 Penalty: 787.877808
	Iteration 29Q: 3 clusters Score -297653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -297654.031250 Penalty: 787.877808
	Iteration 30Q: 3 clusters Score -297654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -297654.593750 Penalty: 787.877808
	Iteration 31Q: 3 clusters Score -297654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -297654.687500 Penalty: 787.877808
	Iteration 32Q: 3 clusters Score -297654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -297654.812500 Penalty: 787.877808
	Iteration 33Q: 3 clusters Score -297654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -297655.250000 Penalty: 787.877808
	Iteration 34Q: 3 clusters Score -297655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -297655.500000 Penalty: 787.877808
	Iteration 35Q: 3 clusters Score -297655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -297656.406250 Penalty: 787.877808
	Iteration 36Q: 3 clusters Score -297656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -297656.843750 Penalty: 787.877808
	Iteration 37Q: 3 clusters Score -297656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -297657.437500 Penalty: 787.877808
	Iteration 38Q: 3 clusters Score -297657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -297657.281250 Penalty: 787.877808
	Iteration 39Q: 3 clusters Score -297657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -297657.781250 Penalty: 787.877808
	Iteration 40F: 3 clusters Score -297657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -297657.781250 Penalty: 787.877808
	Iteration 41Q: 3 clusters Score -297657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -297658.125000 Penalty: 787.877808
	Iteration 42Q: 3 clusters Score -297658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -297658.125000 Penalty: 787.877808
	Iteration 43F: 3 clusters Score -297658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (89163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Entering Unmasked Estep 
Score: -4504672.500000 Penalty: 518.619080
	Iteration 0F: 2 clusters Score -4504672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -4444497.000000 Penalty: 1037.238159
	Iteration 0F: 3 clusters Score -4444497 nChanged 43431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -4472774.500000 Penalty: 1037.238159
	Iteration 1F: 3 clusters Score -4472774 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -4475489.000000 Penalty: 1037.238159
	Iteration 2F: 3 clusters Score -4475489 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -4479922.000000 Penalty: 1037.238159
	Iteration 3F: 3 clusters Score -4479922 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -4485533.500000 Penalty: 1037.238159
	Iteration 4F: 3 clusters Score -4485534 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -4489983.000000 Penalty: 1037.238159
	Iteration 5F: 3 clusters Score -4489983 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -4492159.000000 Penalty: 1037.238159
	Iteration 6Q: 3 clusters Score -4492159 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -4493112.500000 Penalty: 1037.238159
	Iteration 7Q: 3 clusters Score -4493112 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -4493708.500000 Penalty: 1037.238159
	Iteration 8Q: 3 clusters Score -4493708 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -4494332.500000 Penalty: 1037.238159
	Iteration 9Q: 3 clusters Score -4494332 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -4494917.000000 Penalty: 1037.238159
	Iteration 10Q: 3 clusters Score -4494917 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -4495431.000000 Penalty: 1037.238159
	Iteration 11Q: 3 clusters Score -4495431 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -4495963.000000 Penalty: 1037.238159
	Iteration 12Q: 3 clusters Score -4495963 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -4496444.500000 Penalty: 1037.238159
	Iteration 13Q: 3 clusters Score -4496444 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -4496929.000000 Penalty: 1037.238159
	Iteration 14Q: 3 clusters Score -4496929 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -4497457.000000 Penalty: 1037.238159
	Iteration 15Q: 3 clusters Score -4497457 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -4497954.000000 Penalty: 1037.238159
	Iteration 16Q: 3 clusters Score -4497954 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -4498485.500000 Penalty: 1037.238159
	Iteration 17Q: 3 clusters Score -4498486 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -4498941.000000 Penalty: 1037.238159
	Iteration 18Q: 3 clusters Score -4498941 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -4499467.500000 Penalty: 1037.238159
	Iteration 19Q: 3 clusters Score -4499468 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -4500003.500000 Penalty: 1037.238159
	Iteration 20F: 3 clusters Score -4500004 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -4500497.500000 Penalty: 1037.238159
	Iteration 21Q: 3 clusters Score -4500498 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -4501050.000000 Penalty: 1037.238159
	Iteration 22Q: 3 clusters Score -4501050 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -4501534.000000 Penalty: 1037.238159
	Iteration 23Q: 3 clusters Score -4501534 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -4501976.000000 Penalty: 1037.238159
	Iteration 24Q: 3 clusters Score -4501976 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -4502386.000000 Penalty: 1037.238159
	Iteration 25Q: 3 clusters Score -4502386 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -4502737.500000 Penalty: 1037.238159
	Iteration 26Q: 3 clusters Score -4502738 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -4503058.000000 Penalty: 1037.238159
	Iteration 27Q: 3 clusters Score -4503058 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -4503316.500000 Penalty: 1037.238159
	Iteration 28Q: 3 clusters Score -4503316 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -4503556.000000 Penalty: 1037.238159
	Iteration 29Q: 3 clusters Score -4503556 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -4503741.000000 Penalty: 1037.238159
	Iteration 30Q: 3 clusters Score -4503741 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -4503881.000000 Penalty: 1037.238159
	Iteration 31Q: 3 clusters Score -4503881 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 88455 members 
Entering Unmasked Estep 
Score: -4503987.000000 Penalty: 1037.238159
	Iteration 32Q: 3 clusters Score -4503987 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -4504057.000000 Penalty: 1037.238159
	Iteration 33Q: 3 clusters Score -4504057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -4504094.000000 Penalty: 1037.238159
	Iteration 34Q: 3 clusters Score -4504094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -4504126.000000 Penalty: 1037.238159
	Iteration 35Q: 3 clusters Score -4504126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -4504161.000000 Penalty: 1037.238159
	Iteration 36Q: 3 clusters Score -4504161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -4504172.500000 Penalty: 1037.238159
	Iteration 37Q: 3 clusters Score -4504172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -4504191.500000 Penalty: 1037.238159
	Iteration 38Q: 3 clusters Score -4504192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -4504206.000000 Penalty: 1037.238159
	Iteration 39Q: 3 clusters Score -4504206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -4504219.500000 Penalty: 1037.238159
	Iteration 40F: 3 clusters Score -4504220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -4504232.500000 Penalty: 1037.238159
	Iteration 41Q: 3 clusters Score -4504232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -4504236.500000 Penalty: 1037.238159
	Iteration 42Q: 3 clusters Score -4504236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -4504240.000000 Penalty: 1037.238159
	Iteration 43Q: 3 clusters Score -4504240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -4504249.000000 Penalty: 1037.238159
	Iteration 44Q: 3 clusters Score -4504249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -4504252.000000 Penalty: 1037.238159
	Iteration 45Q: 3 clusters Score -4504252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -4504256.000000 Penalty: 1037.238159
	Iteration 46Q: 3 clusters Score -4504256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -4504255.500000 Penalty: 1037.238159
	Iteration 47Q: 3 clusters Score -4504256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -4504260.000000 Penalty: 1037.238159
	Iteration 48Q: 3 clusters Score -4504260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -4504262.500000 Penalty: 1037.238159
	Iteration 49Q: 3 clusters Score -4504262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -4504266.500000 Penalty: 1037.238159
	Iteration 50Q: 3 clusters Score -4504266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -4504265.500000 Penalty: 1037.238159
	Iteration 51Q: 3 clusters Score -4504266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -4504265.500000 Penalty: 1037.238159
	Iteration 52F: 3 clusters Score -4504266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -36558.074219 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -36558.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35921.589844 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -35921.59 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36424.597656 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -36424.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -36758.253906 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -36758.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -36984.843750 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -36984.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37071.304688 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -37071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -37130.253906 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -37130.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37190.300781 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -37190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -37196.218750 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -37196.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37198.960938 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -37198.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37198.960938 Penalty: 611.540039
	Iteration 9F: 3 clusters Score -37198.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 2707 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 313307 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Entering Unmasked Estep 
Score: -25298220.000000 Penalty: 11395.691406
Splitting cluster 5 changes total score from -25297884.000000 to -25298220.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -127493.242188 Penalty: 359.613647
	Iteration 0F: 2 clusters Score -127493.2 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 1364 members 
Entering Unmasked Estep 
Score: -125569.710938 Penalty: 719.227295
	Iteration 0F: 3 clusters Score -125569.7 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -126284.125000 Penalty: 719.227295
	Iteration 1F: 3 clusters Score -126284.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -126388.078125 Penalty: 719.227295
	Iteration 2F: 3 clusters Score -126388.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -126492.460938 Penalty: 719.227295
	Iteration 3F: 3 clusters Score -126492.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -126595.031250 Penalty: 719.227295
	Iteration 4F: 3 clusters Score -126595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -126691.179688 Penalty: 719.227295
	Iteration 5F: 3 clusters Score -126691.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -126759.226562 Penalty: 719.227295
	Iteration 6Q: 3 clusters Score -126759.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -126805.085938 Penalty: 719.227295
	Iteration 7Q: 3 clusters Score -126805.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -126842.328125 Penalty: 719.227295
	Iteration 8Q: 3 clusters Score -126842.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -126887.070312 Penalty: 719.227295
	Iteration 9Q: 3 clusters Score -126887.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -126922.968750 Penalty: 719.227295
	Iteration 10Q: 3 clusters Score -126923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -126958.164062 Penalty: 719.227295
	Iteration 11Q: 3 clusters Score -126958.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -126988.906250 Penalty: 719.227295
	Iteration 12Q: 3 clusters Score -126988.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -127023.164062 Penalty: 719.227295
	Iteration 13Q: 3 clusters Score -127023.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -127069.984375 Penalty: 719.227295
	Iteration 14Q: 3 clusters Score -127070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -127150.187500 Penalty: 719.227295
	Iteration 15Q: 3 clusters Score -127150.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -127235.882812 Penalty: 719.227295
	Iteration 16Q: 3 clusters Score -127235.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127334.164062 Penalty: 719.227295
	Iteration 17Q: 3 clusters Score -127334.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -127416.421875 Penalty: 719.227295
	Iteration 18Q: 3 clusters Score -127416.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -127475.570312 Penalty: 719.227295
	Iteration 19Q: 3 clusters Score -127475.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127522.875000 Penalty: 719.227295
	Iteration 20F: 3 clusters Score -127522.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -127553.843750 Penalty: 719.227295
	Iteration 21Q: 3 clusters Score -127553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127578.093750 Penalty: 719.227295
	Iteration 22Q: 3 clusters Score -127578.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127598.140625 Penalty: 719.227295
	Iteration 23Q: 3 clusters Score -127598.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127608.578125 Penalty: 719.227295
	Iteration 24Q: 3 clusters Score -127608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -127615.187500 Penalty: 719.227295
	Iteration 25Q: 3 clusters Score -127615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127620.960938 Penalty: 719.227295
	Iteration 26Q: 3 clusters Score -127621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -127623.914062 Penalty: 719.227295
	Iteration 27Q: 3 clusters Score -127623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127625.898438 Penalty: 719.227295
	Iteration 28Q: 3 clusters Score -127625.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -127628.343750 Penalty: 719.227295
	Iteration 29Q: 3 clusters Score -127628.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127632.781250 Penalty: 719.227295
	Iteration 30Q: 3 clusters Score -127632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -127635.351562 Penalty: 719.227295
	Iteration 31Q: 3 clusters Score -127635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -127639.984375 Penalty: 719.227295
	Iteration 32Q: 3 clusters Score -127640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -127645.000000 Penalty: 719.227295
	Iteration 33Q: 3 clusters Score -127645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -127651.609375 Penalty: 719.227295
	Iteration 34Q: 3 clusters Score -127651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -127656.218750 Penalty: 719.227295
	Iteration 35Q: 3 clusters Score -127656.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -127662.414062 Penalty: 719.227295
	Iteration 36Q: 3 clusters Score -127662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127665.085938 Penalty: 719.227295
	Iteration 37Q: 3 clusters Score -127665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127665.796875 Penalty: 719.227295
	Iteration 38Q: 3 clusters Score -127665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -127666.273438 Penalty: 719.227295
	Iteration 39Q: 3 clusters Score -127666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127666.640625 Penalty: 719.227295
	Iteration 40F: 3 clusters Score -127666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127667.023438 Penalty: 719.227295
	Iteration 41Q: 3 clusters Score -127667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127667.414062 Penalty: 719.227295
	Iteration 42Q: 3 clusters Score -127667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127668.312500 Penalty: 719.227295
	Iteration 43Q: 3 clusters Score -127668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -127668.921875 Penalty: 719.227295
	Iteration 44Q: 3 clusters Score -127668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127669.023438 Penalty: 719.227295
	Iteration 45Q: 3 clusters Score -127669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -127669.023438 Penalty: 719.227295
	Iteration 46F: 3 clusters Score -127669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 313307 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Mstep: Class 20 contains 764 members 
Entering Unmasked Estep 
Score: -25298172.000000 Penalty: 11995.464844
Splitting cluster 6 changes total score from -25297884.000000 to -25298172.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -254954.359375 Penalty: 392.648071
	Iteration 0F: 2 clusters Score -254954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -251225.671875 Penalty: 785.296143
	Iteration 0F: 3 clusters Score -251225.7 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -252509.000000 Penalty: 785.296143
	Iteration 1F: 3 clusters Score -252509 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -252591.640625 Penalty: 785.296143
	Iteration 2Q: 3 clusters Score -252591.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -252659.000000 Penalty: 785.296143
	Iteration 3Q: 3 clusters Score -252659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -252718.328125 Penalty: 785.296143
	Iteration 4Q: 3 clusters Score -252718.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -252776.296875 Penalty: 785.296143
	Iteration 5Q: 3 clusters Score -252776.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -252848.093750 Penalty: 785.296143
	Iteration 6Q: 3 clusters Score -252848.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -252955.640625 Penalty: 785.296143
	Iteration 7Q: 3 clusters Score -252955.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -253084.468750 Penalty: 785.296143
	Iteration 8Q: 3 clusters Score -253084.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -253244.265625 Penalty: 785.296143
	Iteration 9Q: 3 clusters Score -253244.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -253478.921875 Penalty: 785.296143
	Iteration 10F: 3 clusters Score -253478.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -253741.515625 Penalty: 785.296143
	Iteration 11F: 3 clusters Score -253741.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -254000.859375 Penalty: 785.296143
	Iteration 12F: 3 clusters Score -254000.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -254249.640625 Penalty: 785.296143
	Iteration 13Q: 3 clusters Score -254249.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -254422.828125 Penalty: 785.296143
	Iteration 14Q: 3 clusters Score -254422.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -254524.593750 Penalty: 785.296143
	Iteration 15Q: 3 clusters Score -254524.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -254603.359375 Penalty: 785.296143
	Iteration 16Q: 3 clusters Score -254603.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -254634.453125 Penalty: 785.296143
	Iteration 17Q: 3 clusters Score -254634.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -254657.078125 Penalty: 785.296143
	Iteration 18Q: 3 clusters Score -254657.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -254675.281250 Penalty: 785.296143
	Iteration 19Q: 3 clusters Score -254675.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -254687.921875 Penalty: 785.296143
	Iteration 20F: 3 clusters Score -254687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -254694.062500 Penalty: 785.296143
	Iteration 21Q: 3 clusters Score -254694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -254698.937500 Penalty: 785.296143
	Iteration 22Q: 3 clusters Score -254698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -254703.828125 Penalty: 785.296143
	Iteration 23Q: 3 clusters Score -254703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -254706.531250 Penalty: 785.296143
	Iteration 24Q: 3 clusters Score -254706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -254706.640625 Penalty: 785.296143
	Iteration 25Q: 3 clusters Score -254706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -254706.734375 Penalty: 785.296143
	Iteration 26Q: 3 clusters Score -254706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -254706.765625 Penalty: 785.296143
	Iteration 27Q: 3 clusters Score -254706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -254706.984375 Penalty: 785.296143
	Iteration 28Q: 3 clusters Score -254707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -254707.296875 Penalty: 785.296143
	Iteration 29Q: 3 clusters Score -254707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -254707.671875 Penalty: 785.296143
	Iteration 30Q: 3 clusters Score -254707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -254707.671875 Penalty: 785.296143
	Iteration 31F: 3 clusters Score -254707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -34869.851562 Penalty: 300.541046
	Iteration 0F: 2 clusters Score -34869.85 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 371 members 
Entering Unmasked Estep 
Score: -34250.121094 Penalty: 601.082092
	Iteration 0F: 3 clusters Score -34250.12 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34407.738281 Penalty: 601.082092
	Iteration 1F: 3 clusters Score -34407.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34454.371094 Penalty: 601.082092
	Iteration 2F: 3 clusters Score -34454.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34478.707031 Penalty: 601.082092
	Iteration 3F: 3 clusters Score -34478.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34486.167969 Penalty: 601.082092
	Iteration 4Q: 3 clusters Score -34486.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34489.792969 Penalty: 601.082092
	Iteration 5Q: 3 clusters Score -34489.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34490.519531 Penalty: 601.082092
	Iteration 6Q: 3 clusters Score -34490.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34493.101562 Penalty: 601.082092
	Iteration 7Q: 3 clusters Score -34493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34497.570312 Penalty: 601.082092
	Iteration 8Q: 3 clusters Score -34497.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34499.851562 Penalty: 601.082092
	Iteration 9Q: 3 clusters Score -34499.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34502.132812 Penalty: 601.082092
	Iteration 10Q: 3 clusters Score -34502.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34503.363281 Penalty: 601.082092
	Iteration 11Q: 3 clusters Score -34503.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34505.703125 Penalty: 601.082092
	Iteration 12Q: 3 clusters Score -34505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34509.253906 Penalty: 601.082092
	Iteration 13Q: 3 clusters Score -34509.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34514.324219 Penalty: 601.082092
	Iteration 14Q: 3 clusters Score -34514.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34517.898438 Penalty: 601.082092
	Iteration 15Q: 3 clusters Score -34517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34520.714844 Penalty: 601.082092
	Iteration 16Q: 3 clusters Score -34520.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34524.558594 Penalty: 601.082092
	Iteration 17Q: 3 clusters Score -34524.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34528.578125 Penalty: 601.082092
	Iteration 18Q: 3 clusters Score -34528.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34533.269531 Penalty: 601.082092
	Iteration 19Q: 3 clusters Score -34533.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34538.609375 Penalty: 601.082092
	Iteration 20F: 3 clusters Score -34538.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34540.652344 Penalty: 601.082092
	Iteration 21Q: 3 clusters Score -34540.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34543.652344 Penalty: 601.082092
	Iteration 22Q: 3 clusters Score -34543.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34547.125000 Penalty: 601.082092
	Iteration 23Q: 3 clusters Score -34547.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34551.023438 Penalty: 601.082092
	Iteration 24Q: 3 clusters Score -34551.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34553.718750 Penalty: 601.082092
	Iteration 25Q: 3 clusters Score -34553.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34553.718750 Penalty: 601.082092
	Iteration 26F: 3 clusters Score -34553.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
Score: -251495.640625 Penalty: 385.102570
	Iteration 0F: 2 clusters Score -251495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -248308.781250 Penalty: 770.205139
	Iteration 0F: 3 clusters Score -248308.8 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -249411.125000 Penalty: 770.205139
	Iteration 1F: 3 clusters Score -249411.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -249497.000000 Penalty: 770.205139
	Iteration 2F: 3 clusters Score -249497 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -249576.031250 Penalty: 770.205139
	Iteration 3Q: 3 clusters Score -249576 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -249664.171875 Penalty: 770.205139
	Iteration 4Q: 3 clusters Score -249664.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -249795.750000 Penalty: 770.205139
	Iteration 5Q: 3 clusters Score -249795.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -249987.265625 Penalty: 770.205139
	Iteration 6F: 3 clusters Score -249987.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -250214.187500 Penalty: 770.205139
	Iteration 7F: 3 clusters Score -250214.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250452.671875 Penalty: 770.205139
	Iteration 8F: 3 clusters Score -250452.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -250665.937500 Penalty: 770.205139
	Iteration 9F: 3 clusters Score -250665.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -250855.921875 Penalty: 770.205139
	Iteration 10Q: 3 clusters Score -250855.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -250974.468750 Penalty: 770.205139
	Iteration 11Q: 3 clusters Score -250974.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -251039.828125 Penalty: 770.205139
	Iteration 12Q: 3 clusters Score -251039.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -251078.062500 Penalty: 770.205139
	Iteration 13Q: 3 clusters Score -251078.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -251111.828125 Penalty: 770.205139
	Iteration 14Q: 3 clusters Score -251111.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -251133.625000 Penalty: 770.205139
	Iteration 15Q: 3 clusters Score -251133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -251144.031250 Penalty: 770.205139
	Iteration 16Q: 3 clusters Score -251144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -251151.625000 Penalty: 770.205139
	Iteration 17Q: 3 clusters Score -251151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -251155.156250 Penalty: 770.205139
	Iteration 18Q: 3 clusters Score -251155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -251158.000000 Penalty: 770.205139
	Iteration 19Q: 3 clusters Score -251158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -251158.937500 Penalty: 770.205139
	Iteration 20F: 3 clusters Score -251158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -251159.531250 Penalty: 770.205139
	Iteration 21Q: 3 clusters Score -251159.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -251161.906250 Penalty: 770.205139
	Iteration 22Q: 3 clusters Score -251161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -251161.984375 Penalty: 770.205139
	Iteration 23Q: 3 clusters Score -251162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -251161.937500 Penalty: 770.205139
	Iteration 24Q: 3 clusters Score -251161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -251161.937500 Penalty: 770.205139
	Iteration 25F: 3 clusters Score -251161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -36218.820312 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -36218.82 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 381 members 
Entering Unmasked Estep 
Score: -35552.707031 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -35552.71 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35724.953125 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -35724.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35763.980469 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -35763.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35783.984375 Penalty: 604.821533
	Iteration 3Q: 3 clusters Score -35783.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35801.628906 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -35801.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35809.480469 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -35809.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35811.253906 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -35811.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35812.261719 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -35812.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35813.457031 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -35813.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35813.847656 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -35813.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35814.535156 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -35814.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35815.664062 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -35815.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35817.031250 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -35817.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35818.074219 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -35818.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35820.640625 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -35820.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35827.343750 Penalty: 604.821533
	Iteration 15Q: 3 clusters Score -35827.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35832.437500 Penalty: 604.821533
	Iteration 16Q: 3 clusters Score -35832.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35834.339844 Penalty: 604.821533
	Iteration 17Q: 3 clusters Score -35834.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35834.675781 Penalty: 604.821533
	Iteration 18Q: 3 clusters Score -35834.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35834.675781 Penalty: 604.821533
	Iteration 19F: 3 clusters Score -35834.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -228879.437500 Penalty: 383.807617
	Iteration 0F: 2 clusters Score -228879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -225747.328125 Penalty: 767.615234
	Iteration 0F: 3 clusters Score -225747.3 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -226893.046875 Penalty: 767.615234
	Iteration 1F: 3 clusters Score -226893 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -227015.140625 Penalty: 767.615234
	Iteration 2F: 3 clusters Score -227015.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -227149.734375 Penalty: 767.615234
	Iteration 3F: 3 clusters Score -227149.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -227324.906250 Penalty: 767.615234
	Iteration 4F: 3 clusters Score -227324.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -227530.375000 Penalty: 767.615234
	Iteration 5F: 3 clusters Score -227530.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -227659.750000 Penalty: 767.615234
	Iteration 6Q: 3 clusters Score -227659.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -227720.046875 Penalty: 767.615234
	Iteration 7Q: 3 clusters Score -227720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -227753.500000 Penalty: 767.615234
	Iteration 8Q: 3 clusters Score -227753.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -227769.296875 Penalty: 767.615234
	Iteration 9Q: 3 clusters Score -227769.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -227784.343750 Penalty: 767.615234
	Iteration 10Q: 3 clusters Score -227784.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -227797.593750 Penalty: 767.615234
	Iteration 11Q: 3 clusters Score -227797.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -227809.718750 Penalty: 767.615234
	Iteration 12Q: 3 clusters Score -227809.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -227823.031250 Penalty: 767.615234
	Iteration 13Q: 3 clusters Score -227823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -227840.453125 Penalty: 767.615234
	Iteration 14Q: 3 clusters Score -227840.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -227854.890625 Penalty: 767.615234
	Iteration 15Q: 3 clusters Score -227854.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -227880.421875 Penalty: 767.615234
	Iteration 16Q: 3 clusters Score -227880.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -227917.015625 Penalty: 767.615234
	Iteration 17Q: 3 clusters Score -227917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -227953.046875 Penalty: 767.615234
	Iteration 18Q: 3 clusters Score -227953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -227991.640625 Penalty: 767.615234
	Iteration 19Q: 3 clusters Score -227991.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -228040.703125 Penalty: 767.615234
	Iteration 20F: 3 clusters Score -228040.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -228101.765625 Penalty: 767.615234
	Iteration 21Q: 3 clusters Score -228101.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -228155.421875 Penalty: 767.615234
	Iteration 22Q: 3 clusters Score -228155.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -228212.515625 Penalty: 767.615234
	Iteration 23Q: 3 clusters Score -228212.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -228275.640625 Penalty: 767.615234
	Iteration 24Q: 3 clusters Score -228275.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -228324.062500 Penalty: 767.615234
	Iteration 25Q: 3 clusters Score -228324.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -228357.859375 Penalty: 767.615234
	Iteration 26Q: 3 clusters Score -228357.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -228382.140625 Penalty: 767.615234
	Iteration 27Q: 3 clusters Score -228382.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -228397.734375 Penalty: 767.615234
	Iteration 28Q: 3 clusters Score -228397.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -228407.046875 Penalty: 767.615234
	Iteration 29Q: 3 clusters Score -228407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -228415.000000 Penalty: 767.615234
	Iteration 30Q: 3 clusters Score -228415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -228420.765625 Penalty: 767.615234
	Iteration 31Q: 3 clusters Score -228420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -228423.578125 Penalty: 767.615234
	Iteration 32Q: 3 clusters Score -228423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -228426.546875 Penalty: 767.615234
	Iteration 33Q: 3 clusters Score -228426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -228427.890625 Penalty: 767.615234
	Iteration 34Q: 3 clusters Score -228427.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -228430.578125 Penalty: 767.615234
	Iteration 35Q: 3 clusters Score -228430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -228432.921875 Penalty: 767.615234
	Iteration 36Q: 3 clusters Score -228432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -228435.265625 Penalty: 767.615234
	Iteration 37Q: 3 clusters Score -228435.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -228436.890625 Penalty: 767.615234
	Iteration 38Q: 3 clusters Score -228436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -228437.187500 Penalty: 767.615234
	Iteration 39Q: 3 clusters Score -228437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -228437.734375 Penalty: 767.615234
	Iteration 40F: 3 clusters Score -228437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -228437.828125 Penalty: 767.615234
	Iteration 41Q: 3 clusters Score -228437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -228438.687500 Penalty: 767.615234
	Iteration 42Q: 3 clusters Score -228438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -228439.156250 Penalty: 767.615234
	Iteration 43Q: 3 clusters Score -228439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -228439.703125 Penalty: 767.615234
	Iteration 44Q: 3 clusters Score -228439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -228440.015625 Penalty: 767.615234
	Iteration 45Q: 3 clusters Score -228440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -228440.203125 Penalty: 767.615234
	Iteration 46Q: 3 clusters Score -228440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -228440.859375 Penalty: 767.615234
	Iteration 47Q: 3 clusters Score -228440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -228440.750000 Penalty: 767.615234
	Iteration 48Q: 3 clusters Score -228440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -228440.718750 Penalty: 767.615234
	Iteration 49Q: 3 clusters Score -228440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -228440.906250 Penalty: 767.615234
	Iteration 50Q: 3 clusters Score -228440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -228440.765625 Penalty: 767.615234
	Iteration 51Q: 3 clusters Score -228440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -228440.765625 Penalty: 767.615234
	Iteration 52F: 3 clusters Score -228440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -61595.085938 Penalty: 331.240387
	Iteration 0F: 2 clusters Score -61595.09 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 758 members 
Entering Unmasked Estep 
Score: -60524.164062 Penalty: 662.480774
	Iteration 0F: 3 clusters Score -60524.16 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60896.859375 Penalty: 662.480774
	Iteration 1F: 3 clusters Score -60896.86 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -60999.203125 Penalty: 662.480774
	Iteration 2F: 3 clusters Score -60999.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -61127.078125 Penalty: 662.480774
	Iteration 3F: 3 clusters Score -61127.08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -61228.535156 Penalty: 662.480774
	Iteration 4F: 3 clusters Score -61228.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -61333.929688 Penalty: 662.480774
	Iteration 5F: 3 clusters Score -61333.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -61404.546875 Penalty: 662.480774
	Iteration 6Q: 3 clusters Score -61404.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -61466.769531 Penalty: 662.480774
	Iteration 7Q: 3 clusters Score -61466.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -61505.457031 Penalty: 662.480774
	Iteration 8Q: 3 clusters Score -61505.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -61536.421875 Penalty: 662.480774
	Iteration 9Q: 3 clusters Score -61536.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -61558.089844 Penalty: 662.480774
	Iteration 10Q: 3 clusters Score -61558.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -61571.675781 Penalty: 662.480774
	Iteration 11Q: 3 clusters Score -61571.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -61581.789062 Penalty: 662.480774
	Iteration 12Q: 3 clusters Score -61581.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -61590.515625 Penalty: 662.480774
	Iteration 13Q: 3 clusters Score -61590.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -61600.734375 Penalty: 662.480774
	Iteration 14Q: 3 clusters Score -61600.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -61611.656250 Penalty: 662.480774
	Iteration 15Q: 3 clusters Score -61611.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -61620.898438 Penalty: 662.480774
	Iteration 16Q: 3 clusters Score -61620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -61630.160156 Penalty: 662.480774
	Iteration 17Q: 3 clusters Score -61630.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -61630.652344 Penalty: 662.480774
	Iteration 18Q: 3 clusters Score -61630.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -61630.652344 Penalty: 662.480774
	Iteration 19F: 3 clusters Score -61630.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 79 members 
Mstep: Class 13 contains 313307 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 1372 members 
Entering Unmasked Estep 
Score: -25297932.000000 Penalty: 12595.238281
Splitting cluster 12 changes total score from -25297884.000000 to -25297932.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (313307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313307 members 
Entering Unmasked Estep 
Score: -15319966.000000 Penalty: 575.799683
	Iteration 0F: 2 clusters Score -1.531997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -15126569.000000 Penalty: 1151.599365
	Iteration 0F: 3 clusters Score -1.512657e+07 nChanged 155182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 152421 members 
Entering Unmasked Estep 
Score: -15225044.000000 Penalty: 1151.599365
	Iteration 1F: 3 clusters Score -1.522504e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165273 members 
Mstep: Class 2 contains 148034 members 
Entering Unmasked Estep 
Score: -15230440.000000 Penalty: 1151.599365
	Iteration 2Q: 3 clusters Score -1.523044e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172106 members 
Mstep: Class 2 contains 141201 members 
Entering Unmasked Estep 
Score: -15237950.000000 Penalty: 1151.599365
	Iteration 3Q: 3 clusters Score -1.523795e+07 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -15247961.000000 Penalty: 1151.599365
	Iteration 4F: 3 clusters Score -1.524796e+07 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194627 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -15260338.000000 Penalty: 1151.599365
	Iteration 5F: 3 clusters Score -1.526034e+07 nChanged 20007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208410 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -15273562.000000 Penalty: 1151.599365
	Iteration 6F: 3 clusters Score -1.527356e+07 nChanged 18255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220955 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -15284348.000000 Penalty: 1151.599365
	Iteration 7F: 3 clusters Score -1.528435e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231204 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -15292247.000000 Penalty: 1151.599365
	Iteration 8Q: 3 clusters Score -1.529225e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239335 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -15297442.000000 Penalty: 1151.599365
	Iteration 9Q: 3 clusters Score -1.529744e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246068 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -15300799.000000 Penalty: 1151.599365
	Iteration 10Q: 3 clusters Score -1.53008e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251583 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -15303258.000000 Penalty: 1151.599365
	Iteration 11Q: 3 clusters Score -1.530326e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256496 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -15305043.000000 Penalty: 1151.599365
	Iteration 12Q: 3 clusters Score -1.530504e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261103 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -15306320.000000 Penalty: 1151.599365
	Iteration 13Q: 3 clusters Score -1.530632e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265389 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -15307435.000000 Penalty: 1151.599365
	Iteration 14Q: 3 clusters Score -1.530744e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269216 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -15308765.000000 Penalty: 1151.599365
	Iteration 15Q: 3 clusters Score -1.530876e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272780 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -15310133.000000 Penalty: 1151.599365
	Iteration 16Q: 3 clusters Score -1.531013e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276048 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -15311952.000000 Penalty: 1151.599365
	Iteration 17Q: 3 clusters Score -1.531195e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279020 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -15313610.000000 Penalty: 1151.599365
	Iteration 18Q: 3 clusters Score -1.531361e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281730 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -15314958.000000 Penalty: 1151.599365
	Iteration 19Q: 3 clusters Score -1.531496e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284232 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -15316369.000000 Penalty: 1151.599365
	Iteration 20F: 3 clusters Score -1.531637e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286450 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -15317209.000000 Penalty: 1151.599365
	Iteration 21Q: 3 clusters Score -1.531721e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288378 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -15318118.000000 Penalty: 1151.599365
	Iteration 22Q: 3 clusters Score -1.531812e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290047 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -15318754.000000 Penalty: 1151.599365
	Iteration 23Q: 3 clusters Score -1.531875e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291535 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -15319137.000000 Penalty: 1151.599365
	Iteration 24Q: 3 clusters Score -1.531914e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292813 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -15319615.000000 Penalty: 1151.599365
	Iteration 25Q: 3 clusters Score -1.531962e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293988 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -15319936.000000 Penalty: 1151.599365
	Iteration 26Q: 3 clusters Score -1.531994e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295068 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -15320264.000000 Penalty: 1151.599365
	Iteration 27Q: 3 clusters Score -1.532026e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296035 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -15320531.000000 Penalty: 1151.599365
	Iteration 28Q: 3 clusters Score -1.532053e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296969 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -15320644.000000 Penalty: 1151.599365
	Iteration 29Q: 3 clusters Score -1.532064e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297829 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -15320829.000000 Penalty: 1151.599365
	Iteration 30Q: 3 clusters Score -1.532083e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298635 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -15321004.000000 Penalty: 1151.599365
	Iteration 31Q: 3 clusters Score -1.5321e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299400 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -15321152.000000 Penalty: 1151.599365
	Iteration 32Q: 3 clusters Score -1.532115e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300069 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -15321381.000000 Penalty: 1151.599365
	Iteration 33Q: 3 clusters Score -1.532138e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300679 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -15321474.000000 Penalty: 1151.599365
	Iteration 34Q: 3 clusters Score -1.532147e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301269 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -15321508.000000 Penalty: 1151.599365
	Iteration 35Q: 3 clusters Score -1.532151e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301777 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -15321508.000000 Penalty: 1151.599365
	Iteration 36Q: 3 clusters Score -1.532151e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302226 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -15321589.000000 Penalty: 1151.599365
	Iteration 37Q: 3 clusters Score -1.532159e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302621 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -15321697.000000 Penalty: 1151.599365
	Iteration 38Q: 3 clusters Score -1.53217e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302961 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -15321734.000000 Penalty: 1151.599365
	Iteration 39Q: 3 clusters Score -1.532173e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303277 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -15321747.000000 Penalty: 1151.599365
	Iteration 40F: 3 clusters Score -1.532175e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303573 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -15321755.000000 Penalty: 1151.599365
	Iteration 41Q: 3 clusters Score -1.532176e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303844 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -15321726.000000 Penalty: 1151.599365
	Iteration 42Q: 3 clusters Score -1.532173e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304100 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -15321752.000000 Penalty: 1151.599365
	Iteration 43Q: 3 clusters Score -1.532175e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304334 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -15321716.000000 Penalty: 1151.599365
	Iteration 44Q: 3 clusters Score -1.532172e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304533 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -15321682.000000 Penalty: 1151.599365
	Iteration 45Q: 3 clusters Score -1.532168e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304728 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -15321674.000000 Penalty: 1151.599365
	Iteration 46Q: 3 clusters Score -1.532167e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304917 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -15321652.000000 Penalty: 1151.599365
	Iteration 47Q: 3 clusters Score -1.532165e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305083 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -15321556.000000 Penalty: 1151.599365
	Iteration 48Q: 3 clusters Score -1.532156e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305234 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -15321554.000000 Penalty: 1151.599365
	Iteration 49Q: 3 clusters Score -1.532155e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305369 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -15321541.000000 Penalty: 1151.599365
	Iteration 50Q: 3 clusters Score -1.532154e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305475 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -15321500.000000 Penalty: 1151.599365
	Iteration 51Q: 3 clusters Score -1.53215e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305577 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -15321495.000000 Penalty: 1151.599365
	Iteration 52Q: 3 clusters Score -1.53215e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305671 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -15321512.000000 Penalty: 1151.599365
	Iteration 53Q: 3 clusters Score -1.532151e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305757 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -15321541.000000 Penalty: 1151.599365
	Iteration 54Q: 3 clusters Score -1.532154e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305831 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -15321565.000000 Penalty: 1151.599365
	Iteration 55Q: 3 clusters Score -1.532156e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305893 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -15321558.000000 Penalty: 1151.599365
	Iteration 56Q: 3 clusters Score -1.532156e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305956 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -15321546.000000 Penalty: 1151.599365
	Iteration 57Q: 3 clusters Score -1.532155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306010 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -15321538.000000 Penalty: 1151.599365
	Iteration 58Q: 3 clusters Score -1.532154e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306055 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -15321536.000000 Penalty: 1151.599365
	Iteration 59Q: 3 clusters Score -1.532154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306105 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -15321523.000000 Penalty: 1151.599365
	Iteration 60F: 3 clusters Score -1.532152e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306158 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -15321514.000000 Penalty: 1151.599365
	Iteration 61Q: 3 clusters Score -1.532151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306199 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -15321534.000000 Penalty: 1151.599365
	Iteration 62Q: 3 clusters Score -1.532153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306238 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -15321514.000000 Penalty: 1151.599365
	Iteration 63Q: 3 clusters Score -1.532151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306275 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -15321509.000000 Penalty: 1151.599365
	Iteration 64Q: 3 clusters Score -1.532151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306314 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -15321495.000000 Penalty: 1151.599365
	Iteration 65Q: 3 clusters Score -1.53215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306344 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -15321500.000000 Penalty: 1151.599365
	Iteration 66Q: 3 clusters Score -1.53215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306361 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -15321503.000000 Penalty: 1151.599365
	Iteration 67Q: 3 clusters Score -1.53215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306375 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -15321498.000000 Penalty: 1151.599365
	Iteration 68Q: 3 clusters Score -1.53215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306392 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -15321476.000000 Penalty: 1151.599365
	Iteration 69Q: 3 clusters Score -1.532148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306406 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -15321459.000000 Penalty: 1151.599365
	Iteration 70Q: 3 clusters Score -1.532146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306422 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -15321463.000000 Penalty: 1151.599365
	Iteration 71Q: 3 clusters Score -1.532146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306433 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -15321471.000000 Penalty: 1151.599365
	Iteration 72Q: 3 clusters Score -1.532147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306443 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -15321487.000000 Penalty: 1151.599365
	Iteration 73Q: 3 clusters Score -1.532149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306464 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -15321493.000000 Penalty: 1151.599365
	Iteration 74Q: 3 clusters Score -1.532149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306481 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -15321495.000000 Penalty: 1151.599365
	Iteration 75Q: 3 clusters Score -1.53215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306499 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -15321494.000000 Penalty: 1151.599365
	Iteration 76Q: 3 clusters Score -1.532149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306512 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -15321508.000000 Penalty: 1151.599365
	Iteration 77Q: 3 clusters Score -1.532151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306534 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -15321505.000000 Penalty: 1151.599365
	Iteration 78Q: 3 clusters Score -1.53215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306557 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -15321503.000000 Penalty: 1151.599365
	Iteration 79Q: 3 clusters Score -1.53215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306581 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -15321476.000000 Penalty: 1151.599365
	Iteration 80F: 3 clusters Score -1.532148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306602 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -15321475.000000 Penalty: 1151.599365
	Iteration 81Q: 3 clusters Score -1.532148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306622 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -15321488.000000 Penalty: 1151.599365
	Iteration 82Q: 3 clusters Score -1.532149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306638 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -15321484.000000 Penalty: 1151.599365
	Iteration 83Q: 3 clusters Score -1.532148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306655 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -15321465.000000 Penalty: 1151.599365
	Iteration 84Q: 3 clusters Score -1.532146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306667 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -15321473.000000 Penalty: 1151.599365
	Iteration 85Q: 3 clusters Score -1.532147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306686 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -15321454.000000 Penalty: 1151.599365
	Iteration 86Q: 3 clusters Score -1.532145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306707 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -15321441.000000 Penalty: 1151.599365
	Iteration 87Q: 3 clusters Score -1.532144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306723 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -15321446.000000 Penalty: 1151.599365
	Iteration 88Q: 3 clusters Score -1.532145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306737 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -15321435.000000 Penalty: 1151.599365
	Iteration 89Q: 3 clusters Score -1.532144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306749 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -15321423.000000 Penalty: 1151.599365
	Iteration 90Q: 3 clusters Score -1.532142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306762 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -15321413.000000 Penalty: 1151.599365
	Iteration 91Q: 3 clusters Score -1.532141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306774 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -15321398.000000 Penalty: 1151.599365
	Iteration 92Q: 3 clusters Score -1.53214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306790 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -15321393.000000 Penalty: 1151.599365
	Iteration 93Q: 3 clusters Score -1.532139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306800 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -15321395.000000 Penalty: 1151.599365
	Iteration 94Q: 3 clusters Score -1.53214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306807 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -15321394.000000 Penalty: 1151.599365
	Iteration 95Q: 3 clusters Score -1.532139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306811 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -15321389.000000 Penalty: 1151.599365
	Iteration 96Q: 3 clusters Score -1.532139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306816 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -15321390.000000 Penalty: 1151.599365
	Iteration 97Q: 3 clusters Score -1.532139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306823 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -15321392.000000 Penalty: 1151.599365
	Iteration 98Q: 3 clusters Score -1.532139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306830 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -15321395.000000 Penalty: 1151.599365
	Iteration 99Q: 3 clusters Score -1.53214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306835 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -15321384.000000 Penalty: 1151.599365
	Iteration 100F: 3 clusters Score -1.532138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306839 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -15321380.000000 Penalty: 1151.599365
	Iteration 101Q: 3 clusters Score -1.532138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306844 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -15321377.000000 Penalty: 1151.599365
	Iteration 102Q: 3 clusters Score -1.532138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306851 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -15321376.000000 Penalty: 1151.599365
	Iteration 103Q: 3 clusters Score -1.532138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306854 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -15321378.000000 Penalty: 1151.599365
	Iteration 104Q: 3 clusters Score -1.532138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306857 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -15321368.000000 Penalty: 1151.599365
	Iteration 105Q: 3 clusters Score -1.532137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306861 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -15321369.000000 Penalty: 1151.599365
	Iteration 106Q: 3 clusters Score -1.532137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306863 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -15321369.000000 Penalty: 1151.599365
	Iteration 107Q: 3 clusters Score -1.532137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306865 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -15321372.000000 Penalty: 1151.599365
	Iteration 108Q: 3 clusters Score -1.532137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306866 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -15321370.000000 Penalty: 1151.599365
	Iteration 109Q: 3 clusters Score -1.532137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306867 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -15321370.000000 Penalty: 1151.599365
	Iteration 110Q: 3 clusters Score -1.532137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306870 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -15321372.000000 Penalty: 1151.599365
	Iteration 111Q: 3 clusters Score -1.532137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306875 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -15321375.000000 Penalty: 1151.599365
	Iteration 112Q: 3 clusters Score -1.532138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306883 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -15321374.000000 Penalty: 1151.599365
	Iteration 113Q: 3 clusters Score -1.532137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306888 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15321374.000000 Penalty: 1151.599365
	Iteration 114Q: 3 clusters Score -1.532137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306896 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -15321367.000000 Penalty: 1151.599365
	Iteration 115Q: 3 clusters Score -1.532137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306904 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -15321368.000000 Penalty: 1151.599365
	Iteration 116Q: 3 clusters Score -1.532137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306910 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -15321369.000000 Penalty: 1151.599365
	Iteration 117Q: 3 clusters Score -1.532137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306915 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -15321358.000000 Penalty: 1151.599365
	Iteration 118Q: 3 clusters Score -1.532136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306919 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -15321357.000000 Penalty: 1151.599365
	Iteration 119Q: 3 clusters Score -1.532136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306920 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -15321352.000000 Penalty: 1151.599365
	Iteration 120F: 3 clusters Score -1.532135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306921 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -15321351.000000 Penalty: 1151.599365
	Iteration 121Q: 3 clusters Score -1.532135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306920 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -15321345.000000 Penalty: 1151.599365
	Iteration 122Q: 3 clusters Score -1.532134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306921 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -15321352.000000 Penalty: 1151.599365
	Iteration 123Q: 3 clusters Score -1.532135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306921 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -15321352.000000 Penalty: 1151.599365
	Iteration 124F: 3 clusters Score -1.532135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 79 members 
Mstep: Class 13 contains 306921 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 209 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 6386 members 
Entering Unmasked Estep 
Score: -25299246.000000 Penalty: 13195.011719
Splitting cluster 13 changes total score from -25297884.000000 to -25299246.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -79627.914062 Penalty: 337.690796
	Iteration 0F: 2 clusters Score -79627.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78378.828125 Penalty: 675.381592
	Iteration 0F: 3 clusters Score -78378.83 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -78814.101562 Penalty: 675.381592
	Iteration 1F: 3 clusters Score -78814.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78915.640625 Penalty: 675.381592
	Iteration 2F: 3 clusters Score -78915.64 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -79015.625000 Penalty: 675.381592
	Iteration 3F: 3 clusters Score -79015.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -79093.195312 Penalty: 675.381592
	Iteration 4F: 3 clusters Score -79093.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -79172.132812 Penalty: 675.381592
	Iteration 5F: 3 clusters Score -79172.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -79258.437500 Penalty: 675.381592
	Iteration 6F: 3 clusters Score -79258.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -79326.937500 Penalty: 675.381592
	Iteration 7Q: 3 clusters Score -79326.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -79385.375000 Penalty: 675.381592
	Iteration 8Q: 3 clusters Score -79385.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -79432.125000 Penalty: 675.381592
	Iteration 9Q: 3 clusters Score -79432.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -79456.750000 Penalty: 675.381592
	Iteration 10Q: 3 clusters Score -79456.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -79472.257812 Penalty: 675.381592
	Iteration 11Q: 3 clusters Score -79472.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -79478.609375 Penalty: 675.381592
	Iteration 12Q: 3 clusters Score -79478.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -79481.703125 Penalty: 675.381592
	Iteration 13Q: 3 clusters Score -79481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -79482.562500 Penalty: 675.381592
	Iteration 14Q: 3 clusters Score -79482.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -79483.046875 Penalty: 675.381592
	Iteration 15Q: 3 clusters Score -79483.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -79483.234375 Penalty: 675.381592
	Iteration 16Q: 3 clusters Score -79483.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -79483.218750 Penalty: 675.381592
	Iteration 17Q: 3 clusters Score -79483.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -79483.585938 Penalty: 675.381592
	Iteration 18Q: 3 clusters Score -79483.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -79484.343750 Penalty: 675.381592
	Iteration 19Q: 3 clusters Score -79484.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -79484.703125 Penalty: 675.381592
	Iteration 20F: 3 clusters Score -79484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -8408.318359 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -8408.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8134.207031 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8134.207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8216.173828 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8216.174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8229.936523 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -8229.937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8235.252930 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -8235.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8237.067383 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -8237.067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8239.355469 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -8239.355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8248.385742 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -8248.386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8257.669922 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -8257.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8274.374023 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -8274.374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8292.259766 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -8292.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8315.284180 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -8315.284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8335.038086 Penalty: 486.152405
	Iteration 11Q: 3 clusters Score -8335.038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8361.353516 Penalty: 486.152405
	Iteration 12Q: 3 clusters Score -8361.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8372.111328 Penalty: 486.152405
	Iteration 13Q: 3 clusters Score -8372.111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8398.856445 Penalty: 486.152405
	Iteration 14Q: 3 clusters Score -8398.856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8431.026367 Penalty: 486.152405
	Iteration 15Q: 3 clusters Score -8431.026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8456.108398 Penalty: 486.152405
	Iteration 16Q: 3 clusters Score -8456.108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8484.909180 Penalty: 486.152405
	Iteration 17Q: 3 clusters Score -8484.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8494.481445 Penalty: 486.152405
	Iteration 18Q: 3 clusters Score -8494.481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8500.505859 Penalty: 486.152405
	Iteration 19Q: 3 clusters Score -8500.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8512.306641 Penalty: 486.152405
	Iteration 20F: 3 clusters Score -8512.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8535.710938 Penalty: 486.152405
	Iteration 21Q: 3 clusters Score -8535.711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8589.646484 Penalty: 486.152405
	Iteration 22Q: 3 clusters Score -8589.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8636.002930 Penalty: 486.152405
	Iteration 23Q: 3 clusters Score -8636.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8660.056641 Penalty: 486.152405
	Iteration 24Q: 3 clusters Score -8660.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8660.056641 Penalty: 486.152405
	Iteration 25F: 3 clusters Score -8660.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 79 members 
Mstep: Class 13 contains 306921 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 139 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 13794.784180
Splitting cluster 15 changes total score from -25297884.000000 to -25299142.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -5617.502930 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -5617.503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5399.559570 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5399.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5438.448730 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5438.449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5449.510254 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -5449.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5451.310547 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5451.311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5452.411621 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5452.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5453.406250 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5453.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5453.974121 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5453.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5453.974121 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -5453.974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -16713.087891 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -16713.09 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 184 members 
Entering Unmasked Estep 
Score: -16304.565430 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -16304.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16396.296875 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -16396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16419.455078 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -16419.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16432.677734 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -16432.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16437.517578 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -16437.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16445.050781 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -16445.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16459.537109 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -16459.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16472.648438 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -16472.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16491.962891 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -16491.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16508.345703 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -16508.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16536.074219 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -16536.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16613.259766 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -16613.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16684.095703 Penalty: 540.075378
	Iteration 12F: 3 clusters Score -16684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16726.857422 Penalty: 540.075378
	Iteration 13F: 3 clusters Score -16726.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16748.878906 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -16748.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16753.373047 Penalty: 540.075378
	Iteration 15Q: 3 clusters Score -16753.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16759.501953 Penalty: 540.075378
	Iteration 16Q: 3 clusters Score -16759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16769.175781 Penalty: 540.075378
	Iteration 17Q: 3 clusters Score -16769.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16773.175781 Penalty: 540.075378
	Iteration 18Q: 3 clusters Score -16773.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16784.923828 Penalty: 540.075378
	Iteration 19Q: 3 clusters Score -16784.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16785.968750 Penalty: 540.075378
	Iteration 20F: 3 clusters Score -16785.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16787.201172 Penalty: 540.075378
	Iteration 21Q: 3 clusters Score -16787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16787.201172 Penalty: 540.075378
	Iteration 22F: 3 clusters Score -16787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 79 members 
Mstep: Class 13 contains 306921 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 68638 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 139 members 
Entering Unmasked Estep 
Score: -25298884.000000 Penalty: 14394.557617
Splitting cluster 17 changes total score from -25297884.000000 to -25298884.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (68638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Entering Unmasked Estep 
Score: -3343372.500000 Penalty: 506.715363
	Iteration 0F: 2 clusters Score -3343372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -3297025.250000 Penalty: 1013.430725
	Iteration 0F: 3 clusters Score -3297025 nChanged 33494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3318111.250000 Penalty: 1013.430725
	Iteration 1F: 3 clusters Score -3318111 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3320202.000000 Penalty: 1013.430725
	Iteration 2F: 3 clusters Score -3320202 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3323906.500000 Penalty: 1013.430725
	Iteration 3F: 3 clusters Score -3323906 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3329456.500000 Penalty: 1013.430725
	Iteration 4F: 3 clusters Score -3329456 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3335827.750000 Penalty: 1013.430725
	Iteration 5F: 3 clusters Score -3335828 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3340463.000000 Penalty: 1013.430725
	Iteration 6F: 3 clusters Score -3340463 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3342379.250000 Penalty: 1013.430725
	Iteration 7Q: 3 clusters Score -3342379 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3342803.500000 Penalty: 1013.430725
	Iteration 8Q: 3 clusters Score -3342804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3342887.250000 Penalty: 1013.430725
	Iteration 9Q: 3 clusters Score -3342887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3342901.000000 Penalty: 1013.430725
	Iteration 10Q: 3 clusters Score -3342901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3342910.750000 Penalty: 1013.430725
	Iteration 11Q: 3 clusters Score -3342911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3342914.000000 Penalty: 1013.430725
	Iteration 12Q: 3 clusters Score -3342914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3342913.750000 Penalty: 1013.430725
	Iteration 13Q: 3 clusters Score -3342914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3342918.750000 Penalty: 1013.430725
	Iteration 14Q: 3 clusters Score -3342919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3342922.250000 Penalty: 1013.430725
	Iteration 15Q: 3 clusters Score -3342922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3342922.250000 Penalty: 1013.430725
	Iteration 16F: 3 clusters Score -3342922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 89163 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 770 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 79 members 
Mstep: Class 13 contains 306921 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 19 contains 68638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299254.000000 Penalty: 14394.557617
Iteration 119Q: 25 clusters Score -2.529925e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 6984 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 4 contains 88913 members 
Mstep: Class 5 contains 237 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 741 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 97 members 
Mstep: Class 13 contains 307905 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 74 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 589 members 
Mstep: Class 19 contains 68131 members 
Mstep: Class 20 contains 653 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 6404 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299492.000000 Penalty: 14394.557617
Iteration 120F: 25 clusters Score -2.529949e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 5616 members 
Mstep: Class 4 contains 88704 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4522 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 308574 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 67691 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299534.000000 Penalty: 14394.557617
Iteration 121Q: 25 clusters Score -2.529953e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 5572 members 
Mstep: Class 4 contains 88544 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 5622 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 120 members 
Mstep: Class 13 contains 309133 members 
Mstep: Class 14 contains 1669 members 
Mstep: Class 15 contains 68 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 67286 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299534.000000 Penalty: 14394.557617
Iteration 122Q: 25 clusters Score -2.529953e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 88448 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 5628 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 129 members 
Mstep: Class 13 contains 309593 members 
Mstep: Class 14 contains 1669 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 241 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 66919 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1418 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299446.000000 Penalty: 14394.557617
Iteration 123Q: 25 clusters Score -2.529945e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 5490 members 
Mstep: Class 4 contains 88407 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 309985 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 66564 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 6606 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299414.000000 Penalty: 14394.557617
Iteration 124Q: 25 clusters Score -2.529941e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 5461 members 
Mstep: Class 4 contains 88394 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4587 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 135 members 
Mstep: Class 13 contains 310373 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 66180 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299466.000000 Penalty: 14394.557617
Iteration 125Q: 25 clusters Score -2.529947e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 88380 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 310765 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 65824 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 6690 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299388.000000 Penalty: 14394.557617
Iteration 126Q: 25 clusters Score -2.529939e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 88371 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2449 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 311143 members 
Mstep: Class 14 contains 1667 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 65472 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299386.000000 Penalty: 14394.557617
Iteration 127Q: 25 clusters Score -2.529939e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 88358 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 5672 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 311478 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 65161 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299362.000000 Penalty: 14394.557617
Iteration 128Q: 25 clusters Score -2.529936e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 5364 members 
Mstep: Class 4 contains 88341 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 311818 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 64856 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299346.000000 Penalty: 14394.557617
Iteration 129Q: 25 clusters Score -2.529935e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 88365 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4392 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 312097 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 64558 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1492 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299408.000000 Penalty: 14394.557617
Iteration 130Q: 25 clusters Score -2.529941e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 88367 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 5700 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 312407 members 
Mstep: Class 14 contains 1675 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 64246 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299394.000000 Penalty: 14394.557617
Iteration 131Q: 25 clusters Score -2.529939e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 88402 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 5711 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 312639 members 
Mstep: Class 14 contains 1675 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 63972 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 7011 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299366.000000 Penalty: 14394.557617
Iteration 132Q: 25 clusters Score -2.529937e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 88411 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 312884 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 63712 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 7068 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299422.000000 Penalty: 14394.557617
Iteration 133Q: 25 clusters Score -2.529942e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 88450 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 313086 members 
Mstep: Class 14 contains 1675 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 63473 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1503 members 
Mstep: Class 22 contains 7123 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299398.000000 Penalty: 14394.557617
Iteration 134Q: 25 clusters Score -2.52994e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 88490 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 5745 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 313298 members 
Mstep: Class 14 contains 1673 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 63239 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 7173 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299296.000000 Penalty: 14394.557617
Iteration 135Q: 25 clusters Score -2.52993e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 5183 members 
Mstep: Class 4 contains 88526 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 313521 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 62985 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 7233 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299310.000000 Penalty: 14394.557617
Iteration 136Q: 25 clusters Score -2.529931e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 88542 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 5772 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 313765 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 62755 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299338.000000 Penalty: 14394.557617
Iteration 137Q: 25 clusters Score -2.529934e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 88571 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 5781 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 313997 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 62527 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 7328 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299308.000000 Penalty: 14394.557617
Iteration 138Q: 25 clusters Score -2.529931e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 88584 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 314247 members 
Mstep: Class 14 contains 1678 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 62287 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 7372 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299276.000000 Penalty: 14394.557617
Iteration 139Q: 25 clusters Score -2.529928e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 88581 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 5805 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 314476 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 62063 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299272.000000 Penalty: 14394.557617
Iteration 140F: 25 clusters Score -2.529927e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 4 contains 88585 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4497 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 314677 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 61855 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 7465 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299296.000000 Penalty: 14394.557617
Iteration 141Q: 25 clusters Score -2.52993e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 88581 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 314850 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 61677 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 7505 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299262.000000 Penalty: 14394.557617
Iteration 142Q: 25 clusters Score -2.529926e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 88590 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 315039 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 61490 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 7535 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299272.000000 Penalty: 14394.557617
Iteration 143Q: 25 clusters Score -2.529927e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 88602 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 315224 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 61300 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 7562 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299270.000000 Penalty: 14394.557617
Iteration 144Q: 25 clusters Score -2.529927e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 6784 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 88597 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 315411 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 61122 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 7589 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299322.000000 Penalty: 14394.557617
Iteration 145Q: 25 clusters Score -2.529932e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 6784 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 88608 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 5896 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 315574 members 
Mstep: Class 14 contains 1682 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60964 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1556 members 
Mstep: Class 22 contains 7614 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299282.000000 Penalty: 14394.557617
Iteration 146Q: 25 clusters Score -2.529928e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 88622 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 315724 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60804 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 7643 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299270.000000 Penalty: 14394.557617
Iteration 147Q: 25 clusters Score -2.529927e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 88621 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2605 members 
Mstep: Class 7 contains 5924 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 315875 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60646 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 7685 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299270.000000 Penalty: 14394.557617
Iteration 148Q: 25 clusters Score -2.529927e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 88622 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316024 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60488 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 7731 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299238.000000 Penalty: 14394.557617
Iteration 149Q: 25 clusters Score -2.529924e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 88625 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316142 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60336 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 7789 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299194.000000 Penalty: 14394.557617
Iteration 150Q: 25 clusters Score -2.529919e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 88625 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 5976 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316250 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60195 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299204.000000 Penalty: 14394.557617
Iteration 151Q: 25 clusters Score -2.52992e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 6797 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 88637 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 6002 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316336 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 60068 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299188.000000 Penalty: 14394.557617
Iteration 152Q: 25 clusters Score -2.529919e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 6802 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 88642 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316389 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59979 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299142.000000 Penalty: 14394.557617
Iteration 153Q: 25 clusters Score -2.529914e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 4 contains 88658 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316449 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59874 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299132.000000 Penalty: 14394.557617
Iteration 154Q: 25 clusters Score -2.529913e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 6807 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 88664 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316533 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59748 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299138.000000 Penalty: 14394.557617
Iteration 155Q: 25 clusters Score -2.529914e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 6818 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 88672 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316615 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59614 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 8150 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299184.000000 Penalty: 14394.557617
Iteration 156Q: 25 clusters Score -2.529918e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 6819 members 
Mstep: Class 3 contains 4844 members 
Mstep: Class 4 contains 88677 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 316715 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59488 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299170.000000 Penalty: 14394.557617
Iteration 157Q: 25 clusters Score -2.529917e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 6818 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 88679 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4535 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 316801 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59362 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1586 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299156.000000 Penalty: 14394.557617
Iteration 158Q: 25 clusters Score -2.529916e+07 nChanged 373
Entering ConstructFrom: 
Score: -25299156.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (20997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Entering Unmasked Estep 
Score: -987061.562500 Penalty: 452.822144
	Iteration 0F: 2 clusters Score -987061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -972959.750000 Penalty: 905.644287
	Iteration 0F: 3 clusters Score -972959.8 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -978647.187500 Penalty: 905.644287
	Iteration 1F: 3 clusters Score -978647.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -978831.625000 Penalty: 905.644287
	Iteration 2Q: 3 clusters Score -978831.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -979016.875000 Penalty: 905.644287
	Iteration 3Q: 3 clusters Score -979016.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -979238.812500 Penalty: 905.644287
	Iteration 4Q: 3 clusters Score -979238.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -979549.812500 Penalty: 905.644287
	Iteration 5Q: 3 clusters Score -979549.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -980041.562500 Penalty: 905.644287
	Iteration 6Q: 3 clusters Score -980041.6 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -980922.687500 Penalty: 905.644287
	Iteration 7F: 3 clusters Score -980922.7 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -982049.500000 Penalty: 905.644287
	Iteration 8F: 3 clusters Score -982049.5 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -982738.250000 Penalty: 905.644287
	Iteration 9F: 3 clusters Score -982738.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -982959.000000 Penalty: 905.644287
	Iteration 10Q: 3 clusters Score -982959 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -983063.125000 Penalty: 905.644287
	Iteration 11Q: 3 clusters Score -983063.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -983146.875000 Penalty: 905.644287
	Iteration 12Q: 3 clusters Score -983146.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -983236.812500 Penalty: 905.644287
	Iteration 13Q: 3 clusters Score -983236.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -983344.500000 Penalty: 905.644287
	Iteration 14Q: 3 clusters Score -983344.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -983471.375000 Penalty: 905.644287
	Iteration 15Q: 3 clusters Score -983471.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -983604.312500 Penalty: 905.644287
	Iteration 16Q: 3 clusters Score -983604.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -983757.375000 Penalty: 905.644287
	Iteration 17Q: 3 clusters Score -983757.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -983929.125000 Penalty: 905.644287
	Iteration 18Q: 3 clusters Score -983929.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -984110.375000 Penalty: 905.644287
	Iteration 19Q: 3 clusters Score -984110.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -984333.375000 Penalty: 905.644287
	Iteration 20F: 3 clusters Score -984333.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -984585.000000 Penalty: 905.644287
	Iteration 21Q: 3 clusters Score -984585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -984855.625000 Penalty: 905.644287
	Iteration 22Q: 3 clusters Score -984855.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -985118.000000 Penalty: 905.644287
	Iteration 23Q: 3 clusters Score -985118 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -985377.437500 Penalty: 905.644287
	Iteration 24Q: 3 clusters Score -985377.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -985623.937500 Penalty: 905.644287
	Iteration 25Q: 3 clusters Score -985623.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -985862.062500 Penalty: 905.644287
	Iteration 26Q: 3 clusters Score -985862.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -986081.500000 Penalty: 905.644287
	Iteration 27Q: 3 clusters Score -986081.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -986287.875000 Penalty: 905.644287
	Iteration 28Q: 3 clusters Score -986287.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -986468.875000 Penalty: 905.644287
	Iteration 29Q: 3 clusters Score -986468.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -986553.312500 Penalty: 905.644287
	Iteration 30Q: 3 clusters Score -986553.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -986595.375000 Penalty: 905.644287
	Iteration 31Q: 3 clusters Score -986595.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -986631.187500 Penalty: 905.644287
	Iteration 32Q: 3 clusters Score -986631.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -986657.687500 Penalty: 905.644287
	Iteration 33Q: 3 clusters Score -986657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -986663.125000 Penalty: 905.644287
	Iteration 34Q: 3 clusters Score -986663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -986665.125000 Penalty: 905.644287
	Iteration 35Q: 3 clusters Score -986665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -986665.187500 Penalty: 905.644287
	Iteration 36Q: 3 clusters Score -986665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -986665.187500 Penalty: 905.644287
	Iteration 37F: 3 clusters Score -986665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -324862.781250 Penalty: 401.669800
	Iteration 0F: 2 clusters Score -324862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -320281.437500 Penalty: 803.339600
	Iteration 0F: 3 clusters Score -320281.4 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -321990.218750 Penalty: 803.339600
	Iteration 1F: 3 clusters Score -321990.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -322214.906250 Penalty: 803.339600
	Iteration 2F: 3 clusters Score -322214.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -322496.406250 Penalty: 803.339600
	Iteration 3F: 3 clusters Score -322496.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -322877.281250 Penalty: 803.339600
	Iteration 4F: 3 clusters Score -322877.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -323283.093750 Penalty: 803.339600
	Iteration 5F: 3 clusters Score -323283.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -323616.093750 Penalty: 803.339600
	Iteration 6F: 3 clusters Score -323616.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -323882.500000 Penalty: 803.339600
	Iteration 7Q: 3 clusters Score -323882.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -324052.187500 Penalty: 803.339600
	Iteration 8Q: 3 clusters Score -324052.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -324203.593750 Penalty: 803.339600
	Iteration 9Q: 3 clusters Score -324203.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -324335.187500 Penalty: 803.339600
	Iteration 10Q: 3 clusters Score -324335.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -324419.875000 Penalty: 803.339600
	Iteration 11Q: 3 clusters Score -324419.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -324480.843750 Penalty: 803.339600
	Iteration 12Q: 3 clusters Score -324480.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -324517.156250 Penalty: 803.339600
	Iteration 13Q: 3 clusters Score -324517.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -324537.500000 Penalty: 803.339600
	Iteration 14Q: 3 clusters Score -324537.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -324553.281250 Penalty: 803.339600
	Iteration 15Q: 3 clusters Score -324553.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -324563.718750 Penalty: 803.339600
	Iteration 16Q: 3 clusters Score -324563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -324566.656250 Penalty: 803.339600
	Iteration 17Q: 3 clusters Score -324566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -324570.781250 Penalty: 803.339600
	Iteration 18Q: 3 clusters Score -324570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -324571.937500 Penalty: 803.339600
	Iteration 19Q: 3 clusters Score -324571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -324573.468750 Penalty: 803.339600
	Iteration 20F: 3 clusters Score -324573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -324576.312500 Penalty: 803.339600
	Iteration 21Q: 3 clusters Score -324576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -324580.093750 Penalty: 803.339600
	Iteration 22Q: 3 clusters Score -324580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -324583.156250 Penalty: 803.339600
	Iteration 23Q: 3 clusters Score -324583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -324586.406250 Penalty: 803.339600
	Iteration 24Q: 3 clusters Score -324586.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -324590.093750 Penalty: 803.339600
	Iteration 25Q: 3 clusters Score -324590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -324593.156250 Penalty: 803.339600
	Iteration 26Q: 3 clusters Score -324593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -324594.437500 Penalty: 803.339600
	Iteration 27Q: 3 clusters Score -324594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -324595.843750 Penalty: 803.339600
	Iteration 28Q: 3 clusters Score -324595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -324596.062500 Penalty: 803.339600
	Iteration 29Q: 3 clusters Score -324596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -324596.281250 Penalty: 803.339600
	Iteration 30Q: 3 clusters Score -324596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -324596.281250 Penalty: 803.339600
	Iteration 31F: 3 clusters Score -324596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -249657.234375 Penalty: 385.741180
	Iteration 0F: 2 clusters Score -249657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -246425.281250 Penalty: 771.482361
	Iteration 0F: 3 clusters Score -246425.3 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -247728.171875 Penalty: 771.482361
	Iteration 1F: 3 clusters Score -247728.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -247960.953125 Penalty: 771.482361
	Iteration 2F: 3 clusters Score -247961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -248237.578125 Penalty: 771.482361
	Iteration 3F: 3 clusters Score -248237.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -248515.859375 Penalty: 771.482361
	Iteration 4F: 3 clusters Score -248515.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -248747.140625 Penalty: 771.482361
	Iteration 5F: 3 clusters Score -248747.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -248901.875000 Penalty: 771.482361
	Iteration 6F: 3 clusters Score -248901.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -248978.796875 Penalty: 771.482361
	Iteration 7Q: 3 clusters Score -248978.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -249021.031250 Penalty: 771.482361
	Iteration 8Q: 3 clusters Score -249021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -249040.828125 Penalty: 771.482361
	Iteration 9Q: 3 clusters Score -249040.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -249059.437500 Penalty: 771.482361
	Iteration 10Q: 3 clusters Score -249059.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -249070.437500 Penalty: 771.482361
	Iteration 11Q: 3 clusters Score -249070.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -249079.953125 Penalty: 771.482361
	Iteration 12Q: 3 clusters Score -249080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -249088.187500 Penalty: 771.482361
	Iteration 13Q: 3 clusters Score -249088.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -249098.828125 Penalty: 771.482361
	Iteration 14Q: 3 clusters Score -249098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -249108.390625 Penalty: 771.482361
	Iteration 15Q: 3 clusters Score -249108.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -249120.734375 Penalty: 771.482361
	Iteration 16Q: 3 clusters Score -249120.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -249130.312500 Penalty: 771.482361
	Iteration 17Q: 3 clusters Score -249130.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -249141.109375 Penalty: 771.482361
	Iteration 18Q: 3 clusters Score -249141.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -249150.593750 Penalty: 771.482361
	Iteration 19Q: 3 clusters Score -249150.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -249161.578125 Penalty: 771.482361
	Iteration 20F: 3 clusters Score -249161.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -249174.359375 Penalty: 771.482361
	Iteration 21Q: 3 clusters Score -249174.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -249181.281250 Penalty: 771.482361
	Iteration 22Q: 3 clusters Score -249181.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -249185.890625 Penalty: 771.482361
	Iteration 23Q: 3 clusters Score -249185.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -249191.156250 Penalty: 771.482361
	Iteration 24Q: 3 clusters Score -249191.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -249196.265625 Penalty: 771.482361
	Iteration 25Q: 3 clusters Score -249196.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -249201.609375 Penalty: 771.482361
	Iteration 26Q: 3 clusters Score -249201.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -249206.968750 Penalty: 771.482361
	Iteration 27Q: 3 clusters Score -249207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -249212.734375 Penalty: 771.482361
	Iteration 28Q: 3 clusters Score -249212.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -249215.718750 Penalty: 771.482361
	Iteration 29Q: 3 clusters Score -249215.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -249217.078125 Penalty: 771.482361
	Iteration 30Q: 3 clusters Score -249217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -249218.984375 Penalty: 771.482361
	Iteration 31Q: 3 clusters Score -249219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -249219.843750 Penalty: 771.482361
	Iteration 32Q: 3 clusters Score -249219.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -249221.187500 Penalty: 771.482361
	Iteration 33Q: 3 clusters Score -249221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -249223.750000 Penalty: 771.482361
	Iteration 34Q: 3 clusters Score -249223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -249224.843750 Penalty: 771.482361
	Iteration 35Q: 3 clusters Score -249224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -249226.218750 Penalty: 771.482361
	Iteration 36Q: 3 clusters Score -249226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -249227.796875 Penalty: 771.482361
	Iteration 37Q: 3 clusters Score -249227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -249229.078125 Penalty: 771.482361
	Iteration 38Q: 3 clusters Score -249229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -249230.281250 Penalty: 771.482361
	Iteration 39Q: 3 clusters Score -249230.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -249230.921875 Penalty: 771.482361
	Iteration 40F: 3 clusters Score -249230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -249231.750000 Penalty: 771.482361
	Iteration 41Q: 3 clusters Score -249231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -249231.828125 Penalty: 771.482361
	Iteration 42Q: 3 clusters Score -249231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -249232.343750 Penalty: 771.482361
	Iteration 43Q: 3 clusters Score -249232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -249232.953125 Penalty: 771.482361
	Iteration 44Q: 3 clusters Score -249233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -249232.750000 Penalty: 771.482361
	Iteration 45Q: 3 clusters Score -249232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -249233.156250 Penalty: 771.482361
	Iteration 46Q: 3 clusters Score -249233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -249233.187500 Penalty: 771.482361
	Iteration 47Q: 3 clusters Score -249233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -249233.203125 Penalty: 771.482361
	Iteration 48Q: 3 clusters Score -249233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -249233.734375 Penalty: 771.482361
	Iteration 49Q: 3 clusters Score -249233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -249233.625000 Penalty: 771.482361
	Iteration 50Q: 3 clusters Score -249233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -249233.625000 Penalty: 771.482361
	Iteration 51F: 3 clusters Score -249233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Entering Unmasked Estep 
Score: -4480969.500000 Penalty: 518.370911
	Iteration 0F: 2 clusters Score -4480970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -4421173.500000 Penalty: 1036.741821
	Iteration 0F: 3 clusters Score -4421174 nChanged 43388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -4450795.000000 Penalty: 1036.741821
	Iteration 1F: 3 clusters Score -4450795 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -4454161.500000 Penalty: 1036.741821
	Iteration 2F: 3 clusters Score -4454162 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -4458375.500000 Penalty: 1036.741821
	Iteration 3F: 3 clusters Score -4458376 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -4463263.500000 Penalty: 1036.741821
	Iteration 4F: 3 clusters Score -4463264 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -4468291.500000 Penalty: 1036.741821
	Iteration 5F: 3 clusters Score -4468292 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -4472488.000000 Penalty: 1036.741821
	Iteration 6Q: 3 clusters Score -4472488 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -4474650.500000 Penalty: 1036.741821
	Iteration 7Q: 3 clusters Score -4474650 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -4475707.000000 Penalty: 1036.741821
	Iteration 8Q: 3 clusters Score -4475707 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -4476446.500000 Penalty: 1036.741821
	Iteration 9Q: 3 clusters Score -4476446 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -4477059.000000 Penalty: 1036.741821
	Iteration 10Q: 3 clusters Score -4477059 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -4477588.500000 Penalty: 1036.741821
	Iteration 11Q: 3 clusters Score -4477588 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -4477996.500000 Penalty: 1036.741821
	Iteration 12Q: 3 clusters Score -4477996 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -4478338.500000 Penalty: 1036.741821
	Iteration 13Q: 3 clusters Score -4478338 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -4478597.000000 Penalty: 1036.741821
	Iteration 14Q: 3 clusters Score -4478597 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -4478838.500000 Penalty: 1036.741821
	Iteration 15Q: 3 clusters Score -4478838 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -4479055.500000 Penalty: 1036.741821
	Iteration 16Q: 3 clusters Score -4479056 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -4479234.000000 Penalty: 1036.741821
	Iteration 17Q: 3 clusters Score -4479234 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -4479378.000000 Penalty: 1036.741821
	Iteration 18Q: 3 clusters Score -4479378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -4479524.000000 Penalty: 1036.741821
	Iteration 19Q: 3 clusters Score -4479524 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -4479641.500000 Penalty: 1036.741821
	Iteration 20F: 3 clusters Score -4479642 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -4479754.500000 Penalty: 1036.741821
	Iteration 21Q: 3 clusters Score -4479754 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -4479843.000000 Penalty: 1036.741821
	Iteration 22Q: 3 clusters Score -4479843 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -4479913.000000 Penalty: 1036.741821
	Iteration 23Q: 3 clusters Score -4479913 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -4480002.000000 Penalty: 1036.741821
	Iteration 24Q: 3 clusters Score -4480002 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -4480064.000000 Penalty: 1036.741821
	Iteration 25Q: 3 clusters Score -4480064 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -4480125.000000 Penalty: 1036.741821
	Iteration 26Q: 3 clusters Score -4480125 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -4480168.500000 Penalty: 1036.741821
	Iteration 27Q: 3 clusters Score -4480168 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 85144 members 
Entering Unmasked Estep 
Score: -4480219.000000 Penalty: 1036.741821
	Iteration 28Q: 3 clusters Score -4480219 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -4480246.000000 Penalty: 1036.741821
	Iteration 29Q: 3 clusters Score -4480246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -4480267.500000 Penalty: 1036.741821
	Iteration 30Q: 3 clusters Score -4480268 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -4480297.500000 Penalty: 1036.741821
	Iteration 31Q: 3 clusters Score -4480298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -4480313.500000 Penalty: 1036.741821
	Iteration 32Q: 3 clusters Score -4480314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -4480337.000000 Penalty: 1036.741821
	Iteration 33Q: 3 clusters Score -4480337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -4480352.500000 Penalty: 1036.741821
	Iteration 34Q: 3 clusters Score -4480352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -4480380.500000 Penalty: 1036.741821
	Iteration 35Q: 3 clusters Score -4480380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -4480396.500000 Penalty: 1036.741821
	Iteration 36Q: 3 clusters Score -4480396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -4480418.000000 Penalty: 1036.741821
	Iteration 37Q: 3 clusters Score -4480418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -4480434.000000 Penalty: 1036.741821
	Iteration 38Q: 3 clusters Score -4480434 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -4480454.500000 Penalty: 1036.741821
	Iteration 39Q: 3 clusters Score -4480454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -4480479.000000 Penalty: 1036.741821
	Iteration 40F: 3 clusters Score -4480479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -4480520.000000 Penalty: 1036.741821
	Iteration 41Q: 3 clusters Score -4480520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -4480534.000000 Penalty: 1036.741821
	Iteration 42Q: 3 clusters Score -4480534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -4480537.500000 Penalty: 1036.741821
	Iteration 43Q: 3 clusters Score -4480538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -4480540.000000 Penalty: 1036.741821
	Iteration 44Q: 3 clusters Score -4480540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -4480548.000000 Penalty: 1036.741821
	Iteration 45Q: 3 clusters Score -4480548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -4480552.000000 Penalty: 1036.741821
	Iteration 46Q: 3 clusters Score -4480552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -4480553.000000 Penalty: 1036.741821
	Iteration 47Q: 3 clusters Score -4480553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 87216 members 
Entering Unmasked Estep 
Score: -4480558.000000 Penalty: 1036.741821
	Iteration 48Q: 3 clusters Score -4480558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -4480574.000000 Penalty: 1036.741821
	Iteration 49Q: 3 clusters Score -4480574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -4480580.500000 Penalty: 1036.741821
	Iteration 50Q: 3 clusters Score -4480580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -4480587.000000 Penalty: 1036.741821
	Iteration 51Q: 3 clusters Score -4480587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -4480600.500000 Penalty: 1036.741821
	Iteration 52Q: 3 clusters Score -4480600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -4480596.500000 Penalty: 1036.741821
	Iteration 53Q: 3 clusters Score -4480596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -4480608.000000 Penalty: 1036.741821
	Iteration 54Q: 3 clusters Score -4480608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -4480603.000000 Penalty: 1036.741821
	Iteration 55Q: 3 clusters Score -4480603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -4480615.000000 Penalty: 1036.741821
	Iteration 56Q: 3 clusters Score -4480615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -4480621.500000 Penalty: 1036.741821
	Iteration 57Q: 3 clusters Score -4480622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -4480625.000000 Penalty: 1036.741821
	Iteration 58Q: 3 clusters Score -4480625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -4480630.000000 Penalty: 1036.741821
	Iteration 59Q: 3 clusters Score -4480630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -4480632.000000 Penalty: 1036.741821
	Iteration 60F: 3 clusters Score -4480632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -4480636.000000 Penalty: 1036.741821
	Iteration 61Q: 3 clusters Score -4480636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -4480635.000000 Penalty: 1036.741821
	Iteration 62Q: 3 clusters Score -4480635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -4480637.000000 Penalty: 1036.741821
	Iteration 63Q: 3 clusters Score -4480637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -4480636.000000 Penalty: 1036.741821
	Iteration 64Q: 3 clusters Score -4480636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -4480635.000000 Penalty: 1036.741821
	Iteration 65Q: 3 clusters Score -4480635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -4480636.000000 Penalty: 1036.741821
	Iteration 66Q: 3 clusters Score -4480636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -4480634.000000 Penalty: 1036.741821
	Iteration 67Q: 3 clusters Score -4480634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -4480642.500000 Penalty: 1036.741821
	Iteration 68Q: 3 clusters Score -4480642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -4480645.000000 Penalty: 1036.741821
	Iteration 69Q: 3 clusters Score -4480645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -4480642.500000 Penalty: 1036.741821
	Iteration 70Q: 3 clusters Score -4480642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -4480647.500000 Penalty: 1036.741821
	Iteration 71Q: 3 clusters Score -4480648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -4480646.000000 Penalty: 1036.741821
	Iteration 72Q: 3 clusters Score -4480646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -4480647.000000 Penalty: 1036.741821
	Iteration 73Q: 3 clusters Score -4480647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -4480647.500000 Penalty: 1036.741821
	Iteration 74Q: 3 clusters Score -4480648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -4480643.000000 Penalty: 1036.741821
	Iteration 75Q: 3 clusters Score -4480643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -4480646.000000 Penalty: 1036.741821
	Iteration 76Q: 3 clusters Score -4480646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -4480646.000000 Penalty: 1036.741821
	Iteration 77F: 3 clusters Score -4480646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 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 133 members 
Entering Unmasked Estep 
Score: -10413.564453 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10413.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10482.674805 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10482.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10501.335938 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10501.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10506.236328 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -10506.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10508.613281 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -10508.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10514.726562 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10514.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10522.398438 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10527.250977 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10527.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10530.157227 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10530.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10535.100586 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10535.487305 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -10535.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10535.487305 Penalty: 500.242279
	Iteration 11F: 3 clusters Score -10535.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -128270.718750 Penalty: 358.248688
	Iteration 0F: 2 clusters Score -128270.7 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 1324 members 
Entering Unmasked Estep 
Score: -126468.429688 Penalty: 716.497375
	Iteration 0F: 3 clusters Score -126468.4 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -127159.101562 Penalty: 716.497375
	Iteration 1F: 3 clusters Score -127159.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127297.539062 Penalty: 716.497375
	Iteration 2F: 3 clusters Score -127297.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -127436.218750 Penalty: 716.497375
	Iteration 3F: 3 clusters Score -127436.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -127586.445312 Penalty: 716.497375
	Iteration 4F: 3 clusters Score -127586.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -127725.171875 Penalty: 716.497375
	Iteration 5F: 3 clusters Score -127725.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -127820.851562 Penalty: 716.497375
	Iteration 6F: 3 clusters Score -127820.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -127889.710938 Penalty: 716.497375
	Iteration 7Q: 3 clusters Score -127889.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -127937.007812 Penalty: 716.497375
	Iteration 8Q: 3 clusters Score -127937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -127963.804688 Penalty: 716.497375
	Iteration 9Q: 3 clusters Score -127963.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -127987.835938 Penalty: 716.497375
	Iteration 10Q: 3 clusters Score -127987.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -128004.585938 Penalty: 716.497375
	Iteration 11Q: 3 clusters Score -128004.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -128015.062500 Penalty: 716.497375
	Iteration 12Q: 3 clusters Score -128015.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -128025.640625 Penalty: 716.497375
	Iteration 13Q: 3 clusters Score -128025.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -128034.585938 Penalty: 716.497375
	Iteration 14Q: 3 clusters Score -128034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -128044.500000 Penalty: 716.497375
	Iteration 15Q: 3 clusters Score -128044.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -128056.757812 Penalty: 716.497375
	Iteration 16Q: 3 clusters Score -128056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -128062.515625 Penalty: 716.497375
	Iteration 17Q: 3 clusters Score -128062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -128065.945312 Penalty: 716.497375
	Iteration 18Q: 3 clusters Score -128065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -128068.593750 Penalty: 716.497375
	Iteration 19Q: 3 clusters Score -128068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -128075.054688 Penalty: 716.497375
	Iteration 20F: 3 clusters Score -128075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -128079.500000 Penalty: 716.497375
	Iteration 21Q: 3 clusters Score -128079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -128085.125000 Penalty: 716.497375
	Iteration 22Q: 3 clusters Score -128085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -128085.929688 Penalty: 716.497375
	Iteration 23Q: 3 clusters Score -128085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -128085.929688 Penalty: 716.497375
	Iteration 24F: 3 clusters Score -128085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -284923.187500 Penalty: 397.546814
	Iteration 0F: 2 clusters Score -284923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -280754.875000 Penalty: 795.093628
	Iteration 0F: 3 clusters Score -280754.9 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -282387.843750 Penalty: 795.093628
	Iteration 1F: 3 clusters Score -282387.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -282572.625000 Penalty: 795.093628
	Iteration 2F: 3 clusters Score -282572.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -282792.656250 Penalty: 795.093628
	Iteration 3F: 3 clusters Score -282792.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -283061.218750 Penalty: 795.093628
	Iteration 4F: 3 clusters Score -283061.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -283339.062500 Penalty: 795.093628
	Iteration 5F: 3 clusters Score -283339.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -283618.031250 Penalty: 795.093628
	Iteration 6F: 3 clusters Score -283618 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -283872.687500 Penalty: 795.093628
	Iteration 7F: 3 clusters Score -283872.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -284063.312500 Penalty: 795.093628
	Iteration 8F: 3 clusters Score -284063.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -284190.968750 Penalty: 795.093628
	Iteration 9Q: 3 clusters Score -284191 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -284273.718750 Penalty: 795.093628
	Iteration 10Q: 3 clusters Score -284273.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -284345.718750 Penalty: 795.093628
	Iteration 11Q: 3 clusters Score -284345.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -284420.312500 Penalty: 795.093628
	Iteration 12Q: 3 clusters Score -284420.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -284483.750000 Penalty: 795.093628
	Iteration 13Q: 3 clusters Score -284483.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -284548.968750 Penalty: 795.093628
	Iteration 14Q: 3 clusters Score -284549 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -284620.437500 Penalty: 795.093628
	Iteration 15Q: 3 clusters Score -284620.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -284676.343750 Penalty: 795.093628
	Iteration 16Q: 3 clusters Score -284676.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -284714.937500 Penalty: 795.093628
	Iteration 17Q: 3 clusters Score -284714.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -284735.187500 Penalty: 795.093628
	Iteration 18Q: 3 clusters Score -284735.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -284748.062500 Penalty: 795.093628
	Iteration 19Q: 3 clusters Score -284748.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -284755.781250 Penalty: 795.093628
	Iteration 20F: 3 clusters Score -284755.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -284761.656250 Penalty: 795.093628
	Iteration 21Q: 3 clusters Score -284761.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -284764.906250 Penalty: 795.093628
	Iteration 22Q: 3 clusters Score -284764.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -284766.406250 Penalty: 795.093628
	Iteration 23Q: 3 clusters Score -284766.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -284767.718750 Penalty: 795.093628
	Iteration 24Q: 3 clusters Score -284767.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -284768.531250 Penalty: 795.093628
	Iteration 25Q: 3 clusters Score -284768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -284768.906250 Penalty: 795.093628
	Iteration 26Q: 3 clusters Score -284768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -284769.656250 Penalty: 795.093628
	Iteration 27Q: 3 clusters Score -284769.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -284771.250000 Penalty: 795.093628
	Iteration 28Q: 3 clusters Score -284771.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -284772.875000 Penalty: 795.093628
	Iteration 29Q: 3 clusters Score -284772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -284772.156250 Penalty: 795.093628
	Iteration 30Q: 3 clusters Score -284772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -284773.281250 Penalty: 795.093628
	Iteration 31Q: 3 clusters Score -284773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -284774.187500 Penalty: 795.093628
	Iteration 32Q: 3 clusters Score -284774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -284774.375000 Penalty: 795.093628
	Iteration 33Q: 3 clusters Score -284774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -284775.031250 Penalty: 795.093628
	Iteration 34Q: 3 clusters Score -284775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -284775.968750 Penalty: 795.093628
	Iteration 35Q: 3 clusters Score -284776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -284776.500000 Penalty: 795.093628
	Iteration 36Q: 3 clusters Score -284776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -284777.468750 Penalty: 795.093628
	Iteration 37Q: 3 clusters Score -284777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -284777.843750 Penalty: 795.093628
	Iteration 38Q: 3 clusters Score -284777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -284778.968750 Penalty: 795.093628
	Iteration 39Q: 3 clusters Score -284779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -284779.781250 Penalty: 795.093628
	Iteration 40F: 3 clusters Score -284779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -284779.843750 Penalty: 795.093628
	Iteration 41Q: 3 clusters Score -284779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -284780.187500 Penalty: 795.093628
	Iteration 42Q: 3 clusters Score -284780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -284780.281250 Penalty: 795.093628
	Iteration 43Q: 3 clusters Score -284780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -284780.406250 Penalty: 795.093628
	Iteration 44Q: 3 clusters Score -284780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -284780.406250 Penalty: 795.093628
	Iteration 45F: 3 clusters Score -284780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 360 members 
Entering Unmasked Estep 
Score: -34059.308594 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34059.31 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34220.238281 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34220.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34274.027344 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34274.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34317.738281 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -34317.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34340.312500 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34340.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34358.207031 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34358.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34377.003906 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34383.585938 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34383.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34384.917969 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34384.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34386.222656 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34386.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34387.921875 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34387.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34388.753906 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34388.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34389.863281 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34389.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34392.578125 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34392.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34395.667969 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34395.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34397.183594 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34397.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34398.484375 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34398.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34400.511719 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34400.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34401.976562 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34401.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34403.992188 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34403.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34405.359375 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34405.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34406.257812 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34406.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34406.574219 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -34406.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34406.574219 Penalty: 600.588257
	Iteration 23F: 3 clusters Score -34406.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -241389.203125 Penalty: 383.141022
	Iteration 0F: 2 clusters Score -241389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -238278.921875 Penalty: 766.282043
	Iteration 0F: 3 clusters Score -238278.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -239416.640625 Penalty: 766.282043
	Iteration 1F: 3 clusters Score -239416.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -239488.718750 Penalty: 766.282043
	Iteration 2Q: 3 clusters Score -239488.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -239549.890625 Penalty: 766.282043
	Iteration 3Q: 3 clusters Score -239549.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -239601.203125 Penalty: 766.282043
	Iteration 4Q: 3 clusters Score -239601.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -239655.859375 Penalty: 766.282043
	Iteration 5Q: 3 clusters Score -239655.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -239729.843750 Penalty: 766.282043
	Iteration 6Q: 3 clusters Score -239729.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -239849.171875 Penalty: 766.282043
	Iteration 7Q: 3 clusters Score -239849.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -240043.031250 Penalty: 766.282043
	Iteration 8F: 3 clusters Score -240043 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -240284.578125 Penalty: 766.282043
	Iteration 9F: 3 clusters Score -240284.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -240470.750000 Penalty: 766.282043
	Iteration 10F: 3 clusters Score -240470.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -240570.453125 Penalty: 766.282043
	Iteration 11Q: 3 clusters Score -240570.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -240615.125000 Penalty: 766.282043
	Iteration 12Q: 3 clusters Score -240615.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -240647.750000 Penalty: 766.282043
	Iteration 13Q: 3 clusters Score -240647.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -240675.968750 Penalty: 766.282043
	Iteration 14Q: 3 clusters Score -240676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -240703.390625 Penalty: 766.282043
	Iteration 15Q: 3 clusters Score -240703.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -240725.593750 Penalty: 766.282043
	Iteration 16Q: 3 clusters Score -240725.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -240746.187500 Penalty: 766.282043
	Iteration 17Q: 3 clusters Score -240746.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -240768.953125 Penalty: 766.282043
	Iteration 18Q: 3 clusters Score -240769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -240789.343750 Penalty: 766.282043
	Iteration 19Q: 3 clusters Score -240789.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -240815.312500 Penalty: 766.282043
	Iteration 20F: 3 clusters Score -240815.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -240845.421875 Penalty: 766.282043
	Iteration 21Q: 3 clusters Score -240845.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -240875.578125 Penalty: 766.282043
	Iteration 22Q: 3 clusters Score -240875.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -240904.687500 Penalty: 766.282043
	Iteration 23Q: 3 clusters Score -240904.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -240927.921875 Penalty: 766.282043
	Iteration 24Q: 3 clusters Score -240927.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -240950.390625 Penalty: 766.282043
	Iteration 25Q: 3 clusters Score -240950.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -240970.734375 Penalty: 766.282043
	Iteration 26Q: 3 clusters Score -240970.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -240986.671875 Penalty: 766.282043
	Iteration 27Q: 3 clusters Score -240986.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -241001.578125 Penalty: 766.282043
	Iteration 28Q: 3 clusters Score -241001.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -241013.328125 Penalty: 766.282043
	Iteration 29Q: 3 clusters Score -241013.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -241020.703125 Penalty: 766.282043
	Iteration 30Q: 3 clusters Score -241020.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -241025.718750 Penalty: 766.282043
	Iteration 31Q: 3 clusters Score -241025.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -241030.140625 Penalty: 766.282043
	Iteration 32Q: 3 clusters Score -241030.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -241035.031250 Penalty: 766.282043
	Iteration 33Q: 3 clusters Score -241035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -241038.703125 Penalty: 766.282043
	Iteration 34Q: 3 clusters Score -241038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -241041.328125 Penalty: 766.282043
	Iteration 35Q: 3 clusters Score -241041.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -241042.781250 Penalty: 766.282043
	Iteration 36Q: 3 clusters Score -241042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -241042.859375 Penalty: 766.282043
	Iteration 37Q: 3 clusters Score -241042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -241044.656250 Penalty: 766.282043
	Iteration 38Q: 3 clusters Score -241044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -241045.484375 Penalty: 766.282043
	Iteration 39Q: 3 clusters Score -241045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -241045.921875 Penalty: 766.282043
	Iteration 40F: 3 clusters Score -241045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -241046.218750 Penalty: 766.282043
	Iteration 41Q: 3 clusters Score -241046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -241046.140625 Penalty: 766.282043
	Iteration 42Q: 3 clusters Score -241046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -241046.140625 Penalty: 766.282043
	Iteration 43F: 3 clusters Score -241046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35810.988281 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35810.99 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35960.527344 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35960.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36019.183594 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36019.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36054.867188 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36054.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36079.757812 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36079.76 nChanged 24
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: -36098.195312 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36098.2 nChanged 17
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: -36112.191406 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36112.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36127.855469 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36127.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36138.390625 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36138.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36146.285156 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36146.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36152.910156 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36152.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36158.554688 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36158.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36164.656250 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36164.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36168.097656 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36173.839844 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36173.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36183.789062 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36183.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36190.839844 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36190.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36199.523438 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36199.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36207.019531 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36207.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36212.910156 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36212.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36222.433594 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36222.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36229.718750 Penalty: 605.527893
	Iteration 21Q: 3 clusters Score -36229.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36232.804688 Penalty: 605.527893
	Iteration 22Q: 3 clusters Score -36232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36239.933594 Penalty: 605.527893
	Iteration 23Q: 3 clusters Score -36239.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36246.769531 Penalty: 605.527893
	Iteration 24Q: 3 clusters Score -36246.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36253.187500 Penalty: 605.527893
	Iteration 25Q: 3 clusters Score -36253.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36255.929688 Penalty: 605.527893
	Iteration 26Q: 3 clusters Score -36255.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36256.683594 Penalty: 605.527893
	Iteration 27Q: 3 clusters Score -36256.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36256.683594 Penalty: 605.527893
	Iteration 28F: 3 clusters Score -36256.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -213419.984375 Penalty: 380.627502
	Iteration 0F: 2 clusters Score -213420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -210477.984375 Penalty: 761.255005
	Iteration 0F: 3 clusters Score -210478 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -211531.640625 Penalty: 761.255005
	Iteration 1F: 3 clusters Score -211531.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -211681.609375 Penalty: 761.255005
	Iteration 2F: 3 clusters Score -211681.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -211897.734375 Penalty: 761.255005
	Iteration 3F: 3 clusters Score -211897.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -212170.859375 Penalty: 761.255005
	Iteration 4F: 3 clusters Score -212170.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -212411.359375 Penalty: 761.255005
	Iteration 5F: 3 clusters Score -212411.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -212528.406250 Penalty: 761.255005
	Iteration 6F: 3 clusters Score -212528.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -212582.343750 Penalty: 761.255005
	Iteration 7Q: 3 clusters Score -212582.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -212607.343750 Penalty: 761.255005
	Iteration 8Q: 3 clusters Score -212607.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -212620.468750 Penalty: 761.255005
	Iteration 9Q: 3 clusters Score -212620.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -212628.531250 Penalty: 761.255005
	Iteration 10Q: 3 clusters Score -212628.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -212631.968750 Penalty: 761.255005
	Iteration 11Q: 3 clusters Score -212632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -212635.843750 Penalty: 761.255005
	Iteration 12Q: 3 clusters Score -212635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -212639.031250 Penalty: 761.255005
	Iteration 13Q: 3 clusters Score -212639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -212643.500000 Penalty: 761.255005
	Iteration 14Q: 3 clusters Score -212643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212648.265625 Penalty: 761.255005
	Iteration 15Q: 3 clusters Score -212648.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -212650.937500 Penalty: 761.255005
	Iteration 16Q: 3 clusters Score -212650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -212654.156250 Penalty: 761.255005
	Iteration 17Q: 3 clusters Score -212654.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -212656.968750 Penalty: 761.255005
	Iteration 18Q: 3 clusters Score -212657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -212659.640625 Penalty: 761.255005
	Iteration 19Q: 3 clusters Score -212659.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -212663.906250 Penalty: 761.255005
	Iteration 20F: 3 clusters Score -212663.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -212669.000000 Penalty: 761.255005
	Iteration 21Q: 3 clusters Score -212669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -212672.312500 Penalty: 761.255005
	Iteration 22Q: 3 clusters Score -212672.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -212677.234375 Penalty: 761.255005
	Iteration 23Q: 3 clusters Score -212677.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -212684.281250 Penalty: 761.255005
	Iteration 24Q: 3 clusters Score -212684.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -212692.812500 Penalty: 761.255005
	Iteration 25Q: 3 clusters Score -212692.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -212701.671875 Penalty: 761.255005
	Iteration 26Q: 3 clusters Score -212701.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212710.921875 Penalty: 761.255005
	Iteration 27Q: 3 clusters Score -212710.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -212720.015625 Penalty: 761.255005
	Iteration 28Q: 3 clusters Score -212720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -212728.531250 Penalty: 761.255005
	Iteration 29Q: 3 clusters Score -212728.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212736.437500 Penalty: 761.255005
	Iteration 30Q: 3 clusters Score -212736.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212746.437500 Penalty: 761.255005
	Iteration 31Q: 3 clusters Score -212746.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -212756.312500 Penalty: 761.255005
	Iteration 32Q: 3 clusters Score -212756.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212767.437500 Penalty: 761.255005
	Iteration 33Q: 3 clusters Score -212767.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -212777.140625 Penalty: 761.255005
	Iteration 34Q: 3 clusters Score -212777.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -212784.890625 Penalty: 761.255005
	Iteration 35Q: 3 clusters Score -212784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -212791.140625 Penalty: 761.255005
	Iteration 36Q: 3 clusters Score -212791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -212796.968750 Penalty: 761.255005
	Iteration 37Q: 3 clusters Score -212797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -212805.765625 Penalty: 761.255005
	Iteration 38Q: 3 clusters Score -212805.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -212812.218750 Penalty: 761.255005
	Iteration 39Q: 3 clusters Score -212812.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -212821.062500 Penalty: 761.255005
	Iteration 40F: 3 clusters Score -212821.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212829.062500 Penalty: 761.255005
	Iteration 41Q: 3 clusters Score -212829.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -212835.562500 Penalty: 761.255005
	Iteration 42Q: 3 clusters Score -212835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -212843.781250 Penalty: 761.255005
	Iteration 43Q: 3 clusters Score -212843.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212854.593750 Penalty: 761.255005
	Iteration 44Q: 3 clusters Score -212854.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -212864.328125 Penalty: 761.255005
	Iteration 45Q: 3 clusters Score -212864.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -212872.593750 Penalty: 761.255005
	Iteration 46Q: 3 clusters Score -212872.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212884.078125 Penalty: 761.255005
	Iteration 47Q: 3 clusters Score -212884.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -212894.828125 Penalty: 761.255005
	Iteration 48Q: 3 clusters Score -212894.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -212903.359375 Penalty: 761.255005
	Iteration 49Q: 3 clusters Score -212903.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -212910.218750 Penalty: 761.255005
	Iteration 50Q: 3 clusters Score -212910.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -212916.421875 Penalty: 761.255005
	Iteration 51Q: 3 clusters Score -212916.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -212920.921875 Penalty: 761.255005
	Iteration 52Q: 3 clusters Score -212920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212924.984375 Penalty: 761.255005
	Iteration 53Q: 3 clusters Score -212925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212929.015625 Penalty: 761.255005
	Iteration 54Q: 3 clusters Score -212929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -212931.906250 Penalty: 761.255005
	Iteration 55Q: 3 clusters Score -212931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -212934.671875 Penalty: 761.255005
	Iteration 56Q: 3 clusters Score -212934.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212935.375000 Penalty: 761.255005
	Iteration 57Q: 3 clusters Score -212935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212935.843750 Penalty: 761.255005
	Iteration 58Q: 3 clusters Score -212935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212936.062500 Penalty: 761.255005
	Iteration 59Q: 3 clusters Score -212936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212936.578125 Penalty: 761.255005
	Iteration 60F: 3 clusters Score -212936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212936.593750 Penalty: 761.255005
	Iteration 61Q: 3 clusters Score -212936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212937.453125 Penalty: 761.255005
	Iteration 62Q: 3 clusters Score -212937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -212937.796875 Penalty: 761.255005
	Iteration 63Q: 3 clusters Score -212937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -212938.921875 Penalty: 761.255005
	Iteration 64Q: 3 clusters Score -212938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212939.156250 Penalty: 761.255005
	Iteration 65Q: 3 clusters Score -212939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -212939.640625 Penalty: 761.255005
	Iteration 66Q: 3 clusters Score -212939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212940.125000 Penalty: 761.255005
	Iteration 67Q: 3 clusters Score -212940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212941.062500 Penalty: 761.255005
	Iteration 68Q: 3 clusters Score -212941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212941.671875 Penalty: 761.255005
	Iteration 69Q: 3 clusters Score -212941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212942.656250 Penalty: 761.255005
	Iteration 70Q: 3 clusters Score -212942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212943.250000 Penalty: 761.255005
	Iteration 71Q: 3 clusters Score -212943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -212943.437500 Penalty: 761.255005
	Iteration 72Q: 3 clusters Score -212943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -212943.671875 Penalty: 761.255005
	Iteration 73Q: 3 clusters Score -212943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212943.453125 Penalty: 761.255005
	Iteration 74Q: 3 clusters Score -212943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -212944.234375 Penalty: 761.255005
	Iteration 75Q: 3 clusters Score -212944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212944.109375 Penalty: 761.255005
	Iteration 76Q: 3 clusters Score -212944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212944.687500 Penalty: 761.255005
	Iteration 77Q: 3 clusters Score -212944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212944.593750 Penalty: 761.255005
	Iteration 78Q: 3 clusters Score -212944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212944.703125 Penalty: 761.255005
	Iteration 79Q: 3 clusters Score -212944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212945.218750 Penalty: 761.255005
	Iteration 80F: 3 clusters Score -212945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212945.187500 Penalty: 761.255005
	Iteration 81Q: 3 clusters Score -212945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212945.906250 Penalty: 761.255005
	Iteration 82Q: 3 clusters Score -212945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -212945.953125 Penalty: 761.255005
	Iteration 83Q: 3 clusters Score -212946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212946.000000 Penalty: 761.255005
	Iteration 84Q: 3 clusters Score -212946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212946.890625 Penalty: 761.255005
	Iteration 85Q: 3 clusters Score -212946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212947.421875 Penalty: 761.255005
	Iteration 86Q: 3 clusters Score -212947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212948.015625 Penalty: 761.255005
	Iteration 87Q: 3 clusters Score -212948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212948.484375 Penalty: 761.255005
	Iteration 88Q: 3 clusters Score -212948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212948.640625 Penalty: 761.255005
	Iteration 89Q: 3 clusters Score -212948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -212949.015625 Penalty: 761.255005
	Iteration 90Q: 3 clusters Score -212949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212949.125000 Penalty: 761.255005
	Iteration 91Q: 3 clusters Score -212949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -212949.687500 Penalty: 761.255005
	Iteration 92Q: 3 clusters Score -212949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -212949.687500 Penalty: 761.255005
	Iteration 93F: 3 clusters Score -212949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6143.854980 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -6143.855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5907.569824 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5907.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5947.306152 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5947.306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5953.538574 Penalty: 451.618896
	Iteration 2Q: 3 clusters Score -5953.539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5956.574707 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5956.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5964.233887 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5964.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5965.477539 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -5965.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5966.523438 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -5966.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5966.831543 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -5966.832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5966.831543 Penalty: 451.618896
	Iteration 8F: 3 clusters Score -5966.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (316887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316887 members 
Entering Unmasked Estep 
Score: -15477552.000000 Penalty: 576.316711
	Iteration 0F: 2 clusters Score -1.547755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 158553 members 
Entering Unmasked Estep 
Score: -15282488.000000 Penalty: 1152.633423
	Iteration 0F: 3 clusters Score -1.528249e+07 nChanged 156362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152292 members 
Mstep: Class 2 contains 164595 members 
Entering Unmasked Estep 
Score: -15381253.000000 Penalty: 1152.633423
	Iteration 1F: 3 clusters Score -1.538125e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 167352 members 
Entering Unmasked Estep 
Score: -15386206.000000 Penalty: 1152.633423
	Iteration 2Q: 3 clusters Score -1.538621e+07 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146269 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -15394232.000000 Penalty: 1152.633423
	Iteration 3Q: 3 clusters Score -1.539423e+07 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 174265 members 
Entering Unmasked Estep 
Score: -15407281.000000 Penalty: 1152.633423
	Iteration 4F: 3 clusters Score -1.540728e+07 nChanged 21047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -15423870.000000 Penalty: 1152.633423
	Iteration 5F: 3 clusters Score -1.542387e+07 nChanged 19635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 180427 members 
Entering Unmasked Estep 
Score: -15436071.000000 Penalty: 1152.633423
	Iteration 6F: 3 clusters Score -1.543607e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 182476 members 
Entering Unmasked Estep 
Score: -15440278.000000 Penalty: 1152.633423
	Iteration 7Q: 3 clusters Score -1.544028e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -15441189.000000 Penalty: 1152.633423
	Iteration 8Q: 3 clusters Score -1.544119e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -15441614.000000 Penalty: 1152.633423
	Iteration 9Q: 3 clusters Score -1.544161e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -15441986.000000 Penalty: 1152.633423
	Iteration 10Q: 3 clusters Score -1.544199e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123646 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -15442422.000000 Penalty: 1152.633423
	Iteration 11Q: 3 clusters Score -1.544242e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 196900 members 
Entering Unmasked Estep 
Score: -15442902.000000 Penalty: 1152.633423
	Iteration 12Q: 3 clusters Score -1.54429e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -15443513.000000 Penalty: 1152.633423
	Iteration 13Q: 3 clusters Score -1.544351e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 205513 members 
Entering Unmasked Estep 
Score: -15444401.000000 Penalty: 1152.633423
	Iteration 14Q: 3 clusters Score -1.54444e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 210881 members 
Entering Unmasked Estep 
Score: -15445374.000000 Penalty: 1152.633423
	Iteration 15Q: 3 clusters Score -1.544537e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 216681 members 
Entering Unmasked Estep 
Score: -15446404.000000 Penalty: 1152.633423
	Iteration 16Q: 3 clusters Score -1.54464e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 223365 members 
Entering Unmasked Estep 
Score: -15447985.000000 Penalty: 1152.633423
	Iteration 17Q: 3 clusters Score -1.544798e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 230739 members 
Entering Unmasked Estep 
Score: -15449802.000000 Penalty: 1152.633423
	Iteration 18Q: 3 clusters Score -1.54498e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 238503 members 
Entering Unmasked Estep 
Score: -15451984.000000 Penalty: 1152.633423
	Iteration 19Q: 3 clusters Score -1.545198e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 247096 members 
Entering Unmasked Estep 
Score: -15454701.000000 Penalty: 1152.633423
	Iteration 20F: 3 clusters Score -1.54547e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 256336 members 
Entering Unmasked Estep 
Score: -15457299.000000 Penalty: 1152.633423
	Iteration 21Q: 3 clusters Score -1.54573e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 265753 members 
Entering Unmasked Estep 
Score: -15459774.000000 Penalty: 1152.633423
	Iteration 22Q: 3 clusters Score -1.545977e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 275263 members 
Entering Unmasked Estep 
Score: -15462682.000000 Penalty: 1152.633423
	Iteration 23Q: 3 clusters Score -1.546268e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 284158 members 
Entering Unmasked Estep 
Score: -15465594.000000 Penalty: 1152.633423
	Iteration 24Q: 3 clusters Score -1.546559e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 291985 members 
Entering Unmasked Estep 
Score: -15468019.000000 Penalty: 1152.633423
	Iteration 25Q: 3 clusters Score -1.546802e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 298671 members 
Entering Unmasked Estep 
Score: -15470039.000000 Penalty: 1152.633423
	Iteration 26Q: 3 clusters Score -1.547004e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 304069 members 
Entering Unmasked Estep 
Score: -15471712.000000 Penalty: 1152.633423
	Iteration 27Q: 3 clusters Score -1.547171e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 308269 members 
Entering Unmasked Estep 
Score: -15473401.000000 Penalty: 1152.633423
	Iteration 28Q: 3 clusters Score -1.54734e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 311345 members 
Entering Unmasked Estep 
Score: -15474979.000000 Penalty: 1152.633423
	Iteration 29Q: 3 clusters Score -1.547498e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 313392 members 
Entering Unmasked Estep 
Score: -15475858.000000 Penalty: 1152.633423
	Iteration 30Q: 3 clusters Score -1.547586e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 314706 members 
Entering Unmasked Estep 
Score: -15476402.000000 Penalty: 1152.633423
	Iteration 31Q: 3 clusters Score -1.54764e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 315522 members 
Entering Unmasked Estep 
Score: -15476752.000000 Penalty: 1152.633423
	Iteration 32Q: 3 clusters Score -1.547675e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 315985 members 
Entering Unmasked Estep 
Score: -15476942.000000 Penalty: 1152.633423
	Iteration 33Q: 3 clusters Score -1.547694e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 316239 members 
Entering Unmasked Estep 
Score: -15477112.000000 Penalty: 1152.633423
	Iteration 34Q: 3 clusters Score -1.547711e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316383 members 
Entering Unmasked Estep 
Score: -15477158.000000 Penalty: 1152.633423
	Iteration 35Q: 3 clusters Score -1.547716e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 316468 members 
Entering Unmasked Estep 
Score: -15477211.000000 Penalty: 1152.633423
	Iteration 36Q: 3 clusters Score -1.547721e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 316507 members 
Entering Unmasked Estep 
Score: -15477247.000000 Penalty: 1152.633423
	Iteration 37Q: 3 clusters Score -1.547725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 316537 members 
Entering Unmasked Estep 
Score: -15477284.000000 Penalty: 1152.633423
	Iteration 38Q: 3 clusters Score -1.547728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316548 members 
Entering Unmasked Estep 
Score: -15477333.000000 Penalty: 1152.633423
	Iteration 39Q: 3 clusters Score -1.547733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 316552 members 
Entering Unmasked Estep 
Score: -15477346.000000 Penalty: 1152.633423
	Iteration 40F: 3 clusters Score -1.547735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316550 members 
Entering Unmasked Estep 
Score: -15477383.000000 Penalty: 1152.633423
	Iteration 41Q: 3 clusters Score -1.547738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 316534 members 
Entering Unmasked Estep 
Score: -15477386.000000 Penalty: 1152.633423
	Iteration 42Q: 3 clusters Score -1.547739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 316522 members 
Entering Unmasked Estep 
Score: -15477411.000000 Penalty: 1152.633423
	Iteration 43Q: 3 clusters Score -1.547741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 316514 members 
Entering Unmasked Estep 
Score: -15477438.000000 Penalty: 1152.633423
	Iteration 44Q: 3 clusters Score -1.547744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 316503 members 
Entering Unmasked Estep 
Score: -15477460.000000 Penalty: 1152.633423
	Iteration 45Q: 3 clusters Score -1.547746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 316490 members 
Entering Unmasked Estep 
Score: -15477470.000000 Penalty: 1152.633423
	Iteration 46Q: 3 clusters Score -1.547747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 316472 members 
Entering Unmasked Estep 
Score: -15477516.000000 Penalty: 1152.633423
	Iteration 47Q: 3 clusters Score -1.547752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 316461 members 
Entering Unmasked Estep 
Score: -15477518.000000 Penalty: 1152.633423
	Iteration 48Q: 3 clusters Score -1.547752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 316455 members 
Entering Unmasked Estep 
Score: -15477535.000000 Penalty: 1152.633423
	Iteration 49Q: 3 clusters Score -1.547754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 316453 members 
Entering Unmasked Estep 
Score: -15477535.000000 Penalty: 1152.633423
	Iteration 50Q: 3 clusters Score -1.547754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 316447 members 
Entering Unmasked Estep 
Score: -15477540.000000 Penalty: 1152.633423
	Iteration 51Q: 3 clusters Score -1.547754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 316443 members 
Entering Unmasked Estep 
Score: -15477539.000000 Penalty: 1152.633423
	Iteration 52Q: 3 clusters Score -1.547754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316438 members 
Entering Unmasked Estep 
Score: -15477548.000000 Penalty: 1152.633423
	Iteration 53Q: 3 clusters Score -1.547755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 316433 members 
Entering Unmasked Estep 
Score: -15477558.000000 Penalty: 1152.633423
	Iteration 54Q: 3 clusters Score -1.547756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 316426 members 
Entering Unmasked Estep 
Score: -15477558.000000 Penalty: 1152.633423
	Iteration 55Q: 3 clusters Score -1.547756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 316418 members 
Entering Unmasked Estep 
Score: -15477564.000000 Penalty: 1152.633423
	Iteration 56Q: 3 clusters Score -1.547756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 316413 members 
Entering Unmasked Estep 
Score: -15477565.000000 Penalty: 1152.633423
	Iteration 57Q: 3 clusters Score -1.547756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316408 members 
Entering Unmasked Estep 
Score: -15477569.000000 Penalty: 1152.633423
	Iteration 58Q: 3 clusters Score -1.547757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 316406 members 
Entering Unmasked Estep 
Score: -15477571.000000 Penalty: 1152.633423
	Iteration 59Q: 3 clusters Score -1.547757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 316406 members 
Entering Unmasked Estep 
Score: -15477573.000000 Penalty: 1152.633423
	Iteration 60F: 3 clusters Score -1.547757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 316399 members 
Entering Unmasked Estep 
Score: -15477586.000000 Penalty: 1152.633423
	Iteration 61Q: 3 clusters Score -1.547759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 316393 members 
Entering Unmasked Estep 
Score: -15477585.000000 Penalty: 1152.633423
	Iteration 62Q: 3 clusters Score -1.547758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 316391 members 
Entering Unmasked Estep 
Score: -15477584.000000 Penalty: 1152.633423
	Iteration 63Q: 3 clusters Score -1.547758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 316387 members 
Entering Unmasked Estep 
Score: -15477593.000000 Penalty: 1152.633423
	Iteration 64Q: 3 clusters Score -1.547759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 316387 members 
Entering Unmasked Estep 
Score: -15477591.000000 Penalty: 1152.633423
	Iteration 65Q: 3 clusters Score -1.547759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 316388 members 
Entering Unmasked Estep 
Score: -15477599.000000 Penalty: 1152.633423
	Iteration 66Q: 3 clusters Score -1.54776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 316386 members 
Entering Unmasked Estep 
Score: -15477609.000000 Penalty: 1152.633423
	Iteration 67Q: 3 clusters Score -1.547761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 316385 members 
Entering Unmasked Estep 
Score: -15477607.000000 Penalty: 1152.633423
	Iteration 68Q: 3 clusters Score -1.547761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 316386 members 
Entering Unmasked Estep 
Score: -15477603.000000 Penalty: 1152.633423
	Iteration 69Q: 3 clusters Score -1.54776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 316386 members 
Entering Unmasked Estep 
Score: -15477604.000000 Penalty: 1152.633423
	Iteration 70Q: 3 clusters Score -1.54776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 316386 members 
Entering Unmasked Estep 
Score: -15477604.000000 Penalty: 1152.633423
	Iteration 71F: 3 clusters Score -1.54776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 88678 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59246 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 316386 members 
Entering Unmasked Estep 
Score: -25299142.000000 Penalty: 14994.331055
Splitting cluster 13 changes total score from -25299156.000000 to -25299142.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -81803.601562 Penalty: 338.952179
	Iteration 0F: 2 clusters Score -81803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -80518.421875 Penalty: 677.904358
	Iteration 0F: 3 clusters Score -80518.42 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -80925.226562 Penalty: 677.904358
	Iteration 1F: 3 clusters Score -80925.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -81030.117188 Penalty: 677.904358
	Iteration 2F: 3 clusters Score -81030.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -81132.226562 Penalty: 677.904358
	Iteration 3F: 3 clusters Score -81132.23 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -81237.929688 Penalty: 677.904358
	Iteration 4F: 3 clusters Score -81237.93 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81332.546875 Penalty: 677.904358
	Iteration 5F: 3 clusters Score -81332.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81381.359375 Penalty: 677.904358
	Iteration 6Q: 3 clusters Score -81381.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81417.242188 Penalty: 677.904358
	Iteration 7Q: 3 clusters Score -81417.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81446.906250 Penalty: 677.904358
	Iteration 8Q: 3 clusters Score -81446.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81465.460938 Penalty: 677.904358
	Iteration 9Q: 3 clusters Score -81465.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81474.679688 Penalty: 677.904358
	Iteration 10Q: 3 clusters Score -81474.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81478.945312 Penalty: 677.904358
	Iteration 11Q: 3 clusters Score -81478.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81483.062500 Penalty: 677.904358
	Iteration 12Q: 3 clusters Score -81483.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81486.617188 Penalty: 677.904358
	Iteration 13Q: 3 clusters Score -81486.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81488.398438 Penalty: 677.904358
	Iteration 14Q: 3 clusters Score -81488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81491.000000 Penalty: 677.904358
	Iteration 15Q: 3 clusters Score -81491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81493.000000 Penalty: 677.904358
	Iteration 16Q: 3 clusters Score -81493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81494.125000 Penalty: 677.904358
	Iteration 17Q: 3 clusters Score -81494.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81494.710938 Penalty: 677.904358
	Iteration 18Q: 3 clusters Score -81494.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81495.125000 Penalty: 677.904358
	Iteration 19Q: 3 clusters Score -81495.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81495.375000 Penalty: 677.904358
	Iteration 20F: 3 clusters Score -81495.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81495.359375 Penalty: 677.904358
	Iteration 21Q: 3 clusters Score -81495.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81495.359375 Penalty: 677.904358
	Iteration 22F: 3 clusters Score -81495.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -2604.915771 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -2604.916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2449.492188 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -2449.492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2486.167236 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -2486.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2491.677979 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -2491.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2491.677979 Penalty: 386.613068
	Iteration 3F: 3 clusters Score -2491.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5368.683105 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5368.683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5406.893066 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5406.893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5418.717773 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5418.718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5419.751465 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5419.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5420.952148 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5420.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5421.422363 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5421.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5421.422363 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -5421.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10865.250000 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10865.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10947.711914 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10947.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10966.795898 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10983.213867 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10983.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10993.356445 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10993.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10994.350586 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10994.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10994.350586 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -10994.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -27733.550781 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -27733.55 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 298 members 
Entering Unmasked Estep 
Score: -27181.191406 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -27181.19 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27312.378906 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -27312.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27350.482422 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -27350.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27379.146484 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -27379.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27406.839844 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -27406.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27438.908203 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -27438.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27488.753906 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -27488.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27588.630859 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -27588.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27663.160156 Penalty: 582.120605
	Iteration 8F: 3 clusters Score -27663.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27710.568359 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -27710.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27732.650391 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -27732.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27762.242188 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -27762.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27781.394531 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -27781.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27790.472656 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -27790.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27795.693359 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -27795.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27800.478516 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -27800.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27802.800781 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -27802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27803.126953 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -27803.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27803.898438 Penalty: 582.120605
	Iteration 18Q: 3 clusters Score -27803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27806.914062 Penalty: 582.120605
	Iteration 19Q: 3 clusters Score -27806.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27808.000000 Penalty: 582.120605
	Iteration 20F: 3 clusters Score -27808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27808.927734 Penalty: 582.120605
	Iteration 21Q: 3 clusters Score -27808.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27813.283203 Penalty: 582.120605
	Iteration 22Q: 3 clusters Score -27813.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27813.283203 Penalty: 582.120605
	Iteration 23F: 3 clusters Score -27813.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 88678 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 316887 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 19 contains 59246 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 233 members 
Entering Unmasked Estep 
Score: -25298952.000000 Penalty: 14994.331055
Splitting cluster 18 changes total score from -25299156.000000 to -25298952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (59246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Entering Unmasked Estep 
Score: -2883510.750000 Penalty: 500.020111
	Iteration 0F: 2 clusters Score -2883511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2843554.500000 Penalty: 1000.040222
	Iteration 0F: 3 clusters Score -2843554 nChanged 28779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -2861595.250000 Penalty: 1000.040222
	Iteration 1F: 3 clusters Score -2861595 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -2862570.000000 Penalty: 1000.040222
	Iteration 2Q: 3 clusters Score -2862570 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -2863955.500000 Penalty: 1000.040222
	Iteration 3Q: 3 clusters Score -2863956 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -2866057.250000 Penalty: 1000.040222
	Iteration 4F: 3 clusters Score -2866057 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2868901.500000 Penalty: 1000.040222
	Iteration 5F: 3 clusters Score -2868902 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -2871991.750000 Penalty: 1000.040222
	Iteration 6F: 3 clusters Score -2871992 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -2873976.250000 Penalty: 1000.040222
	Iteration 7Q: 3 clusters Score -2873976 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -2874878.000000 Penalty: 1000.040222
	Iteration 8Q: 3 clusters Score -2874878 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -2875507.000000 Penalty: 1000.040222
	Iteration 9Q: 3 clusters Score -2875507 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -2876129.250000 Penalty: 1000.040222
	Iteration 10Q: 3 clusters Score -2876129 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -2876782.500000 Penalty: 1000.040222
	Iteration 11Q: 3 clusters Score -2876782 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -2877507.000000 Penalty: 1000.040222
	Iteration 12Q: 3 clusters Score -2877507 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -2878216.250000 Penalty: 1000.040222
	Iteration 13Q: 3 clusters Score -2878216 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -2879003.000000 Penalty: 1000.040222
	Iteration 14Q: 3 clusters Score -2879003 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -2879758.500000 Penalty: 1000.040222
	Iteration 15Q: 3 clusters Score -2879758 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -2880481.500000 Penalty: 1000.040222
	Iteration 16Q: 3 clusters Score -2880482 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -2881124.750000 Penalty: 1000.040222
	Iteration 17Q: 3 clusters Score -2881125 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -2881639.000000 Penalty: 1000.040222
	Iteration 18Q: 3 clusters Score -2881639 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -2882065.250000 Penalty: 1000.040222
	Iteration 19Q: 3 clusters Score -2882065 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -2882395.750000 Penalty: 1000.040222
	Iteration 20F: 3 clusters Score -2882396 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -2882652.250000 Penalty: 1000.040222
	Iteration 21Q: 3 clusters Score -2882652 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2882817.750000 Penalty: 1000.040222
	Iteration 22Q: 3 clusters Score -2882818 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -2882912.500000 Penalty: 1000.040222
	Iteration 23Q: 3 clusters Score -2882912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -2882982.000000 Penalty: 1000.040222
	Iteration 24Q: 3 clusters Score -2882982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -2883022.000000 Penalty: 1000.040222
	Iteration 25Q: 3 clusters Score -2883022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -2883057.000000 Penalty: 1000.040222
	Iteration 26Q: 3 clusters Score -2883057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -2883083.000000 Penalty: 1000.040222
	Iteration 27Q: 3 clusters Score -2883083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -2883097.000000 Penalty: 1000.040222
	Iteration 28Q: 3 clusters Score -2883097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -2883107.500000 Penalty: 1000.040222
	Iteration 29Q: 3 clusters Score -2883108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -2883116.750000 Penalty: 1000.040222
	Iteration 30Q: 3 clusters Score -2883117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -2883117.500000 Penalty: 1000.040222
	Iteration 31Q: 3 clusters Score -2883118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -2883121.000000 Penalty: 1000.040222
	Iteration 32Q: 3 clusters Score -2883121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -2883124.000000 Penalty: 1000.040222
	Iteration 33Q: 3 clusters Score -2883124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -2883120.000000 Penalty: 1000.040222
	Iteration 34Q: 3 clusters Score -2883120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -2883120.750000 Penalty: 1000.040222
	Iteration 35Q: 3 clusters Score -2883121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -2883118.750000 Penalty: 1000.040222
	Iteration 36Q: 3 clusters Score -2883119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -2883118.750000 Penalty: 1000.040222
	Iteration 37F: 3 clusters Score -2883119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -28628.416016 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -28628.42 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 312 members 
Entering Unmasked Estep 
Score: -28074.265625 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -28074.27 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28219.205078 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -28219.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28242.507812 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -28242.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28253.244141 Penalty: 584.663086
	Iteration 3Q: 3 clusters Score -28253.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28259.458984 Penalty: 584.663086
	Iteration 4Q: 3 clusters Score -28259.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28266.738281 Penalty: 584.663086
	Iteration 5Q: 3 clusters Score -28266.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28277.580078 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -28277.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28282.041016 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -28282.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28285.851562 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -28285.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28291.515625 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -28291.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28293.886719 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -28293.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28296.464844 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -28296.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28300.121094 Penalty: 584.663086
	Iteration 12Q: 3 clusters Score -28300.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28301.605469 Penalty: 584.663086
	Iteration 13Q: 3 clusters Score -28301.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28303.253906 Penalty: 584.663086
	Iteration 14Q: 3 clusters Score -28303.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28304.923828 Penalty: 584.663086
	Iteration 15Q: 3 clusters Score -28304.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28306.824219 Penalty: 584.663086
	Iteration 16Q: 3 clusters Score -28306.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28309.591797 Penalty: 584.663086
	Iteration 17Q: 3 clusters Score -28309.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28309.591797 Penalty: 584.663086
	Iteration 18F: 3 clusters Score -28309.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -68414.179688 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -68414.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67256.945312 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -67256.95 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -67661.164062 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -67661.16 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67735.398438 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -67735.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67790.039062 Penalty: 670.862732
	Iteration 3F: 3 clusters Score -67790.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67841.984375 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -67841.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67898.195312 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -67898.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67950.398438 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -67950.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67998.609375 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -67998.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68023.914062 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -68023.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68046.328125 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -68046.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68063.179688 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -68063.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68071.242188 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -68071.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68075.265625 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -68075.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68078.476562 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -68078.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -68087.007812 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -68087.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -68093.875000 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -68093.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -68094.640625 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -68094.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -68095.531250 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -68095.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -68095.757812 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -68095.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -68096.226562 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -68096.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -68097.296875 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -68097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -68097.914062 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -68097.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -68098.390625 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -68098.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -68098.390625 Penalty: 670.862732
	Iteration 23F: 3 clusters Score -68098.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -444345.375000 Penalty: 410.931122
	Iteration 0F: 2 clusters Score -444345.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -438736.906250 Penalty: 821.862244
	Iteration 0F: 3 clusters Score -438736.9 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -440787.687500 Penalty: 821.862244
	Iteration 1F: 3 clusters Score -440787.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -440870.781250 Penalty: 821.862244
	Iteration 2Q: 3 clusters Score -440870.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -440963.250000 Penalty: 821.862244
	Iteration 3Q: 3 clusters Score -440963.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -441066.437500 Penalty: 821.862244
	Iteration 4Q: 3 clusters Score -441066.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -441186.312500 Penalty: 821.862244
	Iteration 5Q: 3 clusters Score -441186.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -441341.531250 Penalty: 821.862244
	Iteration 6Q: 3 clusters Score -441341.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -441542.312500 Penalty: 821.862244
	Iteration 7Q: 3 clusters Score -441542.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -441807.343750 Penalty: 821.862244
	Iteration 8Q: 3 clusters Score -441807.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -442183.375000 Penalty: 821.862244
	Iteration 9F: 3 clusters Score -442183.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -442588.406250 Penalty: 821.862244
	Iteration 10F: 3 clusters Score -442588.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -442928.687500 Penalty: 821.862244
	Iteration 11Q: 3 clusters Score -442928.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -443164.656250 Penalty: 821.862244
	Iteration 12Q: 3 clusters Score -443164.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -443277.156250 Penalty: 821.862244
	Iteration 13Q: 3 clusters Score -443277.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -443338.187500 Penalty: 821.862244
	Iteration 14Q: 3 clusters Score -443338.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -443391.343750 Penalty: 821.862244
	Iteration 15Q: 3 clusters Score -443391.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -443427.062500 Penalty: 821.862244
	Iteration 16Q: 3 clusters Score -443427.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -443471.875000 Penalty: 821.862244
	Iteration 17Q: 3 clusters Score -443471.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -443506.093750 Penalty: 821.862244
	Iteration 18Q: 3 clusters Score -443506.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -443539.093750 Penalty: 821.862244
	Iteration 19Q: 3 clusters Score -443539.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -443567.031250 Penalty: 821.862244
	Iteration 20F: 3 clusters Score -443567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -443599.906250 Penalty: 821.862244
	Iteration 21Q: 3 clusters Score -443599.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -443630.750000 Penalty: 821.862244
	Iteration 22Q: 3 clusters Score -443630.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -443670.968750 Penalty: 821.862244
	Iteration 23Q: 3 clusters Score -443671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -443696.781250 Penalty: 821.862244
	Iteration 24Q: 3 clusters Score -443696.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -443721.375000 Penalty: 821.862244
	Iteration 25Q: 3 clusters Score -443721.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -443749.750000 Penalty: 821.862244
	Iteration 26Q: 3 clusters Score -443749.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -443775.750000 Penalty: 821.862244
	Iteration 27Q: 3 clusters Score -443775.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -443799.437500 Penalty: 821.862244
	Iteration 28Q: 3 clusters Score -443799.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -443813.968750 Penalty: 821.862244
	Iteration 29Q: 3 clusters Score -443814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -443831.625000 Penalty: 821.862244
	Iteration 30Q: 3 clusters Score -443831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -443853.218750 Penalty: 821.862244
	Iteration 31Q: 3 clusters Score -443853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -443873.656250 Penalty: 821.862244
	Iteration 32Q: 3 clusters Score -443873.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -443893.937500 Penalty: 821.862244
	Iteration 33Q: 3 clusters Score -443893.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -443905.562500 Penalty: 821.862244
	Iteration 34Q: 3 clusters Score -443905.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -443914.843750 Penalty: 821.862244
	Iteration 35Q: 3 clusters Score -443914.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -443927.218750 Penalty: 821.862244
	Iteration 36Q: 3 clusters Score -443927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -443931.343750 Penalty: 821.862244
	Iteration 37Q: 3 clusters Score -443931.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -443944.718750 Penalty: 821.862244
	Iteration 38Q: 3 clusters Score -443944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -443952.343750 Penalty: 821.862244
	Iteration 39Q: 3 clusters Score -443952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -443955.718750 Penalty: 821.862244
	Iteration 40F: 3 clusters Score -443955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -443957.593750 Penalty: 821.862244
	Iteration 41Q: 3 clusters Score -443957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -443958.875000 Penalty: 821.862244
	Iteration 42Q: 3 clusters Score -443958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -443961.031250 Penalty: 821.862244
	Iteration 43Q: 3 clusters Score -443961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -443963.906250 Penalty: 821.862244
	Iteration 44Q: 3 clusters Score -443963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -443966.593750 Penalty: 821.862244
	Iteration 45Q: 3 clusters Score -443966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -443971.000000 Penalty: 821.862244
	Iteration 46Q: 3 clusters Score -443971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -443975.250000 Penalty: 821.862244
	Iteration 47Q: 3 clusters Score -443975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -443978.781250 Penalty: 821.862244
	Iteration 48Q: 3 clusters Score -443978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -443982.656250 Penalty: 821.862244
	Iteration 49Q: 3 clusters Score -443982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -443984.125000 Penalty: 821.862244
	Iteration 50Q: 3 clusters Score -443984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -443984.250000 Penalty: 821.862244
	Iteration 51Q: 3 clusters Score -443984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -443984.500000 Penalty: 821.862244
	Iteration 52Q: 3 clusters Score -443984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -443984.500000 Penalty: 821.862244
	Iteration 53F: 3 clusters Score -443984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5997.988281 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5997.988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6023.172852 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6023.173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6041.867676 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6041.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6048.640625 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6048.641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6051.601074 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6051.601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6056.541504 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6056.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6057.150879 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6057.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6057.150879 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6057.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6001.312988 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6001.313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5764.975586 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5764.976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5795.643555 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5795.644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5805.261719 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -5805.262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5863.552734 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5863.553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5924.952148 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -5924.952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5958.731445 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -5958.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5964.261230 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -5964.261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5965.760254 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -5965.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5965.760254 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -5965.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 88678 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6231 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4296 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 316887 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59246 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299176.000000 Penalty: 14394.557617
Iteration 159Q: 25 clusters Score -2.529918e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 6823 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 88669 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6252 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 316984 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59126 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1599 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299224.000000 Penalty: 14394.557617
Iteration 160F: 25 clusters Score -2.529922e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 88653 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317103 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 59001 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1604 members 
Mstep: Class 22 contains 8492 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299266.000000 Penalty: 14394.557617
Iteration 161Q: 25 clusters Score -2.529927e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 4740 members 
Mstep: Class 4 contains 88637 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317245 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58872 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299250.000000 Penalty: 14394.557617
Iteration 162Q: 25 clusters Score -2.529925e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 4715 members 
Mstep: Class 4 contains 88624 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317380 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58744 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 8597 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299188.000000 Penalty: 14394.557617
Iteration 163Q: 25 clusters Score -2.529919e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 88605 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317528 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58618 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299182.000000 Penalty: 14394.557617
Iteration 164Q: 25 clusters Score -2.529918e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 6835 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 88580 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6307 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317678 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58485 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299166.000000 Penalty: 14394.557617
Iteration 165Q: 25 clusters Score -2.529917e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 4668 members 
Mstep: Class 4 contains 88558 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6311 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317800 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58367 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 8725 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299110.000000 Penalty: 14394.557617
Iteration 166Q: 25 clusters Score -2.529911e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 4657 members 
Mstep: Class 4 contains 88555 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6311 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 317899 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58245 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 8780 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299086.000000 Penalty: 14394.557617
Iteration 167Q: 25 clusters Score -2.529909e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 88552 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6316 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 317980 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58121 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 8856 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299092.000000 Penalty: 14394.557617
Iteration 168Q: 25 clusters Score -2.529909e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 6837 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 88542 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6320 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318048 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 58025 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 8933 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299100.000000 Penalty: 14394.557617
Iteration 169Q: 25 clusters Score -2.52991e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 88538 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6326 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318117 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57926 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299092.000000 Penalty: 14394.557617
Iteration 170Q: 25 clusters Score -2.529909e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 6832 members 
Mstep: Class 3 contains 4626 members 
Mstep: Class 4 contains 88536 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318190 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57835 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299078.000000 Penalty: 14394.557617
Iteration 171Q: 25 clusters Score -2.529908e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 88535 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6338 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318269 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57731 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299082.000000 Penalty: 14394.557617
Iteration 172Q: 25 clusters Score -2.529908e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 6828 members 
Mstep: Class 3 contains 4609 members 
Mstep: Class 4 contains 88537 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318331 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57636 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299108.000000 Penalty: 14394.557617
Iteration 173Q: 25 clusters Score -2.529911e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 6826 members 
Mstep: Class 3 contains 4609 members 
Mstep: Class 4 contains 88533 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318398 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57532 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 9304 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299154.000000 Penalty: 14394.557617
Iteration 174Q: 25 clusters Score -2.529915e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 6822 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 88528 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318481 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57419 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1632 members 
Mstep: Class 22 contains 9359 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299188.000000 Penalty: 14394.557617
Iteration 175Q: 25 clusters Score -2.529919e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 6820 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 88504 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318610 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57281 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1634 members 
Mstep: Class 22 contains 9418 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299170.000000 Penalty: 14394.557617
Iteration 176Q: 25 clusters Score -2.529917e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 4 contains 88477 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318729 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57142 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 9487 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299188.000000 Penalty: 14394.557617
Iteration 177Q: 25 clusters Score -2.529919e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 88444 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318834 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 57023 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 9553 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299182.000000 Penalty: 14394.557617
Iteration 178Q: 25 clusters Score -2.529918e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 4 contains 88418 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318910 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56905 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 9636 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299182.000000 Penalty: 14394.557617
Iteration 179Q: 25 clusters Score -2.529918e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 88385 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 318989 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56777 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 9724 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299230.000000 Penalty: 14394.557617
Iteration 180F: 25 clusters Score -2.529923e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 88341 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319073 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56656 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 9828 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299254.000000 Penalty: 14394.557617
Iteration 181Q: 25 clusters Score -2.529925e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 88301 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319157 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56524 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 9938 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299282.000000 Penalty: 14394.557617
Iteration 182Q: 25 clusters Score -2.529928e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 88256 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319244 members 
Mstep: Class 14 contains 1747 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56407 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 10033 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299328.000000 Penalty: 14394.557617
Iteration 183Q: 25 clusters Score -2.529933e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 88219 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319316 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56293 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 10132 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299406.000000 Penalty: 14394.557617
Iteration 184Q: 25 clusters Score -2.529941e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 6809 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 88173 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319398 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56186 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 10231 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299444.000000 Penalty: 14394.557617
Iteration 185Q: 25 clusters Score -2.529944e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 88133 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319474 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 56082 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 10331 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299496.000000 Penalty: 14394.557617
Iteration 186Q: 25 clusters Score -2.52995e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 6807 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 88083 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319543 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55991 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299484.000000 Penalty: 14394.557617
Iteration 187Q: 25 clusters Score -2.529948e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 6805 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 88025 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319622 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55878 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 10563 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299468.000000 Penalty: 14394.557617
Iteration 188Q: 25 clusters Score -2.529947e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 87966 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319696 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55763 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 10687 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299492.000000 Penalty: 14394.557617
Iteration 189Q: 25 clusters Score -2.529949e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 4594 members 
Mstep: Class 4 contains 87894 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319775 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55671 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 10801 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299484.000000 Penalty: 14394.557617
Iteration 190Q: 25 clusters Score -2.529948e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 6816 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 87822 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 319883 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55566 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1689 members 
Mstep: Class 22 contains 10893 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299502.000000 Penalty: 14394.557617
Iteration 191Q: 25 clusters Score -2.52995e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 87738 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 320016 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55464 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 10979 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299484.000000 Penalty: 14394.557617
Iteration 192Q: 25 clusters Score -2.529948e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 87651 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 320167 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55355 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 11054 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299472.000000 Penalty: 14394.557617
Iteration 193Q: 25 clusters Score -2.529947e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 4592 members 
Mstep: Class 4 contains 87569 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4386 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 320348 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55231 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 11116 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299460.000000 Penalty: 14394.557617
Iteration 194Q: 25 clusters Score -2.529946e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 87478 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 320522 members 
Mstep: Class 14 contains 1756 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 55116 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 11183 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299456.000000 Penalty: 14394.557617
Iteration 195Q: 25 clusters Score -2.529946e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 87389 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 6306 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 320699 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54989 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 11254 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299348.000000 Penalty: 14394.557617
Iteration 196Q: 25 clusters Score -2.529935e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 87289 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6294 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4547 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 320870 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54867 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 11337 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299394.000000 Penalty: 14394.557617
Iteration 197Q: 25 clusters Score -2.529939e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 87164 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 6289 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321063 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54751 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 11415 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299400.000000 Penalty: 14394.557617
Iteration 198Q: 25 clusters Score -2.52994e+07 nChanged 414
Entering ConstructFrom: 
Score: -25299400.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (19639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Entering Unmasked Estep 
Score: -924446.250000 Penalty: 449.779907
	Iteration 0F: 2 clusters Score -924446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -911370.375000 Penalty: 899.559814
	Iteration 0F: 3 clusters Score -911370.4 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -916495.062500 Penalty: 899.559814
	Iteration 1F: 3 clusters Score -916495.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -916656.875000 Penalty: 899.559814
	Iteration 2Q: 3 clusters Score -916656.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -916791.937500 Penalty: 899.559814
	Iteration 3Q: 3 clusters Score -916791.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -916942.937500 Penalty: 899.559814
	Iteration 4Q: 3 clusters Score -916942.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -917115.125000 Penalty: 899.559814
	Iteration 5Q: 3 clusters Score -917115.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -917385.625000 Penalty: 899.559814
	Iteration 6Q: 3 clusters Score -917385.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -917771.187500 Penalty: 899.559814
	Iteration 7Q: 3 clusters Score -917771.2 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -918417.062500 Penalty: 899.559814
	Iteration 8F: 3 clusters Score -918417.1 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -919412.562500 Penalty: 899.559814
	Iteration 9F: 3 clusters Score -919412.6 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -920674.875000 Penalty: 899.559814
	Iteration 10F: 3 clusters Score -920674.9 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -922052.250000 Penalty: 899.559814
	Iteration 11F: 3 clusters Score -922052.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -923040.125000 Penalty: 899.559814
	Iteration 12F: 3 clusters Score -923040.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -923529.062500 Penalty: 899.559814
	Iteration 13Q: 3 clusters Score -923529.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -923734.687500 Penalty: 899.559814
	Iteration 14Q: 3 clusters Score -923734.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -923866.500000 Penalty: 899.559814
	Iteration 15Q: 3 clusters Score -923866.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -923946.687500 Penalty: 899.559814
	Iteration 16Q: 3 clusters Score -923946.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -923983.250000 Penalty: 899.559814
	Iteration 17Q: 3 clusters Score -923983.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -924000.375000 Penalty: 899.559814
	Iteration 18Q: 3 clusters Score -924000.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -924015.500000 Penalty: 899.559814
	Iteration 19Q: 3 clusters Score -924015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -924023.312500 Penalty: 899.559814
	Iteration 20F: 3 clusters Score -924023.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -924028.062500 Penalty: 899.559814
	Iteration 21Q: 3 clusters Score -924028.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -924031.625000 Penalty: 899.559814
	Iteration 22Q: 3 clusters Score -924031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -924037.375000 Penalty: 899.559814
	Iteration 23Q: 3 clusters Score -924037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -924043.500000 Penalty: 899.559814
	Iteration 24Q: 3 clusters Score -924043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -924046.000000 Penalty: 899.559814
	Iteration 25Q: 3 clusters Score -924046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -924049.875000 Penalty: 899.559814
	Iteration 26Q: 3 clusters Score -924049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -924054.687500 Penalty: 899.559814
	Iteration 27Q: 3 clusters Score -924054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -924058.625000 Penalty: 899.559814
	Iteration 28Q: 3 clusters Score -924058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -924063.312500 Penalty: 899.559814
	Iteration 29Q: 3 clusters Score -924063.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -924065.750000 Penalty: 899.559814
	Iteration 30Q: 3 clusters Score -924065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -924068.812500 Penalty: 899.559814
	Iteration 31Q: 3 clusters Score -924068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -924070.750000 Penalty: 899.559814
	Iteration 32Q: 3 clusters Score -924070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -924073.687500 Penalty: 899.559814
	Iteration 33Q: 3 clusters Score -924073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -924074.250000 Penalty: 899.559814
	Iteration 34Q: 3 clusters Score -924074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -924075.875000 Penalty: 899.559814
	Iteration 35Q: 3 clusters Score -924075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -924077.125000 Penalty: 899.559814
	Iteration 36Q: 3 clusters Score -924077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -924079.312500 Penalty: 899.559814
	Iteration 37Q: 3 clusters Score -924079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -924079.312500 Penalty: 899.559814
	Iteration 38F: 3 clusters Score -924079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -323326.031250 Penalty: 401.482697
	Iteration 0F: 2 clusters Score -323326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -318744.218750 Penalty: 802.965393
	Iteration 0F: 3 clusters Score -318744.2 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -320430.343750 Penalty: 802.965393
	Iteration 1F: 3 clusters Score -320430.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -320665.093750 Penalty: 802.965393
	Iteration 2F: 3 clusters Score -320665.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -320952.968750 Penalty: 802.965393
	Iteration 3F: 3 clusters Score -320953 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -321352.312500 Penalty: 802.965393
	Iteration 4F: 3 clusters Score -321352.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -321839.687500 Penalty: 802.965393
	Iteration 5F: 3 clusters Score -321839.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -322292.656250 Penalty: 802.965393
	Iteration 6F: 3 clusters Score -322292.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -322651.843750 Penalty: 802.965393
	Iteration 7F: 3 clusters Score -322651.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -322879.312500 Penalty: 802.965393
	Iteration 8Q: 3 clusters Score -322879.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -323046.718750 Penalty: 802.965393
	Iteration 9Q: 3 clusters Score -323046.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -323186.937500 Penalty: 802.965393
	Iteration 10Q: 3 clusters Score -323186.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -323276.437500 Penalty: 802.965393
	Iteration 11Q: 3 clusters Score -323276.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -323319.000000 Penalty: 802.965393
	Iteration 12Q: 3 clusters Score -323319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -323338.750000 Penalty: 802.965393
	Iteration 13Q: 3 clusters Score -323338.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -323350.875000 Penalty: 802.965393
	Iteration 14Q: 3 clusters Score -323350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -323358.312500 Penalty: 802.965393
	Iteration 15Q: 3 clusters Score -323358.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -323367.125000 Penalty: 802.965393
	Iteration 16Q: 3 clusters Score -323367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -323371.687500 Penalty: 802.965393
	Iteration 17Q: 3 clusters Score -323371.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -323374.062500 Penalty: 802.965393
	Iteration 18Q: 3 clusters Score -323374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -323374.937500 Penalty: 802.965393
	Iteration 19Q: 3 clusters Score -323374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -323375.312500 Penalty: 802.965393
	Iteration 20F: 3 clusters Score -323375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -323375.437500 Penalty: 802.965393
	Iteration 21Q: 3 clusters Score -323375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -323376.718750 Penalty: 802.965393
	Iteration 22Q: 3 clusters Score -323376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -323376.750000 Penalty: 802.965393
	Iteration 23Q: 3 clusters Score -323376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -323377.687500 Penalty: 802.965393
	Iteration 24Q: 3 clusters Score -323377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -323377.718750 Penalty: 802.965393
	Iteration 25Q: 3 clusters Score -323377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -323378.187500 Penalty: 802.965393
	Iteration 26Q: 3 clusters Score -323378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -323378.187500 Penalty: 802.965393
	Iteration 27F: 3 clusters Score -323378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 87052 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321246 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54634 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 11492 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 6060 members 
Entering Unmasked Estep 
Score: -25299262.000000 Penalty: 14994.331055
Splitting cluster 2 changes total score from -25299400.000000 to -25299262.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -238664.906250 Penalty: 383.589844
	Iteration 0F: 2 clusters Score -238664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -235609.000000 Penalty: 767.179688
	Iteration 0F: 3 clusters Score -235609 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -236782.937500 Penalty: 767.179688
	Iteration 1F: 3 clusters Score -236782.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -237012.343750 Penalty: 767.179688
	Iteration 2F: 3 clusters Score -237012.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237314.843750 Penalty: 767.179688
	Iteration 3F: 3 clusters Score -237314.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -237601.343750 Penalty: 767.179688
	Iteration 4F: 3 clusters Score -237601.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -237845.265625 Penalty: 767.179688
	Iteration 5F: 3 clusters Score -237845.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -238026.437500 Penalty: 767.179688
	Iteration 6Q: 3 clusters Score -238026.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -238140.468750 Penalty: 767.179688
	Iteration 7Q: 3 clusters Score -238140.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -238226.875000 Penalty: 767.179688
	Iteration 8Q: 3 clusters Score -238226.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -238278.359375 Penalty: 767.179688
	Iteration 9Q: 3 clusters Score -238278.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -238303.421875 Penalty: 767.179688
	Iteration 10Q: 3 clusters Score -238303.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -238320.953125 Penalty: 767.179688
	Iteration 11Q: 3 clusters Score -238321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -238333.375000 Penalty: 767.179688
	Iteration 12Q: 3 clusters Score -238333.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -238338.609375 Penalty: 767.179688
	Iteration 13Q: 3 clusters Score -238338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238344.921875 Penalty: 767.179688
	Iteration 14Q: 3 clusters Score -238344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238349.609375 Penalty: 767.179688
	Iteration 15Q: 3 clusters Score -238349.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -238355.515625 Penalty: 767.179688
	Iteration 16Q: 3 clusters Score -238355.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -238363.234375 Penalty: 767.179688
	Iteration 17Q: 3 clusters Score -238363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -238369.000000 Penalty: 767.179688
	Iteration 18Q: 3 clusters Score -238369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -238371.421875 Penalty: 767.179688
	Iteration 19Q: 3 clusters Score -238371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -238373.437500 Penalty: 767.179688
	Iteration 20F: 3 clusters Score -238373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -238374.890625 Penalty: 767.179688
	Iteration 21Q: 3 clusters Score -238374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -238375.328125 Penalty: 767.179688
	Iteration 22Q: 3 clusters Score -238375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -238376.812500 Penalty: 767.179688
	Iteration 23Q: 3 clusters Score -238376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -238377.640625 Penalty: 767.179688
	Iteration 24Q: 3 clusters Score -238377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -238379.187500 Penalty: 767.179688
	Iteration 25Q: 3 clusters Score -238379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -238379.609375 Penalty: 767.179688
	Iteration 26Q: 3 clusters Score -238379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -238380.437500 Penalty: 767.179688
	Iteration 27Q: 3 clusters Score -238380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -238380.812500 Penalty: 767.179688
	Iteration 28Q: 3 clusters Score -238380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -238380.937500 Penalty: 767.179688
	Iteration 29Q: 3 clusters Score -238380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -238380.937500 Penalty: 767.179688
	Iteration 30F: 3 clusters Score -238380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (87052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Entering Unmasked Estep 
Score: -4400091.000000 Penalty: 517.528870
	Iteration 0F: 2 clusters Score -4400091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -4340955.500000 Penalty: 1035.057739
	Iteration 0F: 3 clusters Score -4340956 nChanged 42698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -4366899.500000 Penalty: 1035.057739
	Iteration 1F: 3 clusters Score -4366900 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -4368644.000000 Penalty: 1035.057739
	Iteration 2Q: 3 clusters Score -4368644 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -4371379.500000 Penalty: 1035.057739
	Iteration 3F: 3 clusters Score -4371380 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -4375836.000000 Penalty: 1035.057739
	Iteration 4F: 3 clusters Score -4375836 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -4382188.000000 Penalty: 1035.057739
	Iteration 5F: 3 clusters Score -4382188 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -4389098.500000 Penalty: 1035.057739
	Iteration 6F: 3 clusters Score -4389098 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -4394227.500000 Penalty: 1035.057739
	Iteration 7F: 3 clusters Score -4394228 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -4397168.500000 Penalty: 1035.057739
	Iteration 8Q: 3 clusters Score -4397168 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -4398474.500000 Penalty: 1035.057739
	Iteration 9Q: 3 clusters Score -4398474 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -4399034.000000 Penalty: 1035.057739
	Iteration 10Q: 3 clusters Score -4399034 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -4399322.500000 Penalty: 1035.057739
	Iteration 11Q: 3 clusters Score -4399322 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -4399452.000000 Penalty: 1035.057739
	Iteration 12Q: 3 clusters Score -4399452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -4399520.000000 Penalty: 1035.057739
	Iteration 13Q: 3 clusters Score -4399520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -4399559.000000 Penalty: 1035.057739
	Iteration 14Q: 3 clusters Score -4399559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 86846 members 
Entering Unmasked Estep 
Score: -4399590.000000 Penalty: 1035.057739
	Iteration 15Q: 3 clusters Score -4399590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -4399623.000000 Penalty: 1035.057739
	Iteration 16Q: 3 clusters Score -4399623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -4399651.500000 Penalty: 1035.057739
	Iteration 17Q: 3 clusters Score -4399652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -4399654.000000 Penalty: 1035.057739
	Iteration 18Q: 3 clusters Score -4399654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -4399659.500000 Penalty: 1035.057739
	Iteration 19Q: 3 clusters Score -4399660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -4399660.000000 Penalty: 1035.057739
	Iteration 20F: 3 clusters Score -4399660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86909 members 
Entering Unmasked Estep 
Score: -4399665.500000 Penalty: 1035.057739
	Iteration 21Q: 3 clusters Score -4399666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -4399670.500000 Penalty: 1035.057739
	Iteration 22Q: 3 clusters Score -4399670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -4399672.000000 Penalty: 1035.057739
	Iteration 23Q: 3 clusters Score -4399672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -4399679.000000 Penalty: 1035.057739
	Iteration 24Q: 3 clusters Score -4399679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -4399681.000000 Penalty: 1035.057739
	Iteration 25Q: 3 clusters Score -4399681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -4399683.000000 Penalty: 1035.057739
	Iteration 26Q: 3 clusters Score -4399683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -4399685.500000 Penalty: 1035.057739
	Iteration 27Q: 3 clusters Score -4399686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -4399685.500000 Penalty: 1035.057739
	Iteration 28Q: 3 clusters Score -4399686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -4399685.500000 Penalty: 1035.057739
	Iteration 29F: 3 clusters Score -4399686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10416.058594 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10416.06 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10493.164062 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10493.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10508.419922 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10508.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10534.613281 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -10534.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10547.275391 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -10547.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10568.455078 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10568.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10589.283203 Penalty: 500.242279
	Iteration 6F: 3 clusters Score -10589.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10616.018555 Penalty: 500.242279
	Iteration 7F: 3 clusters Score -10616.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10640.678711 Penalty: 500.242279
	Iteration 8F: 3 clusters Score -10640.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -10663.905273 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10663.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -10669.214844 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -10669.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -10680.513672 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -10680.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -10683.213867 Penalty: 500.242279
	Iteration 12Q: 3 clusters Score -10683.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -10683.213867 Penalty: 500.242279
	Iteration 13F: 3 clusters Score -10683.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -128602.898438 Penalty: 358.352509
	Iteration 0F: 2 clusters Score -128602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -126766.437500 Penalty: 716.705017
	Iteration 0F: 3 clusters Score -126766.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -127633.437500 Penalty: 716.705017
	Iteration 1F: 3 clusters Score -127633.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127910.945312 Penalty: 716.705017
	Iteration 2F: 3 clusters Score -127910.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128099.156250 Penalty: 716.705017
	Iteration 3F: 3 clusters Score -128099.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128200.664062 Penalty: 716.705017
	Iteration 4Q: 3 clusters Score -128200.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -128255.812500 Penalty: 716.705017
	Iteration 5Q: 3 clusters Score -128255.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128286.382812 Penalty: 716.705017
	Iteration 6Q: 3 clusters Score -128286.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -128300.359375 Penalty: 716.705017
	Iteration 7Q: 3 clusters Score -128300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -128308.023438 Penalty: 716.705017
	Iteration 8Q: 3 clusters Score -128308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -128312.820312 Penalty: 716.705017
	Iteration 9Q: 3 clusters Score -128312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -128318.460938 Penalty: 716.705017
	Iteration 10Q: 3 clusters Score -128318.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -128323.656250 Penalty: 716.705017
	Iteration 11Q: 3 clusters Score -128323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -128329.867188 Penalty: 716.705017
	Iteration 12Q: 3 clusters Score -128329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -128337.734375 Penalty: 716.705017
	Iteration 13Q: 3 clusters Score -128337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -128342.812500 Penalty: 716.705017
	Iteration 14Q: 3 clusters Score -128342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -128346.648438 Penalty: 716.705017
	Iteration 15Q: 3 clusters Score -128346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -128351.117188 Penalty: 716.705017
	Iteration 16Q: 3 clusters Score -128351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -128356.804688 Penalty: 716.705017
	Iteration 17Q: 3 clusters Score -128356.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -128364.156250 Penalty: 716.705017
	Iteration 18Q: 3 clusters Score -128364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -128373.679688 Penalty: 716.705017
	Iteration 19Q: 3 clusters Score -128373.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -128381.859375 Penalty: 716.705017
	Iteration 20F: 3 clusters Score -128381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -128386.562500 Penalty: 716.705017
	Iteration 21Q: 3 clusters Score -128386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -128390.187500 Penalty: 716.705017
	Iteration 22Q: 3 clusters Score -128390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -128391.656250 Penalty: 716.705017
	Iteration 23Q: 3 clusters Score -128391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -128394.101562 Penalty: 716.705017
	Iteration 24Q: 3 clusters Score -128394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -128394.671875 Penalty: 716.705017
	Iteration 25Q: 3 clusters Score -128394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -128395.062500 Penalty: 716.705017
	Iteration 26Q: 3 clusters Score -128395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -128395.062500 Penalty: 716.705017
	Iteration 27F: 3 clusters Score -128395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -288105.875000 Penalty: 397.961121
	Iteration 0F: 2 clusters Score -288105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -283917.156250 Penalty: 795.922241
	Iteration 0F: 3 clusters Score -283917.2 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -285352.312500 Penalty: 795.922241
	Iteration 1F: 3 clusters Score -285352.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -285481.718750 Penalty: 795.922241
	Iteration 2Q: 3 clusters Score -285481.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -285660.968750 Penalty: 795.922241
	Iteration 3F: 3 clusters Score -285661 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -285934.781250 Penalty: 795.922241
	Iteration 4F: 3 clusters Score -285934.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -286335.031250 Penalty: 795.922241
	Iteration 5F: 3 clusters Score -286335 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -286852.625000 Penalty: 795.922241
	Iteration 6F: 3 clusters Score -286852.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -287326.062500 Penalty: 795.922241
	Iteration 7F: 3 clusters Score -287326.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -287563.031250 Penalty: 795.922241
	Iteration 8Q: 3 clusters Score -287563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -287662.812500 Penalty: 795.922241
	Iteration 9Q: 3 clusters Score -287662.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -287700.937500 Penalty: 795.922241
	Iteration 10Q: 3 clusters Score -287700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -287728.031250 Penalty: 795.922241
	Iteration 11Q: 3 clusters Score -287728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -287736.625000 Penalty: 795.922241
	Iteration 12Q: 3 clusters Score -287736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -287740.218750 Penalty: 795.922241
	Iteration 13Q: 3 clusters Score -287740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -287742.000000 Penalty: 795.922241
	Iteration 14Q: 3 clusters Score -287742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -287742.000000 Penalty: 795.922241
	Iteration 15F: 3 clusters Score -287742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 376 members 
Entering Unmasked Estep 
Score: -34105.312500 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34105.31 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34272.007812 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34272.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -34303.687500 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34303.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34326.691406 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -34326.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34340.472656 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34340.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34351.171875 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34351.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -34361.218750 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34361.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -34369.265625 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34369.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -34382.394531 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34382.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34388.468750 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34388.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34392.535156 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34392.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -34399.656250 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34399.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -34410.828125 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34410.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34417.460938 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34417.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34422.839844 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34422.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34425.707031 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34425.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -34428.113281 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34428.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -34431.457031 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34431.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -34435.605469 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34435.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -34441.257812 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34441.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -34447.343750 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34447.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -34450.785156 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34450.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -34453.566406 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -34453.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34455.707031 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -34455.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -34456.660156 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -34456.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -34458.289062 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -34458.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -34459.734375 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -34459.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -34464.042969 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -34464.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -34466.230469 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -34466.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34466.808594 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -34466.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -34467.164062 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -34467.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34471.109375 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -34471.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -34475.417969 Penalty: 600.588257
	Iteration 32Q: 3 clusters Score -34475.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -34476.605469 Penalty: 600.588257
	Iteration 33Q: 3 clusters Score -34476.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -34476.605469 Penalty: 600.588257
	Iteration 34F: 3 clusters Score -34476.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -242022.328125 Penalty: 383.251160
	Iteration 0F: 2 clusters Score -242022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -238873.000000 Penalty: 766.502319
	Iteration 0F: 3 clusters Score -238873 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -240132.781250 Penalty: 766.502319
	Iteration 1F: 3 clusters Score -240132.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -240465.453125 Penalty: 766.502319
	Iteration 2F: 3 clusters Score -240465.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -240787.953125 Penalty: 766.502319
	Iteration 3F: 3 clusters Score -240788 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -241038.609375 Penalty: 766.502319
	Iteration 4F: 3 clusters Score -241038.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -241188.375000 Penalty: 766.502319
	Iteration 5F: 3 clusters Score -241188.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -241262.718750 Penalty: 766.502319
	Iteration 6Q: 3 clusters Score -241262.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -241304.250000 Penalty: 766.502319
	Iteration 7Q: 3 clusters Score -241304.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -241326.984375 Penalty: 766.502319
	Iteration 8Q: 3 clusters Score -241327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -241339.390625 Penalty: 766.502319
	Iteration 9Q: 3 clusters Score -241339.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -241349.828125 Penalty: 766.502319
	Iteration 10Q: 3 clusters Score -241349.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -241361.312500 Penalty: 766.502319
	Iteration 11Q: 3 clusters Score -241361.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -241376.562500 Penalty: 766.502319
	Iteration 12Q: 3 clusters Score -241376.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -241391.921875 Penalty: 766.502319
	Iteration 13Q: 3 clusters Score -241391.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -241402.437500 Penalty: 766.502319
	Iteration 14Q: 3 clusters Score -241402.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -241410.453125 Penalty: 766.502319
	Iteration 15Q: 3 clusters Score -241410.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -241417.953125 Penalty: 766.502319
	Iteration 16Q: 3 clusters Score -241418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -241422.234375 Penalty: 766.502319
	Iteration 17Q: 3 clusters Score -241422.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -241425.468750 Penalty: 766.502319
	Iteration 18Q: 3 clusters Score -241425.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -241428.875000 Penalty: 766.502319
	Iteration 19Q: 3 clusters Score -241428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -241432.250000 Penalty: 766.502319
	Iteration 20F: 3 clusters Score -241432.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -241435.484375 Penalty: 766.502319
	Iteration 21Q: 3 clusters Score -241435.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -241440.390625 Penalty: 766.502319
	Iteration 22Q: 3 clusters Score -241440.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -241445.812500 Penalty: 766.502319
	Iteration 23Q: 3 clusters Score -241445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -241451.968750 Penalty: 766.502319
	Iteration 24Q: 3 clusters Score -241452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -241458.250000 Penalty: 766.502319
	Iteration 25Q: 3 clusters Score -241458.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -241462.546875 Penalty: 766.502319
	Iteration 26Q: 3 clusters Score -241462.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -241465.187500 Penalty: 766.502319
	Iteration 27Q: 3 clusters Score -241465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -241467.953125 Penalty: 766.502319
	Iteration 28Q: 3 clusters Score -241468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -241471.281250 Penalty: 766.502319
	Iteration 29Q: 3 clusters Score -241471.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -241474.921875 Penalty: 766.502319
	Iteration 30Q: 3 clusters Score -241474.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -241478.937500 Penalty: 766.502319
	Iteration 31Q: 3 clusters Score -241478.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -241484.453125 Penalty: 766.502319
	Iteration 32Q: 3 clusters Score -241484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -241489.859375 Penalty: 766.502319
	Iteration 33Q: 3 clusters Score -241489.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -241496.046875 Penalty: 766.502319
	Iteration 34Q: 3 clusters Score -241496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -241500.703125 Penalty: 766.502319
	Iteration 35Q: 3 clusters Score -241500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -241503.859375 Penalty: 766.502319
	Iteration 36Q: 3 clusters Score -241503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -241507.437500 Penalty: 766.502319
	Iteration 37Q: 3 clusters Score -241507.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -241509.656250 Penalty: 766.502319
	Iteration 38Q: 3 clusters Score -241509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -241510.750000 Penalty: 766.502319
	Iteration 39Q: 3 clusters Score -241510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -241511.203125 Penalty: 766.502319
	Iteration 40F: 3 clusters Score -241511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -241512.000000 Penalty: 766.502319
	Iteration 41Q: 3 clusters Score -241512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -241512.781250 Penalty: 766.502319
	Iteration 42Q: 3 clusters Score -241512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -241513.281250 Penalty: 766.502319
	Iteration 43Q: 3 clusters Score -241513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -241514.625000 Penalty: 766.502319
	Iteration 44Q: 3 clusters Score -241514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -241515.140625 Penalty: 766.502319
	Iteration 45Q: 3 clusters Score -241515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -241516.921875 Penalty: 766.502319
	Iteration 46Q: 3 clusters Score -241516.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -241520.109375 Penalty: 766.502319
	Iteration 47Q: 3 clusters Score -241520.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -241522.578125 Penalty: 766.502319
	Iteration 48Q: 3 clusters Score -241522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -241524.500000 Penalty: 766.502319
	Iteration 49Q: 3 clusters Score -241524.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -241526.296875 Penalty: 766.502319
	Iteration 50Q: 3 clusters Score -241526.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -241528.484375 Penalty: 766.502319
	Iteration 51Q: 3 clusters Score -241528.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -241531.562500 Penalty: 766.502319
	Iteration 52Q: 3 clusters Score -241531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -241534.609375 Penalty: 766.502319
	Iteration 53Q: 3 clusters Score -241534.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -241535.750000 Penalty: 766.502319
	Iteration 54Q: 3 clusters Score -241535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -241535.796875 Penalty: 766.502319
	Iteration 55Q: 3 clusters Score -241535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -241536.390625 Penalty: 766.502319
	Iteration 56Q: 3 clusters Score -241536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -241536.625000 Penalty: 766.502319
	Iteration 57Q: 3 clusters Score -241536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -241537.359375 Penalty: 766.502319
	Iteration 58Q: 3 clusters Score -241537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -241536.671875 Penalty: 766.502319
	Iteration 59Q: 3 clusters Score -241536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -241537.296875 Penalty: 766.502319
	Iteration 60F: 3 clusters Score -241537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -241537.750000 Penalty: 766.502319
	Iteration 61Q: 3 clusters Score -241537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -241539.031250 Penalty: 766.502319
	Iteration 62Q: 3 clusters Score -241539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -241539.328125 Penalty: 766.502319
	Iteration 63Q: 3 clusters Score -241539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -241540.937500 Penalty: 766.502319
	Iteration 64Q: 3 clusters Score -241540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -241542.406250 Penalty: 766.502319
	Iteration 65Q: 3 clusters Score -241542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -241544.015625 Penalty: 766.502319
	Iteration 66Q: 3 clusters Score -241544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -241544.203125 Penalty: 766.502319
	Iteration 67Q: 3 clusters Score -241544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -241544.875000 Penalty: 766.502319
	Iteration 68Q: 3 clusters Score -241544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -241545.125000 Penalty: 766.502319
	Iteration 69Q: 3 clusters Score -241545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -241546.625000 Penalty: 766.502319
	Iteration 70Q: 3 clusters Score -241546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -241547.437500 Penalty: 766.502319
	Iteration 71Q: 3 clusters Score -241547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -241547.953125 Penalty: 766.502319
	Iteration 72Q: 3 clusters Score -241548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -241547.953125 Penalty: 766.502319
	Iteration 73Q: 3 clusters Score -241548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -241548.640625 Penalty: 766.502319
	Iteration 74Q: 3 clusters Score -241548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -241549.500000 Penalty: 766.502319
	Iteration 75Q: 3 clusters Score -241549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -241551.187500 Penalty: 766.502319
	Iteration 76Q: 3 clusters Score -241551.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -241553.109375 Penalty: 766.502319
	Iteration 77Q: 3 clusters Score -241553.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -241553.671875 Penalty: 766.502319
	Iteration 78Q: 3 clusters Score -241553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -241554.578125 Penalty: 766.502319
	Iteration 79Q: 3 clusters Score -241554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -241554.703125 Penalty: 766.502319
	Iteration 80F: 3 clusters Score -241554.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -241555.890625 Penalty: 766.502319
	Iteration 81Q: 3 clusters Score -241555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -241555.515625 Penalty: 766.502319
	Iteration 82Q: 3 clusters Score -241555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -241556.031250 Penalty: 766.502319
	Iteration 83Q: 3 clusters Score -241556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -241555.843750 Penalty: 766.502319
	Iteration 84Q: 3 clusters Score -241555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -241556.015625 Penalty: 766.502319
	Iteration 85Q: 3 clusters Score -241556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -241557.031250 Penalty: 766.502319
	Iteration 86Q: 3 clusters Score -241557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -241558.093750 Penalty: 766.502319
	Iteration 87Q: 3 clusters Score -241558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -241559.703125 Penalty: 766.502319
	Iteration 88Q: 3 clusters Score -241559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -241561.171875 Penalty: 766.502319
	Iteration 89Q: 3 clusters Score -241561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -241563.593750 Penalty: 766.502319
	Iteration 90Q: 3 clusters Score -241563.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -241568.343750 Penalty: 766.502319
	Iteration 91Q: 3 clusters Score -241568.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -241571.812500 Penalty: 766.502319
	Iteration 92Q: 3 clusters Score -241571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -241573.953125 Penalty: 766.502319
	Iteration 93Q: 3 clusters Score -241574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -241576.375000 Penalty: 766.502319
	Iteration 94Q: 3 clusters Score -241576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -241580.109375 Penalty: 766.502319
	Iteration 95Q: 3 clusters Score -241580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -241583.734375 Penalty: 766.502319
	Iteration 96Q: 3 clusters Score -241583.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -241589.875000 Penalty: 766.502319
	Iteration 97Q: 3 clusters Score -241589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -241593.078125 Penalty: 766.502319
	Iteration 98Q: 3 clusters Score -241593.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -241598.609375 Penalty: 766.502319
	Iteration 99Q: 3 clusters Score -241598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -241602.031250 Penalty: 766.502319
	Iteration 100F: 3 clusters Score -241602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -241605.546875 Penalty: 766.502319
	Iteration 101Q: 3 clusters Score -241605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -241610.203125 Penalty: 766.502319
	Iteration 102Q: 3 clusters Score -241610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -241613.187500 Penalty: 766.502319
	Iteration 103Q: 3 clusters Score -241613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -241614.625000 Penalty: 766.502319
	Iteration 104Q: 3 clusters Score -241614.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -241616.359375 Penalty: 766.502319
	Iteration 105Q: 3 clusters Score -241616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -241619.046875 Penalty: 766.502319
	Iteration 106Q: 3 clusters Score -241619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -241622.562500 Penalty: 766.502319
	Iteration 107Q: 3 clusters Score -241622.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -241626.781250 Penalty: 766.502319
	Iteration 108Q: 3 clusters Score -241626.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -241633.171875 Penalty: 766.502319
	Iteration 109Q: 3 clusters Score -241633.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -241638.343750 Penalty: 766.502319
	Iteration 110Q: 3 clusters Score -241638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -241641.015625 Penalty: 766.502319
	Iteration 111Q: 3 clusters Score -241641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -241643.140625 Penalty: 766.502319
	Iteration 112Q: 3 clusters Score -241643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -241645.828125 Penalty: 766.502319
	Iteration 113Q: 3 clusters Score -241645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -241648.109375 Penalty: 766.502319
	Iteration 114Q: 3 clusters Score -241648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -241650.718750 Penalty: 766.502319
	Iteration 115Q: 3 clusters Score -241650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -241652.218750 Penalty: 766.502319
	Iteration 116Q: 3 clusters Score -241652.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -241654.437500 Penalty: 766.502319
	Iteration 117Q: 3 clusters Score -241654.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -241656.390625 Penalty: 766.502319
	Iteration 118Q: 3 clusters Score -241656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -241657.718750 Penalty: 766.502319
	Iteration 119Q: 3 clusters Score -241657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -241658.734375 Penalty: 766.502319
	Iteration 120F: 3 clusters Score -241658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -241660.984375 Penalty: 766.502319
	Iteration 121Q: 3 clusters Score -241661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -241662.625000 Penalty: 766.502319
	Iteration 122Q: 3 clusters Score -241662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -241664.453125 Penalty: 766.502319
	Iteration 123Q: 3 clusters Score -241664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -241666.515625 Penalty: 766.502319
	Iteration 124Q: 3 clusters Score -241666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -241667.031250 Penalty: 766.502319
	Iteration 125Q: 3 clusters Score -241667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -241667.406250 Penalty: 766.502319
	Iteration 126Q: 3 clusters Score -241667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -241667.921875 Penalty: 766.502319
	Iteration 127Q: 3 clusters Score -241667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -241669.281250 Penalty: 766.502319
	Iteration 128Q: 3 clusters Score -241669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -241669.718750 Penalty: 766.502319
	Iteration 129Q: 3 clusters Score -241669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -241671.312500 Penalty: 766.502319
	Iteration 130Q: 3 clusters Score -241671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -241672.046875 Penalty: 766.502319
	Iteration 131Q: 3 clusters Score -241672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -241672.453125 Penalty: 766.502319
	Iteration 132Q: 3 clusters Score -241672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -241672.656250 Penalty: 766.502319
	Iteration 133Q: 3 clusters Score -241672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -241673.015625 Penalty: 766.502319
	Iteration 134Q: 3 clusters Score -241673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -241674.734375 Penalty: 766.502319
	Iteration 135Q: 3 clusters Score -241674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -241676.250000 Penalty: 766.502319
	Iteration 136Q: 3 clusters Score -241676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -241676.875000 Penalty: 766.502319
	Iteration 137Q: 3 clusters Score -241676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -241677.312500 Penalty: 766.502319
	Iteration 138Q: 3 clusters Score -241677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -241677.468750 Penalty: 766.502319
	Iteration 139Q: 3 clusters Score -241677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -241677.859375 Penalty: 766.502319
	Iteration 140F: 3 clusters Score -241677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -241678.406250 Penalty: 766.502319
	Iteration 141Q: 3 clusters Score -241678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -241678.406250 Penalty: 766.502319
	Iteration 142F: 3 clusters Score -241678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35807.027344 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35807.03 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35974.226562 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35974.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36028.816406 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36028.82 nChanged 59
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: -36079.761719 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36079.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36109.734375 Penalty: 605.527893
	Iteration 4F: 3 clusters Score -36109.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36126.136719 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36126.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36145.500000 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36145.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36158.960938 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36158.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36170.906250 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36170.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36183.523438 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36183.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36198.406250 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36198.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36211.558594 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36211.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36226.296875 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36226.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36238.632812 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36238.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36250.011719 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36250.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36268.480469 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36268.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36270.992188 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36270.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36273.914062 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36273.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36278.308594 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36278.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36280.078125 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36280.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36281.246094 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36281.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36282.003906 Penalty: 605.527893
	Iteration 21Q: 3 clusters Score -36282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36283.496094 Penalty: 605.527893
	Iteration 22Q: 3 clusters Score -36283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36284.093750 Penalty: 605.527893
	Iteration 23Q: 3 clusters Score -36284.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36284.093750 Penalty: 605.527893
	Iteration 24F: 3 clusters Score -36284.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -216976.640625 Penalty: 381.394196
	Iteration 0F: 2 clusters Score -216976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -214037.125000 Penalty: 762.788391
	Iteration 0F: 3 clusters Score -214037.1 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -215160.203125 Penalty: 762.788391
	Iteration 1F: 3 clusters Score -215160.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -215291.859375 Penalty: 762.788391
	Iteration 2F: 3 clusters Score -215291.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -215437.484375 Penalty: 762.788391
	Iteration 3F: 3 clusters Score -215437.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215593.796875 Penalty: 762.788391
	Iteration 4F: 3 clusters Score -215593.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215774.343750 Penalty: 762.788391
	Iteration 5F: 3 clusters Score -215774.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215976.187500 Penalty: 762.788391
	Iteration 6F: 3 clusters Score -215976.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -216143.359375 Penalty: 762.788391
	Iteration 7Q: 3 clusters Score -216143.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216303.890625 Penalty: 762.788391
	Iteration 8Q: 3 clusters Score -216303.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -216399.359375 Penalty: 762.788391
	Iteration 9Q: 3 clusters Score -216399.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -216453.578125 Penalty: 762.788391
	Iteration 10Q: 3 clusters Score -216453.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -216484.750000 Penalty: 762.788391
	Iteration 11Q: 3 clusters Score -216484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -216506.515625 Penalty: 762.788391
	Iteration 12Q: 3 clusters Score -216506.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -216526.843750 Penalty: 762.788391
	Iteration 13Q: 3 clusters Score -216526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -216544.203125 Penalty: 762.788391
	Iteration 14Q: 3 clusters Score -216544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -216560.843750 Penalty: 762.788391
	Iteration 15Q: 3 clusters Score -216560.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -216578.000000 Penalty: 762.788391
	Iteration 16Q: 3 clusters Score -216578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -216592.281250 Penalty: 762.788391
	Iteration 17Q: 3 clusters Score -216592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -216603.171875 Penalty: 762.788391
	Iteration 18Q: 3 clusters Score -216603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -216609.562500 Penalty: 762.788391
	Iteration 19Q: 3 clusters Score -216609.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -216616.375000 Penalty: 762.788391
	Iteration 20F: 3 clusters Score -216616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -216621.843750 Penalty: 762.788391
	Iteration 21Q: 3 clusters Score -216621.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -216625.875000 Penalty: 762.788391
	Iteration 22Q: 3 clusters Score -216625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -216629.390625 Penalty: 762.788391
	Iteration 23Q: 3 clusters Score -216629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -216636.484375 Penalty: 762.788391
	Iteration 24Q: 3 clusters Score -216636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -216638.921875 Penalty: 762.788391
	Iteration 25Q: 3 clusters Score -216638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -216640.812500 Penalty: 762.788391
	Iteration 26Q: 3 clusters Score -216640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -216642.671875 Penalty: 762.788391
	Iteration 27Q: 3 clusters Score -216642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -216643.765625 Penalty: 762.788391
	Iteration 28Q: 3 clusters Score -216643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -216643.937500 Penalty: 762.788391
	Iteration 29Q: 3 clusters Score -216643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -216645.359375 Penalty: 762.788391
	Iteration 30Q: 3 clusters Score -216645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -216646.500000 Penalty: 762.788391
	Iteration 31Q: 3 clusters Score -216646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -216647.718750 Penalty: 762.788391
	Iteration 32Q: 3 clusters Score -216647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -216648.937500 Penalty: 762.788391
	Iteration 33Q: 3 clusters Score -216648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -216651.031250 Penalty: 762.788391
	Iteration 34Q: 3 clusters Score -216651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -216652.953125 Penalty: 762.788391
	Iteration 35Q: 3 clusters Score -216653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -216655.062500 Penalty: 762.788391
	Iteration 36Q: 3 clusters Score -216655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -216655.437500 Penalty: 762.788391
	Iteration 37Q: 3 clusters Score -216655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -216656.109375 Penalty: 762.788391
	Iteration 38Q: 3 clusters Score -216656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -216658.046875 Penalty: 762.788391
	Iteration 39Q: 3 clusters Score -216658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -216660.453125 Penalty: 762.788391
	Iteration 40F: 3 clusters Score -216660.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -216663.234375 Penalty: 762.788391
	Iteration 41Q: 3 clusters Score -216663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -216663.234375 Penalty: 762.788391
	Iteration 42F: 3 clusters Score -216663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6141.452637 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -6141.453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5892.375488 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5892.375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5936.425293 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5936.425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5948.890625 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5948.891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5956.284668 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5956.285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5956.903320 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5956.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5956.903320 Penalty: 451.618896
	Iteration 5F: 3 clusters Score -5956.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (321246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321246 members 
Entering Unmasked Estep 
Score: -15678677.000000 Penalty: 576.938293
	Iteration 0F: 2 clusters Score -1.567868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -15481043.000000 Penalty: 1153.876587
	Iteration 0F: 3 clusters Score -1.548104e+07 nChanged 158691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -15582001.000000 Penalty: 1153.876587
	Iteration 1F: 3 clusters Score -1.5582e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -15589069.000000 Penalty: 1153.876587
	Iteration 2Q: 3 clusters Score -1.558907e+07 nChanged 17783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139605 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -15600085.000000 Penalty: 1153.876587
	Iteration 3F: 3 clusters Score -1.560008e+07 nChanged 20751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132486 members 
Mstep: Class 2 contains 188760 members 
Entering Unmasked Estep 
Score: -15615453.000000 Penalty: 1153.876587
	Iteration 4F: 3 clusters Score -1.561545e+07 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 194372 members 
Entering Unmasked Estep 
Score: -15632260.000000 Penalty: 1153.876587
	Iteration 5F: 3 clusters Score -1.563226e+07 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 197942 members 
Entering Unmasked Estep 
Score: -15642651.000000 Penalty: 1153.876587
	Iteration 6F: 3 clusters Score -1.564265e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
Score: -15645883.000000 Penalty: 1153.876587
	Iteration 7Q: 3 clusters Score -1.564588e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 204032 members 
Entering Unmasked Estep 
Score: -15646905.000000 Penalty: 1153.876587
	Iteration 8Q: 3 clusters Score -1.56469e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 207350 members 
Entering Unmasked Estep 
Score: -15647660.000000 Penalty: 1153.876587
	Iteration 9Q: 3 clusters Score -1.564766e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 210806 members 
Entering Unmasked Estep 
Score: -15648280.000000 Penalty: 1153.876587
	Iteration 10Q: 3 clusters Score -1.564828e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106800 members 
Mstep: Class 2 contains 214446 members 
Entering Unmasked Estep 
Score: -15648978.000000 Penalty: 1153.876587
	Iteration 11Q: 3 clusters Score -1.564898e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102991 members 
Mstep: Class 2 contains 218255 members 
Entering Unmasked Estep 
Score: -15649661.000000 Penalty: 1153.876587
	Iteration 12Q: 3 clusters Score -1.564966e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 222272 members 
Entering Unmasked Estep 
Score: -15650545.000000 Penalty: 1153.876587
	Iteration 13Q: 3 clusters Score -1.565054e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 226429 members 
Entering Unmasked Estep 
Score: -15651360.000000 Penalty: 1153.876587
	Iteration 14Q: 3 clusters Score -1.565136e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 230719 members 
Entering Unmasked Estep 
Score: -15652269.000000 Penalty: 1153.876587
	Iteration 15Q: 3 clusters Score -1.565227e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 235207 members 
Entering Unmasked Estep 
Score: -15653274.000000 Penalty: 1153.876587
	Iteration 16Q: 3 clusters Score -1.565327e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 239728 members 
Entering Unmasked Estep 
Score: -15654079.000000 Penalty: 1153.876587
	Iteration 17Q: 3 clusters Score -1.565408e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 244464 members 
Entering Unmasked Estep 
Score: -15655205.000000 Penalty: 1153.876587
	Iteration 18Q: 3 clusters Score -1.56552e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 249373 members 
Entering Unmasked Estep 
Score: -15656571.000000 Penalty: 1153.876587
	Iteration 19Q: 3 clusters Score -1.565657e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 254260 members 
Entering Unmasked Estep 
Score: -15657666.000000 Penalty: 1153.876587
	Iteration 20F: 3 clusters Score -1.565767e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 259107 members 
Entering Unmasked Estep 
Score: -15658491.000000 Penalty: 1153.876587
	Iteration 21Q: 3 clusters Score -1.565849e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 263663 members 
Entering Unmasked Estep 
Score: -15659272.000000 Penalty: 1153.876587
	Iteration 22Q: 3 clusters Score -1.565927e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 267998 members 
Entering Unmasked Estep 
Score: -15660038.000000 Penalty: 1153.876587
	Iteration 23Q: 3 clusters Score -1.566004e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 272080 members 
Entering Unmasked Estep 
Score: -15660712.000000 Penalty: 1153.876587
	Iteration 24Q: 3 clusters Score -1.566071e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 275974 members 
Entering Unmasked Estep 
Score: -15661591.000000 Penalty: 1153.876587
	Iteration 25Q: 3 clusters Score -1.566159e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 279763 members 
Entering Unmasked Estep 
Score: -15662618.000000 Penalty: 1153.876587
	Iteration 26Q: 3 clusters Score -1.566262e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 283418 members 
Entering Unmasked Estep 
Score: -15663562.000000 Penalty: 1153.876587
	Iteration 27Q: 3 clusters Score -1.566356e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 286907 members 
Entering Unmasked Estep 
Score: -15664395.000000 Penalty: 1153.876587
	Iteration 28Q: 3 clusters Score -1.56644e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 290088 members 
Entering Unmasked Estep 
Score: -15665223.000000 Penalty: 1153.876587
	Iteration 29Q: 3 clusters Score -1.566522e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 293144 members 
Entering Unmasked Estep 
Score: -15666123.000000 Penalty: 1153.876587
	Iteration 30Q: 3 clusters Score -1.566612e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 295993 members 
Entering Unmasked Estep 
Score: -15666885.000000 Penalty: 1153.876587
	Iteration 31Q: 3 clusters Score -1.566688e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 298645 members 
Entering Unmasked Estep 
Score: -15667824.000000 Penalty: 1153.876587
	Iteration 32Q: 3 clusters Score -1.566782e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 301156 members 
Entering Unmasked Estep 
Score: -15668767.000000 Penalty: 1153.876587
	Iteration 33Q: 3 clusters Score -1.566877e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 303516 members 
Entering Unmasked Estep 
Score: -15669609.000000 Penalty: 1153.876587
	Iteration 34Q: 3 clusters Score -1.566961e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 305603 members 
Entering Unmasked Estep 
Score: -15670303.000000 Penalty: 1153.876587
	Iteration 35Q: 3 clusters Score -1.56703e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 307509 members 
Entering Unmasked Estep 
Score: -15671040.000000 Penalty: 1153.876587
	Iteration 36Q: 3 clusters Score -1.567104e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 309226 members 
Entering Unmasked Estep 
Score: -15671805.000000 Penalty: 1153.876587
	Iteration 37Q: 3 clusters Score -1.56718e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 310773 members 
Entering Unmasked Estep 
Score: -15672541.000000 Penalty: 1153.876587
	Iteration 38Q: 3 clusters Score -1.567254e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 312186 members 
Entering Unmasked Estep 
Score: -15673293.000000 Penalty: 1153.876587
	Iteration 39Q: 3 clusters Score -1.567329e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 313442 members 
Entering Unmasked Estep 
Score: -15673878.000000 Penalty: 1153.876587
	Iteration 40F: 3 clusters Score -1.567388e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 314649 members 
Entering Unmasked Estep 
Score: -15674555.000000 Penalty: 1153.876587
	Iteration 41Q: 3 clusters Score -1.567456e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 315669 members 
Entering Unmasked Estep 
Score: -15675052.000000 Penalty: 1153.876587
	Iteration 42Q: 3 clusters Score -1.567505e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 316557 members 
Entering Unmasked Estep 
Score: -15675563.000000 Penalty: 1153.876587
	Iteration 43Q: 3 clusters Score -1.567556e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 317333 members 
Entering Unmasked Estep 
Score: -15676046.000000 Penalty: 1153.876587
	Iteration 44Q: 3 clusters Score -1.567605e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 317968 members 
Entering Unmasked Estep 
Score: -15676484.000000 Penalty: 1153.876587
	Iteration 45Q: 3 clusters Score -1.567648e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 318518 members 
Entering Unmasked Estep 
Score: -15676762.000000 Penalty: 1153.876587
	Iteration 46Q: 3 clusters Score -1.567676e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 318959 members 
Entering Unmasked Estep 
Score: -15677088.000000 Penalty: 1153.876587
	Iteration 47Q: 3 clusters Score -1.567709e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 319348 members 
Entering Unmasked Estep 
Score: -15677292.000000 Penalty: 1153.876587
	Iteration 48Q: 3 clusters Score -1.567729e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 319616 members 
Entering Unmasked Estep 
Score: -15677491.000000 Penalty: 1153.876587
	Iteration 49Q: 3 clusters Score -1.567749e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 319838 members 
Entering Unmasked Estep 
Score: -15677656.000000 Penalty: 1153.876587
	Iteration 50Q: 3 clusters Score -1.567766e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 320006 members 
Entering Unmasked Estep 
Score: -15677713.000000 Penalty: 1153.876587
	Iteration 51Q: 3 clusters Score -1.567771e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 320162 members 
Entering Unmasked Estep 
Score: -15677821.000000 Penalty: 1153.876587
	Iteration 52Q: 3 clusters Score -1.567782e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 320281 members 
Entering Unmasked Estep 
Score: -15677894.000000 Penalty: 1153.876587
	Iteration 53Q: 3 clusters Score -1.567789e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 320372 members 
Entering Unmasked Estep 
Score: -15677926.000000 Penalty: 1153.876587
	Iteration 54Q: 3 clusters Score -1.567793e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 320434 members 
Entering Unmasked Estep 
Score: -15677946.000000 Penalty: 1153.876587
	Iteration 55Q: 3 clusters Score -1.567795e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 320483 members 
Entering Unmasked Estep 
Score: -15677969.000000 Penalty: 1153.876587
	Iteration 56Q: 3 clusters Score -1.567797e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 320530 members 
Entering Unmasked Estep 
Score: -15678018.000000 Penalty: 1153.876587
	Iteration 57Q: 3 clusters Score -1.567802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 320568 members 
Entering Unmasked Estep 
Score: -15678059.000000 Penalty: 1153.876587
	Iteration 58Q: 3 clusters Score -1.567806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 320609 members 
Entering Unmasked Estep 
Score: -15678074.000000 Penalty: 1153.876587
	Iteration 59Q: 3 clusters Score -1.567807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 320638 members 
Entering Unmasked Estep 
Score: -15678109.000000 Penalty: 1153.876587
	Iteration 60F: 3 clusters Score -1.567811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 320665 members 
Entering Unmasked Estep 
Score: -15678119.000000 Penalty: 1153.876587
	Iteration 61Q: 3 clusters Score -1.567812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 320679 members 
Entering Unmasked Estep 
Score: -15678149.000000 Penalty: 1153.876587
	Iteration 62Q: 3 clusters Score -1.567815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 320691 members 
Entering Unmasked Estep 
Score: -15678155.000000 Penalty: 1153.876587
	Iteration 63Q: 3 clusters Score -1.567816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 320705 members 
Entering Unmasked Estep 
Score: -15678168.000000 Penalty: 1153.876587
	Iteration 64Q: 3 clusters Score -1.567817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 320715 members 
Entering Unmasked Estep 
Score: -15678196.000000 Penalty: 1153.876587
	Iteration 65Q: 3 clusters Score -1.56782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 320723 members 
Entering Unmasked Estep 
Score: -15678193.000000 Penalty: 1153.876587
	Iteration 66Q: 3 clusters Score -1.567819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 320731 members 
Entering Unmasked Estep 
Score: -15678203.000000 Penalty: 1153.876587
	Iteration 67Q: 3 clusters Score -1.56782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 320741 members 
Entering Unmasked Estep 
Score: -15678201.000000 Penalty: 1153.876587
	Iteration 68Q: 3 clusters Score -1.56782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 320755 members 
Entering Unmasked Estep 
Score: -15678216.000000 Penalty: 1153.876587
	Iteration 69Q: 3 clusters Score -1.567822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 320765 members 
Entering Unmasked Estep 
Score: -15678235.000000 Penalty: 1153.876587
	Iteration 70Q: 3 clusters Score -1.567824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 320771 members 
Entering Unmasked Estep 
Score: -15678243.000000 Penalty: 1153.876587
	Iteration 71Q: 3 clusters Score -1.567824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320776 members 
Entering Unmasked Estep 
Score: -15678249.000000 Penalty: 1153.876587
	Iteration 72Q: 3 clusters Score -1.567825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320782 members 
Entering Unmasked Estep 
Score: -15678249.000000 Penalty: 1153.876587
	Iteration 73Q: 3 clusters Score -1.567825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320782 members 
Entering Unmasked Estep 
Score: -15678259.000000 Penalty: 1153.876587
	Iteration 74Q: 3 clusters Score -1.567826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320782 members 
Entering Unmasked Estep 
Score: -15678262.000000 Penalty: 1153.876587
	Iteration 75Q: 3 clusters Score -1.567826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 320780 members 
Entering Unmasked Estep 
Score: -15678255.000000 Penalty: 1153.876587
	Iteration 76Q: 3 clusters Score -1.567826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 320779 members 
Entering Unmasked Estep 
Score: -15678264.000000 Penalty: 1153.876587
	Iteration 77Q: 3 clusters Score -1.567826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 320778 members 
Entering Unmasked Estep 
Score: -15678259.000000 Penalty: 1153.876587
	Iteration 78Q: 3 clusters Score -1.567826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 320778 members 
Entering Unmasked Estep 
Score: -15678259.000000 Penalty: 1153.876587
	Iteration 79F: 3 clusters Score -1.567826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Entering Unmasked Estep 
Score: -83551.828125 Penalty: 339.972900
	Iteration 0F: 2 clusters Score -83551.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -82272.601562 Penalty: 679.945801
	Iteration 0F: 3 clusters Score -82272.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -82654.460938 Penalty: 679.945801
	Iteration 1F: 3 clusters Score -82654.46 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -82769.148438 Penalty: 679.945801
	Iteration 2F: 3 clusters Score -82769.15 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -82861.093750 Penalty: 679.945801
	Iteration 3F: 3 clusters Score -82861.09 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -82948.898438 Penalty: 679.945801
	Iteration 4F: 3 clusters Score -82948.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -83012.562500 Penalty: 679.945801
	Iteration 5Q: 3 clusters Score -83012.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -83072.234375 Penalty: 679.945801
	Iteration 6Q: 3 clusters Score -83072.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -83125.578125 Penalty: 679.945801
	Iteration 7Q: 3 clusters Score -83125.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -83158.820312 Penalty: 679.945801
	Iteration 8Q: 3 clusters Score -83158.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -83191.335938 Penalty: 679.945801
	Iteration 9Q: 3 clusters Score -83191.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -83217.710938 Penalty: 679.945801
	Iteration 10Q: 3 clusters Score -83217.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -83237.601562 Penalty: 679.945801
	Iteration 11Q: 3 clusters Score -83237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -83249.929688 Penalty: 679.945801
	Iteration 12Q: 3 clusters Score -83249.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -83258.585938 Penalty: 679.945801
	Iteration 13Q: 3 clusters Score -83258.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -83262.757812 Penalty: 679.945801
	Iteration 14Q: 3 clusters Score -83262.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -83266.054688 Penalty: 679.945801
	Iteration 15Q: 3 clusters Score -83266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -83270.132812 Penalty: 679.945801
	Iteration 16Q: 3 clusters Score -83270.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -83270.710938 Penalty: 679.945801
	Iteration 17Q: 3 clusters Score -83270.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -83270.710938 Penalty: 679.945801
	Iteration 18F: 3 clusters Score -83270.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -2604.915771 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -2604.916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2447.968506 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -2447.969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2466.504395 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -2466.504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2467.789551 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -2467.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2477.164307 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -2477.164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2478.630859 Penalty: 386.613068
	Iteration 4Q: 3 clusters Score -2478.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2478.630859 Penalty: 386.613068
	Iteration 5F: 3 clusters Score -2478.631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5375.162598 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5375.163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5423.942383 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5423.942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5431.951660 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5431.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5431.951660 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -5431.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10837.271484 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10837.27 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10911.294922 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10911.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10933.585938 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10933.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10945.577148 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10945.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10950.702148 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10953.281250 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10953.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10953.281250 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -10953.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -27733.550781 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -27733.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27190.564453 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -27190.56 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -27349.427734 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -27349.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27398.402344 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -27398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27430.128906 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -27430.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27454.257812 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -27454.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -27496.226562 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -27496.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27534.177734 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -27534.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27569.515625 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -27569.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27600.599609 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -27600.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -27626.833984 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -27626.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27666.087891 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -27666.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27701.726562 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -27701.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27747.210938 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -27747.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27773.398438 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -27773.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -27796.021484 Penalty: 582.120605
	Iteration 14Q: 3 clusters Score -27796.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27814.267578 Penalty: 582.120605
	Iteration 15Q: 3 clusters Score -27814.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27821.472656 Penalty: 582.120605
	Iteration 16Q: 3 clusters Score -27821.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -27824.529297 Penalty: 582.120605
	Iteration 17Q: 3 clusters Score -27824.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -27824.529297 Penalty: 582.120605
	Iteration 18F: 3 clusters Score -27824.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 87052 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321246 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 211 members 
Mstep: Class 19 contains 54634 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 11492 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 389 members 
Entering Unmasked Estep 
Score: -25299132.000000 Penalty: 14994.331055
Splitting cluster 18 changes total score from -25299400.000000 to -25299132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (54634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Entering Unmasked Estep 
Score: -2655830.250000 Penalty: 496.332733
	Iteration 0F: 2 clusters Score -2655830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -2619057.750000 Penalty: 992.665466
	Iteration 0F: 3 clusters Score -2619058 nChanged 26529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2635136.750000 Penalty: 992.665466
	Iteration 1F: 3 clusters Score -2635137 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2636279.250000 Penalty: 992.665466
	Iteration 2Q: 3 clusters Score -2636279 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2638189.500000 Penalty: 992.665466
	Iteration 3F: 3 clusters Score -2638190 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2641170.000000 Penalty: 992.665466
	Iteration 4F: 3 clusters Score -2641170 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2644781.750000 Penalty: 992.665466
	Iteration 5F: 3 clusters Score -2644782 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2647606.250000 Penalty: 992.665466
	Iteration 6F: 3 clusters Score -2647606 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2649188.000000 Penalty: 992.665466
	Iteration 7Q: 3 clusters Score -2649188 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2650055.500000 Penalty: 992.665466
	Iteration 8Q: 3 clusters Score -2650056 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2650748.250000 Penalty: 992.665466
	Iteration 9Q: 3 clusters Score -2650748 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2651397.250000 Penalty: 992.665466
	Iteration 10Q: 3 clusters Score -2651397 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2652017.250000 Penalty: 992.665466
	Iteration 11Q: 3 clusters Score -2652017 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2652716.750000 Penalty: 992.665466
	Iteration 12Q: 3 clusters Score -2652717 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2653419.750000 Penalty: 992.665466
	Iteration 13Q: 3 clusters Score -2653420 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2654080.500000 Penalty: 992.665466
	Iteration 14Q: 3 clusters Score -2654080 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2654598.250000 Penalty: 992.665466
	Iteration 15Q: 3 clusters Score -2654598 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2654926.250000 Penalty: 992.665466
	Iteration 16Q: 3 clusters Score -2654926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2655122.250000 Penalty: 992.665466
	Iteration 17Q: 3 clusters Score -2655122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2655240.750000 Penalty: 992.665466
	Iteration 18Q: 3 clusters Score -2655241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2655305.250000 Penalty: 992.665466
	Iteration 19Q: 3 clusters Score -2655305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2655337.500000 Penalty: 992.665466
	Iteration 20F: 3 clusters Score -2655338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2655352.250000 Penalty: 992.665466
	Iteration 21Q: 3 clusters Score -2655352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2655370.500000 Penalty: 992.665466
	Iteration 22Q: 3 clusters Score -2655370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2655376.250000 Penalty: 992.665466
	Iteration 23Q: 3 clusters Score -2655376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2655376.250000 Penalty: 992.665466
	Iteration 24F: 3 clusters Score -2655376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -28634.990234 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -28634.99 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 316 members 
Entering Unmasked Estep 
Score: -28069.183594 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -28069.18 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28207.210938 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -28207.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28242.671875 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -28242.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28275.349609 Penalty: 584.663086
	Iteration 3F: 3 clusters Score -28275.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28295.919922 Penalty: 584.663086
	Iteration 4Q: 3 clusters Score -28295.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28310.953125 Penalty: 584.663086
	Iteration 5Q: 3 clusters Score -28310.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28317.910156 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -28317.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28330.468750 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -28330.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28333.056641 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -28333.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28333.564453 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -28333.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28335.306641 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -28335.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28335.996094 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -28336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28336.564453 Penalty: 584.663086
	Iteration 12Q: 3 clusters Score -28336.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28338.423828 Penalty: 584.663086
	Iteration 13Q: 3 clusters Score -28338.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -28340.261719 Penalty: 584.663086
	Iteration 14Q: 3 clusters Score -28340.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28342.330078 Penalty: 584.663086
	Iteration 15Q: 3 clusters Score -28342.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -28346.652344 Penalty: 584.663086
	Iteration 16Q: 3 clusters Score -28346.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28348.742188 Penalty: 584.663086
	Iteration 17Q: 3 clusters Score -28348.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28351.394531 Penalty: 584.663086
	Iteration 18Q: 3 clusters Score -28351.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28351.929688 Penalty: 584.663086
	Iteration 19Q: 3 clusters Score -28351.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -28353.041016 Penalty: 584.663086
	Iteration 20F: 3 clusters Score -28353.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -28354.294922 Penalty: 584.663086
	Iteration 21Q: 3 clusters Score -28354.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -28355.027344 Penalty: 584.663086
	Iteration 22Q: 3 clusters Score -28355.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -28355.027344 Penalty: 584.663086
	Iteration 23F: 3 clusters Score -28355.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -75912.421875 Penalty: 340.076324
	Iteration 0F: 2 clusters Score -75912.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -74632.765625 Penalty: 680.152649
	Iteration 0F: 3 clusters Score -74632.77 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -75090.460938 Penalty: 680.152649
	Iteration 1F: 3 clusters Score -75090.46 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -75163.843750 Penalty: 680.152649
	Iteration 2F: 3 clusters Score -75163.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -75232.562500 Penalty: 680.152649
	Iteration 3F: 3 clusters Score -75232.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -75290.117188 Penalty: 680.152649
	Iteration 4Q: 3 clusters Score -75290.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -75335.187500 Penalty: 680.152649
	Iteration 5Q: 3 clusters Score -75335.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -75395.945312 Penalty: 680.152649
	Iteration 6Q: 3 clusters Score -75395.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -75433.046875 Penalty: 680.152649
	Iteration 7Q: 3 clusters Score -75433.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -75468.031250 Penalty: 680.152649
	Iteration 8Q: 3 clusters Score -75468.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -75501.390625 Penalty: 680.152649
	Iteration 9Q: 3 clusters Score -75501.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -75520.304688 Penalty: 680.152649
	Iteration 10Q: 3 clusters Score -75520.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -75540.421875 Penalty: 680.152649
	Iteration 11Q: 3 clusters Score -75540.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -75556.062500 Penalty: 680.152649
	Iteration 12Q: 3 clusters Score -75556.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -75567.500000 Penalty: 680.152649
	Iteration 13Q: 3 clusters Score -75567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -75571.421875 Penalty: 680.152649
	Iteration 14Q: 3 clusters Score -75571.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -75573.718750 Penalty: 680.152649
	Iteration 15Q: 3 clusters Score -75573.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -75576.812500 Penalty: 680.152649
	Iteration 16Q: 3 clusters Score -75576.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -75581.250000 Penalty: 680.152649
	Iteration 17Q: 3 clusters Score -75581.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -75587.085938 Penalty: 680.152649
	Iteration 18Q: 3 clusters Score -75587.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -75591.257812 Penalty: 680.152649
	Iteration 19Q: 3 clusters Score -75591.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -75597.625000 Penalty: 680.152649
	Iteration 20F: 3 clusters Score -75597.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -75601.671875 Penalty: 680.152649
	Iteration 21Q: 3 clusters Score -75601.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -75606.453125 Penalty: 680.152649
	Iteration 22Q: 3 clusters Score -75606.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -75610.617188 Penalty: 680.152649
	Iteration 23Q: 3 clusters Score -75610.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -75613.343750 Penalty: 680.152649
	Iteration 24Q: 3 clusters Score -75613.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -75614.156250 Penalty: 680.152649
	Iteration 25Q: 3 clusters Score -75614.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -75616.125000 Penalty: 680.152649
	Iteration 26Q: 3 clusters Score -75616.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -75616.875000 Penalty: 680.152649
	Iteration 27Q: 3 clusters Score -75616.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -75618.265625 Penalty: 680.152649
	Iteration 28Q: 3 clusters Score -75618.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -75618.828125 Penalty: 680.152649
	Iteration 29Q: 3 clusters Score -75618.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -75619.242188 Penalty: 680.152649
	Iteration 30Q: 3 clusters Score -75619.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -75619.492188 Penalty: 680.152649
	Iteration 31Q: 3 clusters Score -75619.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -75619.695312 Penalty: 680.152649
	Iteration 32Q: 3 clusters Score -75619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -75620.125000 Penalty: 680.152649
	Iteration 33Q: 3 clusters Score -75620.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -75620.437500 Penalty: 680.152649
	Iteration 34Q: 3 clusters Score -75620.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -75620.687500 Penalty: 680.152649
	Iteration 35Q: 3 clusters Score -75620.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -75620.687500 Penalty: 680.152649
	Iteration 36F: 3 clusters Score -75620.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Entering Unmasked Estep 
Score: -607969.687500 Penalty: 425.397980
	Iteration 0F: 2 clusters Score -607969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -600262.687500 Penalty: 850.795959
	Iteration 0F: 3 clusters Score -600262.7 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -603548.250000 Penalty: 850.795959
	Iteration 1F: 3 clusters Score -603548.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -603875.812500 Penalty: 850.795959
	Iteration 2F: 3 clusters Score -603875.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -604387.812500 Penalty: 850.795959
	Iteration 3F: 3 clusters Score -604387.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -605025.500000 Penalty: 850.795959
	Iteration 4F: 3 clusters Score -605025.5 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -605576.937500 Penalty: 850.795959
	Iteration 5F: 3 clusters Score -605576.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -605833.937500 Penalty: 850.795959
	Iteration 6Q: 3 clusters Score -605833.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -605951.625000 Penalty: 850.795959
	Iteration 7Q: 3 clusters Score -605951.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -606026.875000 Penalty: 850.795959
	Iteration 8Q: 3 clusters Score -606026.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -606094.312500 Penalty: 850.795959
	Iteration 9Q: 3 clusters Score -606094.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -606165.062500 Penalty: 850.795959
	Iteration 10Q: 3 clusters Score -606165.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -606236.125000 Penalty: 850.795959
	Iteration 11Q: 3 clusters Score -606236.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -606296.875000 Penalty: 850.795959
	Iteration 12Q: 3 clusters Score -606296.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -606348.750000 Penalty: 850.795959
	Iteration 13Q: 3 clusters Score -606348.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -606393.500000 Penalty: 850.795959
	Iteration 14Q: 3 clusters Score -606393.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -606423.000000 Penalty: 850.795959
	Iteration 15Q: 3 clusters Score -606423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -606451.750000 Penalty: 850.795959
	Iteration 16Q: 3 clusters Score -606451.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -606467.812500 Penalty: 850.795959
	Iteration 17Q: 3 clusters Score -606467.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -606489.000000 Penalty: 850.795959
	Iteration 18Q: 3 clusters Score -606489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -606511.062500 Penalty: 850.795959
	Iteration 19Q: 3 clusters Score -606511.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -606529.687500 Penalty: 850.795959
	Iteration 20F: 3 clusters Score -606529.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -606545.000000 Penalty: 850.795959
	Iteration 21Q: 3 clusters Score -606545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -606557.750000 Penalty: 850.795959
	Iteration 22Q: 3 clusters Score -606557.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -606574.187500 Penalty: 850.795959
	Iteration 23Q: 3 clusters Score -606574.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -606591.125000 Penalty: 850.795959
	Iteration 24Q: 3 clusters Score -606591.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -606612.562500 Penalty: 850.795959
	Iteration 25Q: 3 clusters Score -606612.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -606637.812500 Penalty: 850.795959
	Iteration 26Q: 3 clusters Score -606637.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -606658.437500 Penalty: 850.795959
	Iteration 27Q: 3 clusters Score -606658.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -606674.625000 Penalty: 850.795959
	Iteration 28Q: 3 clusters Score -606674.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -606689.812500 Penalty: 850.795959
	Iteration 29Q: 3 clusters Score -606689.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -606700.000000 Penalty: 850.795959
	Iteration 30Q: 3 clusters Score -606700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -606711.062500 Penalty: 850.795959
	Iteration 31Q: 3 clusters Score -606711.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -606717.187500 Penalty: 850.795959
	Iteration 32Q: 3 clusters Score -606717.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -606724.437500 Penalty: 850.795959
	Iteration 33Q: 3 clusters Score -606724.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -606729.125000 Penalty: 850.795959
	Iteration 34Q: 3 clusters Score -606729.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -606734.250000 Penalty: 850.795959
	Iteration 35Q: 3 clusters Score -606734.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -606738.625000 Penalty: 850.795959
	Iteration 36Q: 3 clusters Score -606738.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -606747.187500 Penalty: 850.795959
	Iteration 37Q: 3 clusters Score -606747.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -606753.250000 Penalty: 850.795959
	Iteration 38Q: 3 clusters Score -606753.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -606760.937500 Penalty: 850.795959
	Iteration 39Q: 3 clusters Score -606760.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -606767.812500 Penalty: 850.795959
	Iteration 40F: 3 clusters Score -606767.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -606775.187500 Penalty: 850.795959
	Iteration 41Q: 3 clusters Score -606775.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -606785.125000 Penalty: 850.795959
	Iteration 42Q: 3 clusters Score -606785.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -606803.437500 Penalty: 850.795959
	Iteration 43Q: 3 clusters Score -606803.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -606815.437500 Penalty: 850.795959
	Iteration 44Q: 3 clusters Score -606815.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -606827.062500 Penalty: 850.795959
	Iteration 45Q: 3 clusters Score -606827.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -606838.062500 Penalty: 850.795959
	Iteration 46Q: 3 clusters Score -606838.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -606845.312500 Penalty: 850.795959
	Iteration 47Q: 3 clusters Score -606845.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -606854.875000 Penalty: 850.795959
	Iteration 48Q: 3 clusters Score -606854.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -606861.375000 Penalty: 850.795959
	Iteration 49Q: 3 clusters Score -606861.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -606868.500000 Penalty: 850.795959
	Iteration 50Q: 3 clusters Score -606868.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -606877.687500 Penalty: 850.795959
	Iteration 51Q: 3 clusters Score -606877.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -606884.875000 Penalty: 850.795959
	Iteration 52Q: 3 clusters Score -606884.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -606894.812500 Penalty: 850.795959
	Iteration 53Q: 3 clusters Score -606894.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -606910.250000 Penalty: 850.795959
	Iteration 54Q: 3 clusters Score -606910.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -606922.562500 Penalty: 850.795959
	Iteration 55Q: 3 clusters Score -606922.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -606932.875000 Penalty: 850.795959
	Iteration 56Q: 3 clusters Score -606932.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -606940.500000 Penalty: 850.795959
	Iteration 57Q: 3 clusters Score -606940.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -606950.687500 Penalty: 850.795959
	Iteration 58Q: 3 clusters Score -606950.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -606962.062500 Penalty: 850.795959
	Iteration 59Q: 3 clusters Score -606962.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -606973.375000 Penalty: 850.795959
	Iteration 60F: 3 clusters Score -606973.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -606994.625000 Penalty: 850.795959
	Iteration 61Q: 3 clusters Score -606994.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -607009.750000 Penalty: 850.795959
	Iteration 62Q: 3 clusters Score -607009.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -607028.062500 Penalty: 850.795959
	Iteration 63Q: 3 clusters Score -607028.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -607048.562500 Penalty: 850.795959
	Iteration 64Q: 3 clusters Score -607048.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -607069.000000 Penalty: 850.795959
	Iteration 65Q: 3 clusters Score -607069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -607082.687500 Penalty: 850.795959
	Iteration 66Q: 3 clusters Score -607082.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -607095.687500 Penalty: 850.795959
	Iteration 67Q: 3 clusters Score -607095.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -607113.250000 Penalty: 850.795959
	Iteration 68Q: 3 clusters Score -607113.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -607125.937500 Penalty: 850.795959
	Iteration 69Q: 3 clusters Score -607125.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -607143.687500 Penalty: 850.795959
	Iteration 70Q: 3 clusters Score -607143.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -607167.625000 Penalty: 850.795959
	Iteration 71Q: 3 clusters Score -607167.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -607191.562500 Penalty: 850.795959
	Iteration 72Q: 3 clusters Score -607191.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -607216.187500 Penalty: 850.795959
	Iteration 73Q: 3 clusters Score -607216.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -607234.875000 Penalty: 850.795959
	Iteration 74Q: 3 clusters Score -607234.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -607249.312500 Penalty: 850.795959
	Iteration 75Q: 3 clusters Score -607249.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -607260.062500 Penalty: 850.795959
	Iteration 76Q: 3 clusters Score -607260.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -607273.437500 Penalty: 850.795959
	Iteration 77Q: 3 clusters Score -607273.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -607286.687500 Penalty: 850.795959
	Iteration 78Q: 3 clusters Score -607286.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -607297.687500 Penalty: 850.795959
	Iteration 79Q: 3 clusters Score -607297.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -607307.812500 Penalty: 850.795959
	Iteration 80F: 3 clusters Score -607307.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -607318.000000 Penalty: 850.795959
	Iteration 81Q: 3 clusters Score -607318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -607324.187500 Penalty: 850.795959
	Iteration 82Q: 3 clusters Score -607324.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -607332.562500 Penalty: 850.795959
	Iteration 83Q: 3 clusters Score -607332.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -607345.687500 Penalty: 850.795959
	Iteration 84Q: 3 clusters Score -607345.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -607360.375000 Penalty: 850.795959
	Iteration 85Q: 3 clusters Score -607360.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -607373.375000 Penalty: 850.795959
	Iteration 86Q: 3 clusters Score -607373.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -607396.500000 Penalty: 850.795959
	Iteration 87Q: 3 clusters Score -607396.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -607423.000000 Penalty: 850.795959
	Iteration 88Q: 3 clusters Score -607423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -607452.875000 Penalty: 850.795959
	Iteration 89Q: 3 clusters Score -607452.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -607476.187500 Penalty: 850.795959
	Iteration 90Q: 3 clusters Score -607476.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -607495.562500 Penalty: 850.795959
	Iteration 91Q: 3 clusters Score -607495.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -607513.312500 Penalty: 850.795959
	Iteration 92Q: 3 clusters Score -607513.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -607529.875000 Penalty: 850.795959
	Iteration 93Q: 3 clusters Score -607529.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -607540.937500 Penalty: 850.795959
	Iteration 94Q: 3 clusters Score -607540.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -607553.562500 Penalty: 850.795959
	Iteration 95Q: 3 clusters Score -607553.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -607564.187500 Penalty: 850.795959
	Iteration 96Q: 3 clusters Score -607564.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -607577.125000 Penalty: 850.795959
	Iteration 97Q: 3 clusters Score -607577.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -607592.500000 Penalty: 850.795959
	Iteration 98Q: 3 clusters Score -607592.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -607610.625000 Penalty: 850.795959
	Iteration 99Q: 3 clusters Score -607610.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -607625.812500 Penalty: 850.795959
	Iteration 100F: 3 clusters Score -607625.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -607641.250000 Penalty: 850.795959
	Iteration 101Q: 3 clusters Score -607641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -607648.812500 Penalty: 850.795959
	Iteration 102Q: 3 clusters Score -607648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -607654.125000 Penalty: 850.795959
	Iteration 103Q: 3 clusters Score -607654.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -607656.812500 Penalty: 850.795959
	Iteration 104Q: 3 clusters Score -607656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -607659.937500 Penalty: 850.795959
	Iteration 105Q: 3 clusters Score -607659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -607662.125000 Penalty: 850.795959
	Iteration 106Q: 3 clusters Score -607662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -607664.687500 Penalty: 850.795959
	Iteration 107Q: 3 clusters Score -607664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -607666.375000 Penalty: 850.795959
	Iteration 108Q: 3 clusters Score -607666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -607668.812500 Penalty: 850.795959
	Iteration 109Q: 3 clusters Score -607668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -607669.500000 Penalty: 850.795959
	Iteration 110Q: 3 clusters Score -607669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -607670.625000 Penalty: 850.795959
	Iteration 111Q: 3 clusters Score -607670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -607671.750000 Penalty: 850.795959
	Iteration 112Q: 3 clusters Score -607671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -607673.312500 Penalty: 850.795959
	Iteration 113Q: 3 clusters Score -607673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -607674.937500 Penalty: 850.795959
	Iteration 114Q: 3 clusters Score -607674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -607675.250000 Penalty: 850.795959
	Iteration 115Q: 3 clusters Score -607675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -607676.500000 Penalty: 850.795959
	Iteration 116Q: 3 clusters Score -607676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -607677.437500 Penalty: 850.795959
	Iteration 117Q: 3 clusters Score -607677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -607678.250000 Penalty: 850.795959
	Iteration 118Q: 3 clusters Score -607678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -607678.062500 Penalty: 850.795959
	Iteration 119Q: 3 clusters Score -607678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -607679.562500 Penalty: 850.795959
	Iteration 120F: 3 clusters Score -607679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -607680.375000 Penalty: 850.795959
	Iteration 121Q: 3 clusters Score -607680.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -607680.375000 Penalty: 850.795959
	Iteration 122F: 3 clusters Score -607680.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6013.546387 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6013.546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6063.508789 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6063.509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6071.395996 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6071.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6073.598145 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6073.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6074.208496 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6074.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6074.208496 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6074.208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6001.312988 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6001.313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5924.620117 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5924.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6008.623535 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6008.624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6023.424316 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -6023.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6023.424316 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6023.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 87052 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321246 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54634 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 11492 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 104 members 
Mstep: Class 25 contains 28 members 
Entering Unmasked Estep 
Score: -25298988.000000 Penalty: 14994.331055
Splitting cluster 24 changes total score from -25299400.000000 to -25298988.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 87052 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 6288 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321246 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54634 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 11492 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299350.000000 Penalty: 14394.557617
Iteration 199Q: 25 clusters Score -2.529935e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 86970 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321420 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 70 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54523 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 1763 members 
Mstep: Class 22 contains 11550 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299392.000000 Penalty: 14394.557617
Iteration 200F: 25 clusters Score -2.529939e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 86897 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4556 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321591 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54399 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 11625 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299424.000000 Penalty: 14394.557617
Iteration 201Q: 25 clusters Score -2.529942e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 86824 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321759 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54274 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 11697 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299486.000000 Penalty: 14394.557617
Iteration 202Q: 25 clusters Score -2.529949e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6793 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 86746 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6274 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 321956 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 54126 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 11760 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299446.000000 Penalty: 14394.557617
Iteration 203Q: 25 clusters Score -2.529945e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 86664 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 6269 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 322164 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 53962 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1784 members 
Mstep: Class 22 contains 11827 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299508.000000 Penalty: 14394.557617
Iteration 204Q: 25 clusters Score -2.529951e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 6794 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 86589 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 6267 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 322357 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 53812 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1788 members 
Mstep: Class 22 contains 11893 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299524.000000 Penalty: 14394.557617
Iteration 205Q: 25 clusters Score -2.529952e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 86491 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 6264 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 322557 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 53674 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1793 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299558.000000 Penalty: 14394.557617
Iteration 206Q: 25 clusters Score -2.529956e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 6788 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 86386 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 322765 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 53546 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299526.000000 Penalty: 14394.557617
Iteration 207Q: 25 clusters Score -2.529953e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 86294 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 322973 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 53426 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 12083 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299562.000000 Penalty: 14394.557617
Iteration 208Q: 25 clusters Score -2.529956e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 86204 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 323156 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 53299 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1806 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299566.000000 Penalty: 14394.557617
Iteration 209Q: 25 clusters Score -2.529957e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 86117 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 323338 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 53185 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 12199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299474.000000 Penalty: 14394.557617
Iteration 210Q: 25 clusters Score -2.529947e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 86015 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 323539 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 53072 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1816 members 
Mstep: Class 22 contains 12250 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299470.000000 Penalty: 14394.557617
Iteration 211Q: 25 clusters Score -2.529947e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 85897 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 323740 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52969 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 12303 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299292.000000 Penalty: 14394.557617
Iteration 212Q: 25 clusters Score -2.529929e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 85799 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 323921 members 
Mstep: Class 14 contains 1779 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52855 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 12362 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299276.000000 Penalty: 14394.557617
Iteration 213Q: 25 clusters Score -2.529928e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 4 contains 85700 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 324126 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52706 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 12429 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299262.000000 Penalty: 14394.557617
Iteration 214Q: 25 clusters Score -2.529926e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 85600 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4317 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 324343 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52561 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 12490 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299198.000000 Penalty: 14394.557617
Iteration 215Q: 25 clusters Score -2.52992e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 85489 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 324571 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52418 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 12548 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299162.000000 Penalty: 14394.557617
Iteration 216Q: 25 clusters Score -2.529916e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 85386 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 324776 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 12606 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299234.000000 Penalty: 14394.557617
Iteration 217Q: 25 clusters Score -2.529923e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 85299 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4630 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 324956 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 52145 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 12673 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299228.000000 Penalty: 14394.557617
Iteration 218Q: 25 clusters Score -2.529923e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 85211 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6241 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325111 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 52038 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 12731 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299196.000000 Penalty: 14394.557617
Iteration 219Q: 25 clusters Score -2.52992e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 85112 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325298 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51909 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 12792 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299130.000000 Penalty: 14394.557617
Iteration 220F: 25 clusters Score -2.529913e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 85022 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325455 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51788 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 12862 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299142.000000 Penalty: 14394.557617
Iteration 221Q: 25 clusters Score -2.529914e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 84930 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325607 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51686 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1834 members 
Mstep: Class 22 contains 12920 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299162.000000 Penalty: 14394.557617
Iteration 222Q: 25 clusters Score -2.529916e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 6768 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 84814 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4299 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325789 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51573 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 12977 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299120.000000 Penalty: 14394.557617
Iteration 223Q: 25 clusters Score -2.529912e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 6770 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 84712 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 325944 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51462 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 13031 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299120.000000 Penalty: 14394.557617
Iteration 224Q: 25 clusters Score -2.529912e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 84585 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4726 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 326124 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51366 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 13091 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299090.000000 Penalty: 14394.557617
Iteration 225Q: 25 clusters Score -2.529909e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 6772 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 84469 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4740 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 326294 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51251 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299060.000000 Penalty: 14394.557617
Iteration 226Q: 25 clusters Score -2.529906e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 84352 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 326481 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 51118 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 13224 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299098.000000 Penalty: 14394.557617
Iteration 227Q: 25 clusters Score -2.52991e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 84244 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 6245 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 326686 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50975 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13274 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299050.000000 Penalty: 14394.557617
Iteration 228Q: 25 clusters Score -2.529905e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 6784 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 84137 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 6244 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4775 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 326897 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50829 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13315 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299048.000000 Penalty: 14394.557617
Iteration 229Q: 25 clusters Score -2.529905e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 84016 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4786 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 327132 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50676 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13369 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299006.000000 Penalty: 14394.557617
Iteration 230Q: 25 clusters Score -2.529901e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 83869 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 327400 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50516 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 13422 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298974.000000 Penalty: 14394.557617
Iteration 231Q: 25 clusters Score -2.529897e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 83743 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4817 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4314 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 327652 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50354 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 13473 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298964.000000 Penalty: 14394.557617
Iteration 232Q: 25 clusters Score -2.529896e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 6791 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 83609 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 327905 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50205 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13521 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298988.000000 Penalty: 14394.557617
Iteration 233Q: 25 clusters Score -2.529899e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 83459 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 328170 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 50050 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13576 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298990.000000 Penalty: 14394.557617
Iteration 234Q: 25 clusters Score -2.529899e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 83303 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 328449 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49885 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13643 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298972.000000 Penalty: 14394.557617
Iteration 235Q: 25 clusters Score -2.529897e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 6778 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 83169 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 328695 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49726 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1852 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298970.000000 Penalty: 14394.557617
Iteration 236Q: 25 clusters Score -2.529897e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 83039 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4363 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 328933 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49558 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13779 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298974.000000 Penalty: 14394.557617
Iteration 237Q: 25 clusters Score -2.529897e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 82911 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 6237 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4899 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 329180 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49383 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13842 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299026.000000 Penalty: 14394.557617
Iteration 238Q: 25 clusters Score -2.529903e+07 nChanged 492
Entering ConstructFrom: 
Score: -25299026.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (18256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Entering Unmasked Estep 
Score: -859953.750000 Penalty: 446.457336
	Iteration 0F: 2 clusters Score -859953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -847811.000000 Penalty: 892.914673
	Iteration 0F: 3 clusters Score -847811 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -852777.312500 Penalty: 892.914673
	Iteration 1F: 3 clusters Score -852777.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -853002.500000 Penalty: 892.914673
	Iteration 2Q: 3 clusters Score -853002.5 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -853317.187500 Penalty: 892.914673
	Iteration 3Q: 3 clusters Score -853317.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -853848.250000 Penalty: 892.914673
	Iteration 4F: 3 clusters Score -853848.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -854665.125000 Penalty: 892.914673
	Iteration 5F: 3 clusters Score -854665.1 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -855847.125000 Penalty: 892.914673
	Iteration 6F: 3 clusters Score -855847.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -857103.500000 Penalty: 892.914673
	Iteration 7F: 3 clusters Score -857103.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -858015.687500 Penalty: 892.914673
	Iteration 8Q: 3 clusters Score -858015.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -858633.187500 Penalty: 892.914673
	Iteration 9Q: 3 clusters Score -858633.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -858946.000000 Penalty: 892.914673
	Iteration 10Q: 3 clusters Score -858946 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -859119.875000 Penalty: 892.914673
	Iteration 11Q: 3 clusters Score -859119.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -859220.500000 Penalty: 892.914673
	Iteration 12Q: 3 clusters Score -859220.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -859288.687500 Penalty: 892.914673
	Iteration 13Q: 3 clusters Score -859288.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -859343.812500 Penalty: 892.914673
	Iteration 14Q: 3 clusters Score -859343.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -859387.937500 Penalty: 892.914673
	Iteration 15Q: 3 clusters Score -859387.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -859430.062500 Penalty: 892.914673
	Iteration 16Q: 3 clusters Score -859430.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -859460.062500 Penalty: 892.914673
	Iteration 17Q: 3 clusters Score -859460.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -859488.062500 Penalty: 892.914673
	Iteration 18Q: 3 clusters Score -859488.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -859511.750000 Penalty: 892.914673
	Iteration 19Q: 3 clusters Score -859511.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -859528.875000 Penalty: 892.914673
	Iteration 20F: 3 clusters Score -859528.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -859541.687500 Penalty: 892.914673
	Iteration 21Q: 3 clusters Score -859541.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -859553.437500 Penalty: 892.914673
	Iteration 22Q: 3 clusters Score -859553.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -859565.000000 Penalty: 892.914673
	Iteration 23Q: 3 clusters Score -859565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -859574.437500 Penalty: 892.914673
	Iteration 24Q: 3 clusters Score -859574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -859581.437500 Penalty: 892.914673
	Iteration 25Q: 3 clusters Score -859581.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -859587.500000 Penalty: 892.914673
	Iteration 26Q: 3 clusters Score -859587.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -859592.187500 Penalty: 892.914673
	Iteration 27Q: 3 clusters Score -859592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -859593.437500 Penalty: 892.914673
	Iteration 28Q: 3 clusters Score -859593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -859599.500000 Penalty: 892.914673
	Iteration 29Q: 3 clusters Score -859599.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -859605.812500 Penalty: 892.914673
	Iteration 30Q: 3 clusters Score -859605.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -859607.187500 Penalty: 892.914673
	Iteration 31Q: 3 clusters Score -859607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -859607.250000 Penalty: 892.914673
	Iteration 32Q: 3 clusters Score -859607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -859607.125000 Penalty: 892.914673
	Iteration 33Q: 3 clusters Score -859607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -859607.062500 Penalty: 892.914673
	Iteration 34Q: 3 clusters Score -859607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -859605.125000 Penalty: 892.914673
	Iteration 35Q: 3 clusters Score -859605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -859606.312500 Penalty: 892.914673
	Iteration 36Q: 3 clusters Score -859606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -859606.875000 Penalty: 892.914673
	Iteration 37Q: 3 clusters Score -859606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -859605.750000 Penalty: 892.914673
	Iteration 38Q: 3 clusters Score -859605.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -859606.437500 Penalty: 892.914673
	Iteration 39Q: 3 clusters Score -859606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -859608.250000 Penalty: 892.914673
	Iteration 40F: 3 clusters Score -859608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -859607.937500 Penalty: 892.914673
	Iteration 41Q: 3 clusters Score -859607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -859608.750000 Penalty: 892.914673
	Iteration 42Q: 3 clusters Score -859608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -859608.937500 Penalty: 892.914673
	Iteration 43Q: 3 clusters Score -859608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -859608.937500 Penalty: 892.914673
	Iteration 44F: 3 clusters Score -859608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Entering Unmasked Estep 
Score: -321964.125000 Penalty: 401.294769
	Iteration 0F: 2 clusters Score -321964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -317393.093750 Penalty: 802.589539
	Iteration 0F: 3 clusters Score -317393.1 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -319243.250000 Penalty: 802.589539
	Iteration 1F: 3 clusters Score -319243.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -319508.875000 Penalty: 802.589539
	Iteration 2F: 3 clusters Score -319508.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -319869.375000 Penalty: 802.589539
	Iteration 3F: 3 clusters Score -319869.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -320319.312500 Penalty: 802.589539
	Iteration 4F: 3 clusters Score -320319.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -320803.375000 Penalty: 802.589539
	Iteration 5F: 3 clusters Score -320803.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -321193.406250 Penalty: 802.589539
	Iteration 6F: 3 clusters Score -321193.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -321395.250000 Penalty: 802.589539
	Iteration 7Q: 3 clusters Score -321395.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -321507.593750 Penalty: 802.589539
	Iteration 8Q: 3 clusters Score -321507.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -321562.156250 Penalty: 802.589539
	Iteration 9Q: 3 clusters Score -321562.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -321594.875000 Penalty: 802.589539
	Iteration 10Q: 3 clusters Score -321594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -321606.562500 Penalty: 802.589539
	Iteration 11Q: 3 clusters Score -321606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -321611.000000 Penalty: 802.589539
	Iteration 12Q: 3 clusters Score -321611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -321614.687500 Penalty: 802.589539
	Iteration 13Q: 3 clusters Score -321614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -321614.906250 Penalty: 802.589539
	Iteration 14Q: 3 clusters Score -321614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -321614.906250 Penalty: 802.589539
	Iteration 15F: 3 clusters Score -321614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -242145.203125 Penalty: 384.220551
	Iteration 0F: 2 clusters Score -242145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -238985.359375 Penalty: 768.441101
	Iteration 0F: 3 clusters Score -238985.4 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -240082.343750 Penalty: 768.441101
	Iteration 1F: 3 clusters Score -240082.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -240247.687500 Penalty: 768.441101
	Iteration 2F: 3 clusters Score -240247.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -240429.328125 Penalty: 768.441101
	Iteration 3F: 3 clusters Score -240429.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -240609.640625 Penalty: 768.441101
	Iteration 4F: 3 clusters Score -240609.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -240818.890625 Penalty: 768.441101
	Iteration 5F: 3 clusters Score -240818.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -241017.687500 Penalty: 768.441101
	Iteration 6F: 3 clusters Score -241017.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -241165.796875 Penalty: 768.441101
	Iteration 7Q: 3 clusters Score -241165.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -241294.250000 Penalty: 768.441101
	Iteration 8Q: 3 clusters Score -241294.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -241402.609375 Penalty: 768.441101
	Iteration 9Q: 3 clusters Score -241402.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -241496.046875 Penalty: 768.441101
	Iteration 10Q: 3 clusters Score -241496 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -241562.734375 Penalty: 768.441101
	Iteration 11Q: 3 clusters Score -241562.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -241613.187500 Penalty: 768.441101
	Iteration 12Q: 3 clusters Score -241613.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -241648.734375 Penalty: 768.441101
	Iteration 13Q: 3 clusters Score -241648.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -241674.359375 Penalty: 768.441101
	Iteration 14Q: 3 clusters Score -241674.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -241696.656250 Penalty: 768.441101
	Iteration 15Q: 3 clusters Score -241696.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -241711.265625 Penalty: 768.441101
	Iteration 16Q: 3 clusters Score -241711.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -241719.171875 Penalty: 768.441101
	Iteration 17Q: 3 clusters Score -241719.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -241727.500000 Penalty: 768.441101
	Iteration 18Q: 3 clusters Score -241727.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -241733.781250 Penalty: 768.441101
	Iteration 19Q: 3 clusters Score -241733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -241739.828125 Penalty: 768.441101
	Iteration 20F: 3 clusters Score -241739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -241743.250000 Penalty: 768.441101
	Iteration 21Q: 3 clusters Score -241743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -241748.671875 Penalty: 768.441101
	Iteration 22Q: 3 clusters Score -241748.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -241753.484375 Penalty: 768.441101
	Iteration 23Q: 3 clusters Score -241753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -241758.171875 Penalty: 768.441101
	Iteration 24Q: 3 clusters Score -241758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -241765.500000 Penalty: 768.441101
	Iteration 25Q: 3 clusters Score -241765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -241773.437500 Penalty: 768.441101
	Iteration 26Q: 3 clusters Score -241773.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -241779.750000 Penalty: 768.441101
	Iteration 27Q: 3 clusters Score -241779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -241783.718750 Penalty: 768.441101
	Iteration 28Q: 3 clusters Score -241783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -241789.078125 Penalty: 768.441101
	Iteration 29Q: 3 clusters Score -241789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -241791.796875 Penalty: 768.441101
	Iteration 30Q: 3 clusters Score -241791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -241795.468750 Penalty: 768.441101
	Iteration 31Q: 3 clusters Score -241795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -241799.875000 Penalty: 768.441101
	Iteration 32Q: 3 clusters Score -241799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -241803.437500 Penalty: 768.441101
	Iteration 33Q: 3 clusters Score -241803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -241805.656250 Penalty: 768.441101
	Iteration 34Q: 3 clusters Score -241805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -241807.203125 Penalty: 768.441101
	Iteration 35Q: 3 clusters Score -241807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -241808.375000 Penalty: 768.441101
	Iteration 36Q: 3 clusters Score -241808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -241809.546875 Penalty: 768.441101
	Iteration 37Q: 3 clusters Score -241809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -241809.890625 Penalty: 768.441101
	Iteration 38Q: 3 clusters Score -241809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -241809.843750 Penalty: 768.441101
	Iteration 39Q: 3 clusters Score -241809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -241809.843750 Penalty: 768.441101
	Iteration 40F: 3 clusters Score -241809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (82771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Entering Unmasked Estep 
Score: -4187389.500000 Penalty: 515.234436
	Iteration 0F: 2 clusters Score -4187390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -4131802.500000 Penalty: 1030.468872
	Iteration 0F: 3 clusters Score -4131802 nChanged 40115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4158071.500000 Penalty: 1030.468872
	Iteration 1F: 3 clusters Score -4158072 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4160817.000000 Penalty: 1030.468872
	Iteration 2F: 3 clusters Score -4160817 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4164987.250000 Penalty: 1030.468872
	Iteration 3F: 3 clusters Score -4164987 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4170323.250000 Penalty: 1030.468872
	Iteration 4F: 3 clusters Score -4170323 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4174855.000000 Penalty: 1030.468872
	Iteration 5F: 3 clusters Score -4174855 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4177169.500000 Penalty: 1030.468872
	Iteration 6Q: 3 clusters Score -4177170 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4178364.750000 Penalty: 1030.468872
	Iteration 7Q: 3 clusters Score -4178365 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4179336.500000 Penalty: 1030.468872
	Iteration 8Q: 3 clusters Score -4179336 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4180136.250000 Penalty: 1030.468872
	Iteration 9Q: 3 clusters Score -4180136 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4180982.250000 Penalty: 1030.468872
	Iteration 10Q: 3 clusters Score -4180982 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4181749.000000 Penalty: 1030.468872
	Iteration 11Q: 3 clusters Score -4181749 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4182390.250000 Penalty: 1030.468872
	Iteration 12Q: 3 clusters Score -4182390 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4183024.500000 Penalty: 1030.468872
	Iteration 13Q: 3 clusters Score -4183024 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4183532.750000 Penalty: 1030.468872
	Iteration 14Q: 3 clusters Score -4183533 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4183989.500000 Penalty: 1030.468872
	Iteration 15Q: 3 clusters Score -4183990 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4184331.750000 Penalty: 1030.468872
	Iteration 16Q: 3 clusters Score -4184332 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4184613.750000 Penalty: 1030.468872
	Iteration 17Q: 3 clusters Score -4184614 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -4184823.250000 Penalty: 1030.468872
	Iteration 18Q: 3 clusters Score -4184823 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4185083.250000 Penalty: 1030.468872
	Iteration 19Q: 3 clusters Score -4185083 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4185287.250000 Penalty: 1030.468872
	Iteration 20F: 3 clusters Score -4185287 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4185482.000000 Penalty: 1030.468872
	Iteration 21Q: 3 clusters Score -4185482 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -4185642.500000 Penalty: 1030.468872
	Iteration 22Q: 3 clusters Score -4185642 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4185768.000000 Penalty: 1030.468872
	Iteration 23Q: 3 clusters Score -4185768 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4185884.250000 Penalty: 1030.468872
	Iteration 24Q: 3 clusters Score -4185884 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4186015.500000 Penalty: 1030.468872
	Iteration 25Q: 3 clusters Score -4186016 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4186130.250000 Penalty: 1030.468872
	Iteration 26Q: 3 clusters Score -4186130 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4186210.000000 Penalty: 1030.468872
	Iteration 27Q: 3 clusters Score -4186210 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4186297.750000 Penalty: 1030.468872
	Iteration 28Q: 3 clusters Score -4186298 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4186344.500000 Penalty: 1030.468872
	Iteration 29Q: 3 clusters Score -4186344 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4186416.250000 Penalty: 1030.468872
	Iteration 30Q: 3 clusters Score -4186416 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4186488.000000 Penalty: 1030.468872
	Iteration 31Q: 3 clusters Score -4186488 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4186545.750000 Penalty: 1030.468872
	Iteration 32Q: 3 clusters Score -4186546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4186596.250000 Penalty: 1030.468872
	Iteration 33Q: 3 clusters Score -4186596 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4186651.000000 Penalty: 1030.468872
	Iteration 34Q: 3 clusters Score -4186651 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4186705.000000 Penalty: 1030.468872
	Iteration 35Q: 3 clusters Score -4186705 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4186724.500000 Penalty: 1030.468872
	Iteration 36Q: 3 clusters Score -4186724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4186757.500000 Penalty: 1030.468872
	Iteration 37Q: 3 clusters Score -4186758 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4186787.750000 Penalty: 1030.468872
	Iteration 38Q: 3 clusters Score -4186788 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4186815.000000 Penalty: 1030.468872
	Iteration 39Q: 3 clusters Score -4186815 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4186837.500000 Penalty: 1030.468872
	Iteration 40F: 3 clusters Score -4186838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4186850.000000 Penalty: 1030.468872
	Iteration 41Q: 3 clusters Score -4186850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4186885.500000 Penalty: 1030.468872
	Iteration 42Q: 3 clusters Score -4186886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4186909.750000 Penalty: 1030.468872
	Iteration 43Q: 3 clusters Score -4186910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4186928.750000 Penalty: 1030.468872
	Iteration 44Q: 3 clusters Score -4186929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80809 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4186947.500000 Penalty: 1030.468872
	Iteration 45Q: 3 clusters Score -4186948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4186971.500000 Penalty: 1030.468872
	Iteration 46Q: 3 clusters Score -4186972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4186982.500000 Penalty: 1030.468872
	Iteration 47Q: 3 clusters Score -4186982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4186977.000000 Penalty: 1030.468872
	Iteration 48Q: 3 clusters Score -4186977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4186989.750000 Penalty: 1030.468872
	Iteration 49Q: 3 clusters Score -4186990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4187004.500000 Penalty: 1030.468872
	Iteration 50Q: 3 clusters Score -4187004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4187011.000000 Penalty: 1030.468872
	Iteration 51Q: 3 clusters Score -4187011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4187017.500000 Penalty: 1030.468872
	Iteration 52Q: 3 clusters Score -4187018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4187023.000000 Penalty: 1030.468872
	Iteration 53Q: 3 clusters Score -4187023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4187026.250000 Penalty: 1030.468872
	Iteration 54Q: 3 clusters Score -4187026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4187037.750000 Penalty: 1030.468872
	Iteration 55Q: 3 clusters Score -4187038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4187039.500000 Penalty: 1030.468872
	Iteration 56Q: 3 clusters Score -4187040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4187038.500000 Penalty: 1030.468872
	Iteration 57Q: 3 clusters Score -4187038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4187045.500000 Penalty: 1030.468872
	Iteration 58Q: 3 clusters Score -4187046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4187051.250000 Penalty: 1030.468872
	Iteration 59Q: 3 clusters Score -4187051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4187052.250000 Penalty: 1030.468872
	Iteration 60F: 3 clusters Score -4187052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4187050.500000 Penalty: 1030.468872
	Iteration 61Q: 3 clusters Score -4187050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4187047.500000 Penalty: 1030.468872
	Iteration 62Q: 3 clusters Score -4187048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4187043.500000 Penalty: 1030.468872
	Iteration 63Q: 3 clusters Score -4187044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4187042.000000 Penalty: 1030.468872
	Iteration 64Q: 3 clusters Score -4187042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4187054.250000 Penalty: 1030.468872
	Iteration 65Q: 3 clusters Score -4187054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4187052.750000 Penalty: 1030.468872
	Iteration 66Q: 3 clusters Score -4187053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4187051.250000 Penalty: 1030.468872
	Iteration 67Q: 3 clusters Score -4187051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4187056.750000 Penalty: 1030.468872
	Iteration 68Q: 3 clusters Score -4187057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4187057.000000 Penalty: 1030.468872
	Iteration 69Q: 3 clusters Score -4187057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4187060.500000 Penalty: 1030.468872
	Iteration 70Q: 3 clusters Score -4187060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4187060.750000 Penalty: 1030.468872
	Iteration 71Q: 3 clusters Score -4187061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4187059.500000 Penalty: 1030.468872
	Iteration 72Q: 3 clusters Score -4187060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4187058.750000 Penalty: 1030.468872
	Iteration 73Q: 3 clusters Score -4187059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4187061.250000 Penalty: 1030.468872
	Iteration 74Q: 3 clusters Score -4187061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4187061.250000 Penalty: 1030.468872
	Iteration 75F: 3 clusters Score -4187061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10424.205078 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10424.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10525.096680 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10574.500977 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10574.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10627.203125 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -10627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10658.305664 Penalty: 500.242279
	Iteration 4F: 3 clusters Score -10658.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10672.688477 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10672.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10684.642578 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10684.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10689.582031 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10689.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10689.582031 Penalty: 500.242279
	Iteration 8F: 3 clusters Score -10689.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -127316.296875 Penalty: 357.900970
	Iteration 0F: 2 clusters Score -127316.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -125533.484375 Penalty: 715.801941
	Iteration 0F: 3 clusters Score -125533.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -126264.289062 Penalty: 715.801941
	Iteration 1F: 3 clusters Score -126264.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -126431.710938 Penalty: 715.801941
	Iteration 2F: 3 clusters Score -126431.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -126528.539062 Penalty: 715.801941
	Iteration 3F: 3 clusters Score -126528.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -126586.929688 Penalty: 715.801941
	Iteration 4F: 3 clusters Score -126586.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -126635.257812 Penalty: 715.801941
	Iteration 5Q: 3 clusters Score -126635.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -126672.984375 Penalty: 715.801941
	Iteration 6Q: 3 clusters Score -126673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -126698.164062 Penalty: 715.801941
	Iteration 7Q: 3 clusters Score -126698.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -126719.539062 Penalty: 715.801941
	Iteration 8Q: 3 clusters Score -126719.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -126740.046875 Penalty: 715.801941
	Iteration 9Q: 3 clusters Score -126740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -126757.343750 Penalty: 715.801941
	Iteration 10Q: 3 clusters Score -126757.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -126774.796875 Penalty: 715.801941
	Iteration 11Q: 3 clusters Score -126774.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -126789.921875 Penalty: 715.801941
	Iteration 12Q: 3 clusters Score -126789.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -126800.218750 Penalty: 715.801941
	Iteration 13Q: 3 clusters Score -126800.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -126814.718750 Penalty: 715.801941
	Iteration 14Q: 3 clusters Score -126814.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -126847.664062 Penalty: 715.801941
	Iteration 15Q: 3 clusters Score -126847.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -126890.382812 Penalty: 715.801941
	Iteration 16Q: 3 clusters Score -126890.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -126916.007812 Penalty: 715.801941
	Iteration 17Q: 3 clusters Score -126916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -126934.367188 Penalty: 715.801941
	Iteration 18Q: 3 clusters Score -126934.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -126948.914062 Penalty: 715.801941
	Iteration 19Q: 3 clusters Score -126948.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -126965.445312 Penalty: 715.801941
	Iteration 20F: 3 clusters Score -126965.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -126981.601562 Penalty: 715.801941
	Iteration 21Q: 3 clusters Score -126981.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -126999.234375 Penalty: 715.801941
	Iteration 22Q: 3 clusters Score -126999.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -127008.335938 Penalty: 715.801941
	Iteration 23Q: 3 clusters Score -127008.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -127016.250000 Penalty: 715.801941
	Iteration 24Q: 3 clusters Score -127016.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -127023.718750 Penalty: 715.801941
	Iteration 25Q: 3 clusters Score -127023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -127031.328125 Penalty: 715.801941
	Iteration 26Q: 3 clusters Score -127031.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -127037.437500 Penalty: 715.801941
	Iteration 27Q: 3 clusters Score -127037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -127040.718750 Penalty: 715.801941
	Iteration 28Q: 3 clusters Score -127040.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -127044.718750 Penalty: 715.801941
	Iteration 29Q: 3 clusters Score -127044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -127047.484375 Penalty: 715.801941
	Iteration 30Q: 3 clusters Score -127047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -127053.656250 Penalty: 715.801941
	Iteration 31Q: 3 clusters Score -127053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -127056.953125 Penalty: 715.801941
	Iteration 32Q: 3 clusters Score -127057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -127061.875000 Penalty: 715.801941
	Iteration 33Q: 3 clusters Score -127061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -127066.953125 Penalty: 715.801941
	Iteration 34Q: 3 clusters Score -127067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -127070.859375 Penalty: 715.801941
	Iteration 35Q: 3 clusters Score -127070.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -127073.546875 Penalty: 715.801941
	Iteration 36Q: 3 clusters Score -127073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -127076.125000 Penalty: 715.801941
	Iteration 37Q: 3 clusters Score -127076.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -127078.882812 Penalty: 715.801941
	Iteration 38Q: 3 clusters Score -127078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -127080.734375 Penalty: 715.801941
	Iteration 39Q: 3 clusters Score -127080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -127082.578125 Penalty: 715.801941
	Iteration 40F: 3 clusters Score -127082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -127085.578125 Penalty: 715.801941
	Iteration 41Q: 3 clusters Score -127085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -127088.601562 Penalty: 715.801941
	Iteration 42Q: 3 clusters Score -127088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -127091.796875 Penalty: 715.801941
	Iteration 43Q: 3 clusters Score -127091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -127096.382812 Penalty: 715.801941
	Iteration 44Q: 3 clusters Score -127096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -127100.625000 Penalty: 715.801941
	Iteration 45Q: 3 clusters Score -127100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -127102.421875 Penalty: 715.801941
	Iteration 46Q: 3 clusters Score -127102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -127103.992188 Penalty: 715.801941
	Iteration 47Q: 3 clusters Score -127104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -127105.859375 Penalty: 715.801941
	Iteration 48Q: 3 clusters Score -127105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -127106.492188 Penalty: 715.801941
	Iteration 49Q: 3 clusters Score -127106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -127106.906250 Penalty: 715.801941
	Iteration 50Q: 3 clusters Score -127106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -127106.906250 Penalty: 715.801941
	Iteration 51F: 3 clusters Score -127106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Entering Unmasked Estep 
Score: -285982.906250 Penalty: 397.575989
	Iteration 0F: 2 clusters Score -285982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -281771.531250 Penalty: 795.151978
	Iteration 0F: 3 clusters Score -281771.5 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -283387.562500 Penalty: 795.151978
	Iteration 1F: 3 clusters Score -283387.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -283575.687500 Penalty: 795.151978
	Iteration 2F: 3 clusters Score -283575.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -283795.125000 Penalty: 795.151978
	Iteration 3F: 3 clusters Score -283795.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -284111.062500 Penalty: 795.151978
	Iteration 4F: 3 clusters Score -284111.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -284508.031250 Penalty: 795.151978
	Iteration 5F: 3 clusters Score -284508 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -284904.562500 Penalty: 795.151978
	Iteration 6F: 3 clusters Score -284904.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -285248.281250 Penalty: 795.151978
	Iteration 7F: 3 clusters Score -285248.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -285505.531250 Penalty: 795.151978
	Iteration 8Q: 3 clusters Score -285505.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -285635.000000 Penalty: 795.151978
	Iteration 9Q: 3 clusters Score -285635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285686.625000 Penalty: 795.151978
	Iteration 10Q: 3 clusters Score -285686.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -285718.718750 Penalty: 795.151978
	Iteration 11Q: 3 clusters Score -285718.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285748.937500 Penalty: 795.151978
	Iteration 12Q: 3 clusters Score -285748.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -285767.468750 Penalty: 795.151978
	Iteration 13Q: 3 clusters Score -285767.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285780.718750 Penalty: 795.151978
	Iteration 14Q: 3 clusters Score -285780.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285787.687500 Penalty: 795.151978
	Iteration 15Q: 3 clusters Score -285787.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285794.343750 Penalty: 795.151978
	Iteration 16Q: 3 clusters Score -285794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285799.937500 Penalty: 795.151978
	Iteration 17Q: 3 clusters Score -285799.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285805.093750 Penalty: 795.151978
	Iteration 18Q: 3 clusters Score -285805.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -285809.781250 Penalty: 795.151978
	Iteration 19Q: 3 clusters Score -285809.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285814.500000 Penalty: 795.151978
	Iteration 20F: 3 clusters Score -285814.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285817.250000 Penalty: 795.151978
	Iteration 21Q: 3 clusters Score -285817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -285818.406250 Penalty: 795.151978
	Iteration 22Q: 3 clusters Score -285818.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285820.250000 Penalty: 795.151978
	Iteration 23Q: 3 clusters Score -285820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285822.250000 Penalty: 795.151978
	Iteration 24Q: 3 clusters Score -285822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285822.750000 Penalty: 795.151978
	Iteration 25Q: 3 clusters Score -285822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -285823.562500 Penalty: 795.151978
	Iteration 26Q: 3 clusters Score -285823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285824.093750 Penalty: 795.151978
	Iteration 27Q: 3 clusters Score -285824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -285823.656250 Penalty: 795.151978
	Iteration 28Q: 3 clusters Score -285823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285825.250000 Penalty: 795.151978
	Iteration 29Q: 3 clusters Score -285825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285825.062500 Penalty: 795.151978
	Iteration 30Q: 3 clusters Score -285825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285825.062500 Penalty: 795.151978
	Iteration 31F: 3 clusters Score -285825.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 381 members 
Entering Unmasked Estep 
Score: -34063.378906 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34063.38 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34228.691406 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34228.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34255.636719 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34255.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34285.253906 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -34285.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -34300.593750 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34300.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -34313.332031 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34313.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34331.929688 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34331.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -34346.777344 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34346.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34361.359375 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34361.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -34373.527344 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34373.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34386.097656 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34386.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34401.847656 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34401.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34406.953125 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34406.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34412.671875 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34412.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -34416.164062 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34416.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34422.398438 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34422.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34430.890625 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34430.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -34438.921875 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34438.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -34444.339844 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34444.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -34448.777344 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34448.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -34452.707031 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34452.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -34454.273438 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34454.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -34454.273438 Penalty: 600.588257
	Iteration 22F: 3 clusters Score -34454.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -260799.187500 Penalty: 386.705841
	Iteration 0F: 2 clusters Score -260799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -257444.500000 Penalty: 773.411682
	Iteration 0F: 3 clusters Score -257444.5 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -258683.203125 Penalty: 773.411682
	Iteration 1F: 3 clusters Score -258683.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -258828.015625 Penalty: 773.411682
	Iteration 2F: 3 clusters Score -258828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -259000.421875 Penalty: 773.411682
	Iteration 3F: 3 clusters Score -259000.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -259231.703125 Penalty: 773.411682
	Iteration 4F: 3 clusters Score -259231.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -259548.187500 Penalty: 773.411682
	Iteration 5F: 3 clusters Score -259548.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -259845.500000 Penalty: 773.411682
	Iteration 6F: 3 clusters Score -259845.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -259989.859375 Penalty: 773.411682
	Iteration 7F: 3 clusters Score -259989.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -260056.468750 Penalty: 773.411682
	Iteration 8Q: 3 clusters Score -260056.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -260095.000000 Penalty: 773.411682
	Iteration 9Q: 3 clusters Score -260095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -260129.859375 Penalty: 773.411682
	Iteration 10Q: 3 clusters Score -260129.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -260165.250000 Penalty: 773.411682
	Iteration 11Q: 3 clusters Score -260165.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -260206.015625 Penalty: 773.411682
	Iteration 12Q: 3 clusters Score -260206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -260234.781250 Penalty: 773.411682
	Iteration 13Q: 3 clusters Score -260234.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -260255.203125 Penalty: 773.411682
	Iteration 14Q: 3 clusters Score -260255.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -260270.687500 Penalty: 773.411682
	Iteration 15Q: 3 clusters Score -260270.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260281.921875 Penalty: 773.411682
	Iteration 16Q: 3 clusters Score -260281.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -260297.921875 Penalty: 773.411682
	Iteration 17Q: 3 clusters Score -260297.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -260313.828125 Penalty: 773.411682
	Iteration 18Q: 3 clusters Score -260313.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -260327.078125 Penalty: 773.411682
	Iteration 19Q: 3 clusters Score -260327.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -260339.062500 Penalty: 773.411682
	Iteration 20F: 3 clusters Score -260339.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260351.828125 Penalty: 773.411682
	Iteration 21Q: 3 clusters Score -260351.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -260363.515625 Penalty: 773.411682
	Iteration 22Q: 3 clusters Score -260363.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -260373.765625 Penalty: 773.411682
	Iteration 23Q: 3 clusters Score -260373.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -260380.000000 Penalty: 773.411682
	Iteration 24Q: 3 clusters Score -260380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260384.859375 Penalty: 773.411682
	Iteration 25Q: 3 clusters Score -260384.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -260389.109375 Penalty: 773.411682
	Iteration 26Q: 3 clusters Score -260389.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -260394.875000 Penalty: 773.411682
	Iteration 27Q: 3 clusters Score -260394.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -260399.640625 Penalty: 773.411682
	Iteration 28Q: 3 clusters Score -260399.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -260403.890625 Penalty: 773.411682
	Iteration 29Q: 3 clusters Score -260403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -260408.656250 Penalty: 773.411682
	Iteration 30Q: 3 clusters Score -260408.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -260415.265625 Penalty: 773.411682
	Iteration 31Q: 3 clusters Score -260415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260418.468750 Penalty: 773.411682
	Iteration 32Q: 3 clusters Score -260418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -260422.781250 Penalty: 773.411682
	Iteration 33Q: 3 clusters Score -260422.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260427.203125 Penalty: 773.411682
	Iteration 34Q: 3 clusters Score -260427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -260433.406250 Penalty: 773.411682
	Iteration 35Q: 3 clusters Score -260433.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -260439.468750 Penalty: 773.411682
	Iteration 36Q: 3 clusters Score -260439.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260443.671875 Penalty: 773.411682
	Iteration 37Q: 3 clusters Score -260443.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -260449.718750 Penalty: 773.411682
	Iteration 38Q: 3 clusters Score -260449.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -260455.859375 Penalty: 773.411682
	Iteration 39Q: 3 clusters Score -260455.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -260462.562500 Penalty: 773.411682
	Iteration 40F: 3 clusters Score -260462.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -260466.703125 Penalty: 773.411682
	Iteration 41Q: 3 clusters Score -260466.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -260468.843750 Penalty: 773.411682
	Iteration 42Q: 3 clusters Score -260468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -260470.578125 Penalty: 773.411682
	Iteration 43Q: 3 clusters Score -260470.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -260473.921875 Penalty: 773.411682
	Iteration 44Q: 3 clusters Score -260473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -260476.812500 Penalty: 773.411682
	Iteration 45Q: 3 clusters Score -260476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -260478.375000 Penalty: 773.411682
	Iteration 46Q: 3 clusters Score -260478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -260478.609375 Penalty: 773.411682
	Iteration 47Q: 3 clusters Score -260478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -260478.859375 Penalty: 773.411682
	Iteration 48Q: 3 clusters Score -260478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -260478.671875 Penalty: 773.411682
	Iteration 49Q: 3 clusters Score -260478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -260479.156250 Penalty: 773.411682
	Iteration 50Q: 3 clusters Score -260479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -260479.156250 Penalty: 773.411682
	Iteration 51F: 3 clusters Score -260479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 395 members 
Entering Unmasked Estep 
Score: -35814.250000 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35814.25 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35995.679688 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35995.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36024.535156 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36024.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -36033.609375 Penalty: 605.527893
	Iteration 3Q: 3 clusters Score -36033.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36040.562500 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36040.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36046.050781 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36046.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36049.800781 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -36050.468750 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36050.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36050.539062 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36050.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36050.539062 Penalty: 605.527893
	Iteration 9F: 3 clusters Score -36050.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -216657.703125 Penalty: 381.373322
	Iteration 0F: 2 clusters Score -216657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -213631.343750 Penalty: 762.746643
	Iteration 0F: 3 clusters Score -213631.3 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -214760.906250 Penalty: 762.746643
	Iteration 1F: 3 clusters Score -214760.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -214893.281250 Penalty: 762.746643
	Iteration 2F: 3 clusters Score -214893.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -215020.406250 Penalty: 762.746643
	Iteration 3F: 3 clusters Score -215020.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -215154.250000 Penalty: 762.746643
	Iteration 4F: 3 clusters Score -215154.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215307.312500 Penalty: 762.746643
	Iteration 5F: 3 clusters Score -215307.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -215465.453125 Penalty: 762.746643
	Iteration 6Q: 3 clusters Score -215465.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -215621.515625 Penalty: 762.746643
	Iteration 7Q: 3 clusters Score -215621.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -215728.281250 Penalty: 762.746643
	Iteration 8Q: 3 clusters Score -215728.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -215797.390625 Penalty: 762.746643
	Iteration 9Q: 3 clusters Score -215797.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215840.593750 Penalty: 762.746643
	Iteration 10Q: 3 clusters Score -215840.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -215884.031250 Penalty: 762.746643
	Iteration 11Q: 3 clusters Score -215884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -215914.125000 Penalty: 762.746643
	Iteration 12Q: 3 clusters Score -215914.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215947.281250 Penalty: 762.746643
	Iteration 13Q: 3 clusters Score -215947.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215984.234375 Penalty: 762.746643
	Iteration 14Q: 3 clusters Score -215984.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -216008.671875 Penalty: 762.746643
	Iteration 15Q: 3 clusters Score -216008.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216030.828125 Penalty: 762.746643
	Iteration 16Q: 3 clusters Score -216030.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -216050.687500 Penalty: 762.746643
	Iteration 17Q: 3 clusters Score -216050.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -216070.625000 Penalty: 762.746643
	Iteration 18Q: 3 clusters Score -216070.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -216087.140625 Penalty: 762.746643
	Iteration 19Q: 3 clusters Score -216087.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -216102.312500 Penalty: 762.746643
	Iteration 20F: 3 clusters Score -216102.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216113.171875 Penalty: 762.746643
	Iteration 21Q: 3 clusters Score -216113.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -216124.328125 Penalty: 762.746643
	Iteration 22Q: 3 clusters Score -216124.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -216133.109375 Penalty: 762.746643
	Iteration 23Q: 3 clusters Score -216133.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -216141.656250 Penalty: 762.746643
	Iteration 24Q: 3 clusters Score -216141.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -216152.390625 Penalty: 762.746643
	Iteration 25Q: 3 clusters Score -216152.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216167.625000 Penalty: 762.746643
	Iteration 26Q: 3 clusters Score -216167.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216182.234375 Penalty: 762.746643
	Iteration 27Q: 3 clusters Score -216182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -216196.828125 Penalty: 762.746643
	Iteration 28Q: 3 clusters Score -216196.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -216211.015625 Penalty: 762.746643
	Iteration 29Q: 3 clusters Score -216211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -216222.718750 Penalty: 762.746643
	Iteration 30Q: 3 clusters Score -216222.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -216235.765625 Penalty: 762.746643
	Iteration 31Q: 3 clusters Score -216235.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -216251.265625 Penalty: 762.746643
	Iteration 32Q: 3 clusters Score -216251.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -216265.375000 Penalty: 762.746643
	Iteration 33Q: 3 clusters Score -216265.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -216275.875000 Penalty: 762.746643
	Iteration 34Q: 3 clusters Score -216275.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -216281.250000 Penalty: 762.746643
	Iteration 35Q: 3 clusters Score -216281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -216285.328125 Penalty: 762.746643
	Iteration 36Q: 3 clusters Score -216285.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -216290.093750 Penalty: 762.746643
	Iteration 37Q: 3 clusters Score -216290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -216295.031250 Penalty: 762.746643
	Iteration 38Q: 3 clusters Score -216295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -216300.968750 Penalty: 762.746643
	Iteration 39Q: 3 clusters Score -216301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -216306.562500 Penalty: 762.746643
	Iteration 40F: 3 clusters Score -216306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -216309.984375 Penalty: 762.746643
	Iteration 41Q: 3 clusters Score -216310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -216313.484375 Penalty: 762.746643
	Iteration 42Q: 3 clusters Score -216313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -216317.531250 Penalty: 762.746643
	Iteration 43Q: 3 clusters Score -216317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -216320.359375 Penalty: 762.746643
	Iteration 44Q: 3 clusters Score -216320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -216321.078125 Penalty: 762.746643
	Iteration 45Q: 3 clusters Score -216321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -216321.312500 Penalty: 762.746643
	Iteration 46Q: 3 clusters Score -216321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -216321.718750 Penalty: 762.746643
	Iteration 47Q: 3 clusters Score -216321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -216323.781250 Penalty: 762.746643
	Iteration 48Q: 3 clusters Score -216323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -216324.156250 Penalty: 762.746643
	Iteration 49Q: 3 clusters Score -216324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -216325.593750 Penalty: 762.746643
	Iteration 50Q: 3 clusters Score -216325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -216325.984375 Penalty: 762.746643
	Iteration 51Q: 3 clusters Score -216326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -216326.046875 Penalty: 762.746643
	Iteration 52Q: 3 clusters Score -216326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -216326.000000 Penalty: 762.746643
	Iteration 53Q: 3 clusters Score -216326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -216326.000000 Penalty: 762.746643
	Iteration 54F: 3 clusters Score -216326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -6136.306152 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -6136.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5892.538574 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -5892.539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5924.280762 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -5924.281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5934.587891 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -5934.588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5936.375977 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -5936.376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5938.248535 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -5938.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5938.248535 Penalty: 451.618896
	Iteration 5F: 3 clusters Score -5938.249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (329457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329457 members 
Entering Unmasked Estep 
Score: -16064845.000000 Penalty: 578.086670
	Iteration 0F: 2 clusters Score -1.606484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -15863998.000000 Penalty: 1156.173340
	Iteration 0F: 3 clusters Score -1.5864e+07 nChanged 162714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -15963775.000000 Penalty: 1156.173340
	Iteration 1F: 3 clusters Score -1.596378e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133459 members 
Mstep: Class 2 contains 195998 members 
Entering Unmasked Estep 
Score: -15968151.000000 Penalty: 1156.173340
	Iteration 2Q: 3 clusters Score -1.596815e+07 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 210972 members 
Entering Unmasked Estep 
Score: -15975019.000000 Penalty: 1156.173340
	Iteration 3F: 3 clusters Score -1.597502e+07 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 231032 members 
Entering Unmasked Estep 
Score: -15987171.000000 Penalty: 1156.173340
	Iteration 4F: 3 clusters Score -1.598717e+07 nChanged 24766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 254828 members 
Entering Unmasked Estep 
Score: -16004292.000000 Penalty: 1156.173340
	Iteration 5F: 3 clusters Score -1.600429e+07 nChanged 23483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 277081 members 
Entering Unmasked Estep 
Score: -16020263.000000 Penalty: 1156.173340
	Iteration 6F: 3 clusters Score -1.602026e+07 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 291943 members 
Entering Unmasked Estep 
Score: -16032333.000000 Penalty: 1156.173340
	Iteration 7F: 3 clusters Score -1.603233e+07 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 299591 members 
Entering Unmasked Estep 
Score: -16039474.000000 Penalty: 1156.173340
	Iteration 8Q: 3 clusters Score -1.603947e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 303439 members 
Entering Unmasked Estep 
Score: -16043021.000000 Penalty: 1156.173340
	Iteration 9Q: 3 clusters Score -1.604302e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 305973 members 
Entering Unmasked Estep 
Score: -16045146.000000 Penalty: 1156.173340
	Iteration 10Q: 3 clusters Score -1.604515e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 308003 members 
Entering Unmasked Estep 
Score: -16046600.000000 Penalty: 1156.173340
	Iteration 11Q: 3 clusters Score -1.60466e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 309786 members 
Entering Unmasked Estep 
Score: -16047910.000000 Penalty: 1156.173340
	Iteration 12Q: 3 clusters Score -1.604791e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 311452 members 
Entering Unmasked Estep 
Score: -16048953.000000 Penalty: 1156.173340
	Iteration 13Q: 3 clusters Score -1.604895e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 313034 members 
Entering Unmasked Estep 
Score: -16049903.000000 Penalty: 1156.173340
	Iteration 14Q: 3 clusters Score -1.60499e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 314494 members 
Entering Unmasked Estep 
Score: -16051057.000000 Penalty: 1156.173340
	Iteration 15Q: 3 clusters Score -1.605106e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 315853 members 
Entering Unmasked Estep 
Score: -16052110.000000 Penalty: 1156.173340
	Iteration 16Q: 3 clusters Score -1.605211e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 317155 members 
Entering Unmasked Estep 
Score: -16053134.000000 Penalty: 1156.173340
	Iteration 17Q: 3 clusters Score -1.605313e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 318427 members 
Entering Unmasked Estep 
Score: -16054199.000000 Penalty: 1156.173340
	Iteration 18Q: 3 clusters Score -1.60542e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 319634 members 
Entering Unmasked Estep 
Score: -16055252.000000 Penalty: 1156.173340
	Iteration 19Q: 3 clusters Score -1.605525e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 320768 members 
Entering Unmasked Estep 
Score: -16056216.000000 Penalty: 1156.173340
	Iteration 20F: 3 clusters Score -1.605622e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 321857 members 
Entering Unmasked Estep 
Score: -16057226.000000 Penalty: 1156.173340
	Iteration 21Q: 3 clusters Score -1.605723e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 322843 members 
Entering Unmasked Estep 
Score: -16058147.000000 Penalty: 1156.173340
	Iteration 22Q: 3 clusters Score -1.605815e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 323767 members 
Entering Unmasked Estep 
Score: -16059082.000000 Penalty: 1156.173340
	Iteration 23Q: 3 clusters Score -1.605908e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 324576 members 
Entering Unmasked Estep 
Score: -16059834.000000 Penalty: 1156.173340
	Iteration 24Q: 3 clusters Score -1.605983e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 325273 members 
Entering Unmasked Estep 
Score: -16060499.000000 Penalty: 1156.173340
	Iteration 25Q: 3 clusters Score -1.60605e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 325838 members 
Entering Unmasked Estep 
Score: -16061022.000000 Penalty: 1156.173340
	Iteration 26Q: 3 clusters Score -1.606102e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 326309 members 
Entering Unmasked Estep 
Score: -16061427.000000 Penalty: 1156.173340
	Iteration 27Q: 3 clusters Score -1.606143e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 326694 members 
Entering Unmasked Estep 
Score: -16061857.000000 Penalty: 1156.173340
	Iteration 28Q: 3 clusters Score -1.606186e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 327063 members 
Entering Unmasked Estep 
Score: -16062294.000000 Penalty: 1156.173340
	Iteration 29Q: 3 clusters Score -1.606229e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 327352 members 
Entering Unmasked Estep 
Score: -16062573.000000 Penalty: 1156.173340
	Iteration 30Q: 3 clusters Score -1.606257e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 327582 members 
Entering Unmasked Estep 
Score: -16062847.000000 Penalty: 1156.173340
	Iteration 31Q: 3 clusters Score -1.606285e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 327795 members 
Entering Unmasked Estep 
Score: -16063031.000000 Penalty: 1156.173340
	Iteration 32Q: 3 clusters Score -1.606303e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 327960 members 
Entering Unmasked Estep 
Score: -16063208.000000 Penalty: 1156.173340
	Iteration 33Q: 3 clusters Score -1.606321e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 328093 members 
Entering Unmasked Estep 
Score: -16063356.000000 Penalty: 1156.173340
	Iteration 34Q: 3 clusters Score -1.606336e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 328201 members 
Entering Unmasked Estep 
Score: -16063464.000000 Penalty: 1156.173340
	Iteration 35Q: 3 clusters Score -1.606346e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 328290 members 
Entering Unmasked Estep 
Score: -16063544.000000 Penalty: 1156.173340
	Iteration 36Q: 3 clusters Score -1.606354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 328350 members 
Entering Unmasked Estep 
Score: -16063609.000000 Penalty: 1156.173340
	Iteration 37Q: 3 clusters Score -1.606361e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 328416 members 
Entering Unmasked Estep 
Score: -16063661.000000 Penalty: 1156.173340
	Iteration 38Q: 3 clusters Score -1.606366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 328473 members 
Entering Unmasked Estep 
Score: -16063721.000000 Penalty: 1156.173340
	Iteration 39Q: 3 clusters Score -1.606372e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 328534 members 
Entering Unmasked Estep 
Score: -16063807.000000 Penalty: 1156.173340
	Iteration 40F: 3 clusters Score -1.606381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 328584 members 
Entering Unmasked Estep 
Score: -16063840.000000 Penalty: 1156.173340
	Iteration 41Q: 3 clusters Score -1.606384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 328626 members 
Entering Unmasked Estep 
Score: -16063888.000000 Penalty: 1156.173340
	Iteration 42Q: 3 clusters Score -1.606389e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 328661 members 
Entering Unmasked Estep 
Score: -16063914.000000 Penalty: 1156.173340
	Iteration 43Q: 3 clusters Score -1.606391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 328689 members 
Entering Unmasked Estep 
Score: -16063946.000000 Penalty: 1156.173340
	Iteration 44Q: 3 clusters Score -1.606395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 328715 members 
Entering Unmasked Estep 
Score: -16063983.000000 Penalty: 1156.173340
	Iteration 45Q: 3 clusters Score -1.606398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 328737 members 
Entering Unmasked Estep 
Score: -16064015.000000 Penalty: 1156.173340
	Iteration 46Q: 3 clusters Score -1.606402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 328755 members 
Entering Unmasked Estep 
Score: -16064049.000000 Penalty: 1156.173340
	Iteration 47Q: 3 clusters Score -1.606405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 328768 members 
Entering Unmasked Estep 
Score: -16064047.000000 Penalty: 1156.173340
	Iteration 48Q: 3 clusters Score -1.606405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 328772 members 
Entering Unmasked Estep 
Score: -16064052.000000 Penalty: 1156.173340
	Iteration 49Q: 3 clusters Score -1.606405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 328787 members 
Entering Unmasked Estep 
Score: -16064065.000000 Penalty: 1156.173340
	Iteration 50Q: 3 clusters Score -1.606406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 328800 members 
Entering Unmasked Estep 
Score: -16064074.000000 Penalty: 1156.173340
	Iteration 51Q: 3 clusters Score -1.606407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 328807 members 
Entering Unmasked Estep 
Score: -16064092.000000 Penalty: 1156.173340
	Iteration 52Q: 3 clusters Score -1.606409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 328814 members 
Entering Unmasked Estep 
Score: -16064095.000000 Penalty: 1156.173340
	Iteration 53Q: 3 clusters Score -1.60641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 328821 members 
Entering Unmasked Estep 
Score: -16064111.000000 Penalty: 1156.173340
	Iteration 54Q: 3 clusters Score -1.606411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 328825 members 
Entering Unmasked Estep 
Score: -16064115.000000 Penalty: 1156.173340
	Iteration 55Q: 3 clusters Score -1.606412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 328843 members 
Entering Unmasked Estep 
Score: -16064149.000000 Penalty: 1156.173340
	Iteration 56Q: 3 clusters Score -1.606415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 328851 members 
Entering Unmasked Estep 
Score: -16064145.000000 Penalty: 1156.173340
	Iteration 57Q: 3 clusters Score -1.606414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 328861 members 
Entering Unmasked Estep 
Score: -16064165.000000 Penalty: 1156.173340
	Iteration 58Q: 3 clusters Score -1.606416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 328874 members 
Entering Unmasked Estep 
Score: -16064183.000000 Penalty: 1156.173340
	Iteration 59Q: 3 clusters Score -1.606418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 328881 members 
Entering Unmasked Estep 
Score: -16064204.000000 Penalty: 1156.173340
	Iteration 60F: 3 clusters Score -1.60642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 328890 members 
Entering Unmasked Estep 
Score: -16064215.000000 Penalty: 1156.173340
	Iteration 61Q: 3 clusters Score -1.606422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 328900 members 
Entering Unmasked Estep 
Score: -16064236.000000 Penalty: 1156.173340
	Iteration 62Q: 3 clusters Score -1.606424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 328910 members 
Entering Unmasked Estep 
Score: -16064240.000000 Penalty: 1156.173340
	Iteration 63Q: 3 clusters Score -1.606424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 328913 members 
Entering Unmasked Estep 
Score: -16064259.000000 Penalty: 1156.173340
	Iteration 64Q: 3 clusters Score -1.606426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 328920 members 
Entering Unmasked Estep 
Score: -16064262.000000 Penalty: 1156.173340
	Iteration 65Q: 3 clusters Score -1.606426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 328919 members 
Entering Unmasked Estep 
Score: -16064267.000000 Penalty: 1156.173340
	Iteration 66Q: 3 clusters Score -1.606427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 328919 members 
Entering Unmasked Estep 
Score: -16064267.000000 Penalty: 1156.173340
	Iteration 67F: 3 clusters Score -1.606427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -86170.671875 Penalty: 341.424774
	Iteration 0F: 2 clusters Score -86170.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -84818.343750 Penalty: 682.849548
	Iteration 0F: 3 clusters Score -84818.34 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -85278.242188 Penalty: 682.849548
	Iteration 1F: 3 clusters Score -85278.24 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -85424.687500 Penalty: 682.849548
	Iteration 2F: 3 clusters Score -85424.69 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -85583.218750 Penalty: 682.849548
	Iteration 3F: 3 clusters Score -85583.22 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -85718.945312 Penalty: 682.849548
	Iteration 4F: 3 clusters Score -85718.95 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -85804.304688 Penalty: 682.849548
	Iteration 5F: 3 clusters Score -85804.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -85848.789062 Penalty: 682.849548
	Iteration 6Q: 3 clusters Score -85848.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -85887.109375 Penalty: 682.849548
	Iteration 7Q: 3 clusters Score -85887.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -85921.320312 Penalty: 682.849548
	Iteration 8Q: 3 clusters Score -85921.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -85948.500000 Penalty: 682.849548
	Iteration 9Q: 3 clusters Score -85948.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -85973.117188 Penalty: 682.849548
	Iteration 10Q: 3 clusters Score -85973.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -85994.976562 Penalty: 682.849548
	Iteration 11Q: 3 clusters Score -85994.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -86003.960938 Penalty: 682.849548
	Iteration 12Q: 3 clusters Score -86003.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -86008.703125 Penalty: 682.849548
	Iteration 13Q: 3 clusters Score -86008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -86011.507812 Penalty: 682.849548
	Iteration 14Q: 3 clusters Score -86011.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -86012.625000 Penalty: 682.849548
	Iteration 15Q: 3 clusters Score -86012.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -86013.062500 Penalty: 682.849548
	Iteration 16Q: 3 clusters Score -86013.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -86013.414062 Penalty: 682.849548
	Iteration 17Q: 3 clusters Score -86013.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -86014.328125 Penalty: 682.849548
	Iteration 18Q: 3 clusters Score -86014.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -86014.414062 Penalty: 682.849548
	Iteration 19Q: 3 clusters Score -86014.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -86014.414062 Penalty: 682.849548
	Iteration 20F: 3 clusters Score -86014.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2697.037354 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2697.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2523.026855 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2523.027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2556.866211 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2556.866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2573.993652 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -2573.994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2576.988037 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2576.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2578.238037 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -2578.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2578.238037 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -2578.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5356.062988 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5356.063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5395.235840 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5395.236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5406.927734 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5406.928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5417.567871 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5417.568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5423.736328 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5423.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5423.736328 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5423.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10852.891602 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10852.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10915.930664 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10915.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10953.041016 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10953.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10969.793945 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -10969.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10972.507812 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10972.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10973.031250 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10973.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10973.031250 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -10973.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -27775.824219 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -27775.82 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 301 members 
Entering Unmasked Estep 
Score: -27227.011719 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -27227.01 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27368.759766 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -27368.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27406.333984 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -27406.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27435.455078 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -27435.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27456.121094 Penalty: 582.272156
	Iteration 4Q: 3 clusters Score -27456.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27474.916016 Penalty: 582.272156
	Iteration 5Q: 3 clusters Score -27474.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27503.189453 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -27503.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27539.181641 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -27539.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27570.025391 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -27570.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27605.724609 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -27605.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27630.744141 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -27630.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27655.232422 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -27655.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27665.484375 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -27665.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27670.337891 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -27670.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27681.283203 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -27681.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27690.494141 Penalty: 582.272156
	Iteration 15Q: 3 clusters Score -27690.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27692.185547 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -27692.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27692.185547 Penalty: 582.272156
	Iteration 17F: 3 clusters Score -27692.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Entering Unmasked Estep 
Score: -2388966.500000 Penalty: 491.583588
	Iteration 0F: 2 clusters Score -2388966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2355952.000000 Penalty: 983.167175
	Iteration 0F: 3 clusters Score -2355952 nChanged 23754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2369488.750000 Penalty: 983.167175
	Iteration 1F: 3 clusters Score -2369489 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2369864.500000 Penalty: 983.167175
	Iteration 2Q: 3 clusters Score -2369864 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2370538.500000 Penalty: 983.167175
	Iteration 3Q: 3 clusters Score -2370538 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2371787.500000 Penalty: 983.167175
	Iteration 4F: 3 clusters Score -2371788 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2374023.750000 Penalty: 983.167175
	Iteration 5F: 3 clusters Score -2374024 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2377475.000000 Penalty: 983.167175
	Iteration 6F: 3 clusters Score -2377475 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2381253.000000 Penalty: 983.167175
	Iteration 7F: 3 clusters Score -2381253 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2383988.750000 Penalty: 983.167175
	Iteration 8F: 3 clusters Score -2383989 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2385523.750000 Penalty: 983.167175
	Iteration 9Q: 3 clusters Score -2385524 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2386389.500000 Penalty: 983.167175
	Iteration 10Q: 3 clusters Score -2386390 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2386984.250000 Penalty: 983.167175
	Iteration 11Q: 3 clusters Score -2386984 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2387422.750000 Penalty: 983.167175
	Iteration 12Q: 3 clusters Score -2387423 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2387737.500000 Penalty: 983.167175
	Iteration 13Q: 3 clusters Score -2387738 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2387943.250000 Penalty: 983.167175
	Iteration 14Q: 3 clusters Score -2387943 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2388087.500000 Penalty: 983.167175
	Iteration 15Q: 3 clusters Score -2388088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2388189.750000 Penalty: 983.167175
	Iteration 16Q: 3 clusters Score -2388190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2388268.750000 Penalty: 983.167175
	Iteration 17Q: 3 clusters Score -2388269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2388324.500000 Penalty: 983.167175
	Iteration 18Q: 3 clusters Score -2388324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2388379.750000 Penalty: 983.167175
	Iteration 19Q: 3 clusters Score -2388380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2388409.500000 Penalty: 983.167175
	Iteration 20F: 3 clusters Score -2388410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2388443.000000 Penalty: 983.167175
	Iteration 21Q: 3 clusters Score -2388443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2388470.750000 Penalty: 983.167175
	Iteration 22Q: 3 clusters Score -2388471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2388490.000000 Penalty: 983.167175
	Iteration 23Q: 3 clusters Score -2388490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2388503.750000 Penalty: 983.167175
	Iteration 24Q: 3 clusters Score -2388504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2388523.750000 Penalty: 983.167175
	Iteration 25Q: 3 clusters Score -2388524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2388521.000000 Penalty: 983.167175
	Iteration 26Q: 3 clusters Score -2388521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2388521.000000 Penalty: 983.167175
	Iteration 27Q: 3 clusters Score -2388521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2388524.750000 Penalty: 983.167175
	Iteration 28Q: 3 clusters Score -2388525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2388524.000000 Penalty: 983.167175
	Iteration 29Q: 3 clusters Score -2388524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2388525.750000 Penalty: 983.167175
	Iteration 30Q: 3 clusters Score -2388526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2388528.500000 Penalty: 983.167175
	Iteration 31Q: 3 clusters Score -2388528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2388531.500000 Penalty: 983.167175
	Iteration 32Q: 3 clusters Score -2388532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2388534.750000 Penalty: 983.167175
	Iteration 33Q: 3 clusters Score -2388535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2388537.750000 Penalty: 983.167175
	Iteration 34Q: 3 clusters Score -2388538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2388540.250000 Penalty: 983.167175
	Iteration 35Q: 3 clusters Score -2388540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2388542.000000 Penalty: 983.167175
	Iteration 36Q: 3 clusters Score -2388542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2388546.500000 Penalty: 983.167175
	Iteration 37Q: 3 clusters Score -2388546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2388544.250000 Penalty: 983.167175
	Iteration 38Q: 3 clusters Score -2388544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2388549.250000 Penalty: 983.167175
	Iteration 39Q: 3 clusters Score -2388549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2388547.750000 Penalty: 983.167175
	Iteration 40F: 3 clusters Score -2388548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2388549.500000 Penalty: 983.167175
	Iteration 41Q: 3 clusters Score -2388550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2388549.250000 Penalty: 983.167175
	Iteration 42Q: 3 clusters Score -2388549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2388549.250000 Penalty: 983.167175
	Iteration 43F: 3 clusters Score -2388549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -28505.527344 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -28505.53 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 295 members 
Entering Unmasked Estep 
Score: -27958.019531 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -27958.02 nChanged 209
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: -28103.308594 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -28103.31 nChanged 40
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: -28126.396484 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -28126.4 nChanged 23
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: -28135.458984 Penalty: 584.219543
	Iteration 3Q: 3 clusters Score -28135.46 nChanged 12
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: -28140.763672 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -28140.76 nChanged 9
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: -28144.611328 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -28144.61 nChanged 6
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: -28148.636719 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -28148.64 nChanged 9
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: -28158.251953 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -28158.25 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: -28160.419922 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -28160.42 nChanged 2
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: -28161.089844 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -28161.09 nChanged 0
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: -28161.089844 Penalty: 584.219543
	Iteration 10F: 3 clusters Score -28161.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -79819.203125 Penalty: 342.318390
	Iteration 0F: 2 clusters Score -79819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -78452.125000 Penalty: 684.636780
	Iteration 0F: 3 clusters Score -78452.12 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -78936.460938 Penalty: 684.636780
	Iteration 1F: 3 clusters Score -78936.46 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78978.273438 Penalty: 684.636780
	Iteration 2F: 3 clusters Score -78978.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -79003.171875 Penalty: 684.636780
	Iteration 3Q: 3 clusters Score -79003.17 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -79021.851562 Penalty: 684.636780
	Iteration 4Q: 3 clusters Score -79021.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -79037.062500 Penalty: 684.636780
	Iteration 5Q: 3 clusters Score -79037.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -79048.359375 Penalty: 684.636780
	Iteration 6Q: 3 clusters Score -79048.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -79057.820312 Penalty: 684.636780
	Iteration 7Q: 3 clusters Score -79057.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -79065.210938 Penalty: 684.636780
	Iteration 8Q: 3 clusters Score -79065.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -79071.882812 Penalty: 684.636780
	Iteration 9Q: 3 clusters Score -79071.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -79074.921875 Penalty: 684.636780
	Iteration 10Q: 3 clusters Score -79074.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79076.164062 Penalty: 684.636780
	Iteration 11Q: 3 clusters Score -79076.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79077.351562 Penalty: 684.636780
	Iteration 12Q: 3 clusters Score -79077.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79078.601562 Penalty: 684.636780
	Iteration 13Q: 3 clusters Score -79078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -79081.492188 Penalty: 684.636780
	Iteration 14Q: 3 clusters Score -79081.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -79084.171875 Penalty: 684.636780
	Iteration 15Q: 3 clusters Score -79084.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -79089.234375 Penalty: 684.636780
	Iteration 16Q: 3 clusters Score -79089.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79098.914062 Penalty: 684.636780
	Iteration 17Q: 3 clusters Score -79098.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -79111.257812 Penalty: 684.636780
	Iteration 18Q: 3 clusters Score -79111.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -79127.031250 Penalty: 684.636780
	Iteration 19Q: 3 clusters Score -79127.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -79148.695312 Penalty: 684.636780
	Iteration 20F: 3 clusters Score -79148.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -79177.937500 Penalty: 684.636780
	Iteration 21Q: 3 clusters Score -79177.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -79202.828125 Penalty: 684.636780
	Iteration 22Q: 3 clusters Score -79202.83 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -79228.007812 Penalty: 684.636780
	Iteration 23Q: 3 clusters Score -79228.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -79258.898438 Penalty: 684.636780
	Iteration 24Q: 3 clusters Score -79258.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -79282.890625 Penalty: 684.636780
	Iteration 25Q: 3 clusters Score -79282.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -79303.578125 Penalty: 684.636780
	Iteration 26Q: 3 clusters Score -79303.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79320.046875 Penalty: 684.636780
	Iteration 27Q: 3 clusters Score -79320.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79332.671875 Penalty: 684.636780
	Iteration 28Q: 3 clusters Score -79332.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79344.250000 Penalty: 684.636780
	Iteration 29Q: 3 clusters Score -79344.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79356.921875 Penalty: 684.636780
	Iteration 30Q: 3 clusters Score -79356.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79366.382812 Penalty: 684.636780
	Iteration 31Q: 3 clusters Score -79366.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79375.007812 Penalty: 684.636780
	Iteration 32Q: 3 clusters Score -79375.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79387.578125 Penalty: 684.636780
	Iteration 33Q: 3 clusters Score -79387.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79402.921875 Penalty: 684.636780
	Iteration 34Q: 3 clusters Score -79402.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79421.289062 Penalty: 684.636780
	Iteration 35Q: 3 clusters Score -79421.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79447.687500 Penalty: 684.636780
	Iteration 36Q: 3 clusters Score -79447.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79474.953125 Penalty: 684.636780
	Iteration 37Q: 3 clusters Score -79474.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79501.664062 Penalty: 684.636780
	Iteration 38Q: 3 clusters Score -79501.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79520.117188 Penalty: 684.636780
	Iteration 39Q: 3 clusters Score -79520.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79542.937500 Penalty: 684.636780
	Iteration 40F: 3 clusters Score -79542.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -79573.000000 Penalty: 684.636780
	Iteration 41Q: 3 clusters Score -79573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79603.968750 Penalty: 684.636780
	Iteration 42Q: 3 clusters Score -79603.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79623.492188 Penalty: 684.636780
	Iteration 43Q: 3 clusters Score -79623.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79637.531250 Penalty: 684.636780
	Iteration 44Q: 3 clusters Score -79637.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79649.398438 Penalty: 684.636780
	Iteration 45Q: 3 clusters Score -79649.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79661.726562 Penalty: 684.636780
	Iteration 46Q: 3 clusters Score -79661.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79671.882812 Penalty: 684.636780
	Iteration 47Q: 3 clusters Score -79671.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79680.601562 Penalty: 684.636780
	Iteration 48Q: 3 clusters Score -79680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79688.523438 Penalty: 684.636780
	Iteration 49Q: 3 clusters Score -79688.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79697.132812 Penalty: 684.636780
	Iteration 50Q: 3 clusters Score -79697.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79702.320312 Penalty: 684.636780
	Iteration 51Q: 3 clusters Score -79702.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79708.070312 Penalty: 684.636780
	Iteration 52Q: 3 clusters Score -79708.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79710.757812 Penalty: 684.636780
	Iteration 53Q: 3 clusters Score -79710.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79714.007812 Penalty: 684.636780
	Iteration 54Q: 3 clusters Score -79714.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79723.687500 Penalty: 684.636780
	Iteration 55Q: 3 clusters Score -79723.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79729.054688 Penalty: 684.636780
	Iteration 56Q: 3 clusters Score -79729.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79732.546875 Penalty: 684.636780
	Iteration 57Q: 3 clusters Score -79732.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79735.554688 Penalty: 684.636780
	Iteration 58Q: 3 clusters Score -79735.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79737.992188 Penalty: 684.636780
	Iteration 59Q: 3 clusters Score -79737.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79744.820312 Penalty: 684.636780
	Iteration 60F: 3 clusters Score -79744.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79750.898438 Penalty: 684.636780
	Iteration 61Q: 3 clusters Score -79750.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79756.234375 Penalty: 684.636780
	Iteration 62Q: 3 clusters Score -79756.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -79759.507812 Penalty: 684.636780
	Iteration 63Q: 3 clusters Score -79759.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79762.085938 Penalty: 684.636780
	Iteration 64Q: 3 clusters Score -79762.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79764.554688 Penalty: 684.636780
	Iteration 65Q: 3 clusters Score -79764.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79766.375000 Penalty: 684.636780
	Iteration 66Q: 3 clusters Score -79766.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79767.625000 Penalty: 684.636780
	Iteration 67Q: 3 clusters Score -79767.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -79768.140625 Penalty: 684.636780
	Iteration 68Q: 3 clusters Score -79768.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -79768.601562 Penalty: 684.636780
	Iteration 69Q: 3 clusters Score -79768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -79768.648438 Penalty: 684.636780
	Iteration 70Q: 3 clusters Score -79768.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -79768.882812 Penalty: 684.636780
	Iteration 71Q: 3 clusters Score -79768.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -79769.304688 Penalty: 684.636780
	Iteration 72Q: 3 clusters Score -79769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -79770.070312 Penalty: 684.636780
	Iteration 73Q: 3 clusters Score -79770.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -79770.445312 Penalty: 684.636780
	Iteration 74Q: 3 clusters Score -79770.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79770.765625 Penalty: 684.636780
	Iteration 75Q: 3 clusters Score -79770.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79770.765625 Penalty: 684.636780
	Iteration 76F: 3 clusters Score -79770.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -732294.687500 Penalty: 434.050507
	Iteration 0F: 2 clusters Score -732294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -723015.937500 Penalty: 868.101013
	Iteration 0F: 3 clusters Score -723015.9 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -726765.250000 Penalty: 868.101013
	Iteration 1F: 3 clusters Score -726765.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -726914.187500 Penalty: 868.101013
	Iteration 2Q: 3 clusters Score -726914.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -727147.750000 Penalty: 868.101013
	Iteration 3Q: 3 clusters Score -727147.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -727516.812500 Penalty: 868.101013
	Iteration 4Q: 3 clusters Score -727516.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -728082.687500 Penalty: 868.101013
	Iteration 5F: 3 clusters Score -728082.7 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -728915.500000 Penalty: 868.101013
	Iteration 6F: 3 clusters Score -728915.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -729836.937500 Penalty: 868.101013
	Iteration 7F: 3 clusters Score -729836.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -730485.750000 Penalty: 868.101013
	Iteration 8Q: 3 clusters Score -730485.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -730880.125000 Penalty: 868.101013
	Iteration 9Q: 3 clusters Score -730880.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -731105.375000 Penalty: 868.101013
	Iteration 10Q: 3 clusters Score -731105.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -731271.750000 Penalty: 868.101013
	Iteration 11Q: 3 clusters Score -731271.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -731396.187500 Penalty: 868.101013
	Iteration 12Q: 3 clusters Score -731396.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -731510.000000 Penalty: 868.101013
	Iteration 13Q: 3 clusters Score -731510 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -731608.062500 Penalty: 868.101013
	Iteration 14Q: 3 clusters Score -731608.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -731683.875000 Penalty: 868.101013
	Iteration 15Q: 3 clusters Score -731683.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -731753.812500 Penalty: 868.101013
	Iteration 16Q: 3 clusters Score -731753.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -731800.875000 Penalty: 868.101013
	Iteration 17Q: 3 clusters Score -731800.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -731839.312500 Penalty: 868.101013
	Iteration 18Q: 3 clusters Score -731839.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -731865.687500 Penalty: 868.101013
	Iteration 19Q: 3 clusters Score -731865.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -731879.812500 Penalty: 868.101013
	Iteration 20F: 3 clusters Score -731879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -731894.000000 Penalty: 868.101013
	Iteration 21Q: 3 clusters Score -731894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -731902.437500 Penalty: 868.101013
	Iteration 22Q: 3 clusters Score -731902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -731905.937500 Penalty: 868.101013
	Iteration 23Q: 3 clusters Score -731905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -731908.687500 Penalty: 868.101013
	Iteration 24Q: 3 clusters Score -731908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -731913.437500 Penalty: 868.101013
	Iteration 25Q: 3 clusters Score -731913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -731916.125000 Penalty: 868.101013
	Iteration 26Q: 3 clusters Score -731916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -731918.437500 Penalty: 868.101013
	Iteration 27Q: 3 clusters Score -731918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -731919.937500 Penalty: 868.101013
	Iteration 28Q: 3 clusters Score -731919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -731919.750000 Penalty: 868.101013
	Iteration 29Q: 3 clusters Score -731919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -731920.062500 Penalty: 868.101013
	Iteration 30Q: 3 clusters Score -731920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -731919.625000 Penalty: 868.101013
	Iteration 31Q: 3 clusters Score -731919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -731919.625000 Penalty: 868.101013
	Iteration 32F: 3 clusters Score -731919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6001.140137 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6001.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6049.321289 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6049.321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6062.942383 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6062.942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6065.151855 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6065.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6066.357422 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6066.357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6066.357422 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6066.357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5823.644531 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5823.645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5907.590820 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5907.591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5920.455566 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5920.456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5942.055176 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -5942.055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5967.002930 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -5967.003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5995.966797 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -5995.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5996.913574 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5996.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5999.793945 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -5999.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5999.793945 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -5999.794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 82771 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 329457 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49219 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 13899 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299064.000000 Penalty: 14394.557617
Iteration 239Q: 25 clusters Score -2.529906e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 6764 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 82668 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 329698 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 49049 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 13955 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299064.000000 Penalty: 14394.557617
Iteration 240F: 25 clusters Score -2.529906e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 82544 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 329950 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48890 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298990.000000 Penalty: 14394.557617
Iteration 241Q: 25 clusters Score -2.529899e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 82426 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4961 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 330177 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48746 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 14064 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299014.000000 Penalty: 14394.557617
Iteration 242Q: 25 clusters Score -2.529901e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 82300 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4973 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 330399 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48606 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 14127 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299044.000000 Penalty: 14394.557617
Iteration 243Q: 25 clusters Score -2.529904e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 3 contains 4670 members 
Mstep: Class 4 contains 82156 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 6236 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 330607 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48500 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14180 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299008.000000 Penalty: 14394.557617
Iteration 244Q: 25 clusters Score -2.529901e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 81992 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5010 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 330854 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48392 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14247 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299062.000000 Penalty: 14394.557617
Iteration 245Q: 25 clusters Score -2.529906e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 4666 members 
Mstep: Class 4 contains 81854 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4333 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 331087 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48274 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14317 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299116.000000 Penalty: 14394.557617
Iteration 246Q: 25 clusters Score -2.529912e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 4674 members 
Mstep: Class 4 contains 81713 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 6241 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 331316 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 48138 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14388 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299046.000000 Penalty: 14394.557617
Iteration 247Q: 25 clusters Score -2.529905e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6728 members 
Mstep: Class 3 contains 4671 members 
Mstep: Class 4 contains 81583 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5043 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4322 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 331542 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 48002 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14468 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299038.000000 Penalty: 14394.557617
Iteration 248Q: 25 clusters Score -2.529904e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 81471 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 331743 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 47872 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14540 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299032.000000 Penalty: 14394.557617
Iteration 249Q: 25 clusters Score -2.529903e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 81346 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4324 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 331976 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 47731 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 14601 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299032.000000 Penalty: 14394.557617
Iteration 250Q: 25 clusters Score -2.529903e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 81220 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 6243 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5081 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4319 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 332201 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 47617 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14661 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298994.000000 Penalty: 14394.557617
Iteration 251Q: 25 clusters Score -2.529899e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6697 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 81101 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 332413 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 47507 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14725 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299052.000000 Penalty: 14394.557617
Iteration 252Q: 25 clusters Score -2.529905e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6692 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 80978 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 6240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 332670 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 47370 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 14777 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299112.000000 Penalty: 14394.557617
Iteration 253Q: 25 clusters Score -2.529911e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 4 contains 80861 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 6239 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 332932 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 47221 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 14834 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299142.000000 Penalty: 14394.557617
Iteration 254Q: 25 clusters Score -2.529914e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 4688 members 
Mstep: Class 4 contains 80738 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5118 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 333175 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 47079 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299246.000000 Penalty: 14394.557617
Iteration 255Q: 25 clusters Score -2.529925e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 80627 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 333403 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46951 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1850 members 
Mstep: Class 22 contains 14975 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299266.000000 Penalty: 14394.557617
Iteration 256Q: 25 clusters Score -2.529927e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 80495 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 333648 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46817 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 15049 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299294.000000 Penalty: 14394.557617
Iteration 257Q: 25 clusters Score -2.529929e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 4697 members 
Mstep: Class 4 contains 80377 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 6214 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 333881 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46655 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299314.000000 Penalty: 14394.557617
Iteration 258Q: 25 clusters Score -2.529931e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 6682 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 80258 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 6212 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 334145 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46489 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 15189 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299236.000000 Penalty: 14394.557617
Iteration 259Q: 25 clusters Score -2.529924e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 80147 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 6210 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 334388 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46336 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299086.000000 Penalty: 14394.557617
Iteration 260F: 25 clusters Score -2.529909e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 80046 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 334601 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46173 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 15327 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299122.000000 Penalty: 14394.557617
Iteration 261Q: 25 clusters Score -2.529912e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 79972 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 334758 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 46057 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1855 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299026.000000 Penalty: 14394.557617
Iteration 262Q: 25 clusters Score -2.529903e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 79881 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 6200 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 334937 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45945 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 15480 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299032.000000 Penalty: 14394.557617
Iteration 263Q: 25 clusters Score -2.529903e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 4724 members 
Mstep: Class 4 contains 79790 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 335108 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45843 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298962.000000 Penalty: 14394.557617
Iteration 264Q: 25 clusters Score -2.529896e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 79706 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 335289 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45720 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 15624 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298900.000000 Penalty: 14394.557617
Iteration 265Q: 25 clusters Score -2.52989e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6646 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 79625 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5211 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 335469 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45597 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 15687 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298900.000000 Penalty: 14394.557617
Iteration 266Q: 25 clusters Score -2.52989e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 79536 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 6174 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 335662 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45460 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 15759 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298812.000000 Penalty: 14394.557617
Iteration 267Q: 25 clusters Score -2.529881e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 79426 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 335871 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45322 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 15832 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298734.000000 Penalty: 14394.557617
Iteration 268Q: 25 clusters Score -2.529873e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 4764 members 
Mstep: Class 4 contains 79313 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 336070 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45192 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 15912 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298718.000000 Penalty: 14394.557617
Iteration 269Q: 25 clusters Score -2.529872e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 6630 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 79187 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 6169 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 336289 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 45065 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 15978 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298636.000000 Penalty: 14394.557617
Iteration 270Q: 25 clusters Score -2.529864e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 79054 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 336497 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44936 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1864 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298524.000000 Penalty: 14394.557617
Iteration 271Q: 25 clusters Score -2.529852e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 6623 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 78915 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 336714 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44817 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 16127 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298468.000000 Penalty: 14394.557617
Iteration 272Q: 25 clusters Score -2.529847e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 78792 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 336923 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44661 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16217 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298358.000000 Penalty: 14394.557617
Iteration 273Q: 25 clusters Score -2.529836e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 78675 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 337099 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44519 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16310 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298322.000000 Penalty: 14394.557617
Iteration 274Q: 25 clusters Score -2.529832e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 78569 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 337284 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44372 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298300.000000 Penalty: 14394.557617
Iteration 275Q: 25 clusters Score -2.52983e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 4905 members 
Mstep: Class 4 contains 78459 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 337484 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44219 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16480 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298270.000000 Penalty: 14394.557617
Iteration 276Q: 25 clusters Score -2.529827e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 78343 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 337669 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 44090 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 16570 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298248.000000 Penalty: 14394.557617
Iteration 277Q: 25 clusters Score -2.529825e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 78261 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 337828 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43956 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298188.000000 Penalty: 14394.557617
Iteration 278Q: 25 clusters Score -2.529819e+07 nChanged 552
Entering ConstructFrom: 
Score: -25298188.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (16404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Entering Unmasked Estep 
Score: -773137.625000 Penalty: 441.590240
	Iteration 0F: 2 clusters Score -773137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -762180.375000 Penalty: 883.180481
	Iteration 0F: 3 clusters Score -762180.4 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -766867.000000 Penalty: 883.180481
	Iteration 1F: 3 clusters Score -766867 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -767533.750000 Penalty: 883.180481
	Iteration 2F: 3 clusters Score -767533.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -768727.062500 Penalty: 883.180481
	Iteration 3F: 3 clusters Score -768727.1 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -770342.187500 Penalty: 883.180481
	Iteration 4F: 3 clusters Score -770342.2 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -771754.500000 Penalty: 883.180481
	Iteration 5F: 3 clusters Score -771754.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -772470.687500 Penalty: 883.180481
	Iteration 6Q: 3 clusters Score -772470.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -772682.687500 Penalty: 883.180481
	Iteration 7Q: 3 clusters Score -772682.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -772740.750000 Penalty: 883.180481
	Iteration 8Q: 3 clusters Score -772740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -772767.312500 Penalty: 883.180481
	Iteration 9Q: 3 clusters Score -772767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -772775.125000 Penalty: 883.180481
	Iteration 10Q: 3 clusters Score -772775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -772774.875000 Penalty: 883.180481
	Iteration 11Q: 3 clusters Score -772774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -772774.875000 Penalty: 883.180481
	Iteration 12F: 3 clusters Score -772774.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -313746.375000 Penalty: 400.116272
	Iteration 0F: 2 clusters Score -313746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -309267.218750 Penalty: 800.232544
	Iteration 0F: 3 clusters Score -309267.2 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -311009.156250 Penalty: 800.232544
	Iteration 1F: 3 clusters Score -311009.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -311175.281250 Penalty: 800.232544
	Iteration 2F: 3 clusters Score -311175.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -311399.750000 Penalty: 800.232544
	Iteration 3F: 3 clusters Score -311399.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -311700.187500 Penalty: 800.232544
	Iteration 4F: 3 clusters Score -311700.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -312088.843750 Penalty: 800.232544
	Iteration 5F: 3 clusters Score -312088.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -312504.375000 Penalty: 800.232544
	Iteration 6F: 3 clusters Score -312504.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -312804.468750 Penalty: 800.232544
	Iteration 7Q: 3 clusters Score -312804.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -313008.468750 Penalty: 800.232544
	Iteration 8Q: 3 clusters Score -313008.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -313155.593750 Penalty: 800.232544
	Iteration 9Q: 3 clusters Score -313155.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -313240.906250 Penalty: 800.232544
	Iteration 10Q: 3 clusters Score -313240.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -313291.906250 Penalty: 800.232544
	Iteration 11Q: 3 clusters Score -313291.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -313327.562500 Penalty: 800.232544
	Iteration 12Q: 3 clusters Score -313327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -313342.875000 Penalty: 800.232544
	Iteration 13Q: 3 clusters Score -313342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -313352.406250 Penalty: 800.232544
	Iteration 14Q: 3 clusters Score -313352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -313365.406250 Penalty: 800.232544
	Iteration 15Q: 3 clusters Score -313365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -313373.531250 Penalty: 800.232544
	Iteration 16Q: 3 clusters Score -313373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -313376.343750 Penalty: 800.232544
	Iteration 17Q: 3 clusters Score -313376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -313379.562500 Penalty: 800.232544
	Iteration 18Q: 3 clusters Score -313379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -313385.500000 Penalty: 800.232544
	Iteration 19Q: 3 clusters Score -313385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -313392.906250 Penalty: 800.232544
	Iteration 20F: 3 clusters Score -313392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -313396.906250 Penalty: 800.232544
	Iteration 21Q: 3 clusters Score -313396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -313403.656250 Penalty: 800.232544
	Iteration 22Q: 3 clusters Score -313403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -313407.281250 Penalty: 800.232544
	Iteration 23Q: 3 clusters Score -313407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -313407.812500 Penalty: 800.232544
	Iteration 24Q: 3 clusters Score -313407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -313409.531250 Penalty: 800.232544
	Iteration 25Q: 3 clusters Score -313409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -313409.531250 Penalty: 800.232544
	Iteration 26F: 3 clusters Score -313409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -257788.531250 Penalty: 387.084198
	Iteration 0F: 2 clusters Score -257788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -254466.890625 Penalty: 774.168396
	Iteration 0F: 3 clusters Score -254466.9 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -255672.546875 Penalty: 774.168396
	Iteration 1F: 3 clusters Score -255672.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -255792.265625 Penalty: 774.168396
	Iteration 2F: 3 clusters Score -255792.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -255907.687500 Penalty: 774.168396
	Iteration 3F: 3 clusters Score -255907.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -256045.796875 Penalty: 774.168396
	Iteration 4Q: 3 clusters Score -256045.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -256227.562500 Penalty: 774.168396
	Iteration 5F: 3 clusters Score -256227.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -256459.703125 Penalty: 774.168396
	Iteration 6F: 3 clusters Score -256459.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -256643.796875 Penalty: 774.168396
	Iteration 7F: 3 clusters Score -256643.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -256723.671875 Penalty: 774.168396
	Iteration 8Q: 3 clusters Score -256723.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -256761.312500 Penalty: 774.168396
	Iteration 9Q: 3 clusters Score -256761.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -256785.281250 Penalty: 774.168396
	Iteration 10Q: 3 clusters Score -256785.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -256808.875000 Penalty: 774.168396
	Iteration 11Q: 3 clusters Score -256808.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -256832.015625 Penalty: 774.168396
	Iteration 12Q: 3 clusters Score -256832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -256857.093750 Penalty: 774.168396
	Iteration 13Q: 3 clusters Score -256857.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -256873.546875 Penalty: 774.168396
	Iteration 14Q: 3 clusters Score -256873.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -256891.890625 Penalty: 774.168396
	Iteration 15Q: 3 clusters Score -256891.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -256910.109375 Penalty: 774.168396
	Iteration 16Q: 3 clusters Score -256910.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -256928.218750 Penalty: 774.168396
	Iteration 17Q: 3 clusters Score -256928.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -256944.562500 Penalty: 774.168396
	Iteration 18Q: 3 clusters Score -256944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -256961.687500 Penalty: 774.168396
	Iteration 19Q: 3 clusters Score -256961.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -256977.718750 Penalty: 774.168396
	Iteration 20F: 3 clusters Score -256977.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -256986.328125 Penalty: 774.168396
	Iteration 21Q: 3 clusters Score -256986.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -256993.046875 Penalty: 774.168396
	Iteration 22Q: 3 clusters Score -256993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -257000.875000 Penalty: 774.168396
	Iteration 23Q: 3 clusters Score -257000.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -257010.296875 Penalty: 774.168396
	Iteration 24Q: 3 clusters Score -257010.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -257019.812500 Penalty: 774.168396
	Iteration 25Q: 3 clusters Score -257019.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -257025.937500 Penalty: 774.168396
	Iteration 26Q: 3 clusters Score -257025.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -257031.625000 Penalty: 774.168396
	Iteration 27Q: 3 clusters Score -257031.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -257037.921875 Penalty: 774.168396
	Iteration 28Q: 3 clusters Score -257037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -257043.968750 Penalty: 774.168396
	Iteration 29Q: 3 clusters Score -257044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -257049.953125 Penalty: 774.168396
	Iteration 30Q: 3 clusters Score -257050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -257055.953125 Penalty: 774.168396
	Iteration 31Q: 3 clusters Score -257056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -257063.421875 Penalty: 774.168396
	Iteration 32Q: 3 clusters Score -257063.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -257068.187500 Penalty: 774.168396
	Iteration 33Q: 3 clusters Score -257068.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -257072.453125 Penalty: 774.168396
	Iteration 34Q: 3 clusters Score -257072.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -257076.234375 Penalty: 774.168396
	Iteration 35Q: 3 clusters Score -257076.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -257080.796875 Penalty: 774.168396
	Iteration 36Q: 3 clusters Score -257080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -257083.671875 Penalty: 774.168396
	Iteration 37Q: 3 clusters Score -257083.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -257085.375000 Penalty: 774.168396
	Iteration 38Q: 3 clusters Score -257085.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -257088.156250 Penalty: 774.168396
	Iteration 39Q: 3 clusters Score -257088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -257090.203125 Penalty: 774.168396
	Iteration 40F: 3 clusters Score -257090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -257091.156250 Penalty: 774.168396
	Iteration 41Q: 3 clusters Score -257091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -257091.859375 Penalty: 774.168396
	Iteration 42Q: 3 clusters Score -257091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -257093.281250 Penalty: 774.168396
	Iteration 43Q: 3 clusters Score -257093.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -257094.625000 Penalty: 774.168396
	Iteration 44Q: 3 clusters Score -257094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -257095.406250 Penalty: 774.168396
	Iteration 45Q: 3 clusters Score -257095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -257096.093750 Penalty: 774.168396
	Iteration 46Q: 3 clusters Score -257096.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -257096.812500 Penalty: 774.168396
	Iteration 47Q: 3 clusters Score -257096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -257097.687500 Penalty: 774.168396
	Iteration 48Q: 3 clusters Score -257097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -257098.156250 Penalty: 774.168396
	Iteration 49Q: 3 clusters Score -257098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -257098.640625 Penalty: 774.168396
	Iteration 50Q: 3 clusters Score -257098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -257099.468750 Penalty: 774.168396
	Iteration 51Q: 3 clusters Score -257099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -257100.031250 Penalty: 774.168396
	Iteration 52Q: 3 clusters Score -257100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -257100.421875 Penalty: 774.168396
	Iteration 53Q: 3 clusters Score -257100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -257101.812500 Penalty: 774.168396
	Iteration 54Q: 3 clusters Score -257101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -257102.812500 Penalty: 774.168396
	Iteration 55Q: 3 clusters Score -257102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -257103.781250 Penalty: 774.168396
	Iteration 56Q: 3 clusters Score -257103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -257105.421875 Penalty: 774.168396
	Iteration 57Q: 3 clusters Score -257105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -257106.250000 Penalty: 774.168396
	Iteration 58Q: 3 clusters Score -257106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -257107.312500 Penalty: 774.168396
	Iteration 59Q: 3 clusters Score -257107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -257107.781250 Penalty: 774.168396
	Iteration 60F: 3 clusters Score -257107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -257108.156250 Penalty: 774.168396
	Iteration 61Q: 3 clusters Score -257108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -257108.343750 Penalty: 774.168396
	Iteration 62Q: 3 clusters Score -257108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -257108.343750 Penalty: 774.168396
	Iteration 63F: 3 clusters Score -257108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (78179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Entering Unmasked Estep 
Score: -3959227.750000 Penalty: 512.637390
	Iteration 0F: 2 clusters Score -3959228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3906560.250000 Penalty: 1025.274780
	Iteration 0F: 3 clusters Score -3906560 nChanged 38039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -3932128.500000 Penalty: 1025.274780
	Iteration 1F: 3 clusters Score -3932128 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -3934612.000000 Penalty: 1025.274780
	Iteration 2F: 3 clusters Score -3934612 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -3937272.000000 Penalty: 1025.274780
	Iteration 3F: 3 clusters Score -3937272 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -3940081.750000 Penalty: 1025.274780
	Iteration 4F: 3 clusters Score -3940082 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -3943093.250000 Penalty: 1025.274780
	Iteration 5F: 3 clusters Score -3943093 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -3945918.500000 Penalty: 1025.274780
	Iteration 6Q: 3 clusters Score -3945918 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -3948122.250000 Penalty: 1025.274780
	Iteration 7Q: 3 clusters Score -3948122 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -3949576.500000 Penalty: 1025.274780
	Iteration 8Q: 3 clusters Score -3949576 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -3950725.750000 Penalty: 1025.274780
	Iteration 9Q: 3 clusters Score -3950726 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -3951831.500000 Penalty: 1025.274780
	Iteration 10Q: 3 clusters Score -3951832 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -3952931.000000 Penalty: 1025.274780
	Iteration 11Q: 3 clusters Score -3952931 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -3953907.000000 Penalty: 1025.274780
	Iteration 12Q: 3 clusters Score -3953907 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -3954726.500000 Penalty: 1025.274780
	Iteration 13Q: 3 clusters Score -3954726 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -3955387.500000 Penalty: 1025.274780
	Iteration 14Q: 3 clusters Score -3955388 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -3955918.000000 Penalty: 1025.274780
	Iteration 15Q: 3 clusters Score -3955918 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -3956408.000000 Penalty: 1025.274780
	Iteration 16Q: 3 clusters Score -3956408 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -3956826.000000 Penalty: 1025.274780
	Iteration 17Q: 3 clusters Score -3956826 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -3957154.250000 Penalty: 1025.274780
	Iteration 18Q: 3 clusters Score -3957154 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -3957440.000000 Penalty: 1025.274780
	Iteration 19Q: 3 clusters Score -3957440 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -3957692.500000 Penalty: 1025.274780
	Iteration 20F: 3 clusters Score -3957692 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -3957883.250000 Penalty: 1025.274780
	Iteration 21Q: 3 clusters Score -3957883 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -3958051.000000 Penalty: 1025.274780
	Iteration 22Q: 3 clusters Score -3958051 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -3958177.250000 Penalty: 1025.274780
	Iteration 23Q: 3 clusters Score -3958177 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -3958286.000000 Penalty: 1025.274780
	Iteration 24Q: 3 clusters Score -3958286 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -3958355.250000 Penalty: 1025.274780
	Iteration 25Q: 3 clusters Score -3958355 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -3958435.750000 Penalty: 1025.274780
	Iteration 26Q: 3 clusters Score -3958436 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -3958491.250000 Penalty: 1025.274780
	Iteration 27Q: 3 clusters Score -3958491 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -3958556.000000 Penalty: 1025.274780
	Iteration 28Q: 3 clusters Score -3958556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -3958608.500000 Penalty: 1025.274780
	Iteration 29Q: 3 clusters Score -3958608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -3958645.750000 Penalty: 1025.274780
	Iteration 30Q: 3 clusters Score -3958646 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -3958662.000000 Penalty: 1025.274780
	Iteration 31Q: 3 clusters Score -3958662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -3958688.000000 Penalty: 1025.274780
	Iteration 32Q: 3 clusters Score -3958688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -3958709.250000 Penalty: 1025.274780
	Iteration 33Q: 3 clusters Score -3958709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -3958740.250000 Penalty: 1025.274780
	Iteration 34Q: 3 clusters Score -3958740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -3958752.500000 Penalty: 1025.274780
	Iteration 35Q: 3 clusters Score -3958752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -3958763.000000 Penalty: 1025.274780
	Iteration 36Q: 3 clusters Score -3958763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -3958768.750000 Penalty: 1025.274780
	Iteration 37Q: 3 clusters Score -3958769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -3958759.500000 Penalty: 1025.274780
	Iteration 38Q: 3 clusters Score -3958760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -3958767.000000 Penalty: 1025.274780
	Iteration 39Q: 3 clusters Score -3958767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -3958774.750000 Penalty: 1025.274780
	Iteration 40F: 3 clusters Score -3958775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -3958781.750000 Penalty: 1025.274780
	Iteration 41Q: 3 clusters Score -3958782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -3958790.000000 Penalty: 1025.274780
	Iteration 42Q: 3 clusters Score -3958790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -3958787.750000 Penalty: 1025.274780
	Iteration 43Q: 3 clusters Score -3958788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -3958796.250000 Penalty: 1025.274780
	Iteration 44Q: 3 clusters Score -3958796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -3958798.000000 Penalty: 1025.274780
	Iteration 45Q: 3 clusters Score -3958798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -3958802.250000 Penalty: 1025.274780
	Iteration 46Q: 3 clusters Score -3958802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -3958808.500000 Penalty: 1025.274780
	Iteration 47Q: 3 clusters Score -3958808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -3958811.000000 Penalty: 1025.274780
	Iteration 48Q: 3 clusters Score -3958811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -3958813.750000 Penalty: 1025.274780
	Iteration 49Q: 3 clusters Score -3958814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -3958815.750000 Penalty: 1025.274780
	Iteration 50Q: 3 clusters Score -3958816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -3958817.750000 Penalty: 1025.274780
	Iteration 51Q: 3 clusters Score -3958818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -3958816.250000 Penalty: 1025.274780
	Iteration 52Q: 3 clusters Score -3958816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -3958816.500000 Penalty: 1025.274780
	Iteration 53Q: 3 clusters Score -3958816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -3958818.500000 Penalty: 1025.274780
	Iteration 54Q: 3 clusters Score -3958818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -3958824.750000 Penalty: 1025.274780
	Iteration 55Q: 3 clusters Score -3958825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -3958823.000000 Penalty: 1025.274780
	Iteration 56Q: 3 clusters Score -3958823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -3958827.500000 Penalty: 1025.274780
	Iteration 57Q: 3 clusters Score -3958828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -3958828.250000 Penalty: 1025.274780
	Iteration 58Q: 3 clusters Score -3958828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -3958828.500000 Penalty: 1025.274780
	Iteration 59Q: 3 clusters Score -3958828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -3958828.500000 Penalty: 1025.274780
	Iteration 60F: 3 clusters Score -3958828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -3958834.500000 Penalty: 1025.274780
	Iteration 61Q: 3 clusters Score -3958834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -3958839.750000 Penalty: 1025.274780
	Iteration 62Q: 3 clusters Score -3958840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -3958840.500000 Penalty: 1025.274780
	Iteration 63Q: 3 clusters Score -3958840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -3958843.750000 Penalty: 1025.274780
	Iteration 64Q: 3 clusters Score -3958844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -3958845.000000 Penalty: 1025.274780
	Iteration 65Q: 3 clusters Score -3958845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -3958843.750000 Penalty: 1025.274780
	Iteration 66Q: 3 clusters Score -3958844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -3958843.750000 Penalty: 1025.274780
	Iteration 67F: 3 clusters Score -3958844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10431.427734 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10431.43 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10569.098633 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10569.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10600.834961 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10600.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10609.546875 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -10609.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10620.244141 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -10620.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10633.531250 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10633.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10642.626953 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10642.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10669.529297 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10669.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10679.505859 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10679.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10679.910156 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10679.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10679.910156 Penalty: 500.242279
	Iteration 10F: 3 clusters Score -10679.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -123130.179688 Penalty: 356.428802
	Iteration 0F: 2 clusters Score -123130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -121413.890625 Penalty: 712.857605
	Iteration 0F: 3 clusters Score -121413.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -122089.031250 Penalty: 712.857605
	Iteration 1F: 3 clusters Score -122089 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -122218.242188 Penalty: 712.857605
	Iteration 2F: 3 clusters Score -122218.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122342.578125 Penalty: 712.857605
	Iteration 3F: 3 clusters Score -122342.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122461.765625 Penalty: 712.857605
	Iteration 4F: 3 clusters Score -122461.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122572.539062 Penalty: 712.857605
	Iteration 5F: 3 clusters Score -122572.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -122663.242188 Penalty: 712.857605
	Iteration 6Q: 3 clusters Score -122663.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -122734.328125 Penalty: 712.857605
	Iteration 7Q: 3 clusters Score -122734.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -122795.796875 Penalty: 712.857605
	Iteration 8Q: 3 clusters Score -122795.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -122841.195312 Penalty: 712.857605
	Iteration 9Q: 3 clusters Score -122841.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -122878.789062 Penalty: 712.857605
	Iteration 10Q: 3 clusters Score -122878.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -122909.609375 Penalty: 712.857605
	Iteration 11Q: 3 clusters Score -122909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -122927.421875 Penalty: 712.857605
	Iteration 12Q: 3 clusters Score -122927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -122931.242188 Penalty: 712.857605
	Iteration 13Q: 3 clusters Score -122931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -122935.164062 Penalty: 712.857605
	Iteration 14Q: 3 clusters Score -122935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -122937.578125 Penalty: 712.857605
	Iteration 15Q: 3 clusters Score -122937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -122940.664062 Penalty: 712.857605
	Iteration 16Q: 3 clusters Score -122940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -122945.914062 Penalty: 712.857605
	Iteration 17Q: 3 clusters Score -122945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -122948.468750 Penalty: 712.857605
	Iteration 18Q: 3 clusters Score -122948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -122950.148438 Penalty: 712.857605
	Iteration 19Q: 3 clusters Score -122950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -122952.578125 Penalty: 712.857605
	Iteration 20F: 3 clusters Score -122952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -122953.109375 Penalty: 712.857605
	Iteration 21Q: 3 clusters Score -122953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -122953.109375 Penalty: 712.857605
	Iteration 22F: 3 clusters Score -122953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Entering Unmasked Estep 
Score: -282423.750000 Penalty: 396.988434
	Iteration 0F: 2 clusters Score -282423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -278239.843750 Penalty: 793.976868
	Iteration 0F: 3 clusters Score -278239.8 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -280047.718750 Penalty: 793.976868
	Iteration 1F: 3 clusters Score -280047.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -280443.437500 Penalty: 793.976868
	Iteration 2F: 3 clusters Score -280443.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -280914.531250 Penalty: 793.976868
	Iteration 3F: 3 clusters Score -280914.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -281315.937500 Penalty: 793.976868
	Iteration 4F: 3 clusters Score -281315.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -281546.718750 Penalty: 793.976868
	Iteration 5F: 3 clusters Score -281546.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281705.625000 Penalty: 793.976868
	Iteration 6Q: 3 clusters Score -281705.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -281801.437500 Penalty: 793.976868
	Iteration 7Q: 3 clusters Score -281801.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -281865.812500 Penalty: 793.976868
	Iteration 8Q: 3 clusters Score -281865.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -281908.906250 Penalty: 793.976868
	Iteration 9Q: 3 clusters Score -281908.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281941.593750 Penalty: 793.976868
	Iteration 10Q: 3 clusters Score -281941.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -281968.718750 Penalty: 793.976868
	Iteration 11Q: 3 clusters Score -281968.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -281992.906250 Penalty: 793.976868
	Iteration 12Q: 3 clusters Score -281992.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -282015.031250 Penalty: 793.976868
	Iteration 13Q: 3 clusters Score -282015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -282033.937500 Penalty: 793.976868
	Iteration 14Q: 3 clusters Score -282033.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -282050.562500 Penalty: 793.976868
	Iteration 15Q: 3 clusters Score -282050.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -282059.281250 Penalty: 793.976868
	Iteration 16Q: 3 clusters Score -282059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282065.281250 Penalty: 793.976868
	Iteration 17Q: 3 clusters Score -282065.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -282068.906250 Penalty: 793.976868
	Iteration 18Q: 3 clusters Score -282068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -282072.156250 Penalty: 793.976868
	Iteration 19Q: 3 clusters Score -282072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -282075.437500 Penalty: 793.976868
	Iteration 20F: 3 clusters Score -282075.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -282078.750000 Penalty: 793.976868
	Iteration 21Q: 3 clusters Score -282078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282083.375000 Penalty: 793.976868
	Iteration 22Q: 3 clusters Score -282083.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -282087.031250 Penalty: 793.976868
	Iteration 23Q: 3 clusters Score -282087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -282093.843750 Penalty: 793.976868
	Iteration 24Q: 3 clusters Score -282093.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -282098.031250 Penalty: 793.976868
	Iteration 25Q: 3 clusters Score -282098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -282099.250000 Penalty: 793.976868
	Iteration 26Q: 3 clusters Score -282099.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282101.375000 Penalty: 793.976868
	Iteration 27Q: 3 clusters Score -282101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -282102.093750 Penalty: 793.976868
	Iteration 28Q: 3 clusters Score -282102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -282103.812500 Penalty: 793.976868
	Iteration 29Q: 3 clusters Score -282103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -282106.062500 Penalty: 793.976868
	Iteration 30Q: 3 clusters Score -282106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -282108.062500 Penalty: 793.976868
	Iteration 31Q: 3 clusters Score -282108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -282109.968750 Penalty: 793.976868
	Iteration 32Q: 3 clusters Score -282110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -282112.031250 Penalty: 793.976868
	Iteration 33Q: 3 clusters Score -282112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -282114.156250 Penalty: 793.976868
	Iteration 34Q: 3 clusters Score -282114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -282115.031250 Penalty: 793.976868
	Iteration 35Q: 3 clusters Score -282115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -282117.687500 Penalty: 793.976868
	Iteration 36Q: 3 clusters Score -282117.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -282120.343750 Penalty: 793.976868
	Iteration 37Q: 3 clusters Score -282120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -282122.125000 Penalty: 793.976868
	Iteration 38Q: 3 clusters Score -282122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282125.843750 Penalty: 793.976868
	Iteration 39Q: 3 clusters Score -282125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -282128.406250 Penalty: 793.976868
	Iteration 40F: 3 clusters Score -282128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282129.750000 Penalty: 793.976868
	Iteration 41Q: 3 clusters Score -282129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -282130.500000 Penalty: 793.976868
	Iteration 42Q: 3 clusters Score -282130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -282130.781250 Penalty: 793.976868
	Iteration 43Q: 3 clusters Score -282130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -282132.562500 Penalty: 793.976868
	Iteration 44Q: 3 clusters Score -282132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -282134.500000 Penalty: 793.976868
	Iteration 45Q: 3 clusters Score -282134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -282135.343750 Penalty: 793.976868
	Iteration 46Q: 3 clusters Score -282135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -282136.968750 Penalty: 793.976868
	Iteration 47Q: 3 clusters Score -282137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -282138.000000 Penalty: 793.976868
	Iteration 48Q: 3 clusters Score -282138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -282139.312500 Penalty: 793.976868
	Iteration 49Q: 3 clusters Score -282139.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -282140.875000 Penalty: 793.976868
	Iteration 50Q: 3 clusters Score -282140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -282142.187500 Penalty: 793.976868
	Iteration 51Q: 3 clusters Score -282142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -282143.218750 Penalty: 793.976868
	Iteration 52Q: 3 clusters Score -282143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -282145.156250 Penalty: 793.976868
	Iteration 53Q: 3 clusters Score -282145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -282145.687500 Penalty: 793.976868
	Iteration 54Q: 3 clusters Score -282145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -282146.500000 Penalty: 793.976868
	Iteration 55Q: 3 clusters Score -282146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -282146.750000 Penalty: 793.976868
	Iteration 56Q: 3 clusters Score -282146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -282146.687500 Penalty: 793.976868
	Iteration 57Q: 3 clusters Score -282146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -282147.281250 Penalty: 793.976868
	Iteration 58Q: 3 clusters Score -282147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -282147.625000 Penalty: 793.976868
	Iteration 59Q: 3 clusters Score -282147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -282147.656250 Penalty: 793.976868
	Iteration 60F: 3 clusters Score -282147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282147.750000 Penalty: 793.976868
	Iteration 61Q: 3 clusters Score -282147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282147.750000 Penalty: 793.976868
	Iteration 62F: 3 clusters Score -282147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34071.160156 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34071.16 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34247.359375 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34247.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34268.507812 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34268.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34280.195312 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -34280.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34288.179688 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34288.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34297.671875 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34297.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34305.136719 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34305.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34311.000000 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34317.343750 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34317.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34324.031250 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34324.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34331.753906 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34331.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34334.472656 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34334.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34336.746094 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34336.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -34338.667969 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34338.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34343.835938 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34343.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -34355.710938 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34355.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34363.769531 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34363.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -34371.230469 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34371.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -34377.417969 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34377.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -34381.132812 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34381.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -34382.761719 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34382.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34385.753906 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34385.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34387.332031 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -34387.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -34389.445312 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -34389.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -34391.953125 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -34391.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -34393.660156 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -34393.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34395.015625 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -34395.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -34396.253906 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -34396.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -34396.664062 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -34396.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -34396.664062 Penalty: 600.588257
	Iteration 29F: 3 clusters Score -34396.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -287235.031250 Penalty: 391.193848
	Iteration 0F: 2 clusters Score -287235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -283548.343750 Penalty: 782.387695
	Iteration 0F: 3 clusters Score -283548.3 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -285040.250000 Penalty: 782.387695
	Iteration 1F: 3 clusters Score -285040.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -285242.562500 Penalty: 782.387695
	Iteration 2F: 3 clusters Score -285242.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -285485.343750 Penalty: 782.387695
	Iteration 3F: 3 clusters Score -285485.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -285791.750000 Penalty: 782.387695
	Iteration 4F: 3 clusters Score -285791.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -286151.437500 Penalty: 782.387695
	Iteration 5F: 3 clusters Score -286151.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -286469.343750 Penalty: 782.387695
	Iteration 6F: 3 clusters Score -286469.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -286678.687500 Penalty: 782.387695
	Iteration 7Q: 3 clusters Score -286678.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -286787.718750 Penalty: 782.387695
	Iteration 8Q: 3 clusters Score -286787.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -286842.281250 Penalty: 782.387695
	Iteration 9Q: 3 clusters Score -286842.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -286867.875000 Penalty: 782.387695
	Iteration 10Q: 3 clusters Score -286867.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -286886.718750 Penalty: 782.387695
	Iteration 11Q: 3 clusters Score -286886.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -286903.968750 Penalty: 782.387695
	Iteration 12Q: 3 clusters Score -286904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -286923.375000 Penalty: 782.387695
	Iteration 13Q: 3 clusters Score -286923.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -286937.281250 Penalty: 782.387695
	Iteration 14Q: 3 clusters Score -286937.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -286944.656250 Penalty: 782.387695
	Iteration 15Q: 3 clusters Score -286944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -286947.093750 Penalty: 782.387695
	Iteration 16Q: 3 clusters Score -286947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -286948.625000 Penalty: 782.387695
	Iteration 17Q: 3 clusters Score -286948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -286948.437500 Penalty: 782.387695
	Iteration 18Q: 3 clusters Score -286948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -286949.218750 Penalty: 782.387695
	Iteration 19Q: 3 clusters Score -286949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -286950.218750 Penalty: 782.387695
	Iteration 20F: 3 clusters Score -286950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -286950.500000 Penalty: 782.387695
	Iteration 21Q: 3 clusters Score -286950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -286950.625000 Penalty: 782.387695
	Iteration 22Q: 3 clusters Score -286950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -286950.937500 Penalty: 782.387695
	Iteration 23Q: 3 clusters Score -286950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -286950.937500 Penalty: 782.387695
	Iteration 24F: 3 clusters Score -286950.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 395 members 
Entering Unmasked Estep 
Score: -35804.539062 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35804.54 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35971.621094 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35971.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36029.632812 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36029.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36055.125000 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36055.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36080.113281 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36080.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36106.859375 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36106.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -36132.757812 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36132.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -36157.453125 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36157.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -36175.855469 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36175.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36186.167969 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36186.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -36197.238281 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36197.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -36210.628906 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36210.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -36218.953125 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36218.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -36224.960938 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36224.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -36231.328125 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36231.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36237.890625 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36237.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -36247.058594 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36247.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -36255.449219 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36255.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -36261.417969 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36261.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -36267.343750 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36267.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -36268.941406 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36268.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -36272.054688 Penalty: 605.527893
	Iteration 21Q: 3 clusters Score -36272.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -36272.312500 Penalty: 605.527893
	Iteration 22Q: 3 clusters Score -36272.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -36272.312500 Penalty: 605.527893
	Iteration 23F: 3 clusters Score -36272.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -215117.625000 Penalty: 381.101654
	Iteration 0F: 2 clusters Score -215117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -212159.234375 Penalty: 762.203308
	Iteration 0F: 3 clusters Score -212159.2 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -213197.015625 Penalty: 762.203308
	Iteration 1F: 3 clusters Score -213197 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -213269.843750 Penalty: 762.203308
	Iteration 2F: 3 clusters Score -213269.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -213324.968750 Penalty: 762.203308
	Iteration 3Q: 3 clusters Score -213325 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -213373.265625 Penalty: 762.203308
	Iteration 4Q: 3 clusters Score -213373.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -213427.234375 Penalty: 762.203308
	Iteration 5Q: 3 clusters Score -213427.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -213488.671875 Penalty: 762.203308
	Iteration 6Q: 3 clusters Score -213488.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -213581.468750 Penalty: 762.203308
	Iteration 7Q: 3 clusters Score -213581.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -213732.765625 Penalty: 762.203308
	Iteration 8Q: 3 clusters Score -213732.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -213918.343750 Penalty: 762.203308
	Iteration 9F: 3 clusters Score -213918.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -214097.156250 Penalty: 762.203308
	Iteration 10F: 3 clusters Score -214097.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -214233.125000 Penalty: 762.203308
	Iteration 11Q: 3 clusters Score -214233.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -214324.812500 Penalty: 762.203308
	Iteration 12Q: 3 clusters Score -214324.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -214386.671875 Penalty: 762.203308
	Iteration 13Q: 3 clusters Score -214386.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -214427.843750 Penalty: 762.203308
	Iteration 14Q: 3 clusters Score -214427.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -214463.406250 Penalty: 762.203308
	Iteration 15Q: 3 clusters Score -214463.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -214495.796875 Penalty: 762.203308
	Iteration 16Q: 3 clusters Score -214495.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -214525.328125 Penalty: 762.203308
	Iteration 17Q: 3 clusters Score -214525.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -214553.687500 Penalty: 762.203308
	Iteration 18Q: 3 clusters Score -214553.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -214577.109375 Penalty: 762.203308
	Iteration 19Q: 3 clusters Score -214577.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -214590.718750 Penalty: 762.203308
	Iteration 20F: 3 clusters Score -214590.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -214604.234375 Penalty: 762.203308
	Iteration 21Q: 3 clusters Score -214604.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -214617.125000 Penalty: 762.203308
	Iteration 22Q: 3 clusters Score -214617.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -214631.609375 Penalty: 762.203308
	Iteration 23Q: 3 clusters Score -214631.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -214651.640625 Penalty: 762.203308
	Iteration 24Q: 3 clusters Score -214651.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -214682.734375 Penalty: 762.203308
	Iteration 25Q: 3 clusters Score -214682.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -214726.312500 Penalty: 762.203308
	Iteration 26Q: 3 clusters Score -214726.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -214761.953125 Penalty: 762.203308
	Iteration 27Q: 3 clusters Score -214762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -214785.890625 Penalty: 762.203308
	Iteration 28Q: 3 clusters Score -214785.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -214797.218750 Penalty: 762.203308
	Iteration 29Q: 3 clusters Score -214797.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -214810.515625 Penalty: 762.203308
	Iteration 30Q: 3 clusters Score -214810.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -214820.562500 Penalty: 762.203308
	Iteration 31Q: 3 clusters Score -214820.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -214835.203125 Penalty: 762.203308
	Iteration 32Q: 3 clusters Score -214835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -214843.578125 Penalty: 762.203308
	Iteration 33Q: 3 clusters Score -214843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -214846.921875 Penalty: 762.203308
	Iteration 34Q: 3 clusters Score -214846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -214850.859375 Penalty: 762.203308
	Iteration 35Q: 3 clusters Score -214850.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -214854.140625 Penalty: 762.203308
	Iteration 36Q: 3 clusters Score -214854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -214856.734375 Penalty: 762.203308
	Iteration 37Q: 3 clusters Score -214856.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -214858.484375 Penalty: 762.203308
	Iteration 38Q: 3 clusters Score -214858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -214859.859375 Penalty: 762.203308
	Iteration 39Q: 3 clusters Score -214859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -214860.703125 Penalty: 762.203308
	Iteration 40F: 3 clusters Score -214860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -214861.000000 Penalty: 762.203308
	Iteration 41Q: 3 clusters Score -214861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -214861.296875 Penalty: 762.203308
	Iteration 42Q: 3 clusters Score -214861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -214861.296875 Penalty: 762.203308
	Iteration 43F: 3 clusters Score -214861.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -5998.469238 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -5998.469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5789.447754 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -5789.448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5831.856934 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -5831.857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5840.673828 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -5840.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5841.121582 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -5841.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5844.406738 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -5844.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5849.739258 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -5849.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5852.732422 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -5852.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5853.105957 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -5853.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5853.105957 Penalty: 449.689453
	Iteration 8F: 3 clusters Score -5853.106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (337987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337987 members 
Entering Unmasked Estep 
Score: -16462906.000000 Penalty: 579.249695
	Iteration 0F: 2 clusters Score -1.646291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168924 members 
Mstep: Class 2 contains 169063 members 
Entering Unmasked Estep 
Score: -16260035.000000 Penalty: 1158.499390
	Iteration 0F: 3 clusters Score -1.626004e+07 nChanged 166599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 169020 members 
Entering Unmasked Estep 
Score: -16367580.000000 Penalty: 1158.499390
	Iteration 1F: 3 clusters Score -1.636758e+07 nChanged 17016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 168084 members 
Entering Unmasked Estep 
Score: -16375852.000000 Penalty: 1158.499390
	Iteration 2F: 3 clusters Score -1.637585e+07 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -16389897.000000 Penalty: 1158.499390
	Iteration 3F: 3 clusters Score -1.63899e+07 nChanged 23102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -16409496.000000 Penalty: 1158.499390
	Iteration 4F: 3 clusters Score -1.64095e+07 nChanged 22717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -16424502.000000 Penalty: 1158.499390
	Iteration 5F: 3 clusters Score -1.64245e+07 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176422 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -16429741.000000 Penalty: 1158.499390
	Iteration 6Q: 3 clusters Score -1.642974e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -16430880.000000 Penalty: 1158.499390
	Iteration 7Q: 3 clusters Score -1.643088e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 158485 members 
Entering Unmasked Estep 
Score: -16431340.000000 Penalty: 1158.499390
	Iteration 8Q: 3 clusters Score -1.643134e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -16431728.000000 Penalty: 1158.499390
	Iteration 9Q: 3 clusters Score -1.643173e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182529 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -16431869.000000 Penalty: 1158.499390
	Iteration 10Q: 3 clusters Score -1.643187e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183993 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -16432138.000000 Penalty: 1158.499390
	Iteration 11Q: 3 clusters Score -1.643214e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185371 members 
Mstep: Class 2 contains 152616 members 
Entering Unmasked Estep 
Score: -16432467.000000 Penalty: 1158.499390
	Iteration 12Q: 3 clusters Score -1.643247e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -16432787.000000 Penalty: 1158.499390
	Iteration 13Q: 3 clusters Score -1.643279e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -16433198.000000 Penalty: 1158.499390
	Iteration 14Q: 3 clusters Score -1.64332e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189777 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -16433688.000000 Penalty: 1158.499390
	Iteration 15Q: 3 clusters Score -1.643369e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191245 members 
Mstep: Class 2 contains 146742 members 
Entering Unmasked Estep 
Score: -16434000.000000 Penalty: 1158.499390
	Iteration 16Q: 3 clusters Score -1.6434e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192664 members 
Mstep: Class 2 contains 145323 members 
Entering Unmasked Estep 
Score: -16434284.000000 Penalty: 1158.499390
	Iteration 17Q: 3 clusters Score -1.643428e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193940 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -16434675.000000 Penalty: 1158.499390
	Iteration 18Q: 3 clusters Score -1.643468e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -16435099.000000 Penalty: 1158.499390
	Iteration 19Q: 3 clusters Score -1.64351e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16435467.000000 Penalty: 1158.499390
	Iteration 20F: 3 clusters Score -1.643547e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -16435804.000000 Penalty: 1158.499390
	Iteration 21Q: 3 clusters Score -1.64358e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198308 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -16436086.000000 Penalty: 1158.499390
	Iteration 22Q: 3 clusters Score -1.643609e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199289 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -16436423.000000 Penalty: 1158.499390
	Iteration 23Q: 3 clusters Score -1.643642e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200235 members 
Mstep: Class 2 contains 137752 members 
Entering Unmasked Estep 
Score: -16436698.000000 Penalty: 1158.499390
	Iteration 24Q: 3 clusters Score -1.64367e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201152 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -16437011.000000 Penalty: 1158.499390
	Iteration 25Q: 3 clusters Score -1.643701e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202123 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -16437280.000000 Penalty: 1158.499390
	Iteration 26Q: 3 clusters Score -1.643728e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203107 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -16437525.000000 Penalty: 1158.499390
	Iteration 27Q: 3 clusters Score -1.643752e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204116 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -16437777.000000 Penalty: 1158.499390
	Iteration 28Q: 3 clusters Score -1.643778e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 132932 members 
Entering Unmasked Estep 
Score: -16438013.000000 Penalty: 1158.499390
	Iteration 29Q: 3 clusters Score -1.643801e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206037 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -16438221.000000 Penalty: 1158.499390
	Iteration 30Q: 3 clusters Score -1.643822e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207003 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -16438448.000000 Penalty: 1158.499390
	Iteration 31Q: 3 clusters Score -1.643845e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207959 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -16438579.000000 Penalty: 1158.499390
	Iteration 32Q: 3 clusters Score -1.643858e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208907 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -16438789.000000 Penalty: 1158.499390
	Iteration 33Q: 3 clusters Score -1.643879e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209908 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -16438979.000000 Penalty: 1158.499390
	Iteration 34Q: 3 clusters Score -1.643898e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210874 members 
Mstep: Class 2 contains 127113 members 
Entering Unmasked Estep 
Score: -16439127.000000 Penalty: 1158.499390
	Iteration 35Q: 3 clusters Score -1.643913e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211826 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -16439285.000000 Penalty: 1158.499390
	Iteration 36Q: 3 clusters Score -1.643928e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212855 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -16439515.000000 Penalty: 1158.499390
	Iteration 37Q: 3 clusters Score -1.643952e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213897 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -16439735.000000 Penalty: 1158.499390
	Iteration 38Q: 3 clusters Score -1.643974e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214971 members 
Mstep: Class 2 contains 123016 members 
Entering Unmasked Estep 
Score: -16440119.000000 Penalty: 1158.499390
	Iteration 39Q: 3 clusters Score -1.644012e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216129 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -16440179.000000 Penalty: 1158.499390
	Iteration 40F: 3 clusters Score -1.644018e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217339 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -16440404.000000 Penalty: 1158.499390
	Iteration 41Q: 3 clusters Score -1.64404e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218582 members 
Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
Score: -16440555.000000 Penalty: 1158.499390
	Iteration 42Q: 3 clusters Score -1.644056e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219818 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -16440783.000000 Penalty: 1158.499390
	Iteration 43Q: 3 clusters Score -1.644078e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221077 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
Score: -16440925.000000 Penalty: 1158.499390
	Iteration 44Q: 3 clusters Score -1.644092e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222441 members 
Mstep: Class 2 contains 115546 members 
Entering Unmasked Estep 
Score: -16441088.000000 Penalty: 1158.499390
	Iteration 45Q: 3 clusters Score -1.644109e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223853 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -16441317.000000 Penalty: 1158.499390
	Iteration 46Q: 3 clusters Score -1.644132e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225341 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -16441671.000000 Penalty: 1158.499390
	Iteration 47Q: 3 clusters Score -1.644167e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226956 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -16442072.000000 Penalty: 1158.499390
	Iteration 48Q: 3 clusters Score -1.644207e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228551 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -16442358.000000 Penalty: 1158.499390
	Iteration 49Q: 3 clusters Score -1.644236e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230298 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -16442665.000000 Penalty: 1158.499390
	Iteration 50Q: 3 clusters Score -1.644266e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -16442979.000000 Penalty: 1158.499390
	Iteration 51Q: 3 clusters Score -1.644298e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234023 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -16443389.000000 Penalty: 1158.499390
	Iteration 52Q: 3 clusters Score -1.644339e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236007 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -16443864.000000 Penalty: 1158.499390
	Iteration 53Q: 3 clusters Score -1.644386e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238017 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -16444116.000000 Penalty: 1158.499390
	Iteration 54Q: 3 clusters Score -1.644412e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240111 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -16444283.000000 Penalty: 1158.499390
	Iteration 55Q: 3 clusters Score -1.644428e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242098 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -16444613.000000 Penalty: 1158.499390
	Iteration 56Q: 3 clusters Score -1.644461e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244124 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -16444988.000000 Penalty: 1158.499390
	Iteration 57Q: 3 clusters Score -1.644499e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246145 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -16445517.000000 Penalty: 1158.499390
	Iteration 58Q: 3 clusters Score -1.644552e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248247 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -16445935.000000 Penalty: 1158.499390
	Iteration 59Q: 3 clusters Score -1.644594e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250340 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -16446127.000000 Penalty: 1158.499390
	Iteration 60F: 3 clusters Score -1.644613e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252458 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -16446508.000000 Penalty: 1158.499390
	Iteration 61Q: 3 clusters Score -1.644651e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254592 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -16447087.000000 Penalty: 1158.499390
	Iteration 62Q: 3 clusters Score -1.644709e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256712 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -16447615.000000 Penalty: 1158.499390
	Iteration 63Q: 3 clusters Score -1.644762e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258851 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -16447859.000000 Penalty: 1158.499390
	Iteration 64Q: 3 clusters Score -1.644786e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260996 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -16448022.000000 Penalty: 1158.499390
	Iteration 65Q: 3 clusters Score -1.644802e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262998 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -16448238.000000 Penalty: 1158.499390
	Iteration 66Q: 3 clusters Score -1.644824e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264967 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -16448490.000000 Penalty: 1158.499390
	Iteration 67Q: 3 clusters Score -1.644849e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266812 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -16448477.000000 Penalty: 1158.499390
	Iteration 68Q: 3 clusters Score -1.644848e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268589 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -16448724.000000 Penalty: 1158.499390
	Iteration 69Q: 3 clusters Score -1.644872e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270345 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -16448850.000000 Penalty: 1158.499390
	Iteration 70Q: 3 clusters Score -1.644885e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271981 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -16449087.000000 Penalty: 1158.499390
	Iteration 71Q: 3 clusters Score -1.644909e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273541 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -16449373.000000 Penalty: 1158.499390
	Iteration 72Q: 3 clusters Score -1.644937e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275120 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -16449693.000000 Penalty: 1158.499390
	Iteration 73Q: 3 clusters Score -1.644969e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276732 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -16450131.000000 Penalty: 1158.499390
	Iteration 74Q: 3 clusters Score -1.645013e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278366 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -16450549.000000 Penalty: 1158.499390
	Iteration 75Q: 3 clusters Score -1.645055e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280023 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -16450927.000000 Penalty: 1158.499390
	Iteration 76Q: 3 clusters Score -1.645093e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281678 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -16451313.000000 Penalty: 1158.499390
	Iteration 77Q: 3 clusters Score -1.645131e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283287 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -16451432.000000 Penalty: 1158.499390
	Iteration 78Q: 3 clusters Score -1.645143e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284864 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -16451694.000000 Penalty: 1158.499390
	Iteration 79Q: 3 clusters Score -1.645169e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286391 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16451798.000000 Penalty: 1158.499390
	Iteration 80F: 3 clusters Score -1.64518e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287857 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -16452117.000000 Penalty: 1158.499390
	Iteration 81Q: 3 clusters Score -1.645212e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289307 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -16452353.000000 Penalty: 1158.499390
	Iteration 82Q: 3 clusters Score -1.645235e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290813 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -16452392.000000 Penalty: 1158.499390
	Iteration 83Q: 3 clusters Score -1.645239e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292262 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -16452715.000000 Penalty: 1158.499390
	Iteration 84Q: 3 clusters Score -1.645272e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293692 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -16452909.000000 Penalty: 1158.499390
	Iteration 85Q: 3 clusters Score -1.645291e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295118 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -16453187.000000 Penalty: 1158.499390
	Iteration 86Q: 3 clusters Score -1.645319e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296488 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -16453380.000000 Penalty: 1158.499390
	Iteration 87Q: 3 clusters Score -1.645338e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297860 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -16453613.000000 Penalty: 1158.499390
	Iteration 88Q: 3 clusters Score -1.645361e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299221 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -16453829.000000 Penalty: 1158.499390
	Iteration 89Q: 3 clusters Score -1.645383e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300548 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -16454026.000000 Penalty: 1158.499390
	Iteration 90Q: 3 clusters Score -1.645403e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301845 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -16454347.000000 Penalty: 1158.499390
	Iteration 91Q: 3 clusters Score -1.645435e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303172 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -16454631.000000 Penalty: 1158.499390
	Iteration 92Q: 3 clusters Score -1.645463e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304485 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -16454839.000000 Penalty: 1158.499390
	Iteration 93Q: 3 clusters Score -1.645484e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305841 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -16455075.000000 Penalty: 1158.499390
	Iteration 94Q: 3 clusters Score -1.645508e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307177 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -16455296.000000 Penalty: 1158.499390
	Iteration 95Q: 3 clusters Score -1.64553e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308534 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -16455495.000000 Penalty: 1158.499390
	Iteration 96Q: 3 clusters Score -1.64555e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309901 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -16455773.000000 Penalty: 1158.499390
	Iteration 97Q: 3 clusters Score -1.645577e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311238 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -16455836.000000 Penalty: 1158.499390
	Iteration 98Q: 3 clusters Score -1.645584e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312580 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -16455917.000000 Penalty: 1158.499390
	Iteration 99Q: 3 clusters Score -1.645592e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313922 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -16456048.000000 Penalty: 1158.499390
	Iteration 100F: 3 clusters Score -1.645605e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315290 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -16456338.000000 Penalty: 1158.499390
	Iteration 101Q: 3 clusters Score -1.645634e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316680 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -16456539.000000 Penalty: 1158.499390
	Iteration 102Q: 3 clusters Score -1.645654e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318124 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -16456845.000000 Penalty: 1158.499390
	Iteration 103Q: 3 clusters Score -1.645684e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319648 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -16457005.000000 Penalty: 1158.499390
	Iteration 104Q: 3 clusters Score -1.6457e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321128 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -16457334.000000 Penalty: 1158.499390
	Iteration 105Q: 3 clusters Score -1.645733e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322578 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -16457839.000000 Penalty: 1158.499390
	Iteration 106Q: 3 clusters Score -1.645784e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324069 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -16458225.000000 Penalty: 1158.499390
	Iteration 107Q: 3 clusters Score -1.645822e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325564 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -16458528.000000 Penalty: 1158.499390
	Iteration 108Q: 3 clusters Score -1.645853e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327083 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -16458970.000000 Penalty: 1158.499390
	Iteration 109Q: 3 clusters Score -1.645897e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328631 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -16459460.000000 Penalty: 1158.499390
	Iteration 110Q: 3 clusters Score -1.645946e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330094 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -16460024.000000 Penalty: 1158.499390
	Iteration 111Q: 3 clusters Score -1.646002e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331549 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -16460574.000000 Penalty: 1158.499390
	Iteration 112Q: 3 clusters Score -1.646057e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332853 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -16461169.000000 Penalty: 1158.499390
	Iteration 113Q: 3 clusters Score -1.646117e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334012 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -16461734.000000 Penalty: 1158.499390
	Iteration 114Q: 3 clusters Score -1.646173e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334978 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -16461960.000000 Penalty: 1158.499390
	Iteration 115Q: 3 clusters Score -1.646196e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335712 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -16462162.000000 Penalty: 1158.499390
	Iteration 116Q: 3 clusters Score -1.646216e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336255 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16462276.000000 Penalty: 1158.499390
	Iteration 117Q: 3 clusters Score -1.646228e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336631 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16462310.000000 Penalty: 1158.499390
	Iteration 118Q: 3 clusters Score -1.646231e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336913 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16462289.000000 Penalty: 1158.499390
	Iteration 119Q: 3 clusters Score -1.646229e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337093 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16462306.000000 Penalty: 1158.499390
	Iteration 120F: 3 clusters Score -1.646231e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337231 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16462305.000000 Penalty: 1158.499390
	Iteration 121Q: 3 clusters Score -1.64623e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337334 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16462299.000000 Penalty: 1158.499390
	Iteration 122Q: 3 clusters Score -1.64623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16462328.000000 Penalty: 1158.499390
	Iteration 123Q: 3 clusters Score -1.646233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337452 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16462341.000000 Penalty: 1158.499390
	Iteration 124Q: 3 clusters Score -1.646234e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337498 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16462348.000000 Penalty: 1158.499390
	Iteration 125Q: 3 clusters Score -1.646235e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337540 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16462343.000000 Penalty: 1158.499390
	Iteration 126Q: 3 clusters Score -1.646234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16462360.000000 Penalty: 1158.499390
	Iteration 127Q: 3 clusters Score -1.646236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337597 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16462368.000000 Penalty: 1158.499390
	Iteration 128Q: 3 clusters Score -1.646237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16462377.000000 Penalty: 1158.499390
	Iteration 129Q: 3 clusters Score -1.646238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337636 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16462372.000000 Penalty: 1158.499390
	Iteration 130Q: 3 clusters Score -1.646237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337645 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16462397.000000 Penalty: 1158.499390
	Iteration 131Q: 3 clusters Score -1.64624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337653 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16462403.000000 Penalty: 1158.499390
	Iteration 132Q: 3 clusters Score -1.64624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337661 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16462403.000000 Penalty: 1158.499390
	Iteration 133Q: 3 clusters Score -1.64624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337663 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16462411.000000 Penalty: 1158.499390
	Iteration 134Q: 3 clusters Score -1.646241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337671 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16462393.000000 Penalty: 1158.499390
	Iteration 135Q: 3 clusters Score -1.646239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337676 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16462400.000000 Penalty: 1158.499390
	Iteration 136Q: 3 clusters Score -1.64624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337676 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16462394.000000 Penalty: 1158.499390
	Iteration 137Q: 3 clusters Score -1.646239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337678 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16462398.000000 Penalty: 1158.499390
	Iteration 138Q: 3 clusters Score -1.64624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337678 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16462407.000000 Penalty: 1158.499390
	Iteration 139Q: 3 clusters Score -1.646241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337675 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16462418.000000 Penalty: 1158.499390
	Iteration 140F: 3 clusters Score -1.646242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16462424.000000 Penalty: 1158.499390
	Iteration 141Q: 3 clusters Score -1.646242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16462413.000000 Penalty: 1158.499390
	Iteration 142Q: 3 clusters Score -1.646241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337668 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16462415.000000 Penalty: 1158.499390
	Iteration 143Q: 3 clusters Score -1.646242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337668 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16462426.000000 Penalty: 1158.499390
	Iteration 144Q: 3 clusters Score -1.646243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16462427.000000 Penalty: 1158.499390
	Iteration 145Q: 3 clusters Score -1.646243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337672 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16462419.000000 Penalty: 1158.499390
	Iteration 146Q: 3 clusters Score -1.646242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16462425.000000 Penalty: 1158.499390
	Iteration 147Q: 3 clusters Score -1.646242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16462425.000000 Penalty: 1158.499390
	Iteration 148F: 3 clusters Score -1.646242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -85735.750000 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -85735.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -84434.234375 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -84434.23 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -84844.539062 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -84844.54 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -84923.765625 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -84923.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -85016.195312 Penalty: 682.497864
	Iteration 3F: 3 clusters Score -85016.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -85120.773438 Penalty: 682.497864
	Iteration 4F: 3 clusters Score -85120.77 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -85254.500000 Penalty: 682.497864
	Iteration 5F: 3 clusters Score -85254.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -85387.804688 Penalty: 682.497864
	Iteration 6F: 3 clusters Score -85387.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -85461.859375 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -85461.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -85509.367188 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -85509.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -85533.593750 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -85533.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -85548.414062 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -85548.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -85558.210938 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -85558.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -85568.257812 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -85568.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -85573.062500 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -85573.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -85574.671875 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -85574.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -85576.570312 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -85576.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -85577.031250 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -85577.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -85577.054688 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -85577.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -85577.054688 Penalty: 682.497864
	Iteration 18F: 3 clusters Score -85577.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -2695.801758 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -2695.802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2518.482910 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -2518.483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2545.496094 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -2545.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2562.388428 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -2562.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2565.070557 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -2565.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2568.291748 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -2568.292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2568.291748 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -2568.292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5376.462402 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5376.462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5399.951172 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5399.951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5406.398926 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5406.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5406.398926 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -5406.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10850.705078 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10850.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10927.902344 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10927.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10953.943359 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10953.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10964.115234 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10964.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10965.320312 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10965.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10968.898438 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10969.796875 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10970.823242 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -10970.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10970.823242 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -10970.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -27820.009766 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -27820.01 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 289 members 
Entering Unmasked Estep 
Score: -27273.675781 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -27273.68 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27434.291016 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -27434.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27460.837891 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -27460.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27476.214844 Penalty: 582.423462
	Iteration 3Q: 3 clusters Score -27476.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27480.730469 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -27480.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27483.105469 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -27483.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27484.517578 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -27484.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27489.662109 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -27489.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27494.238281 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -27494.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27495.572266 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -27495.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27497.632812 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -27497.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27498.707031 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -27498.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27499.378906 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -27499.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27499.378906 Penalty: 582.423462
	Iteration 13F: 3 clusters Score -27499.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Entering Unmasked Estep 
Score: -2120691.250000 Penalty: 486.289703
	Iteration 0F: 2 clusters Score -2120691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2091429.125000 Penalty: 972.579407
	Iteration 0F: 3 clusters Score -2091429 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2104290.750000 Penalty: 972.579407
	Iteration 1F: 3 clusters Score -2104291 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2105124.250000 Penalty: 972.579407
	Iteration 2Q: 3 clusters Score -2105124 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2106279.750000 Penalty: 972.579407
	Iteration 3F: 3 clusters Score -2106280 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2107841.750000 Penalty: 972.579407
	Iteration 4F: 3 clusters Score -2107842 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2109863.750000 Penalty: 972.579407
	Iteration 5F: 3 clusters Score -2109864 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2111831.000000 Penalty: 972.579407
	Iteration 6F: 3 clusters Score -2111831 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2112983.500000 Penalty: 972.579407
	Iteration 7F: 3 clusters Score -2112984 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2113455.500000 Penalty: 972.579407
	Iteration 8Q: 3 clusters Score -2113456 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2113682.250000 Penalty: 972.579407
	Iteration 9Q: 3 clusters Score -2113682 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2113863.250000 Penalty: 972.579407
	Iteration 10Q: 3 clusters Score -2113863 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2114046.750000 Penalty: 972.579407
	Iteration 11Q: 3 clusters Score -2114047 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2114229.000000 Penalty: 972.579407
	Iteration 12Q: 3 clusters Score -2114229 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2114401.500000 Penalty: 972.579407
	Iteration 13Q: 3 clusters Score -2114402 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2114591.500000 Penalty: 972.579407
	Iteration 14Q: 3 clusters Score -2114592 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2114765.750000 Penalty: 972.579407
	Iteration 15Q: 3 clusters Score -2114766 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2114967.250000 Penalty: 972.579407
	Iteration 16Q: 3 clusters Score -2114967 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2115182.750000 Penalty: 972.579407
	Iteration 17Q: 3 clusters Score -2115183 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2115410.750000 Penalty: 972.579407
	Iteration 18Q: 3 clusters Score -2115411 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -2115641.250000 Penalty: 972.579407
	Iteration 19Q: 3 clusters Score -2115641 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -2115887.000000 Penalty: 972.579407
	Iteration 20F: 3 clusters Score -2115887 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2116120.000000 Penalty: 972.579407
	Iteration 21Q: 3 clusters Score -2116120 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -2116382.250000 Penalty: 972.579407
	Iteration 22Q: 3 clusters Score -2116382 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -2116666.000000 Penalty: 972.579407
	Iteration 23Q: 3 clusters Score -2116666 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -2116930.250000 Penalty: 972.579407
	Iteration 24Q: 3 clusters Score -2116930 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -2117193.250000 Penalty: 972.579407
	Iteration 25Q: 3 clusters Score -2117193 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -2117438.750000 Penalty: 972.579407
	Iteration 26Q: 3 clusters Score -2117439 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -2117705.750000 Penalty: 972.579407
	Iteration 27Q: 3 clusters Score -2117706 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -2117971.500000 Penalty: 972.579407
	Iteration 28Q: 3 clusters Score -2117972 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -2118224.750000 Penalty: 972.579407
	Iteration 29Q: 3 clusters Score -2118225 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -2118464.250000 Penalty: 972.579407
	Iteration 30Q: 3 clusters Score -2118464 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -2118665.000000 Penalty: 972.579407
	Iteration 31Q: 3 clusters Score -2118665 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2118841.500000 Penalty: 972.579407
	Iteration 32Q: 3 clusters Score -2118842 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -2119013.750000 Penalty: 972.579407
	Iteration 33Q: 3 clusters Score -2119014 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -2119164.250000 Penalty: 972.579407
	Iteration 34Q: 3 clusters Score -2119164 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -2119313.250000 Penalty: 972.579407
	Iteration 35Q: 3 clusters Score -2119313 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -2119439.000000 Penalty: 972.579407
	Iteration 36Q: 3 clusters Score -2119439 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -2119552.500000 Penalty: 972.579407
	Iteration 37Q: 3 clusters Score -2119552 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -2119677.500000 Penalty: 972.579407
	Iteration 38Q: 3 clusters Score -2119678 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -2119789.000000 Penalty: 972.579407
	Iteration 39Q: 3 clusters Score -2119789 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -2119871.000000 Penalty: 972.579407
	Iteration 40F: 3 clusters Score -2119871 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -2119945.750000 Penalty: 972.579407
	Iteration 41Q: 3 clusters Score -2119946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -2120002.500000 Penalty: 972.579407
	Iteration 42Q: 3 clusters Score -2120002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -2120054.500000 Penalty: 972.579407
	Iteration 43Q: 3 clusters Score -2120054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -2120079.000000 Penalty: 972.579407
	Iteration 44Q: 3 clusters Score -2120079 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -2120100.000000 Penalty: 972.579407
	Iteration 45Q: 3 clusters Score -2120100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -2120137.750000 Penalty: 972.579407
	Iteration 46Q: 3 clusters Score -2120138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -2120151.000000 Penalty: 972.579407
	Iteration 47Q: 3 clusters Score -2120151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -2120164.250000 Penalty: 972.579407
	Iteration 48Q: 3 clusters Score -2120164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -2120179.500000 Penalty: 972.579407
	Iteration 49Q: 3 clusters Score -2120180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -2120195.250000 Penalty: 972.579407
	Iteration 50Q: 3 clusters Score -2120195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -2120210.750000 Penalty: 972.579407
	Iteration 51Q: 3 clusters Score -2120211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -2120220.750000 Penalty: 972.579407
	Iteration 52Q: 3 clusters Score -2120221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -2120232.500000 Penalty: 972.579407
	Iteration 53Q: 3 clusters Score -2120232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -2120234.750000 Penalty: 972.579407
	Iteration 54Q: 3 clusters Score -2120235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -2120244.750000 Penalty: 972.579407
	Iteration 55Q: 3 clusters Score -2120245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -2120252.750000 Penalty: 972.579407
	Iteration 56Q: 3 clusters Score -2120253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -2120265.500000 Penalty: 972.579407
	Iteration 57Q: 3 clusters Score -2120266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -2120272.000000 Penalty: 972.579407
	Iteration 58Q: 3 clusters Score -2120272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -2120273.250000 Penalty: 972.579407
	Iteration 59Q: 3 clusters Score -2120273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -2120277.250000 Penalty: 972.579407
	Iteration 60F: 3 clusters Score -2120277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -2120279.750000 Penalty: 972.579407
	Iteration 61Q: 3 clusters Score -2120280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -2120284.250000 Penalty: 972.579407
	Iteration 62Q: 3 clusters Score -2120284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -2120290.750000 Penalty: 972.579407
	Iteration 63Q: 3 clusters Score -2120291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -2120296.250000 Penalty: 972.579407
	Iteration 64Q: 3 clusters Score -2120296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -2120299.250000 Penalty: 972.579407
	Iteration 65Q: 3 clusters Score -2120299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -2120300.500000 Penalty: 972.579407
	Iteration 66Q: 3 clusters Score -2120300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -2120303.000000 Penalty: 972.579407
	Iteration 67Q: 3 clusters Score -2120303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -2120303.250000 Penalty: 972.579407
	Iteration 68Q: 3 clusters Score -2120303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -2120301.250000 Penalty: 972.579407
	Iteration 69Q: 3 clusters Score -2120301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -2120301.250000 Penalty: 972.579407
	Iteration 70Q: 3 clusters Score -2120301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -2120302.000000 Penalty: 972.579407
	Iteration 71Q: 3 clusters Score -2120302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -2120301.500000 Penalty: 972.579407
	Iteration 72Q: 3 clusters Score -2120302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -2120301.000000 Penalty: 972.579407
	Iteration 73Q: 3 clusters Score -2120301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -2120301.000000 Penalty: 972.579407
	Iteration 74F: 3 clusters Score -2120301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -28471.376953 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -28471.38 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 297 members 
Entering Unmasked Estep 
Score: -27911.097656 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -27911.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28047.519531 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -28047.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28082.132812 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -28082.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28097.697266 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -28097.7 nChanged 22
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: -28114.220703 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -28114.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28132.244141 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -28132.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28145.220703 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -28145.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28152.917969 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -28152.92 nChanged 7
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: -28156.964844 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -28156.96 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: -28160.626953 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -28160.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28163.398438 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -28163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28165.326172 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -28165.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28166.750000 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -28166.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28167.345703 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -28167.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28167.996094 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -28168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28168.400391 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -28168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28171.615234 Penalty: 584.071228
	Iteration 16Q: 3 clusters Score -28171.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28175.320312 Penalty: 584.071228
	Iteration 17Q: 3 clusters Score -28175.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28176.308594 Penalty: 584.071228
	Iteration 18Q: 3 clusters Score -28176.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28177.611328 Penalty: 584.071228
	Iteration 19Q: 3 clusters Score -28177.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28178.568359 Penalty: 584.071228
	Iteration 20F: 3 clusters Score -28178.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28179.238281 Penalty: 584.071228
	Iteration 21Q: 3 clusters Score -28179.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28180.386719 Penalty: 584.071228
	Iteration 22Q: 3 clusters Score -28180.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28180.386719 Penalty: 584.071228
	Iteration 23F: 3 clusters Score -28180.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -80680.421875 Penalty: 342.807404
	Iteration 0F: 2 clusters Score -80680.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -79305.796875 Penalty: 685.614807
	Iteration 0F: 3 clusters Score -79305.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -79757.750000 Penalty: 685.614807
	Iteration 1F: 3 clusters Score -79757.75 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -79829.382812 Penalty: 685.614807
	Iteration 2F: 3 clusters Score -79829.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -79892.765625 Penalty: 685.614807
	Iteration 3F: 3 clusters Score -79892.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -79948.007812 Penalty: 685.614807
	Iteration 4Q: 3 clusters Score -79948.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -79993.125000 Penalty: 685.614807
	Iteration 5Q: 3 clusters Score -79993.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -80036.539062 Penalty: 685.614807
	Iteration 6Q: 3 clusters Score -80036.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -80083.460938 Penalty: 685.614807
	Iteration 7Q: 3 clusters Score -80083.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -80137.789062 Penalty: 685.614807
	Iteration 8Q: 3 clusters Score -80137.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -80202.546875 Penalty: 685.614807
	Iteration 9Q: 3 clusters Score -80202.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -80266.945312 Penalty: 685.614807
	Iteration 10Q: 3 clusters Score -80266.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -80310.828125 Penalty: 685.614807
	Iteration 11Q: 3 clusters Score -80310.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -80344.085938 Penalty: 685.614807
	Iteration 12Q: 3 clusters Score -80344.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -80369.257812 Penalty: 685.614807
	Iteration 13Q: 3 clusters Score -80369.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -80386.375000 Penalty: 685.614807
	Iteration 14Q: 3 clusters Score -80386.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -80400.398438 Penalty: 685.614807
	Iteration 15Q: 3 clusters Score -80400.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -80413.484375 Penalty: 685.614807
	Iteration 16Q: 3 clusters Score -80413.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -80431.109375 Penalty: 685.614807
	Iteration 17Q: 3 clusters Score -80431.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -80441.843750 Penalty: 685.614807
	Iteration 18Q: 3 clusters Score -80441.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -80450.867188 Penalty: 685.614807
	Iteration 19Q: 3 clusters Score -80450.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -80456.367188 Penalty: 685.614807
	Iteration 20F: 3 clusters Score -80456.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -80467.007812 Penalty: 685.614807
	Iteration 21Q: 3 clusters Score -80467.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -80473.875000 Penalty: 685.614807
	Iteration 22Q: 3 clusters Score -80473.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -80476.453125 Penalty: 685.614807
	Iteration 23Q: 3 clusters Score -80476.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -80478.421875 Penalty: 685.614807
	Iteration 24Q: 3 clusters Score -80478.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -80481.351562 Penalty: 685.614807
	Iteration 25Q: 3 clusters Score -80481.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -80484.656250 Penalty: 685.614807
	Iteration 26Q: 3 clusters Score -80484.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -80488.562500 Penalty: 685.614807
	Iteration 27Q: 3 clusters Score -80488.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -80490.062500 Penalty: 685.614807
	Iteration 28Q: 3 clusters Score -80490.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -80491.281250 Penalty: 685.614807
	Iteration 29Q: 3 clusters Score -80491.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -80492.148438 Penalty: 685.614807
	Iteration 30Q: 3 clusters Score -80492.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -80493.265625 Penalty: 685.614807
	Iteration 31Q: 3 clusters Score -80493.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -80494.921875 Penalty: 685.614807
	Iteration 32Q: 3 clusters Score -80494.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -80497.406250 Penalty: 685.614807
	Iteration 33Q: 3 clusters Score -80497.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -80498.609375 Penalty: 685.614807
	Iteration 34Q: 3 clusters Score -80498.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -80499.289062 Penalty: 685.614807
	Iteration 35Q: 3 clusters Score -80499.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -80499.515625 Penalty: 685.614807
	Iteration 36Q: 3 clusters Score -80499.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -80499.515625 Penalty: 685.614807
	Iteration 37F: 3 clusters Score -80499.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Entering Unmasked Estep 
Score: -879543.687500 Penalty: 442.567139
	Iteration 0F: 2 clusters Score -879543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -868402.062500 Penalty: 885.134277
	Iteration 0F: 3 clusters Score -868402.1 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -873728.187500 Penalty: 885.134277
	Iteration 1F: 3 clusters Score -873728.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -874984.437500 Penalty: 885.134277
	Iteration 2F: 3 clusters Score -874984.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -876448.750000 Penalty: 885.134277
	Iteration 3F: 3 clusters Score -876448.8 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -877605.187500 Penalty: 885.134277
	Iteration 4F: 3 clusters Score -877605.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -878147.437500 Penalty: 885.134277
	Iteration 5Q: 3 clusters Score -878147.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -878404.187500 Penalty: 885.134277
	Iteration 6Q: 3 clusters Score -878404.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -878557.937500 Penalty: 885.134277
	Iteration 7Q: 3 clusters Score -878557.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -878663.062500 Penalty: 885.134277
	Iteration 8Q: 3 clusters Score -878663.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -878739.250000 Penalty: 885.134277
	Iteration 9Q: 3 clusters Score -878739.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -878807.187500 Penalty: 885.134277
	Iteration 10Q: 3 clusters Score -878807.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -878862.437500 Penalty: 885.134277
	Iteration 11Q: 3 clusters Score -878862.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -878909.875000 Penalty: 885.134277
	Iteration 12Q: 3 clusters Score -878909.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -878955.125000 Penalty: 885.134277
	Iteration 13Q: 3 clusters Score -878955.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -878989.750000 Penalty: 885.134277
	Iteration 14Q: 3 clusters Score -878989.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -879018.187500 Penalty: 885.134277
	Iteration 15Q: 3 clusters Score -879018.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -879048.125000 Penalty: 885.134277
	Iteration 16Q: 3 clusters Score -879048.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -879072.312500 Penalty: 885.134277
	Iteration 17Q: 3 clusters Score -879072.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -879095.750000 Penalty: 885.134277
	Iteration 18Q: 3 clusters Score -879095.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -879112.062500 Penalty: 885.134277
	Iteration 19Q: 3 clusters Score -879112.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -879130.875000 Penalty: 885.134277
	Iteration 20F: 3 clusters Score -879130.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -879154.625000 Penalty: 885.134277
	Iteration 21Q: 3 clusters Score -879154.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -879165.500000 Penalty: 885.134277
	Iteration 22Q: 3 clusters Score -879165.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -879176.750000 Penalty: 885.134277
	Iteration 23Q: 3 clusters Score -879176.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -879185.500000 Penalty: 885.134277
	Iteration 24Q: 3 clusters Score -879185.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -879193.625000 Penalty: 885.134277
	Iteration 25Q: 3 clusters Score -879193.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -879201.187500 Penalty: 885.134277
	Iteration 26Q: 3 clusters Score -879201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -879204.500000 Penalty: 885.134277
	Iteration 27Q: 3 clusters Score -879204.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -879207.062500 Penalty: 885.134277
	Iteration 28Q: 3 clusters Score -879207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -879210.062500 Penalty: 885.134277
	Iteration 29Q: 3 clusters Score -879210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -879214.750000 Penalty: 885.134277
	Iteration 30Q: 3 clusters Score -879214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -879216.062500 Penalty: 885.134277
	Iteration 31Q: 3 clusters Score -879216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -879217.625000 Penalty: 885.134277
	Iteration 32Q: 3 clusters Score -879217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -879218.937500 Penalty: 885.134277
	Iteration 33Q: 3 clusters Score -879218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -879221.250000 Penalty: 885.134277
	Iteration 34Q: 3 clusters Score -879221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -879223.062500 Penalty: 885.134277
	Iteration 35Q: 3 clusters Score -879223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -879225.437500 Penalty: 885.134277
	Iteration 36Q: 3 clusters Score -879225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -879225.687500 Penalty: 885.134277
	Iteration 37Q: 3 clusters Score -879225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -879227.875000 Penalty: 885.134277
	Iteration 38Q: 3 clusters Score -879227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -879229.437500 Penalty: 885.134277
	Iteration 39Q: 3 clusters Score -879229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -879232.375000 Penalty: 885.134277
	Iteration 40F: 3 clusters Score -879232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -879233.187500 Penalty: 885.134277
	Iteration 41Q: 3 clusters Score -879233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -879237.375000 Penalty: 885.134277
	Iteration 42Q: 3 clusters Score -879237.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -879239.750000 Penalty: 885.134277
	Iteration 43Q: 3 clusters Score -879239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -879243.000000 Penalty: 885.134277
	Iteration 44Q: 3 clusters Score -879243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -879245.250000 Penalty: 885.134277
	Iteration 45Q: 3 clusters Score -879245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -879248.062500 Penalty: 885.134277
	Iteration 46Q: 3 clusters Score -879248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -879247.625000 Penalty: 885.134277
	Iteration 47Q: 3 clusters Score -879247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -879247.562500 Penalty: 885.134277
	Iteration 48Q: 3 clusters Score -879247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -879249.250000 Penalty: 885.134277
	Iteration 49Q: 3 clusters Score -879249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -879249.562500 Penalty: 885.134277
	Iteration 50Q: 3 clusters Score -879249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -879249.562500 Penalty: 885.134277
	Iteration 51F: 3 clusters Score -879249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5999.555176 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5999.555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6044.207520 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6044.208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6049.214844 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6049.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6050.358887 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6050.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6050.358887 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -6050.359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5793.895996 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5793.896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5847.510742 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5847.511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5869.834961 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5869.835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5968.011230 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -5968.011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6030.142578 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -6030.143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6076.395996 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -6076.396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6080.792969 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6080.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -6082.246094 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6082.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -6085.257324 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -6085.257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6087.014160 Penalty: 445.021759
	Iteration 9Q: 3 clusters Score -6087.014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6098.450684 Penalty: 445.021759
	Iteration 10Q: 3 clusters Score -6098.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6107.184570 Penalty: 445.021759
	Iteration 11Q: 3 clusters Score -6107.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6107.184570 Penalty: 445.021759
	Iteration 12F: 3 clusters Score -6107.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 78179 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 337987 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43813 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 16760 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 21 members 
Entering Unmasked Estep 
Score: -25297802.000000 Penalty: 14994.331055
Splitting cluster 24 changes total score from -25298188.000000 to -25297802.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 78179 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 6155 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 337987 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43813 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 16760 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298118.000000 Penalty: 14394.557617
Iteration 279Q: 25 clusters Score -2.529812e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 78064 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 338151 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298094.000000 Penalty: 14394.557617
Iteration 280F: 25 clusters Score -2.529809e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 77962 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5462 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 338331 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 72 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43509 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 16998 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298024.000000 Penalty: 14394.557617
Iteration 281Q: 25 clusters Score -2.529802e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6584 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 77848 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 6162 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 338532 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43360 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 17115 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297920.000000 Penalty: 14394.557617
Iteration 282Q: 25 clusters Score -2.529792e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 77721 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 338768 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 43161 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 17238 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297806.000000 Penalty: 14394.557617
Iteration 283Q: 25 clusters Score -2.529781e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 6565 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 77601 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 338967 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42998 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 17356 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297808.000000 Penalty: 14394.557617
Iteration 284Q: 25 clusters Score -2.529781e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 77475 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 140 members 
Mstep: Class 13 contains 339174 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42843 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 17478 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297754.000000 Penalty: 14394.557617
Iteration 285Q: 25 clusters Score -2.529775e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 6550 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 77336 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 339371 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42697 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 17608 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297686.000000 Penalty: 14394.557617
Iteration 286Q: 25 clusters Score -2.529769e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 6542 members 
Mstep: Class 3 contains 5063 members 
Mstep: Class 4 contains 77200 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 6175 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4278 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 339565 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42523 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 17770 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297704.000000 Penalty: 14394.557617
Iteration 287Q: 25 clusters Score -2.52977e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 77082 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 339731 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42357 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297798.000000 Penalty: 14394.557617
Iteration 288Q: 25 clusters Score -2.52978e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 5108 members 
Mstep: Class 4 contains 76952 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 339905 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42176 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 18130 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297760.000000 Penalty: 14394.557617
Iteration 289Q: 25 clusters Score -2.529776e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 76831 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 6167 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340065 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 42010 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 18322 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297624.000000 Penalty: 14394.557617
Iteration 290Q: 25 clusters Score -2.529762e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 76679 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 6163 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340230 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 41859 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 18528 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297642.000000 Penalty: 14394.557617
Iteration 291Q: 25 clusters Score -2.529764e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 6478 members 
Mstep: Class 3 contains 5167 members 
Mstep: Class 4 contains 76524 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340386 members 
Mstep: Class 14 contains 1810 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 41710 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 18725 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297564.000000 Penalty: 14394.557617
Iteration 292Q: 25 clusters Score -2.529756e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 76363 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 6160 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340542 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 41537 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 18933 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297554.000000 Penalty: 14394.557617
Iteration 293Q: 25 clusters Score -2.529755e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 76186 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5674 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4212 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340706 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 41348 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297470.000000 Penalty: 14394.557617
Iteration 294Q: 25 clusters Score -2.529747e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 5238 members 
Mstep: Class 4 contains 76007 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 340877 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 41150 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 19366 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297374.000000 Penalty: 14394.557617
Iteration 295Q: 25 clusters Score -2.529737e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 75807 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 341084 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 40960 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297358.000000 Penalty: 14394.557617
Iteration 296Q: 25 clusters Score -2.529736e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 5263 members 
Mstep: Class 4 contains 75589 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 6144 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5765 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 341320 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 71 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 40736 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 19831 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297210.000000 Penalty: 14394.557617
Iteration 297Q: 25 clusters Score -2.529721e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 75356 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 341541 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 73 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 40503 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 20097 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297124.000000 Penalty: 14394.557617
Iteration 298Q: 25 clusters Score -2.529712e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 75139 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 341712 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 74 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 40274 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 20377 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297134.000000 Penalty: 14394.557617
Iteration 299Q: 25 clusters Score -2.529713e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 74914 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 6131 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 341886 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 76 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 40043 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 20669 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297014.000000 Penalty: 14394.557617
Iteration 300F: 25 clusters Score -2.529701e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6380 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 74664 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 342129 members 
Mstep: Class 14 contains 1813 members 
Mstep: Class 15 contains 78 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 39802 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296996.000000 Penalty: 14394.557617
Iteration 301Q: 25 clusters Score -2.5297e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 74394 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 342352 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 81 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 39600 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 21218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296980.000000 Penalty: 14394.557617
Iteration 302Q: 25 clusters Score -2.529698e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 74114 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 342613 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 82 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 39374 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1877 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296988.000000 Penalty: 14394.557617
Iteration 303Q: 25 clusters Score -2.529699e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 73858 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 342861 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 39129 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 21768 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296906.000000 Penalty: 14394.557617
Iteration 304Q: 25 clusters Score -2.529691e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 5434 members 
Mstep: Class 4 contains 73573 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6061 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 343136 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38897 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 1879 members 
Mstep: Class 22 contains 22031 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296872.000000 Penalty: 14394.557617
Iteration 305Q: 25 clusters Score -2.529687e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 73310 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 343382 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38675 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 22297 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296860.000000 Penalty: 14394.557617
Iteration 306Q: 25 clusters Score -2.529686e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 6321 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 73033 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6174 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 343654 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38461 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 22553 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296818.000000 Penalty: 14394.557617
Iteration 307Q: 25 clusters Score -2.529682e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 6314 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 72765 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6232 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 343918 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38239 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 22813 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296790.000000 Penalty: 14394.557617
Iteration 308Q: 25 clusters Score -2.529679e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 72474 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 344203 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 38012 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 23081 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296708.000000 Penalty: 14394.557617
Iteration 309Q: 25 clusters Score -2.529671e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 5510 members 
Mstep: Class 4 contains 72174 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4104 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 344488 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 37793 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 23351 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296762.000000 Penalty: 14394.557617
Iteration 310Q: 25 clusters Score -2.529676e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 71853 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4087 members 
Mstep: Class 12 contains 144 members 
Mstep: Class 13 contains 344768 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 37584 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 23647 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296732.000000 Penalty: 14394.557617
Iteration 311Q: 25 clusters Score -2.529673e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 6259 members 
Mstep: Class 3 contains 5561 members 
Mstep: Class 4 contains 71546 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 6106 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6505 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 345011 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 23962 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296582.000000 Penalty: 14394.557617
Iteration 312Q: 25 clusters Score -2.529658e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 71250 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6570 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4053 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 345302 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 37160 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 24255 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296556.000000 Penalty: 14394.557617
Iteration 313Q: 25 clusters Score -2.529656e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 6210 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 70950 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 6094 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6633 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 4031 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 345610 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 36900 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 22 contains 24559 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296566.000000 Penalty: 14394.557617
Iteration 314Q: 25 clusters Score -2.529657e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 5668 members 
Mstep: Class 4 contains 70627 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 6088 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3999 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 345907 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 36657 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 1884 members 
Mstep: Class 22 contains 24905 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296702.000000 Penalty: 14394.557617
Iteration 315Q: 25 clusters Score -2.52967e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 70302 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6744 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 346207 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 36393 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 25238 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296718.000000 Penalty: 14394.557617
Iteration 316Q: 25 clusters Score -2.529672e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 5754 members 
Mstep: Class 4 contains 69958 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 346513 members 
Mstep: Class 14 contains 1774 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 36164 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 25550 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296796.000000 Penalty: 14394.557617
Iteration 317Q: 25 clusters Score -2.52968e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 5806 members 
Mstep: Class 4 contains 69604 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3924 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 346792 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 35977 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 25873 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296750.000000 Penalty: 14394.557617
Iteration 318Q: 25 clusters Score -2.529675e+07 nChanged 1317
Entering ConstructFrom: 
Score: -25296750.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (13868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Entering Unmasked Estep 
Score: -654017.875000 Penalty: 433.948944
	Iteration 0F: 2 clusters Score -654017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -644813.562500 Penalty: 867.897888
	Iteration 0F: 3 clusters Score -644813.6 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -648464.625000 Penalty: 867.897888
	Iteration 1F: 3 clusters Score -648464.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -648720.687500 Penalty: 867.897888
	Iteration 2Q: 3 clusters Score -648720.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -649107.625000 Penalty: 867.897888
	Iteration 3F: 3 clusters Score -649107.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -649648.062500 Penalty: 867.897888
	Iteration 4F: 3 clusters Score -649648.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -650334.062500 Penalty: 867.897888
	Iteration 5F: 3 clusters Score -650334.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -651056.687500 Penalty: 867.897888
	Iteration 6F: 3 clusters Score -651056.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -651593.375000 Penalty: 867.897888
	Iteration 7F: 3 clusters Score -651593.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -651869.812500 Penalty: 867.897888
	Iteration 8Q: 3 clusters Score -651869.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -652041.625000 Penalty: 867.897888
	Iteration 9Q: 3 clusters Score -652041.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -652181.625000 Penalty: 867.897888
	Iteration 10Q: 3 clusters Score -652181.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -652329.625000 Penalty: 867.897888
	Iteration 11Q: 3 clusters Score -652329.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -652496.062500 Penalty: 867.897888
	Iteration 12Q: 3 clusters Score -652496.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -652688.875000 Penalty: 867.897888
	Iteration 13Q: 3 clusters Score -652688.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -652863.812500 Penalty: 867.897888
	Iteration 14Q: 3 clusters Score -652863.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -653036.687500 Penalty: 867.897888
	Iteration 15Q: 3 clusters Score -653036.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -653197.625000 Penalty: 867.897888
	Iteration 16Q: 3 clusters Score -653197.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -653319.625000 Penalty: 867.897888
	Iteration 17Q: 3 clusters Score -653319.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -653414.687500 Penalty: 867.897888
	Iteration 18Q: 3 clusters Score -653414.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -653495.812500 Penalty: 867.897888
	Iteration 19Q: 3 clusters Score -653495.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -653557.750000 Penalty: 867.897888
	Iteration 20F: 3 clusters Score -653557.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -653604.062500 Penalty: 867.897888
	Iteration 21Q: 3 clusters Score -653604.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -653634.937500 Penalty: 867.897888
	Iteration 22Q: 3 clusters Score -653634.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -653652.562500 Penalty: 867.897888
	Iteration 23Q: 3 clusters Score -653652.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -653661.125000 Penalty: 867.897888
	Iteration 24Q: 3 clusters Score -653661.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -653670.750000 Penalty: 867.897888
	Iteration 25Q: 3 clusters Score -653670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -653673.750000 Penalty: 867.897888
	Iteration 26Q: 3 clusters Score -653673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -653676.500000 Penalty: 867.897888
	Iteration 27Q: 3 clusters Score -653676.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -653677.062500 Penalty: 867.897888
	Iteration 28Q: 3 clusters Score -653677.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -653678.250000 Penalty: 867.897888
	Iteration 29Q: 3 clusters Score -653678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -653678.125000 Penalty: 867.897888
	Iteration 30Q: 3 clusters Score -653678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -653678.250000 Penalty: 867.897888
	Iteration 31Q: 3 clusters Score -653678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -653679.250000 Penalty: 867.897888
	Iteration 32Q: 3 clusters Score -653679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -653679.437500 Penalty: 867.897888
	Iteration 33Q: 3 clusters Score -653679.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -653680.500000 Penalty: 867.897888
	Iteration 34Q: 3 clusters Score -653680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -653680.062500 Penalty: 867.897888
	Iteration 35Q: 3 clusters Score -653680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -653680.687500 Penalty: 867.897888
	Iteration 36Q: 3 clusters Score -653680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -653682.187500 Penalty: 867.897888
	Iteration 37Q: 3 clusters Score -653682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -653684.312500 Penalty: 867.897888
	Iteration 38Q: 3 clusters Score -653684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -653683.500000 Penalty: 867.897888
	Iteration 39Q: 3 clusters Score -653683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -653684.062500 Penalty: 867.897888
	Iteration 40F: 3 clusters Score -653684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -653683.500000 Penalty: 867.897888
	Iteration 41Q: 3 clusters Score -653683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -653683.812500 Penalty: 867.897888
	Iteration 42Q: 3 clusters Score -653683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -653683.812500 Penalty: 867.897888
	Iteration 43F: 3 clusters Score -653683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Entering Unmasked Estep 
Score: -289454.843750 Penalty: 396.467987
	Iteration 0F: 2 clusters Score -289454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -285408.625000 Penalty: 792.935974
	Iteration 0F: 3 clusters Score -285408.6 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -286870.468750 Penalty: 792.935974
	Iteration 1F: 3 clusters Score -286870.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -287039.375000 Penalty: 792.935974
	Iteration 2F: 3 clusters Score -287039.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -287251.437500 Penalty: 792.935974
	Iteration 3F: 3 clusters Score -287251.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -287571.125000 Penalty: 792.935974
	Iteration 4F: 3 clusters Score -287571.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -287974.312500 Penalty: 792.935974
	Iteration 5F: 3 clusters Score -287974.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -288312.437500 Penalty: 792.935974
	Iteration 6F: 3 clusters Score -288312.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -288506.937500 Penalty: 792.935974
	Iteration 7F: 3 clusters Score -288506.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -288612.531250 Penalty: 792.935974
	Iteration 8Q: 3 clusters Score -288612.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -288658.093750 Penalty: 792.935974
	Iteration 9Q: 3 clusters Score -288658.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -288699.156250 Penalty: 792.935974
	Iteration 10Q: 3 clusters Score -288699.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -288733.312500 Penalty: 792.935974
	Iteration 11Q: 3 clusters Score -288733.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -288761.312500 Penalty: 792.935974
	Iteration 12Q: 3 clusters Score -288761.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -288791.875000 Penalty: 792.935974
	Iteration 13Q: 3 clusters Score -288791.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -288817.000000 Penalty: 792.935974
	Iteration 14Q: 3 clusters Score -288817 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -288839.343750 Penalty: 792.935974
	Iteration 15Q: 3 clusters Score -288839.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -288865.281250 Penalty: 792.935974
	Iteration 16Q: 3 clusters Score -288865.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -288896.625000 Penalty: 792.935974
	Iteration 17Q: 3 clusters Score -288896.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -288926.250000 Penalty: 792.935974
	Iteration 18Q: 3 clusters Score -288926.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -288944.781250 Penalty: 792.935974
	Iteration 19Q: 3 clusters Score -288944.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -288962.750000 Penalty: 792.935974
	Iteration 20F: 3 clusters Score -288962.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -288982.468750 Penalty: 792.935974
	Iteration 21Q: 3 clusters Score -288982.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -289005.218750 Penalty: 792.935974
	Iteration 22Q: 3 clusters Score -289005.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -289024.187500 Penalty: 792.935974
	Iteration 23Q: 3 clusters Score -289024.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -289040.750000 Penalty: 792.935974
	Iteration 24Q: 3 clusters Score -289040.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -289055.593750 Penalty: 792.935974
	Iteration 25Q: 3 clusters Score -289055.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -289070.125000 Penalty: 792.935974
	Iteration 26Q: 3 clusters Score -289070.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -289085.468750 Penalty: 792.935974
	Iteration 27Q: 3 clusters Score -289085.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -289099.218750 Penalty: 792.935974
	Iteration 28Q: 3 clusters Score -289099.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -289111.000000 Penalty: 792.935974
	Iteration 29Q: 3 clusters Score -289111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -289122.718750 Penalty: 792.935974
	Iteration 30Q: 3 clusters Score -289122.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -289131.250000 Penalty: 792.935974
	Iteration 31Q: 3 clusters Score -289131.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -289139.218750 Penalty: 792.935974
	Iteration 32Q: 3 clusters Score -289139.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -289149.156250 Penalty: 792.935974
	Iteration 33Q: 3 clusters Score -289149.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -289161.718750 Penalty: 792.935974
	Iteration 34Q: 3 clusters Score -289161.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -289171.218750 Penalty: 792.935974
	Iteration 35Q: 3 clusters Score -289171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -289180.625000 Penalty: 792.935974
	Iteration 36Q: 3 clusters Score -289180.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -289194.468750 Penalty: 792.935974
	Iteration 37Q: 3 clusters Score -289194.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -289212.343750 Penalty: 792.935974
	Iteration 38Q: 3 clusters Score -289212.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -289229.906250 Penalty: 792.935974
	Iteration 39Q: 3 clusters Score -289229.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -289242.812500 Penalty: 792.935974
	Iteration 40F: 3 clusters Score -289242.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -289252.187500 Penalty: 792.935974
	Iteration 41Q: 3 clusters Score -289252.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -289259.468750 Penalty: 792.935974
	Iteration 42Q: 3 clusters Score -289259.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -289264.906250 Penalty: 792.935974
	Iteration 43Q: 3 clusters Score -289264.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -289273.031250 Penalty: 792.935974
	Iteration 44Q: 3 clusters Score -289273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -289279.125000 Penalty: 792.935974
	Iteration 45Q: 3 clusters Score -289279.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -289285.781250 Penalty: 792.935974
	Iteration 46Q: 3 clusters Score -289285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -289292.562500 Penalty: 792.935974
	Iteration 47Q: 3 clusters Score -289292.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -289300.500000 Penalty: 792.935974
	Iteration 48Q: 3 clusters Score -289300.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -289312.281250 Penalty: 792.935974
	Iteration 49Q: 3 clusters Score -289312.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -289322.968750 Penalty: 792.935974
	Iteration 50Q: 3 clusters Score -289323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -289334.312500 Penalty: 792.935974
	Iteration 51Q: 3 clusters Score -289334.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -289340.187500 Penalty: 792.935974
	Iteration 52Q: 3 clusters Score -289340.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -289344.531250 Penalty: 792.935974
	Iteration 53Q: 3 clusters Score -289344.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -289348.062500 Penalty: 792.935974
	Iteration 54Q: 3 clusters Score -289348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -289351.875000 Penalty: 792.935974
	Iteration 55Q: 3 clusters Score -289351.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -289357.468750 Penalty: 792.935974
	Iteration 56Q: 3 clusters Score -289357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -289361.656250 Penalty: 792.935974
	Iteration 57Q: 3 clusters Score -289361.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -289363.843750 Penalty: 792.935974
	Iteration 58Q: 3 clusters Score -289363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -289367.375000 Penalty: 792.935974
	Iteration 59Q: 3 clusters Score -289367.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -289372.250000 Penalty: 792.935974
	Iteration 60F: 3 clusters Score -289372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -289376.906250 Penalty: 792.935974
	Iteration 61Q: 3 clusters Score -289376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -289379.281250 Penalty: 792.935974
	Iteration 62Q: 3 clusters Score -289379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -289380.656250 Penalty: 792.935974
	Iteration 63Q: 3 clusters Score -289380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -289381.625000 Penalty: 792.935974
	Iteration 64Q: 3 clusters Score -289381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -289382.656250 Penalty: 792.935974
	Iteration 65Q: 3 clusters Score -289382.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -289383.843750 Penalty: 792.935974
	Iteration 66Q: 3 clusters Score -289383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -289384.125000 Penalty: 792.935974
	Iteration 67Q: 3 clusters Score -289384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -289384.531250 Penalty: 792.935974
	Iteration 68Q: 3 clusters Score -289384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -289385.218750 Penalty: 792.935974
	Iteration 69Q: 3 clusters Score -289385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -289384.937500 Penalty: 792.935974
	Iteration 70Q: 3 clusters Score -289384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -289386.093750 Penalty: 792.935974
	Iteration 71Q: 3 clusters Score -289386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -289387.000000 Penalty: 792.935974
	Iteration 72Q: 3 clusters Score -289387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -289387.468750 Penalty: 792.935974
	Iteration 73Q: 3 clusters Score -289387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -289387.937500 Penalty: 792.935974
	Iteration 74Q: 3 clusters Score -289387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -289387.937500 Penalty: 792.935974
	Iteration 75F: 3 clusters Score -289387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -304624.375000 Penalty: 394.784698
	Iteration 0F: 2 clusters Score -304624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -300604.531250 Penalty: 789.569397
	Iteration 0F: 3 clusters Score -300604.5 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -302130.312500 Penalty: 789.569397
	Iteration 1F: 3 clusters Score -302130.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -302308.093750 Penalty: 789.569397
	Iteration 2F: 3 clusters Score -302308.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -302480.593750 Penalty: 789.569397
	Iteration 3F: 3 clusters Score -302480.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -302667.531250 Penalty: 789.569397
	Iteration 4F: 3 clusters Score -302667.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -302913.875000 Penalty: 789.569397
	Iteration 5F: 3 clusters Score -302913.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -303216.781250 Penalty: 789.569397
	Iteration 6F: 3 clusters Score -303216.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -303416.937500 Penalty: 789.569397
	Iteration 7F: 3 clusters Score -303416.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -303514.843750 Penalty: 789.569397
	Iteration 8Q: 3 clusters Score -303514.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -303564.531250 Penalty: 789.569397
	Iteration 9Q: 3 clusters Score -303564.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -303599.906250 Penalty: 789.569397
	Iteration 10Q: 3 clusters Score -303599.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -303634.750000 Penalty: 789.569397
	Iteration 11Q: 3 clusters Score -303634.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -303663.625000 Penalty: 789.569397
	Iteration 12Q: 3 clusters Score -303663.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -303686.843750 Penalty: 789.569397
	Iteration 13Q: 3 clusters Score -303686.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -303706.812500 Penalty: 789.569397
	Iteration 14Q: 3 clusters Score -303706.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -303725.593750 Penalty: 789.569397
	Iteration 15Q: 3 clusters Score -303725.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -303743.343750 Penalty: 789.569397
	Iteration 16Q: 3 clusters Score -303743.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -303760.031250 Penalty: 789.569397
	Iteration 17Q: 3 clusters Score -303760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -303771.468750 Penalty: 789.569397
	Iteration 18Q: 3 clusters Score -303771.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -303781.406250 Penalty: 789.569397
	Iteration 19Q: 3 clusters Score -303781.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -303793.500000 Penalty: 789.569397
	Iteration 20F: 3 clusters Score -303793.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -303805.437500 Penalty: 789.569397
	Iteration 21Q: 3 clusters Score -303805.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -303817.562500 Penalty: 789.569397
	Iteration 22Q: 3 clusters Score -303817.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -303828.562500 Penalty: 789.569397
	Iteration 23Q: 3 clusters Score -303828.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -303835.187500 Penalty: 789.569397
	Iteration 24Q: 3 clusters Score -303835.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -303838.875000 Penalty: 789.569397
	Iteration 25Q: 3 clusters Score -303838.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -303845.312500 Penalty: 789.569397
	Iteration 26Q: 3 clusters Score -303845.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -303847.968750 Penalty: 789.569397
	Iteration 27Q: 3 clusters Score -303848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -303848.625000 Penalty: 789.569397
	Iteration 28Q: 3 clusters Score -303848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -303850.781250 Penalty: 789.569397
	Iteration 29Q: 3 clusters Score -303850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -303854.843750 Penalty: 789.569397
	Iteration 30Q: 3 clusters Score -303854.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -303860.000000 Penalty: 789.569397
	Iteration 31Q: 3 clusters Score -303860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -303864.093750 Penalty: 789.569397
	Iteration 32Q: 3 clusters Score -303864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -303865.718750 Penalty: 789.569397
	Iteration 33Q: 3 clusters Score -303865.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -303867.218750 Penalty: 789.569397
	Iteration 34Q: 3 clusters Score -303867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -303868.343750 Penalty: 789.569397
	Iteration 35Q: 3 clusters Score -303868.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -303869.812500 Penalty: 789.569397
	Iteration 36Q: 3 clusters Score -303869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -303871.531250 Penalty: 789.569397
	Iteration 37Q: 3 clusters Score -303871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -303872.687500 Penalty: 789.569397
	Iteration 38Q: 3 clusters Score -303872.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -303873.187500 Penalty: 789.569397
	Iteration 39Q: 3 clusters Score -303873.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -303875.250000 Penalty: 789.569397
	Iteration 40F: 3 clusters Score -303875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -303876.500000 Penalty: 789.569397
	Iteration 41Q: 3 clusters Score -303876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -303877.906250 Penalty: 789.569397
	Iteration 42Q: 3 clusters Score -303877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -303878.687500 Penalty: 789.569397
	Iteration 43Q: 3 clusters Score -303878.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -303881.156250 Penalty: 789.569397
	Iteration 44Q: 3 clusters Score -303881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -303883.000000 Penalty: 789.569397
	Iteration 45Q: 3 clusters Score -303883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -303883.625000 Penalty: 789.569397
	Iteration 46Q: 3 clusters Score -303883.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -303885.781250 Penalty: 789.569397
	Iteration 47Q: 3 clusters Score -303885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -303886.593750 Penalty: 789.569397
	Iteration 48Q: 3 clusters Score -303886.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -303889.062500 Penalty: 789.569397
	Iteration 49Q: 3 clusters Score -303889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -303891.375000 Penalty: 789.569397
	Iteration 50Q: 3 clusters Score -303891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -303892.562500 Penalty: 789.569397
	Iteration 51Q: 3 clusters Score -303892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -303894.593750 Penalty: 789.569397
	Iteration 52Q: 3 clusters Score -303894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -303894.531250 Penalty: 789.569397
	Iteration 53Q: 3 clusters Score -303894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -303894.687500 Penalty: 789.569397
	Iteration 54Q: 3 clusters Score -303894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -303894.687500 Penalty: 789.569397
	Iteration 55F: 3 clusters Score -303894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (69244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Entering Unmasked Estep 
Score: -3518169.500000 Penalty: 507.115326
	Iteration 0F: 2 clusters Score -3518170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3471534.000000 Penalty: 1014.230652
	Iteration 0F: 3 clusters Score -3471534 nChanged 33691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -3492017.000000 Penalty: 1014.230652
	Iteration 1F: 3 clusters Score -3492017 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -3492942.000000 Penalty: 1014.230652
	Iteration 2Q: 3 clusters Score -3492942 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3494386.500000 Penalty: 1014.230652
	Iteration 3Q: 3 clusters Score -3494386 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -3496697.000000 Penalty: 1014.230652
	Iteration 4F: 3 clusters Score -3496697 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -3499967.750000 Penalty: 1014.230652
	Iteration 5F: 3 clusters Score -3499968 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -3503481.000000 Penalty: 1014.230652
	Iteration 6F: 3 clusters Score -3503481 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -3505783.250000 Penalty: 1014.230652
	Iteration 7F: 3 clusters Score -3505783 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -3506832.750000 Penalty: 1014.230652
	Iteration 8Q: 3 clusters Score -3506833 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -3507382.750000 Penalty: 1014.230652
	Iteration 9Q: 3 clusters Score -3507383 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -3507749.250000 Penalty: 1014.230652
	Iteration 10Q: 3 clusters Score -3507749 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -3508196.000000 Penalty: 1014.230652
	Iteration 11Q: 3 clusters Score -3508196 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -3508714.750000 Penalty: 1014.230652
	Iteration 12Q: 3 clusters Score -3508715 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -3509283.250000 Penalty: 1014.230652
	Iteration 13Q: 3 clusters Score -3509283 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -3509860.500000 Penalty: 1014.230652
	Iteration 14Q: 3 clusters Score -3509860 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -3510571.250000 Penalty: 1014.230652
	Iteration 15Q: 3 clusters Score -3510571 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -3511259.250000 Penalty: 1014.230652
	Iteration 16Q: 3 clusters Score -3511259 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -3511963.000000 Penalty: 1014.230652
	Iteration 17Q: 3 clusters Score -3511963 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -3512640.500000 Penalty: 1014.230652
	Iteration 18Q: 3 clusters Score -3512640 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -3513327.500000 Penalty: 1014.230652
	Iteration 19Q: 3 clusters Score -3513328 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -3513981.250000 Penalty: 1014.230652
	Iteration 20F: 3 clusters Score -3513981 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -3514524.750000 Penalty: 1014.230652
	Iteration 21Q: 3 clusters Score -3514525 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -3514977.750000 Penalty: 1014.230652
	Iteration 22Q: 3 clusters Score -3514978 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -3515398.750000 Penalty: 1014.230652
	Iteration 23Q: 3 clusters Score -3515399 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -3515720.500000 Penalty: 1014.230652
	Iteration 24Q: 3 clusters Score -3515720 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -3515922.750000 Penalty: 1014.230652
	Iteration 25Q: 3 clusters Score -3515923 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -3516086.250000 Penalty: 1014.230652
	Iteration 26Q: 3 clusters Score -3516086 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -3516234.000000 Penalty: 1014.230652
	Iteration 27Q: 3 clusters Score -3516234 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -3516362.500000 Penalty: 1014.230652
	Iteration 28Q: 3 clusters Score -3516362 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -3516519.750000 Penalty: 1014.230652
	Iteration 29Q: 3 clusters Score -3516520 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -3516638.500000 Penalty: 1014.230652
	Iteration 30Q: 3 clusters Score -3516638 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -3516736.750000 Penalty: 1014.230652
	Iteration 31Q: 3 clusters Score -3516737 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -3516825.750000 Penalty: 1014.230652
	Iteration 32Q: 3 clusters Score -3516826 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -3516929.250000 Penalty: 1014.230652
	Iteration 33Q: 3 clusters Score -3516929 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -3516988.500000 Penalty: 1014.230652
	Iteration 34Q: 3 clusters Score -3516988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -3517057.750000 Penalty: 1014.230652
	Iteration 35Q: 3 clusters Score -3517058 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -3517107.750000 Penalty: 1014.230652
	Iteration 36Q: 3 clusters Score -3517108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -3517172.750000 Penalty: 1014.230652
	Iteration 37Q: 3 clusters Score -3517173 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -3517210.000000 Penalty: 1014.230652
	Iteration 38Q: 3 clusters Score -3517210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -3517251.000000 Penalty: 1014.230652
	Iteration 39Q: 3 clusters Score -3517251 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -3517310.500000 Penalty: 1014.230652
	Iteration 40F: 3 clusters Score -3517310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -3517352.000000 Penalty: 1014.230652
	Iteration 41Q: 3 clusters Score -3517352 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -3517410.000000 Penalty: 1014.230652
	Iteration 42Q: 3 clusters Score -3517410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -3517447.250000 Penalty: 1014.230652
	Iteration 43Q: 3 clusters Score -3517447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -3517503.500000 Penalty: 1014.230652
	Iteration 44Q: 3 clusters Score -3517504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -3517550.500000 Penalty: 1014.230652
	Iteration 45Q: 3 clusters Score -3517550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -3517566.500000 Penalty: 1014.230652
	Iteration 46Q: 3 clusters Score -3517566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -3517601.250000 Penalty: 1014.230652
	Iteration 47Q: 3 clusters Score -3517601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -3517642.250000 Penalty: 1014.230652
	Iteration 48Q: 3 clusters Score -3517642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -3517659.500000 Penalty: 1014.230652
	Iteration 49Q: 3 clusters Score -3517660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -3517674.750000 Penalty: 1014.230652
	Iteration 50Q: 3 clusters Score -3517675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -3517679.500000 Penalty: 1014.230652
	Iteration 51Q: 3 clusters Score -3517680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -3517691.750000 Penalty: 1014.230652
	Iteration 52Q: 3 clusters Score -3517692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -3517705.750000 Penalty: 1014.230652
	Iteration 53Q: 3 clusters Score -3517706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -3517720.500000 Penalty: 1014.230652
	Iteration 54Q: 3 clusters Score -3517720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -3517727.750000 Penalty: 1014.230652
	Iteration 55Q: 3 clusters Score -3517728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -3517741.250000 Penalty: 1014.230652
	Iteration 56Q: 3 clusters Score -3517741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -3517746.500000 Penalty: 1014.230652
	Iteration 57Q: 3 clusters Score -3517746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -3517747.250000 Penalty: 1014.230652
	Iteration 58Q: 3 clusters Score -3517747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -3517744.500000 Penalty: 1014.230652
	Iteration 59Q: 3 clusters Score -3517744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -3517754.000000 Penalty: 1014.230652
	Iteration 60F: 3 clusters Score -3517754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -3517756.500000 Penalty: 1014.230652
	Iteration 61Q: 3 clusters Score -3517756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -3517760.000000 Penalty: 1014.230652
	Iteration 62Q: 3 clusters Score -3517760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -3517757.000000 Penalty: 1014.230652
	Iteration 63Q: 3 clusters Score -3517757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -3517765.000000 Penalty: 1014.230652
	Iteration 64Q: 3 clusters Score -3517765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -3517764.250000 Penalty: 1014.230652
	Iteration 65Q: 3 clusters Score -3517764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -3517773.000000 Penalty: 1014.230652
	Iteration 66Q: 3 clusters Score -3517773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -3517780.250000 Penalty: 1014.230652
	Iteration 67Q: 3 clusters Score -3517780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -3517780.750000 Penalty: 1014.230652
	Iteration 68Q: 3 clusters Score -3517781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -3517778.000000 Penalty: 1014.230652
	Iteration 69Q: 3 clusters Score -3517778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -3517782.250000 Penalty: 1014.230652
	Iteration 70Q: 3 clusters Score -3517782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -3517787.500000 Penalty: 1014.230652
	Iteration 71Q: 3 clusters Score -3517788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -3517796.000000 Penalty: 1014.230652
	Iteration 72Q: 3 clusters Score -3517796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -3517805.000000 Penalty: 1014.230652
	Iteration 73Q: 3 clusters Score -3517805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -3517808.250000 Penalty: 1014.230652
	Iteration 74Q: 3 clusters Score -3517808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -3517818.000000 Penalty: 1014.230652
	Iteration 75Q: 3 clusters Score -3517818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -3517820.000000 Penalty: 1014.230652
	Iteration 76Q: 3 clusters Score -3517820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -3517829.000000 Penalty: 1014.230652
	Iteration 77Q: 3 clusters Score -3517829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -3517832.500000 Penalty: 1014.230652
	Iteration 78Q: 3 clusters Score -3517832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -3517841.250000 Penalty: 1014.230652
	Iteration 79Q: 3 clusters Score -3517841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -3517839.750000 Penalty: 1014.230652
	Iteration 80F: 3 clusters Score -3517840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -3517844.250000 Penalty: 1014.230652
	Iteration 81Q: 3 clusters Score -3517844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -3517845.500000 Penalty: 1014.230652
	Iteration 82Q: 3 clusters Score -3517846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -3517852.750000 Penalty: 1014.230652
	Iteration 83Q: 3 clusters Score -3517853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -3517856.750000 Penalty: 1014.230652
	Iteration 84Q: 3 clusters Score -3517857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -3517861.000000 Penalty: 1014.230652
	Iteration 85Q: 3 clusters Score -3517861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -3517867.750000 Penalty: 1014.230652
	Iteration 86Q: 3 clusters Score -3517868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -3517868.000000 Penalty: 1014.230652
	Iteration 87Q: 3 clusters Score -3517868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -3517867.750000 Penalty: 1014.230652
	Iteration 88Q: 3 clusters Score -3517868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -3517881.750000 Penalty: 1014.230652
	Iteration 89Q: 3 clusters Score -3517882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -3517875.750000 Penalty: 1014.230652
	Iteration 90Q: 3 clusters Score -3517876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -3517878.500000 Penalty: 1014.230652
	Iteration 91Q: 3 clusters Score -3517878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -3517880.750000 Penalty: 1014.230652
	Iteration 92Q: 3 clusters Score -3517881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -3517883.000000 Penalty: 1014.230652
	Iteration 93Q: 3 clusters Score -3517883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -3517883.250000 Penalty: 1014.230652
	Iteration 94Q: 3 clusters Score -3517883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -3517885.250000 Penalty: 1014.230652
	Iteration 95Q: 3 clusters Score -3517885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -3517886.500000 Penalty: 1014.230652
	Iteration 96Q: 3 clusters Score -3517886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -3517882.750000 Penalty: 1014.230652
	Iteration 97Q: 3 clusters Score -3517883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -3517882.750000 Penalty: 1014.230652
	Iteration 98Q: 3 clusters Score -3517883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -3517885.000000 Penalty: 1014.230652
	Iteration 99Q: 3 clusters Score -3517885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -3517884.750000 Penalty: 1014.230652
	Iteration 100F: 3 clusters Score -3517885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -3517890.250000 Penalty: 1014.230652
	Iteration 101Q: 3 clusters Score -3517890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -3517890.250000 Penalty: 1014.230652
	Iteration 102F: 3 clusters Score -3517890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10407.208984 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10407.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10497.529297 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10497.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10565.785156 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10565.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10608.285156 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -10608.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10638.434570 Penalty: 500.242279
	Iteration 4F: 3 clusters Score -10638.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10651.293945 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10651.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10655.438477 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10655.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10661.303711 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10681.847656 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10681.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10691.514648 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10691.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10694.687500 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -10694.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10695.708984 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -10695.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10695.708984 Penalty: 500.242279
	Iteration 12F: 3 clusters Score -10695.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -107458.648438 Penalty: 350.466309
	Iteration 0F: 2 clusters Score -107458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -105887.843750 Penalty: 700.932617
	Iteration 0F: 3 clusters Score -105887.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -106401.734375 Penalty: 700.932617
	Iteration 1F: 3 clusters Score -106401.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -106560.570312 Penalty: 700.932617
	Iteration 2F: 3 clusters Score -106560.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -106744.468750 Penalty: 700.932617
	Iteration 3F: 3 clusters Score -106744.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -106860.750000 Penalty: 700.932617
	Iteration 4F: 3 clusters Score -106860.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -106943.328125 Penalty: 700.932617
	Iteration 5F: 3 clusters Score -106943.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -106996.328125 Penalty: 700.932617
	Iteration 6Q: 3 clusters Score -106996.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -107034.476562 Penalty: 700.932617
	Iteration 7Q: 3 clusters Score -107034.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -107058.546875 Penalty: 700.932617
	Iteration 8Q: 3 clusters Score -107058.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -107079.265625 Penalty: 700.932617
	Iteration 9Q: 3 clusters Score -107079.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -107093.765625 Penalty: 700.932617
	Iteration 10Q: 3 clusters Score -107093.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -107106.406250 Penalty: 700.932617
	Iteration 11Q: 3 clusters Score -107106.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -107116.578125 Penalty: 700.932617
	Iteration 12Q: 3 clusters Score -107116.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -107126.968750 Penalty: 700.932617
	Iteration 13Q: 3 clusters Score -107127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -107131.218750 Penalty: 700.932617
	Iteration 14Q: 3 clusters Score -107131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -107135.382812 Penalty: 700.932617
	Iteration 15Q: 3 clusters Score -107135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -107140.007812 Penalty: 700.932617
	Iteration 16Q: 3 clusters Score -107140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -107145.359375 Penalty: 700.932617
	Iteration 17Q: 3 clusters Score -107145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -107151.664062 Penalty: 700.932617
	Iteration 18Q: 3 clusters Score -107151.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -107159.570312 Penalty: 700.932617
	Iteration 19Q: 3 clusters Score -107159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -107165.382812 Penalty: 700.932617
	Iteration 20F: 3 clusters Score -107165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -107170.570312 Penalty: 700.932617
	Iteration 21Q: 3 clusters Score -107170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -107177.750000 Penalty: 700.932617
	Iteration 22Q: 3 clusters Score -107177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -107183.375000 Penalty: 700.932617
	Iteration 23Q: 3 clusters Score -107183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -107187.554688 Penalty: 700.932617
	Iteration 24Q: 3 clusters Score -107187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -107190.257812 Penalty: 700.932617
	Iteration 25Q: 3 clusters Score -107190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -107193.320312 Penalty: 700.932617
	Iteration 26Q: 3 clusters Score -107193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -107195.531250 Penalty: 700.932617
	Iteration 27Q: 3 clusters Score -107195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -107196.851562 Penalty: 700.932617
	Iteration 28Q: 3 clusters Score -107196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -107198.343750 Penalty: 700.932617
	Iteration 29Q: 3 clusters Score -107198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -107199.726562 Penalty: 700.932617
	Iteration 30Q: 3 clusters Score -107199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -107200.398438 Penalty: 700.932617
	Iteration 31Q: 3 clusters Score -107200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -107200.750000 Penalty: 700.932617
	Iteration 32Q: 3 clusters Score -107200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -107200.750000 Penalty: 700.932617
	Iteration 33F: 3 clusters Score -107200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -277638.875000 Penalty: 396.205505
	Iteration 0F: 2 clusters Score -277638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -273535.500000 Penalty: 792.411011
	Iteration 0F: 3 clusters Score -273535.5 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -275064.718750 Penalty: 792.411011
	Iteration 1F: 3 clusters Score -275064.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -275140.875000 Penalty: 792.411011
	Iteration 2Q: 3 clusters Score -275140.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -275197.718750 Penalty: 792.411011
	Iteration 3Q: 3 clusters Score -275197.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -275257.312500 Penalty: 792.411011
	Iteration 4Q: 3 clusters Score -275257.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -275311.625000 Penalty: 792.411011
	Iteration 5Q: 3 clusters Score -275311.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -275379.750000 Penalty: 792.411011
	Iteration 6Q: 3 clusters Score -275379.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -275476.468750 Penalty: 792.411011
	Iteration 7Q: 3 clusters Score -275476.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -275617.593750 Penalty: 792.411011
	Iteration 8Q: 3 clusters Score -275617.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -275833.062500 Penalty: 792.411011
	Iteration 9F: 3 clusters Score -275833.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -276172.812500 Penalty: 792.411011
	Iteration 10F: 3 clusters Score -276172.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -276566.531250 Penalty: 792.411011
	Iteration 11F: 3 clusters Score -276566.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -276889.312500 Penalty: 792.411011
	Iteration 12Q: 3 clusters Score -276889.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -277108.062500 Penalty: 792.411011
	Iteration 13Q: 3 clusters Score -277108.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -277241.406250 Penalty: 792.411011
	Iteration 14Q: 3 clusters Score -277241.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -277297.437500 Penalty: 792.411011
	Iteration 15Q: 3 clusters Score -277297.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -277345.937500 Penalty: 792.411011
	Iteration 16Q: 3 clusters Score -277345.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -277372.312500 Penalty: 792.411011
	Iteration 17Q: 3 clusters Score -277372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -277382.843750 Penalty: 792.411011
	Iteration 18Q: 3 clusters Score -277382.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -277396.625000 Penalty: 792.411011
	Iteration 19Q: 3 clusters Score -277396.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -277405.031250 Penalty: 792.411011
	Iteration 20F: 3 clusters Score -277405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -277408.937500 Penalty: 792.411011
	Iteration 21Q: 3 clusters Score -277408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -277411.218750 Penalty: 792.411011
	Iteration 22Q: 3 clusters Score -277411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -277412.187500 Penalty: 792.411011
	Iteration 23Q: 3 clusters Score -277412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -277413.437500 Penalty: 792.411011
	Iteration 24Q: 3 clusters Score -277413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -277414.031250 Penalty: 792.411011
	Iteration 25Q: 3 clusters Score -277414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -277414.750000 Penalty: 792.411011
	Iteration 26Q: 3 clusters Score -277414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -277415.187500 Penalty: 792.411011
	Iteration 27Q: 3 clusters Score -277415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -277415.125000 Penalty: 792.411011
	Iteration 28Q: 3 clusters Score -277415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -277415.437500 Penalty: 792.411011
	Iteration 29Q: 3 clusters Score -277415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -277415.437500 Penalty: 792.411011
	Iteration 30F: 3 clusters Score -277415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 365 members 
Entering Unmasked Estep 
Score: -34071.941406 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34071.94 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34234.800781 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34234.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34282.824219 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34282.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34309.929688 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -34309.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34326.734375 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34326.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34338.398438 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34349.984375 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34349.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34360.601562 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34365.335938 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34365.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34368.531250 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34368.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34371.246094 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34371.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34372.750000 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34372.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34373.773438 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34373.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34374.332031 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34374.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34375.863281 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34375.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34376.191406 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34376.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34376.191406 Penalty: 600.588257
	Iteration 16F: 3 clusters Score -34376.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -363825.968750 Penalty: 402.193665
	Iteration 0F: 2 clusters Score -363826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -359191.187500 Penalty: 804.387329
	Iteration 0F: 3 clusters Score -359191.2 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -361056.781250 Penalty: 804.387329
	Iteration 1F: 3 clusters Score -361056.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -361330.468750 Penalty: 804.387329
	Iteration 2F: 3 clusters Score -361330.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -361703.437500 Penalty: 804.387329
	Iteration 3F: 3 clusters Score -361703.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -362179.281250 Penalty: 804.387329
	Iteration 4F: 3 clusters Score -362179.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -362593.375000 Penalty: 804.387329
	Iteration 5F: 3 clusters Score -362593.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -362843.656250 Penalty: 804.387329
	Iteration 6F: 3 clusters Score -362843.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -362957.250000 Penalty: 804.387329
	Iteration 7Q: 3 clusters Score -362957.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -363030.250000 Penalty: 804.387329
	Iteration 8Q: 3 clusters Score -363030.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -363097.531250 Penalty: 804.387329
	Iteration 9Q: 3 clusters Score -363097.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -363162.593750 Penalty: 804.387329
	Iteration 10Q: 3 clusters Score -363162.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -363221.937500 Penalty: 804.387329
	Iteration 11Q: 3 clusters Score -363221.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -363265.843750 Penalty: 804.387329
	Iteration 12Q: 3 clusters Score -363265.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -363306.718750 Penalty: 804.387329
	Iteration 13Q: 3 clusters Score -363306.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -363338.406250 Penalty: 804.387329
	Iteration 14Q: 3 clusters Score -363338.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -363360.718750 Penalty: 804.387329
	Iteration 15Q: 3 clusters Score -363360.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -363380.906250 Penalty: 804.387329
	Iteration 16Q: 3 clusters Score -363380.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -363402.093750 Penalty: 804.387329
	Iteration 17Q: 3 clusters Score -363402.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -363416.062500 Penalty: 804.387329
	Iteration 18Q: 3 clusters Score -363416.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -363431.343750 Penalty: 804.387329
	Iteration 19Q: 3 clusters Score -363431.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -363447.187500 Penalty: 804.387329
	Iteration 20F: 3 clusters Score -363447.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -363460.593750 Penalty: 804.387329
	Iteration 21Q: 3 clusters Score -363460.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -363475.218750 Penalty: 804.387329
	Iteration 22Q: 3 clusters Score -363475.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -363483.718750 Penalty: 804.387329
	Iteration 23Q: 3 clusters Score -363483.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -363490.812500 Penalty: 804.387329
	Iteration 24Q: 3 clusters Score -363490.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -363496.656250 Penalty: 804.387329
	Iteration 25Q: 3 clusters Score -363496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -363498.218750 Penalty: 804.387329
	Iteration 26Q: 3 clusters Score -363498.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -363501.312500 Penalty: 804.387329
	Iteration 27Q: 3 clusters Score -363501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -363506.031250 Penalty: 804.387329
	Iteration 28Q: 3 clusters Score -363506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -363514.062500 Penalty: 804.387329
	Iteration 29Q: 3 clusters Score -363514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -363520.187500 Penalty: 804.387329
	Iteration 30Q: 3 clusters Score -363520.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -363525.375000 Penalty: 804.387329
	Iteration 31Q: 3 clusters Score -363525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -363526.000000 Penalty: 804.387329
	Iteration 32Q: 3 clusters Score -363526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -363525.937500 Penalty: 804.387329
	Iteration 33Q: 3 clusters Score -363525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -363527.531250 Penalty: 804.387329
	Iteration 34Q: 3 clusters Score -363527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -363528.406250 Penalty: 804.387329
	Iteration 35Q: 3 clusters Score -363528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -363528.531250 Penalty: 804.387329
	Iteration 36Q: 3 clusters Score -363528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -363528.531250 Penalty: 804.387329
	Iteration 37F: 3 clusters Score -363528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 387 members 
Entering Unmasked Estep 
Score: -35809.585938 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35809.59 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35989.089844 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35989.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36020.800781 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36020.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36041.988281 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36041.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36046.988281 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36046.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36051.140625 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36051.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36054.796875 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36057.113281 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36057.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36059.417969 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36059.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36061.628906 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36061.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36064.511719 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36064.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -36066.042969 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36066.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36068.507812 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36068.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36069.796875 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36071.085938 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36071.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36071.921875 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36071.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36072.957031 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36072.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36076.093750 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36076.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -36080.562500 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36080.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36084.027344 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36084.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36086.304688 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -36086.894531 Penalty: 605.527893
	Iteration 21Q: 3 clusters Score -36086.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -36089.175781 Penalty: 605.527893
	Iteration 22Q: 3 clusters Score -36089.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36090.589844 Penalty: 605.527893
	Iteration 23Q: 3 clusters Score -36090.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36091.343750 Penalty: 605.527893
	Iteration 24Q: 3 clusters Score -36091.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36091.343750 Penalty: 605.527893
	Iteration 25F: 3 clusters Score -36091.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -193435.765625 Penalty: 376.273956
	Iteration 0F: 2 clusters Score -193435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -190748.953125 Penalty: 752.547913
	Iteration 0F: 3 clusters Score -190749 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -191686.546875 Penalty: 752.547913
	Iteration 1F: 3 clusters Score -191686.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -191754.625000 Penalty: 752.547913
	Iteration 2F: 3 clusters Score -191754.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -191800.250000 Penalty: 752.547913
	Iteration 3Q: 3 clusters Score -191800.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -191839.828125 Penalty: 752.547913
	Iteration 4Q: 3 clusters Score -191839.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -191877.046875 Penalty: 752.547913
	Iteration 5Q: 3 clusters Score -191877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -191914.515625 Penalty: 752.547913
	Iteration 6Q: 3 clusters Score -191914.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -191959.796875 Penalty: 752.547913
	Iteration 7Q: 3 clusters Score -191959.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -192009.078125 Penalty: 752.547913
	Iteration 8Q: 3 clusters Score -192009.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -192083.093750 Penalty: 752.547913
	Iteration 9Q: 3 clusters Score -192083.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -192183.453125 Penalty: 752.547913
	Iteration 10Q: 3 clusters Score -192183.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192279.359375 Penalty: 752.547913
	Iteration 11Q: 3 clusters Score -192279.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192385.015625 Penalty: 752.547913
	Iteration 12Q: 3 clusters Score -192385 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192526.781250 Penalty: 752.547913
	Iteration 13F: 3 clusters Score -192526.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192670.000000 Penalty: 752.547913
	Iteration 14Q: 3 clusters Score -192670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -192794.515625 Penalty: 752.547913
	Iteration 15Q: 3 clusters Score -192794.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -192901.390625 Penalty: 752.547913
	Iteration 16Q: 3 clusters Score -192901.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -192972.906250 Penalty: 752.547913
	Iteration 17Q: 3 clusters Score -192972.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -193018.062500 Penalty: 752.547913
	Iteration 18Q: 3 clusters Score -193018.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -193052.406250 Penalty: 752.547913
	Iteration 19Q: 3 clusters Score -193052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -193074.531250 Penalty: 752.547913
	Iteration 20F: 3 clusters Score -193074.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -193092.375000 Penalty: 752.547913
	Iteration 21Q: 3 clusters Score -193092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -193101.968750 Penalty: 752.547913
	Iteration 22Q: 3 clusters Score -193102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -193105.140625 Penalty: 752.547913
	Iteration 23Q: 3 clusters Score -193105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -193109.687500 Penalty: 752.547913
	Iteration 24Q: 3 clusters Score -193109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -193112.109375 Penalty: 752.547913
	Iteration 25Q: 3 clusters Score -193112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -193114.562500 Penalty: 752.547913
	Iteration 26Q: 3 clusters Score -193114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -193118.000000 Penalty: 752.547913
	Iteration 27Q: 3 clusters Score -193118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -193121.984375 Penalty: 752.547913
	Iteration 28Q: 3 clusters Score -193122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -193123.796875 Penalty: 752.547913
	Iteration 29Q: 3 clusters Score -193123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -193123.796875 Penalty: 752.547913
	Iteration 30F: 3 clusters Score -193123.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -6356.376465 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -6356.376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6106.588867 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6106.589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6169.372559 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6169.373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6187.006836 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6187.007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6195.291504 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6195.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6199.056641 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6199.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6199.056641 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -6199.057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (347027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347027 members 
Entering Unmasked Estep 
Score: -16870698.000000 Penalty: 580.450684
	Iteration 0F: 2 clusters Score -1.68707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 173651 members 
Entering Unmasked Estep 
Score: -16665566.000000 Penalty: 1160.901367
	Iteration 0F: 3 clusters Score -1.666557e+07 nChanged 171585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 175198 members 
Entering Unmasked Estep 
Score: -16776635.000000 Penalty: 1160.901367
	Iteration 1F: 3 clusters Score -1.677664e+07 nChanged 17175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -16785076.000000 Penalty: 1160.901367
	Iteration 2Q: 3 clusters Score -1.678508e+07 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 173713 members 
Entering Unmasked Estep 
Score: -16799064.000000 Penalty: 1160.901367
	Iteration 3F: 3 clusters Score -1.679906e+07 nChanged 23598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 171567 members 
Entering Unmasked Estep 
Score: -16818256.000000 Penalty: 1160.901367
	Iteration 4F: 3 clusters Score -1.681826e+07 nChanged 23230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -16833962.000000 Penalty: 1160.901367
	Iteration 5F: 3 clusters Score -1.683396e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 166227 members 
Entering Unmasked Estep 
Score: -16840106.000000 Penalty: 1160.901367
	Iteration 6Q: 3 clusters Score -1.684011e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -16841610.000000 Penalty: 1160.901367
	Iteration 7Q: 3 clusters Score -1.684161e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186075 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -16841952.000000 Penalty: 1160.901367
	Iteration 8Q: 3 clusters Score -1.684195e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -16842264.000000 Penalty: 1160.901367
	Iteration 9Q: 3 clusters Score -1.684226e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191979 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -16842560.000000 Penalty: 1160.901367
	Iteration 10Q: 3 clusters Score -1.684256e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -16842910.000000 Penalty: 1160.901367
	Iteration 11Q: 3 clusters Score -1.684291e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198610 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -16843180.000000 Penalty: 1160.901367
	Iteration 12Q: 3 clusters Score -1.684318e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202103 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -16843286.000000 Penalty: 1160.901367
	Iteration 13Q: 3 clusters Score -1.684329e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205585 members 
Mstep: Class 2 contains 141442 members 
Entering Unmasked Estep 
Score: -16843390.000000 Penalty: 1160.901367
	Iteration 14Q: 3 clusters Score -1.684339e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209114 members 
Mstep: Class 2 contains 137913 members 
Entering Unmasked Estep 
Score: -16843760.000000 Penalty: 1160.901367
	Iteration 15Q: 3 clusters Score -1.684376e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212765 members 
Mstep: Class 2 contains 134262 members 
Entering Unmasked Estep 
Score: -16844144.000000 Penalty: 1160.901367
	Iteration 16Q: 3 clusters Score -1.684414e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216625 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -16844552.000000 Penalty: 1160.901367
	Iteration 17Q: 3 clusters Score -1.684455e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220573 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -16844958.000000 Penalty: 1160.901367
	Iteration 18Q: 3 clusters Score -1.684496e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224600 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -16845392.000000 Penalty: 1160.901367
	Iteration 19Q: 3 clusters Score -1.684539e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228676 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -16845926.000000 Penalty: 1160.901367
	Iteration 20F: 3 clusters Score -1.684593e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233029 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -16846444.000000 Penalty: 1160.901367
	Iteration 21Q: 3 clusters Score -1.684644e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237510 members 
Mstep: Class 2 contains 109517 members 
Entering Unmasked Estep 
Score: -16847122.000000 Penalty: 1160.901367
	Iteration 22Q: 3 clusters Score -1.684712e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241994 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -16847814.000000 Penalty: 1160.901367
	Iteration 23Q: 3 clusters Score -1.684781e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246546 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -16848584.000000 Penalty: 1160.901367
	Iteration 24Q: 3 clusters Score -1.684858e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251229 members 
Mstep: Class 2 contains 95798 members 
Entering Unmasked Estep 
Score: -16849254.000000 Penalty: 1160.901367
	Iteration 25Q: 3 clusters Score -1.684925e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255960 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -16849674.000000 Penalty: 1160.901367
	Iteration 26Q: 3 clusters Score -1.684967e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260648 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -16850174.000000 Penalty: 1160.901367
	Iteration 27Q: 3 clusters Score -1.685017e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265257 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -16850420.000000 Penalty: 1160.901367
	Iteration 28Q: 3 clusters Score -1.685042e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269680 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -16850692.000000 Penalty: 1160.901367
	Iteration 29Q: 3 clusters Score -1.685069e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273892 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -16850948.000000 Penalty: 1160.901367
	Iteration 30Q: 3 clusters Score -1.685095e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277942 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -16851626.000000 Penalty: 1160.901367
	Iteration 31Q: 3 clusters Score -1.685163e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281895 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -16852346.000000 Penalty: 1160.901367
	Iteration 32Q: 3 clusters Score -1.685235e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285824 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -16852768.000000 Penalty: 1160.901367
	Iteration 33Q: 3 clusters Score -1.685277e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289604 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -16853230.000000 Penalty: 1160.901367
	Iteration 34Q: 3 clusters Score -1.685323e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293238 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -16853702.000000 Penalty: 1160.901367
	Iteration 35Q: 3 clusters Score -1.68537e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296739 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -16854272.000000 Penalty: 1160.901367
	Iteration 36Q: 3 clusters Score -1.685427e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300031 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -16855026.000000 Penalty: 1160.901367
	Iteration 37Q: 3 clusters Score -1.685503e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303164 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -16855832.000000 Penalty: 1160.901367
	Iteration 38Q: 3 clusters Score -1.685583e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306229 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -16856434.000000 Penalty: 1160.901367
	Iteration 39Q: 3 clusters Score -1.685643e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309098 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -16857244.000000 Penalty: 1160.901367
	Iteration 40F: 3 clusters Score -1.685724e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312020 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -16857926.000000 Penalty: 1160.901367
	Iteration 41Q: 3 clusters Score -1.685793e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314916 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -16858692.000000 Penalty: 1160.901367
	Iteration 42Q: 3 clusters Score -1.685869e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317648 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -16859556.000000 Penalty: 1160.901367
	Iteration 43Q: 3 clusters Score -1.685956e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320217 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -16860664.000000 Penalty: 1160.901367
	Iteration 44Q: 3 clusters Score -1.686066e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322737 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -16861564.000000 Penalty: 1160.901367
	Iteration 45Q: 3 clusters Score -1.686156e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325129 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -16862538.000000 Penalty: 1160.901367
	Iteration 46Q: 3 clusters Score -1.686254e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327467 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -16863532.000000 Penalty: 1160.901367
	Iteration 47Q: 3 clusters Score -1.686353e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329669 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -16864518.000000 Penalty: 1160.901367
	Iteration 48Q: 3 clusters Score -1.686452e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331750 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -16865572.000000 Penalty: 1160.901367
	Iteration 49Q: 3 clusters Score -1.686557e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333635 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -16866446.000000 Penalty: 1160.901367
	Iteration 50Q: 3 clusters Score -1.686645e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335357 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -16866630.000000 Penalty: 1160.901367
	Iteration 51Q: 3 clusters Score -1.686663e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336967 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -16866682.000000 Penalty: 1160.901367
	Iteration 52Q: 3 clusters Score -1.686668e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338362 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -16867154.000000 Penalty: 1160.901367
	Iteration 53Q: 3 clusters Score -1.686715e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339624 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -16867450.000000 Penalty: 1160.901367
	Iteration 54Q: 3 clusters Score -1.686745e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340767 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -16867722.000000 Penalty: 1160.901367
	Iteration 55Q: 3 clusters Score -1.686772e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341797 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -16867982.000000 Penalty: 1160.901367
	Iteration 56Q: 3 clusters Score -1.686798e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342677 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -16868266.000000 Penalty: 1160.901367
	Iteration 57Q: 3 clusters Score -1.686827e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343465 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -16868602.000000 Penalty: 1160.901367
	Iteration 58Q: 3 clusters Score -1.68686e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344157 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -16868898.000000 Penalty: 1160.901367
	Iteration 59Q: 3 clusters Score -1.68689e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344719 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -16869244.000000 Penalty: 1160.901367
	Iteration 60F: 3 clusters Score -1.686924e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345171 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -16869484.000000 Penalty: 1160.901367
	Iteration 61Q: 3 clusters Score -1.686948e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345525 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16869716.000000 Penalty: 1160.901367
	Iteration 62Q: 3 clusters Score -1.686972e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345796 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -16869758.000000 Penalty: 1160.901367
	Iteration 63Q: 3 clusters Score -1.686976e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346003 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16869950.000000 Penalty: 1160.901367
	Iteration 64Q: 3 clusters Score -1.686995e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346147 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16870028.000000 Penalty: 1160.901367
	Iteration 65Q: 3 clusters Score -1.687003e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346252 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16870120.000000 Penalty: 1160.901367
	Iteration 66Q: 3 clusters Score -1.687012e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346320 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16870142.000000 Penalty: 1160.901367
	Iteration 67Q: 3 clusters Score -1.687014e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346371 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16870162.000000 Penalty: 1160.901367
	Iteration 68Q: 3 clusters Score -1.687016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346415 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16870178.000000 Penalty: 1160.901367
	Iteration 69Q: 3 clusters Score -1.687018e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16870210.000000 Penalty: 1160.901367
	Iteration 70Q: 3 clusters Score -1.687021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346471 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16870214.000000 Penalty: 1160.901367
	Iteration 71Q: 3 clusters Score -1.687021e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16870236.000000 Penalty: 1160.901367
	Iteration 72Q: 3 clusters Score -1.687024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346516 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16870254.000000 Penalty: 1160.901367
	Iteration 73Q: 3 clusters Score -1.687025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346540 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16870286.000000 Penalty: 1160.901367
	Iteration 74Q: 3 clusters Score -1.687029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346555 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16870286.000000 Penalty: 1160.901367
	Iteration 75Q: 3 clusters Score -1.687029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346562 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16870288.000000 Penalty: 1160.901367
	Iteration 76Q: 3 clusters Score -1.687029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346570 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16870308.000000 Penalty: 1160.901367
	Iteration 77Q: 3 clusters Score -1.687031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346580 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16870310.000000 Penalty: 1160.901367
	Iteration 78Q: 3 clusters Score -1.687031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346578 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16870320.000000 Penalty: 1160.901367
	Iteration 79Q: 3 clusters Score -1.687032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346584 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16870330.000000 Penalty: 1160.901367
	Iteration 80F: 3 clusters Score -1.687033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346590 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16870330.000000 Penalty: 1160.901367
	Iteration 81Q: 3 clusters Score -1.687033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346597 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16870338.000000 Penalty: 1160.901367
	Iteration 82Q: 3 clusters Score -1.687034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346603 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16870338.000000 Penalty: 1160.901367
	Iteration 83Q: 3 clusters Score -1.687034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346605 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16870346.000000 Penalty: 1160.901367
	Iteration 84Q: 3 clusters Score -1.687035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346606 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16870338.000000 Penalty: 1160.901367
	Iteration 85Q: 3 clusters Score -1.687034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346610 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16870336.000000 Penalty: 1160.901367
	Iteration 86Q: 3 clusters Score -1.687034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346611 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16870336.000000 Penalty: 1160.901367
	Iteration 87Q: 3 clusters Score -1.687034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346612 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16870342.000000 Penalty: 1160.901367
	Iteration 88Q: 3 clusters Score -1.687034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346613 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16870342.000000 Penalty: 1160.901367
	Iteration 89Q: 3 clusters Score -1.687034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346614 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16870344.000000 Penalty: 1160.901367
	Iteration 90Q: 3 clusters Score -1.687034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346614 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16870344.000000 Penalty: 1160.901367
	Iteration 91F: 3 clusters Score -1.687034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -83145.984375 Penalty: 339.895203
	Iteration 0F: 2 clusters Score -83145.98 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 876 members 
Entering Unmasked Estep 
Score: -81823.804688 Penalty: 679.790405
	Iteration 0F: 3 clusters Score -81823.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82228.835938 Penalty: 679.790405
	Iteration 1F: 3 clusters Score -82228.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -82285.523438 Penalty: 679.790405
	Iteration 2F: 3 clusters Score -82285.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -82323.460938 Penalty: 679.790405
	Iteration 3Q: 3 clusters Score -82323.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -82344.875000 Penalty: 679.790405
	Iteration 4Q: 3 clusters Score -82344.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -82368.562500 Penalty: 679.790405
	Iteration 5Q: 3 clusters Score -82368.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -82390.617188 Penalty: 679.790405
	Iteration 6Q: 3 clusters Score -82390.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -82428.960938 Penalty: 679.790405
	Iteration 7Q: 3 clusters Score -82428.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -82486.421875 Penalty: 679.790405
	Iteration 8Q: 3 clusters Score -82486.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -82561.617188 Penalty: 679.790405
	Iteration 9Q: 3 clusters Score -82561.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -82629.656250 Penalty: 679.790405
	Iteration 10F: 3 clusters Score -82629.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -82693.085938 Penalty: 679.790405
	Iteration 11Q: 3 clusters Score -82693.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -82748.585938 Penalty: 679.790405
	Iteration 12F: 3 clusters Score -82748.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -82798.976562 Penalty: 679.790405
	Iteration 13Q: 3 clusters Score -82798.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -82836.859375 Penalty: 679.790405
	Iteration 14Q: 3 clusters Score -82836.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -82876.859375 Penalty: 679.790405
	Iteration 15Q: 3 clusters Score -82876.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -82901.015625 Penalty: 679.790405
	Iteration 16Q: 3 clusters Score -82901.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -82909.406250 Penalty: 679.790405
	Iteration 17Q: 3 clusters Score -82909.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -82915.421875 Penalty: 679.790405
	Iteration 18Q: 3 clusters Score -82915.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -82922.203125 Penalty: 679.790405
	Iteration 19Q: 3 clusters Score -82922.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -82928.867188 Penalty: 679.790405
	Iteration 20F: 3 clusters Score -82928.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -82934.531250 Penalty: 679.790405
	Iteration 21Q: 3 clusters Score -82934.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -82941.835938 Penalty: 679.790405
	Iteration 22Q: 3 clusters Score -82941.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -82947.390625 Penalty: 679.790405
	Iteration 23Q: 3 clusters Score -82947.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -82951.390625 Penalty: 679.790405
	Iteration 24Q: 3 clusters Score -82951.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -82952.828125 Penalty: 679.790405
	Iteration 25Q: 3 clusters Score -82952.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -82954.578125 Penalty: 679.790405
	Iteration 26Q: 3 clusters Score -82954.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -82955.664062 Penalty: 679.790405
	Iteration 27Q: 3 clusters Score -82955.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -82955.851562 Penalty: 679.790405
	Iteration 28Q: 3 clusters Score -82955.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -82956.187500 Penalty: 679.790405
	Iteration 29Q: 3 clusters Score -82956.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -82956.359375 Penalty: 679.790405
	Iteration 30Q: 3 clusters Score -82956.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -82956.359375 Penalty: 679.790405
	Iteration 31F: 3 clusters Score -82956.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -3251.574463 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -3251.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3080.875977 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3080.876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3125.195068 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3125.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3130.105225 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -3130.105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3132.067139 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -3132.067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3132.067139 Penalty: 405.345581
	Iteration 4F: 3 clusters Score -3132.067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5368.361816 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5368.362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5414.110840 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5414.111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5421.447754 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5421.448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5424.482910 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5424.483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5424.482910 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -5424.483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10846.373047 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10846.37 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10917.727539 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10917.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10934.029297 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10934.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10939.815430 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10939.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10941.368164 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10941.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10946.118164 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10946.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10949.406250 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10949.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10952.132812 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -10952.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10955.628906 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -10955.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10967.012695 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -10967.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10968.333984 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -10968.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10968.457031 Penalty: 501.354340
	Iteration 11Q: 3 clusters Score -10968.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10968.457031 Penalty: 501.354340
	Iteration 12F: 3 clusters Score -10968.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -27797.761719 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -27797.76 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 282 members 
Entering Unmasked Estep 
Score: -27253.853516 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -27253.85 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27414.005859 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -27414.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27506.470703 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -27506.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27573.142578 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -27573.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27629.236328 Penalty: 582.272156
	Iteration 4F: 3 clusters Score -27629.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27693.851562 Penalty: 582.272156
	Iteration 5F: 3 clusters Score -27693.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27770.162109 Penalty: 582.272156
	Iteration 6Q: 3 clusters Score -27770.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27825.222656 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -27825.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27842.453125 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -27842.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27843.660156 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -27843.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27843.660156 Penalty: 582.272156
	Iteration 10F: 3 clusters Score -27843.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 69244 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 347027 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 413 members 
Mstep: Class 19 contains 35808 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 26202 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 188 members 
Entering Unmasked Estep 
Score: -25296572.000000 Penalty: 14994.331055
Splitting cluster 18 changes total score from -25296750.000000 to -25296572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (35808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Entering Unmasked Estep 
Score: -1727293.500000 Penalty: 477.109650
	Iteration 0F: 2 clusters Score -1727294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1703303.750000 Penalty: 954.219299
	Iteration 0F: 3 clusters Score -1703304 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1713250.125000 Penalty: 954.219299
	Iteration 1F: 3 clusters Score -1713250 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1713678.375000 Penalty: 954.219299
	Iteration 2Q: 3 clusters Score -1713678 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1714295.125000 Penalty: 954.219299
	Iteration 3Q: 3 clusters Score -1714295 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1715403.750000 Penalty: 954.219299
	Iteration 4F: 3 clusters Score -1715404 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -1717328.625000 Penalty: 954.219299
	Iteration 5F: 3 clusters Score -1717329 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -1720121.750000 Penalty: 954.219299
	Iteration 6F: 3 clusters Score -1720122 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -1722943.000000 Penalty: 954.219299
	Iteration 7F: 3 clusters Score -1722943 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -1725040.375000 Penalty: 954.219299
	Iteration 8F: 3 clusters Score -1725040 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -1726244.625000 Penalty: 954.219299
	Iteration 9Q: 3 clusters Score -1726245 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -1726683.625000 Penalty: 954.219299
	Iteration 10Q: 3 clusters Score -1726684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -1726828.375000 Penalty: 954.219299
	Iteration 11Q: 3 clusters Score -1726828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -1726861.375000 Penalty: 954.219299
	Iteration 12Q: 3 clusters Score -1726861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -1726893.000000 Penalty: 954.219299
	Iteration 13Q: 3 clusters Score -1726893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -1726915.500000 Penalty: 954.219299
	Iteration 14Q: 3 clusters Score -1726916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -1726922.375000 Penalty: 954.219299
	Iteration 15Q: 3 clusters Score -1726922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -1726924.125000 Penalty: 954.219299
	Iteration 16Q: 3 clusters Score -1726924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -1726924.125000 Penalty: 954.219299
	Iteration 17F: 3 clusters Score -1726924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -27523.697266 Penalty: 290.679535
	Iteration 0F: 2 clusters Score -27523.7 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 292 members 
Entering Unmasked Estep 
Score: -26977.900391 Penalty: 581.359070
	Iteration 0F: 3 clusters Score -26977.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27113.054688 Penalty: 581.359070
	Iteration 1F: 3 clusters Score -27113.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27141.613281 Penalty: 581.359070
	Iteration 2F: 3 clusters Score -27141.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27160.609375 Penalty: 581.359070
	Iteration 3Q: 3 clusters Score -27160.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27194.658203 Penalty: 581.359070
	Iteration 4Q: 3 clusters Score -27194.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27211.568359 Penalty: 581.359070
	Iteration 5Q: 3 clusters Score -27211.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27219.615234 Penalty: 581.359070
	Iteration 6Q: 3 clusters Score -27219.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27224.939453 Penalty: 581.359070
	Iteration 7Q: 3 clusters Score -27224.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27229.341797 Penalty: 581.359070
	Iteration 8Q: 3 clusters Score -27229.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27233.921875 Penalty: 581.359070
	Iteration 9Q: 3 clusters Score -27233.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27238.925781 Penalty: 581.359070
	Iteration 10Q: 3 clusters Score -27238.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27243.867188 Penalty: 581.359070
	Iteration 11Q: 3 clusters Score -27243.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27253.396484 Penalty: 581.359070
	Iteration 12Q: 3 clusters Score -27253.4 nChanged 10
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: -27259.410156 Penalty: 581.359070
	Iteration 13Q: 3 clusters Score -27259.41 nChanged 5
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: -27262.693359 Penalty: 581.359070
	Iteration 14Q: 3 clusters Score -27262.69 nChanged 3
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: -27264.990234 Penalty: 581.359070
	Iteration 15Q: 3 clusters Score -27264.99 nChanged 2
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: -27265.566406 Penalty: 581.359070
	Iteration 16Q: 3 clusters Score -27265.57 nChanged 1
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: -27265.869141 Penalty: 581.359070
	Iteration 17Q: 3 clusters Score -27265.87 nChanged 0
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: -27265.869141 Penalty: 581.359070
	Iteration 18F: 3 clusters Score -27265.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -81060.796875 Penalty: 343.025726
	Iteration 0F: 2 clusters Score -81060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79715.054688 Penalty: 686.051453
	Iteration 0F: 3 clusters Score -79715.05 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -80136.140625 Penalty: 686.051453
	Iteration 1F: 3 clusters Score -80136.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -80198.234375 Penalty: 686.051453
	Iteration 2F: 3 clusters Score -80198.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -80249.289062 Penalty: 686.051453
	Iteration 3Q: 3 clusters Score -80249.29 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -80290.070312 Penalty: 686.051453
	Iteration 4Q: 3 clusters Score -80290.07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -80324.507812 Penalty: 686.051453
	Iteration 5Q: 3 clusters Score -80324.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -80362.093750 Penalty: 686.051453
	Iteration 6Q: 3 clusters Score -80362.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -80396.257812 Penalty: 686.051453
	Iteration 7Q: 3 clusters Score -80396.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -80440.953125 Penalty: 686.051453
	Iteration 8Q: 3 clusters Score -80440.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -80483.578125 Penalty: 686.051453
	Iteration 9Q: 3 clusters Score -80483.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -80514.984375 Penalty: 686.051453
	Iteration 10Q: 3 clusters Score -80514.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -80538.953125 Penalty: 686.051453
	Iteration 11Q: 3 clusters Score -80538.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -80557.414062 Penalty: 686.051453
	Iteration 12Q: 3 clusters Score -80557.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -80571.945312 Penalty: 686.051453
	Iteration 13Q: 3 clusters Score -80571.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -80584.687500 Penalty: 686.051453
	Iteration 14Q: 3 clusters Score -80584.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -80595.148438 Penalty: 686.051453
	Iteration 15Q: 3 clusters Score -80595.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -80606.984375 Penalty: 686.051453
	Iteration 16Q: 3 clusters Score -80606.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -80618.765625 Penalty: 686.051453
	Iteration 17Q: 3 clusters Score -80618.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -80629.414062 Penalty: 686.051453
	Iteration 18Q: 3 clusters Score -80629.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -80641.781250 Penalty: 686.051453
	Iteration 19Q: 3 clusters Score -80641.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -80653.984375 Penalty: 686.051453
	Iteration 20F: 3 clusters Score -80653.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -80660.390625 Penalty: 686.051453
	Iteration 21Q: 3 clusters Score -80660.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -80669.367188 Penalty: 686.051453
	Iteration 22Q: 3 clusters Score -80669.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -80677.539062 Penalty: 686.051453
	Iteration 23Q: 3 clusters Score -80677.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -80687.140625 Penalty: 686.051453
	Iteration 24Q: 3 clusters Score -80687.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -80700.156250 Penalty: 686.051453
	Iteration 25Q: 3 clusters Score -80700.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -80715.148438 Penalty: 686.051453
	Iteration 26Q: 3 clusters Score -80715.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -80724.757812 Penalty: 686.051453
	Iteration 27Q: 3 clusters Score -80724.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -80733.382812 Penalty: 686.051453
	Iteration 28Q: 3 clusters Score -80733.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -80740.375000 Penalty: 686.051453
	Iteration 29Q: 3 clusters Score -80740.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -80756.820312 Penalty: 686.051453
	Iteration 30Q: 3 clusters Score -80756.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -80764.343750 Penalty: 686.051453
	Iteration 31Q: 3 clusters Score -80764.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -80772.023438 Penalty: 686.051453
	Iteration 32Q: 3 clusters Score -80772.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -80785.390625 Penalty: 686.051453
	Iteration 33Q: 3 clusters Score -80785.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -80793.304688 Penalty: 686.051453
	Iteration 34Q: 3 clusters Score -80793.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -80803.671875 Penalty: 686.051453
	Iteration 35Q: 3 clusters Score -80803.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -80806.398438 Penalty: 686.051453
	Iteration 36Q: 3 clusters Score -80806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -80809.531250 Penalty: 686.051453
	Iteration 37Q: 3 clusters Score -80809.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -80809.726562 Penalty: 686.051453
	Iteration 38Q: 3 clusters Score -80809.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -80809.726562 Penalty: 686.051453
	Iteration 39F: 3 clusters Score -80809.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Entering Unmasked Estep 
Score: -1360172.000000 Penalty: 462.898376
	Iteration 0F: 2 clusters Score -1360172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1342598.500000 Penalty: 925.796753
	Iteration 0F: 3 clusters Score -1342598 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1350295.250000 Penalty: 925.796753
	Iteration 1F: 3 clusters Score -1350295 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1350842.250000 Penalty: 925.796753
	Iteration 2Q: 3 clusters Score -1350842 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1351675.125000 Penalty: 925.796753
	Iteration 3F: 3 clusters Score -1351675 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1352869.125000 Penalty: 925.796753
	Iteration 4F: 3 clusters Score -1352869 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1354369.750000 Penalty: 925.796753
	Iteration 5F: 3 clusters Score -1354370 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1355658.500000 Penalty: 925.796753
	Iteration 6F: 3 clusters Score -1355658 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1356269.000000 Penalty: 925.796753
	Iteration 7Q: 3 clusters Score -1356269 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1356458.250000 Penalty: 925.796753
	Iteration 8Q: 3 clusters Score -1356458 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1356580.125000 Penalty: 925.796753
	Iteration 9Q: 3 clusters Score -1356580 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1356685.875000 Penalty: 925.796753
	Iteration 10Q: 3 clusters Score -1356686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1356770.125000 Penalty: 925.796753
	Iteration 11Q: 3 clusters Score -1356770 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1356880.125000 Penalty: 925.796753
	Iteration 12Q: 3 clusters Score -1356880 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1356995.750000 Penalty: 925.796753
	Iteration 13Q: 3 clusters Score -1356996 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1357132.125000 Penalty: 925.796753
	Iteration 14Q: 3 clusters Score -1357132 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1357295.250000 Penalty: 925.796753
	Iteration 15Q: 3 clusters Score -1357295 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1357485.250000 Penalty: 925.796753
	Iteration 16Q: 3 clusters Score -1357485 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1357690.500000 Penalty: 925.796753
	Iteration 17Q: 3 clusters Score -1357690 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1357865.125000 Penalty: 925.796753
	Iteration 18Q: 3 clusters Score -1357865 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1358047.500000 Penalty: 925.796753
	Iteration 19Q: 3 clusters Score -1358048 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1358228.250000 Penalty: 925.796753
	Iteration 20F: 3 clusters Score -1358228 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1358397.375000 Penalty: 925.796753
	Iteration 21Q: 3 clusters Score -1358397 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1358543.500000 Penalty: 925.796753
	Iteration 22Q: 3 clusters Score -1358544 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1358666.875000 Penalty: 925.796753
	Iteration 23Q: 3 clusters Score -1358667 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1358788.000000 Penalty: 925.796753
	Iteration 24Q: 3 clusters Score -1358788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1358895.875000 Penalty: 925.796753
	Iteration 25Q: 3 clusters Score -1358896 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1358997.625000 Penalty: 925.796753
	Iteration 26Q: 3 clusters Score -1358998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1359076.125000 Penalty: 925.796753
	Iteration 27Q: 3 clusters Score -1359076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1359139.250000 Penalty: 925.796753
	Iteration 28Q: 3 clusters Score -1359139 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1359207.875000 Penalty: 925.796753
	Iteration 29Q: 3 clusters Score -1359208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1359288.750000 Penalty: 925.796753
	Iteration 30Q: 3 clusters Score -1359289 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1359357.875000 Penalty: 925.796753
	Iteration 31Q: 3 clusters Score -1359358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1359408.500000 Penalty: 925.796753
	Iteration 32Q: 3 clusters Score -1359408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1359454.625000 Penalty: 925.796753
	Iteration 33Q: 3 clusters Score -1359455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1359498.625000 Penalty: 925.796753
	Iteration 34Q: 3 clusters Score -1359499 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1359537.250000 Penalty: 925.796753
	Iteration 35Q: 3 clusters Score -1359537 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1359576.625000 Penalty: 925.796753
	Iteration 36Q: 3 clusters Score -1359577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1359611.875000 Penalty: 925.796753
	Iteration 37Q: 3 clusters Score -1359612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1359636.625000 Penalty: 925.796753
	Iteration 38Q: 3 clusters Score -1359637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1359653.000000 Penalty: 925.796753
	Iteration 39Q: 3 clusters Score -1359653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1359673.625000 Penalty: 925.796753
	Iteration 40F: 3 clusters Score -1359674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1359680.625000 Penalty: 925.796753
	Iteration 41Q: 3 clusters Score -1359681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1359693.625000 Penalty: 925.796753
	Iteration 42Q: 3 clusters Score -1359694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1359703.250000 Penalty: 925.796753
	Iteration 43Q: 3 clusters Score -1359703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1359718.750000 Penalty: 925.796753
	Iteration 44Q: 3 clusters Score -1359719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1359726.875000 Penalty: 925.796753
	Iteration 45Q: 3 clusters Score -1359727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1359729.125000 Penalty: 925.796753
	Iteration 46Q: 3 clusters Score -1359729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1359733.500000 Penalty: 925.796753
	Iteration 47Q: 3 clusters Score -1359734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1359736.875000 Penalty: 925.796753
	Iteration 48Q: 3 clusters Score -1359737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1359739.125000 Penalty: 925.796753
	Iteration 49Q: 3 clusters Score -1359739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1359740.750000 Penalty: 925.796753
	Iteration 50Q: 3 clusters Score -1359741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1359740.625000 Penalty: 925.796753
	Iteration 51Q: 3 clusters Score -1359741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1359742.750000 Penalty: 925.796753
	Iteration 52Q: 3 clusters Score -1359743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1359743.625000 Penalty: 925.796753
	Iteration 53Q: 3 clusters Score -1359744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1359743.000000 Penalty: 925.796753
	Iteration 54Q: 3 clusters Score -1359743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1359742.500000 Penalty: 925.796753
	Iteration 55Q: 3 clusters Score -1359742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1359741.875000 Penalty: 925.796753
	Iteration 56Q: 3 clusters Score -1359742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1359745.125000 Penalty: 925.796753
	Iteration 57Q: 3 clusters Score -1359745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1359750.750000 Penalty: 925.796753
	Iteration 58Q: 3 clusters Score -1359751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1359752.125000 Penalty: 925.796753
	Iteration 59Q: 3 clusters Score -1359752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1359757.625000 Penalty: 925.796753
	Iteration 60F: 3 clusters Score -1359758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1359761.000000 Penalty: 925.796753
	Iteration 61Q: 3 clusters Score -1359761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1359768.500000 Penalty: 925.796753
	Iteration 62Q: 3 clusters Score -1359768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1359775.000000 Penalty: 925.796753
	Iteration 63Q: 3 clusters Score -1359775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1359778.125000 Penalty: 925.796753
	Iteration 64Q: 3 clusters Score -1359778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1359788.500000 Penalty: 925.796753
	Iteration 65Q: 3 clusters Score -1359788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1359792.875000 Penalty: 925.796753
	Iteration 66Q: 3 clusters Score -1359793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1359796.875000 Penalty: 925.796753
	Iteration 67Q: 3 clusters Score -1359797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1359800.250000 Penalty: 925.796753
	Iteration 68Q: 3 clusters Score -1359800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1359800.125000 Penalty: 925.796753
	Iteration 69Q: 3 clusters Score -1359800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1359800.875000 Penalty: 925.796753
	Iteration 70Q: 3 clusters Score -1359801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1359801.250000 Penalty: 925.796753
	Iteration 71Q: 3 clusters Score -1359801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1359803.875000 Penalty: 925.796753
	Iteration 72Q: 3 clusters Score -1359804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1359803.250000 Penalty: 925.796753
	Iteration 73Q: 3 clusters Score -1359803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1359805.125000 Penalty: 925.796753
	Iteration 74Q: 3 clusters Score -1359805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1359806.250000 Penalty: 925.796753
	Iteration 75Q: 3 clusters Score -1359806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1359804.750000 Penalty: 925.796753
	Iteration 76Q: 3 clusters Score -1359805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1359804.750000 Penalty: 925.796753
	Iteration 77F: 3 clusters Score -1359805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6014.142578 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6014.143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6055.255371 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6055.255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6060.648926 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6060.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6062.671387 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6062.671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6062.671387 Penalty: 449.037140
	Iteration 4F: 3 clusters Score -6062.671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5859.801270 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5859.801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5985.309082 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5985.309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6044.234863 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6044.235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6048.416992 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6048.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6048.416992 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -6048.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 69244 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 347027 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 35808 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 26202 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 100 members 
Mstep: Class 25 contains 33 members 
Entering Unmasked Estep 
Score: -25296470.000000 Penalty: 14994.331055
Splitting cluster 24 changes total score from -25296750.000000 to -25296470.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 69244 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 6050 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3904 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 347027 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 35808 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 26202 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296866.000000 Penalty: 14394.557617
Iteration 319Q: 25 clusters Score -2.529687e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 5927 members 
Mstep: Class 4 contains 68880 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 6039 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 347234 members 
Mstep: Class 14 contains 1742 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 35649 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1882 members 
Mstep: Class 22 contains 26524 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296752.000000 Penalty: 14394.557617
Iteration 320F: 25 clusters Score -2.529675e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 68513 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3882 members 
Mstep: Class 12 contains 152 members 
Mstep: Class 13 contains 347494 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 35444 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 26864 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296666.000000 Penalty: 14394.557617
Iteration 321Q: 25 clusters Score -2.529667e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 6036 members 
Mstep: Class 4 contains 68142 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 6029 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7099 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 153 members 
Mstep: Class 13 contains 347785 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 35255 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 27199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296510.000000 Penalty: 14394.557617
Iteration 322Q: 25 clusters Score -2.529651e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 67791 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 6017 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7156 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 348064 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 35053 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296346.000000 Penalty: 14394.557617
Iteration 323Q: 25 clusters Score -2.529635e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 5852 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 67482 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 6006 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 348264 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34916 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1881 members 
Mstep: Class 22 contains 27891 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296250.000000 Penalty: 14394.557617
Iteration 324Q: 25 clusters Score -2.529625e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 67199 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3800 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 348424 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34778 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 28242 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296146.000000 Penalty: 14394.557617
Iteration 325Q: 25 clusters Score -2.529615e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 66922 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 348561 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34650 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 28586 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296102.000000 Penalty: 14394.557617
Iteration 326Q: 25 clusters Score -2.52961e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 66678 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 5972 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 348650 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34549 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 28912 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296204.000000 Penalty: 14394.557617
Iteration 327Q: 25 clusters Score -2.52962e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 5672 members 
Mstep: Class 3 contains 6306 members 
Mstep: Class 4 contains 66469 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 153 members 
Mstep: Class 13 contains 348686 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34443 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 29250 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296310.000000 Penalty: 14394.557617
Iteration 328Q: 25 clusters Score -2.529631e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 3 contains 6358 members 
Mstep: Class 4 contains 66266 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 152 members 
Mstep: Class 13 contains 348678 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34329 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 29611 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296278.000000 Penalty: 14394.557617
Iteration 329Q: 25 clusters Score -2.529628e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 6414 members 
Mstep: Class 4 contains 66057 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 348646 members 
Mstep: Class 14 contains 1687 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34220 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 29986 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296368.000000 Penalty: 14394.557617
Iteration 330Q: 25 clusters Score -2.529637e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 65847 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 348545 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34152 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 30380 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296526.000000 Penalty: 14394.557617
Iteration 331Q: 25 clusters Score -2.529653e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5515 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 65668 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 5884 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 348429 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 34066 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 30754 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296704.000000 Penalty: 14394.557617
Iteration 332Q: 25 clusters Score -2.52967e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 65501 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 348329 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33960 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 31100 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296900.000000 Penalty: 14394.557617
Iteration 333Q: 25 clusters Score -2.52969e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 6649 members 
Mstep: Class 4 contains 65351 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8161 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3611 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 348177 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33866 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 31472 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297158.000000 Penalty: 14394.557617
Iteration 334Q: 25 clusters Score -2.529716e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 5431 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 65231 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 5839 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 348012 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33746 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 31836 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297420.000000 Penalty: 14394.557617
Iteration 335Q: 25 clusters Score -2.529742e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 65114 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8421 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 347795 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33663 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1856 members 
Mstep: Class 22 contains 32212 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297752.000000 Penalty: 14394.557617
Iteration 336Q: 25 clusters Score -2.529775e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 65013 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 5824 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8548 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 347572 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33561 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 1853 members 
Mstep: Class 22 contains 32595 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297898.000000 Penalty: 14394.557617
Iteration 337Q: 25 clusters Score -2.52979e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 64921 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8658 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 347352 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33501 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 32961 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298116.000000 Penalty: 14394.557617
Iteration 338Q: 25 clusters Score -2.529812e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 64821 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 347154 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1848 members 
Mstep: Class 22 contains 33333 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298266.000000 Penalty: 14394.557617
Iteration 339Q: 25 clusters Score -2.529827e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5290 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 64727 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 5789 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 8883 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 346965 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33396 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 33678 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298514.000000 Penalty: 14394.557617
Iteration 340F: 25 clusters Score -2.529851e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 64643 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 5775 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 346771 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33337 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 1842 members 
Mstep: Class 22 contains 34019 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298638.000000 Penalty: 14394.557617
Iteration 341Q: 25 clusters Score -2.529864e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 6998 members 
Mstep: Class 4 contains 64550 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 346602 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33281 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 1841 members 
Mstep: Class 22 contains 34367 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298808.000000 Penalty: 14394.557617
Iteration 342Q: 25 clusters Score -2.529881e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 64463 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 346421 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33235 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 34699 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299034.000000 Penalty: 14394.557617
Iteration 343Q: 25 clusters Score -2.529903e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 7075 members 
Mstep: Class 4 contains 64380 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3402 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 346225 members 
Mstep: Class 14 contains 1595 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33180 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 1835 members 
Mstep: Class 22 contains 35014 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299226.000000 Penalty: 14394.557617
Iteration 344Q: 25 clusters Score -2.529923e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 7125 members 
Mstep: Class 4 contains 64310 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 346041 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 33061 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 35346 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299376.000000 Penalty: 14394.557617
Iteration 345Q: 25 clusters Score -2.529938e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 64243 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 5706 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9522 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3393 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 345922 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32935 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 1827 members 
Mstep: Class 22 contains 35647 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299536.000000 Penalty: 14394.557617
Iteration 346Q: 25 clusters Score -2.529954e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 64187 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9615 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 345778 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32825 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 1821 members 
Mstep: Class 22 contains 35937 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299658.000000 Penalty: 14394.557617
Iteration 347Q: 25 clusters Score -2.529966e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 7272 members 
Mstep: Class 4 contains 64149 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 150 members 
Mstep: Class 13 contains 345590 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32708 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 36239 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299928.000000 Penalty: 14394.557617
Iteration 348Q: 25 clusters Score -2.529993e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 64101 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9825 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 345412 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32598 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 36519 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300162.000000 Penalty: 14394.557617
Iteration 349Q: 25 clusters Score -2.530016e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 64069 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 5669 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 9922 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 345241 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 15 contains 83 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32465 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 36771 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300428.000000 Penalty: 14394.557617
Iteration 350Q: 25 clusters Score -2.530043e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 64041 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 345051 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32354 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 37041 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300582.000000 Penalty: 14394.557617
Iteration 351Q: 25 clusters Score -2.530058e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 7568 members 
Mstep: Class 4 contains 64034 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 5629 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344869 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32227 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 1803 members 
Mstep: Class 22 contains 37315 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300870.000000 Penalty: 14394.557617
Iteration 352Q: 25 clusters Score -2.530087e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 64006 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 5608 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344734 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32111 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 37563 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300960.000000 Penalty: 14394.557617
Iteration 353Q: 25 clusters Score -2.530096e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 63970 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344599 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 32015 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 37803 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301176.000000 Penalty: 14394.557617
Iteration 354Q: 25 clusters Score -2.530118e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 63940 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10335 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344473 members 
Mstep: Class 14 contains 1569 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31927 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1798 members 
Mstep: Class 22 contains 38029 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301396.000000 Penalty: 14394.557617
Iteration 355Q: 25 clusters Score -2.53014e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 7780 members 
Mstep: Class 4 contains 63919 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10413 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344341 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31840 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 38266 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301538.000000 Penalty: 14394.557617
Iteration 356Q: 25 clusters Score -2.530154e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 63885 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10498 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 344221 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31715 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 38512 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301770.000000 Penalty: 14394.557617
Iteration 357Q: 25 clusters Score -2.530177e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 63861 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10564 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 344081 members 
Mstep: Class 14 contains 1557 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31634 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1791 members 
Mstep: Class 22 contains 38751 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301918.000000 Penalty: 14394.557617
Iteration 358Q: 25 clusters Score -2.530192e+07 nChanged 674
Entering ConstructFrom: 
Score: -25301918.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (10837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Entering Unmasked Estep 
Score: -510547.593750 Penalty: 422.727844
	Iteration 0F: 2 clusters Score -510547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -503299.031250 Penalty: 845.455688
	Iteration 0F: 3 clusters Score -503299 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -506212.781250 Penalty: 845.455688
	Iteration 1F: 3 clusters Score -506212.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -506352.031250 Penalty: 845.455688
	Iteration 2Q: 3 clusters Score -506352 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -506464.687500 Penalty: 845.455688
	Iteration 3Q: 3 clusters Score -506464.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -506607.906250 Penalty: 845.455688
	Iteration 4Q: 3 clusters Score -506607.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -506819.625000 Penalty: 845.455688
	Iteration 5Q: 3 clusters Score -506819.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -507117.218750 Penalty: 845.455688
	Iteration 6Q: 3 clusters Score -507117.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -507524.937500 Penalty: 845.455688
	Iteration 7F: 3 clusters Score -507524.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -508027.656250 Penalty: 845.455688
	Iteration 8F: 3 clusters Score -508027.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -508498.125000 Penalty: 845.455688
	Iteration 9F: 3 clusters Score -508498.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -508805.750000 Penalty: 845.455688
	Iteration 10Q: 3 clusters Score -508805.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -508978.343750 Penalty: 845.455688
	Iteration 11Q: 3 clusters Score -508978.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -509123.468750 Penalty: 845.455688
	Iteration 12Q: 3 clusters Score -509123.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -509261.062500 Penalty: 845.455688
	Iteration 13Q: 3 clusters Score -509261.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -509399.468750 Penalty: 845.455688
	Iteration 14Q: 3 clusters Score -509399.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -509526.156250 Penalty: 845.455688
	Iteration 15Q: 3 clusters Score -509526.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -509636.062500 Penalty: 845.455688
	Iteration 16Q: 3 clusters Score -509636.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -509732.125000 Penalty: 845.455688
	Iteration 17Q: 3 clusters Score -509732.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -509818.437500 Penalty: 845.455688
	Iteration 18Q: 3 clusters Score -509818.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -509901.718750 Penalty: 845.455688
	Iteration 19Q: 3 clusters Score -509901.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -509972.218750 Penalty: 845.455688
	Iteration 20F: 3 clusters Score -509972.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -510025.968750 Penalty: 845.455688
	Iteration 21Q: 3 clusters Score -510026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -510069.593750 Penalty: 845.455688
	Iteration 22Q: 3 clusters Score -510069.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -510108.968750 Penalty: 845.455688
	Iteration 23Q: 3 clusters Score -510109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -510132.812500 Penalty: 845.455688
	Iteration 24Q: 3 clusters Score -510132.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -510152.218750 Penalty: 845.455688
	Iteration 25Q: 3 clusters Score -510152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -510165.218750 Penalty: 845.455688
	Iteration 26Q: 3 clusters Score -510165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -510172.031250 Penalty: 845.455688
	Iteration 27Q: 3 clusters Score -510172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -510178.781250 Penalty: 845.455688
	Iteration 28Q: 3 clusters Score -510178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -510185.593750 Penalty: 845.455688
	Iteration 29Q: 3 clusters Score -510185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -510186.031250 Penalty: 845.455688
	Iteration 30Q: 3 clusters Score -510186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -510187.093750 Penalty: 845.455688
	Iteration 31Q: 3 clusters Score -510187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -510188.812500 Penalty: 845.455688
	Iteration 32Q: 3 clusters Score -510188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -510191.312500 Penalty: 845.455688
	Iteration 33Q: 3 clusters Score -510191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -510193.125000 Penalty: 845.455688
	Iteration 34Q: 3 clusters Score -510193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -510193.281250 Penalty: 845.455688
	Iteration 35Q: 3 clusters Score -510193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -510193.281250 Penalty: 845.455688
	Iteration 36F: 3 clusters Score -510193.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -230500.125000 Penalty: 386.080688
	Iteration 0F: 2 clusters Score -230500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -227184.578125 Penalty: 772.161377
	Iteration 0F: 3 clusters Score -227184.6 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -228365.203125 Penalty: 772.161377
	Iteration 1F: 3 clusters Score -228365.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -228462.468750 Penalty: 772.161377
	Iteration 2F: 3 clusters Score -228462.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -228572.515625 Penalty: 772.161377
	Iteration 3Q: 3 clusters Score -228572.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -228699.796875 Penalty: 772.161377
	Iteration 4Q: 3 clusters Score -228699.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -228874.062500 Penalty: 772.161377
	Iteration 5F: 3 clusters Score -228874.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -229120.171875 Penalty: 772.161377
	Iteration 6F: 3 clusters Score -229120.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -229472.453125 Penalty: 772.161377
	Iteration 7F: 3 clusters Score -229472.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -229821.468750 Penalty: 772.161377
	Iteration 8F: 3 clusters Score -229821.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -230047.265625 Penalty: 772.161377
	Iteration 9F: 3 clusters Score -230047.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -230172.343750 Penalty: 772.161377
	Iteration 10Q: 3 clusters Score -230172.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -230249.218750 Penalty: 772.161377
	Iteration 11Q: 3 clusters Score -230249.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -230299.312500 Penalty: 772.161377
	Iteration 12Q: 3 clusters Score -230299.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -230327.218750 Penalty: 772.161377
	Iteration 13Q: 3 clusters Score -230327.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -230352.781250 Penalty: 772.161377
	Iteration 14Q: 3 clusters Score -230352.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230365.828125 Penalty: 772.161377
	Iteration 15Q: 3 clusters Score -230365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230372.031250 Penalty: 772.161377
	Iteration 16Q: 3 clusters Score -230372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230375.296875 Penalty: 772.161377
	Iteration 17Q: 3 clusters Score -230375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -230376.421875 Penalty: 772.161377
	Iteration 18Q: 3 clusters Score -230376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -230377.859375 Penalty: 772.161377
	Iteration 19Q: 3 clusters Score -230377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -230378.796875 Penalty: 772.161377
	Iteration 20F: 3 clusters Score -230378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -230379.734375 Penalty: 772.161377
	Iteration 21Q: 3 clusters Score -230379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -230380.843750 Penalty: 772.161377
	Iteration 22Q: 3 clusters Score -230380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -230381.031250 Penalty: 772.161377
	Iteration 23Q: 3 clusters Score -230381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230381.703125 Penalty: 772.161377
	Iteration 24Q: 3 clusters Score -230381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -230381.734375 Penalty: 772.161377
	Iteration 25Q: 3 clusters Score -230381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230381.703125 Penalty: 772.161377
	Iteration 26Q: 3 clusters Score -230381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230382.015625 Penalty: 772.161377
	Iteration 27Q: 3 clusters Score -230382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230382.250000 Penalty: 772.161377
	Iteration 28Q: 3 clusters Score -230382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230382.250000 Penalty: 772.161377
	Iteration 29F: 3 clusters Score -230382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Entering Unmasked Estep 
Score: -407738.312500 Penalty: 408.264404
	Iteration 0F: 2 clusters Score -407738.3 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 3895 members 
Entering Unmasked Estep 
Score: -402433.031250 Penalty: 816.528809
	Iteration 0F: 3 clusters Score -402433 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -404897.312500 Penalty: 816.528809
	Iteration 1F: 3 clusters Score -404897.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -405450.656250 Penalty: 816.528809
	Iteration 2F: 3 clusters Score -405450.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -406228.218750 Penalty: 816.528809
	Iteration 3F: 3 clusters Score -406228.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -406885.000000 Penalty: 816.528809
	Iteration 4F: 3 clusters Score -406885 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -407173.125000 Penalty: 816.528809
	Iteration 5Q: 3 clusters Score -407173.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407266.375000 Penalty: 816.528809
	Iteration 6Q: 3 clusters Score -407266.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -407301.343750 Penalty: 816.528809
	Iteration 7Q: 3 clusters Score -407301.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -407318.250000 Penalty: 816.528809
	Iteration 8Q: 3 clusters Score -407318.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -407329.093750 Penalty: 816.528809
	Iteration 9Q: 3 clusters Score -407329.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -407336.156250 Penalty: 816.528809
	Iteration 10Q: 3 clusters Score -407336.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -407340.062500 Penalty: 816.528809
	Iteration 11Q: 3 clusters Score -407340.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -407346.812500 Penalty: 816.528809
	Iteration 12Q: 3 clusters Score -407346.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -407352.875000 Penalty: 816.528809
	Iteration 13Q: 3 clusters Score -407352.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -407354.906250 Penalty: 816.528809
	Iteration 14Q: 3 clusters Score -407354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -407357.750000 Penalty: 816.528809
	Iteration 15Q: 3 clusters Score -407357.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -407362.093750 Penalty: 816.528809
	Iteration 16Q: 3 clusters Score -407362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -407364.437500 Penalty: 816.528809
	Iteration 17Q: 3 clusters Score -407364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -407365.062500 Penalty: 816.528809
	Iteration 18Q: 3 clusters Score -407365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -407367.031250 Penalty: 816.528809
	Iteration 19Q: 3 clusters Score -407367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -407367.968750 Penalty: 816.528809
	Iteration 20F: 3 clusters Score -407368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -407370.468750 Penalty: 816.528809
	Iteration 21Q: 3 clusters Score -407370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -407372.531250 Penalty: 816.528809
	Iteration 22Q: 3 clusters Score -407372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -407372.468750 Penalty: 816.528809
	Iteration 23Q: 3 clusters Score -407372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -407373.375000 Penalty: 816.528809
	Iteration 24Q: 3 clusters Score -407373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -407376.093750 Penalty: 816.528809
	Iteration 25Q: 3 clusters Score -407376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -407376.437500 Penalty: 816.528809
	Iteration 26Q: 3 clusters Score -407376.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -407381.781250 Penalty: 816.528809
	Iteration 27Q: 3 clusters Score -407381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -407385.656250 Penalty: 816.528809
	Iteration 28Q: 3 clusters Score -407385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -407389.062500 Penalty: 816.528809
	Iteration 29Q: 3 clusters Score -407389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -407393.343750 Penalty: 816.528809
	Iteration 30Q: 3 clusters Score -407393.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -407397.281250 Penalty: 816.528809
	Iteration 31Q: 3 clusters Score -407397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -407400.968750 Penalty: 816.528809
	Iteration 32Q: 3 clusters Score -407401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -407403.687500 Penalty: 816.528809
	Iteration 33Q: 3 clusters Score -407403.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -407405.781250 Penalty: 816.528809
	Iteration 34Q: 3 clusters Score -407405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -407408.843750 Penalty: 816.528809
	Iteration 35Q: 3 clusters Score -407408.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -407410.875000 Penalty: 816.528809
	Iteration 36Q: 3 clusters Score -407410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -407411.937500 Penalty: 816.528809
	Iteration 37Q: 3 clusters Score -407411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -407415.187500 Penalty: 816.528809
	Iteration 38Q: 3 clusters Score -407415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -407416.593750 Penalty: 816.528809
	Iteration 39Q: 3 clusters Score -407416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -407417.093750 Penalty: 816.528809
	Iteration 40F: 3 clusters Score -407417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -407418.687500 Penalty: 816.528809
	Iteration 41Q: 3 clusters Score -407418.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -407420.312500 Penalty: 816.528809
	Iteration 42Q: 3 clusters Score -407420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -407421.937500 Penalty: 816.528809
	Iteration 43Q: 3 clusters Score -407421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -407423.812500 Penalty: 816.528809
	Iteration 44Q: 3 clusters Score -407423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -407425.718750 Penalty: 816.528809
	Iteration 45Q: 3 clusters Score -407425.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -407427.375000 Penalty: 816.528809
	Iteration 46Q: 3 clusters Score -407427.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -407428.968750 Penalty: 816.528809
	Iteration 47Q: 3 clusters Score -407429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -407431.875000 Penalty: 816.528809
	Iteration 48Q: 3 clusters Score -407431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -407436.781250 Penalty: 816.528809
	Iteration 49Q: 3 clusters Score -407436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -407438.781250 Penalty: 816.528809
	Iteration 50Q: 3 clusters Score -407438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -407441.812500 Penalty: 816.528809
	Iteration 51Q: 3 clusters Score -407441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -407444.218750 Penalty: 816.528809
	Iteration 52Q: 3 clusters Score -407444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -407447.187500 Penalty: 816.528809
	Iteration 53Q: 3 clusters Score -407447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -407449.562500 Penalty: 816.528809
	Iteration 54Q: 3 clusters Score -407449.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -407452.187500 Penalty: 816.528809
	Iteration 55Q: 3 clusters Score -407452.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -407454.093750 Penalty: 816.528809
	Iteration 56Q: 3 clusters Score -407454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -407456.312500 Penalty: 816.528809
	Iteration 57Q: 3 clusters Score -407456.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -407458.281250 Penalty: 816.528809
	Iteration 58Q: 3 clusters Score -407458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -407459.375000 Penalty: 816.528809
	Iteration 59Q: 3 clusters Score -407459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -407460.281250 Penalty: 816.528809
	Iteration 60F: 3 clusters Score -407460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -407459.812500 Penalty: 816.528809
	Iteration 61Q: 3 clusters Score -407459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -407460.093750 Penalty: 816.528809
	Iteration 62Q: 3 clusters Score -407460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -407460.875000 Penalty: 816.528809
	Iteration 63Q: 3 clusters Score -407460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407461.062500 Penalty: 816.528809
	Iteration 64Q: 3 clusters Score -407461.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -407461.343750 Penalty: 816.528809
	Iteration 65Q: 3 clusters Score -407461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -407463.718750 Penalty: 816.528809
	Iteration 66Q: 3 clusters Score -407463.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -407467.437500 Penalty: 816.528809
	Iteration 67Q: 3 clusters Score -407467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -407469.500000 Penalty: 816.528809
	Iteration 68Q: 3 clusters Score -407469.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -407473.750000 Penalty: 816.528809
	Iteration 69Q: 3 clusters Score -407473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -407479.687500 Penalty: 816.528809
	Iteration 70Q: 3 clusters Score -407479.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -407487.562500 Penalty: 816.528809
	Iteration 71Q: 3 clusters Score -407487.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -407496.843750 Penalty: 816.528809
	Iteration 72Q: 3 clusters Score -407496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -407500.125000 Penalty: 816.528809
	Iteration 73Q: 3 clusters Score -407500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -407504.250000 Penalty: 816.528809
	Iteration 74Q: 3 clusters Score -407504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -407506.718750 Penalty: 816.528809
	Iteration 75Q: 3 clusters Score -407506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -407507.375000 Penalty: 816.528809
	Iteration 76Q: 3 clusters Score -407507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -407508.968750 Penalty: 816.528809
	Iteration 77Q: 3 clusters Score -407509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -407511.625000 Penalty: 816.528809
	Iteration 78Q: 3 clusters Score -407511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -407513.656250 Penalty: 816.528809
	Iteration 79Q: 3 clusters Score -407513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -407515.406250 Penalty: 816.528809
	Iteration 80F: 3 clusters Score -407515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -407516.562500 Penalty: 816.528809
	Iteration 81Q: 3 clusters Score -407516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -407517.593750 Penalty: 816.528809
	Iteration 82Q: 3 clusters Score -407517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -407518.375000 Penalty: 816.528809
	Iteration 83Q: 3 clusters Score -407518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -407519.625000 Penalty: 816.528809
	Iteration 84Q: 3 clusters Score -407519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -407520.625000 Penalty: 816.528809
	Iteration 85Q: 3 clusters Score -407520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -407521.187500 Penalty: 816.528809
	Iteration 86Q: 3 clusters Score -407521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -407522.000000 Penalty: 816.528809
	Iteration 87Q: 3 clusters Score -407522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -407521.937500 Penalty: 816.528809
	Iteration 88Q: 3 clusters Score -407521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -407522.218750 Penalty: 816.528809
	Iteration 89Q: 3 clusters Score -407522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -407522.406250 Penalty: 816.528809
	Iteration 90Q: 3 clusters Score -407522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -407522.468750 Penalty: 816.528809
	Iteration 91Q: 3 clusters Score -407522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -407523.687500 Penalty: 816.528809
	Iteration 92Q: 3 clusters Score -407523.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -407523.687500 Penalty: 816.528809
	Iteration 93F: 3 clusters Score -407523.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Entering Unmasked Estep 
Score: -3251866.000000 Penalty: 503.418854
	Iteration 0F: 2 clusters Score -3251866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3208883.000000 Penalty: 1006.837708
	Iteration 0F: 3 clusters Score -3208883 nChanged 31082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3227999.500000 Penalty: 1006.837708
	Iteration 1F: 3 clusters Score -3228000 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3229452.250000 Penalty: 1006.837708
	Iteration 2Q: 3 clusters Score -3229452 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3231597.500000 Penalty: 1006.837708
	Iteration 3F: 3 clusters Score -3231598 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3234521.000000 Penalty: 1006.837708
	Iteration 4F: 3 clusters Score -3234521 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3237679.750000 Penalty: 1006.837708
	Iteration 5F: 3 clusters Score -3237680 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3240208.500000 Penalty: 1006.837708
	Iteration 6F: 3 clusters Score -3240208 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3241643.500000 Penalty: 1006.837708
	Iteration 7Q: 3 clusters Score -3241644 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3242377.000000 Penalty: 1006.837708
	Iteration 8Q: 3 clusters Score -3242377 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3242875.250000 Penalty: 1006.837708
	Iteration 9Q: 3 clusters Score -3242875 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3243399.000000 Penalty: 1006.837708
	Iteration 10Q: 3 clusters Score -3243399 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3243911.250000 Penalty: 1006.837708
	Iteration 11Q: 3 clusters Score -3243911 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3244509.750000 Penalty: 1006.837708
	Iteration 12Q: 3 clusters Score -3244510 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3245160.250000 Penalty: 1006.837708
	Iteration 13Q: 3 clusters Score -3245160 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3245934.500000 Penalty: 1006.837708
	Iteration 14Q: 3 clusters Score -3245934 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3246725.500000 Penalty: 1006.837708
	Iteration 15Q: 3 clusters Score -3246726 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3247546.500000 Penalty: 1006.837708
	Iteration 16Q: 3 clusters Score -3247546 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3248347.500000 Penalty: 1006.837708
	Iteration 17Q: 3 clusters Score -3248348 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3249067.750000 Penalty: 1006.837708
	Iteration 18Q: 3 clusters Score -3249068 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3249655.750000 Penalty: 1006.837708
	Iteration 19Q: 3 clusters Score -3249656 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3250124.750000 Penalty: 1006.837708
	Iteration 20F: 3 clusters Score -3250125 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3250500.500000 Penalty: 1006.837708
	Iteration 21Q: 3 clusters Score -3250500 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3250822.500000 Penalty: 1006.837708
	Iteration 22Q: 3 clusters Score -3250822 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3251042.250000 Penalty: 1006.837708
	Iteration 23Q: 3 clusters Score -3251042 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3251167.500000 Penalty: 1006.837708
	Iteration 24Q: 3 clusters Score -3251168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3251257.750000 Penalty: 1006.837708
	Iteration 25Q: 3 clusters Score -3251258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3251315.000000 Penalty: 1006.837708
	Iteration 26Q: 3 clusters Score -3251315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3251369.250000 Penalty: 1006.837708
	Iteration 27Q: 3 clusters Score -3251369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3251395.750000 Penalty: 1006.837708
	Iteration 28Q: 3 clusters Score -3251396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3251423.000000 Penalty: 1006.837708
	Iteration 29Q: 3 clusters Score -3251423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3251440.500000 Penalty: 1006.837708
	Iteration 30Q: 3 clusters Score -3251440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3251441.250000 Penalty: 1006.837708
	Iteration 31Q: 3 clusters Score -3251441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3251450.750000 Penalty: 1006.837708
	Iteration 32Q: 3 clusters Score -3251451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3251457.250000 Penalty: 1006.837708
	Iteration 33Q: 3 clusters Score -3251457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3251464.750000 Penalty: 1006.837708
	Iteration 34Q: 3 clusters Score -3251465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3251467.250000 Penalty: 1006.837708
	Iteration 35Q: 3 clusters Score -3251467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3251468.000000 Penalty: 1006.837708
	Iteration 36Q: 3 clusters Score -3251468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3251472.000000 Penalty: 1006.837708
	Iteration 37Q: 3 clusters Score -3251472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3251478.250000 Penalty: 1006.837708
	Iteration 38Q: 3 clusters Score -3251478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3251481.500000 Penalty: 1006.837708
	Iteration 39Q: 3 clusters Score -3251482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3251485.250000 Penalty: 1006.837708
	Iteration 40F: 3 clusters Score -3251485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3251490.000000 Penalty: 1006.837708
	Iteration 41Q: 3 clusters Score -3251490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3251496.000000 Penalty: 1006.837708
	Iteration 42Q: 3 clusters Score -3251496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3251496.500000 Penalty: 1006.837708
	Iteration 43Q: 3 clusters Score -3251496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3251496.500000 Penalty: 1006.837708
	Iteration 44F: 3 clusters Score -3251496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10727.477539 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10727.48 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 118 members 
Entering Unmasked Estep 
Score: -10409.416016 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -10409.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10520.242188 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10520.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10563.992188 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10563.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10599.740234 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -10599.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10637.850586 Penalty: 500.242279
	Iteration 4F: 3 clusters Score -10637.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10671.233398 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10671.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10674.067383 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10674.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10675.894531 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10675.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10677.321289 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10677.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10679.334961 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10679.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10679.334961 Penalty: 500.242279
	Iteration 10F: 3 clusters Score -10679.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -100072.570312 Penalty: 347.428314
	Iteration 0F: 2 clusters Score -100072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -98610.507812 Penalty: 694.856628
	Iteration 0F: 3 clusters Score -98610.51 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99197.273438 Penalty: 694.856628
	Iteration 1F: 3 clusters Score -99197.27 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99405.132812 Penalty: 694.856628
	Iteration 2F: 3 clusters Score -99405.13 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99554.328125 Penalty: 694.856628
	Iteration 3F: 3 clusters Score -99554.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99617.976562 Penalty: 694.856628
	Iteration 4F: 3 clusters Score -99617.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99658.695312 Penalty: 694.856628
	Iteration 5Q: 3 clusters Score -99658.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99673.203125 Penalty: 694.856628
	Iteration 6Q: 3 clusters Score -99673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99686.476562 Penalty: 694.856628
	Iteration 7Q: 3 clusters Score -99686.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99696.406250 Penalty: 694.856628
	Iteration 8Q: 3 clusters Score -99696.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99706.414062 Penalty: 694.856628
	Iteration 9Q: 3 clusters Score -99706.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99718.757812 Penalty: 694.856628
	Iteration 10Q: 3 clusters Score -99718.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99725.156250 Penalty: 694.856628
	Iteration 11Q: 3 clusters Score -99725.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99729.117188 Penalty: 694.856628
	Iteration 12Q: 3 clusters Score -99729.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99731.789062 Penalty: 694.856628
	Iteration 13Q: 3 clusters Score -99731.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99735.945312 Penalty: 694.856628
	Iteration 14Q: 3 clusters Score -99735.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99739.007812 Penalty: 694.856628
	Iteration 15Q: 3 clusters Score -99739.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99742.007812 Penalty: 694.856628
	Iteration 16Q: 3 clusters Score -99742.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99744.500000 Penalty: 694.856628
	Iteration 17Q: 3 clusters Score -99744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99745.625000 Penalty: 694.856628
	Iteration 18Q: 3 clusters Score -99745.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99747.476562 Penalty: 694.856628
	Iteration 19Q: 3 clusters Score -99747.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99748.937500 Penalty: 694.856628
	Iteration 20F: 3 clusters Score -99748.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99750.437500 Penalty: 694.856628
	Iteration 21Q: 3 clusters Score -99750.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99751.312500 Penalty: 694.856628
	Iteration 22Q: 3 clusters Score -99751.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99752.789062 Penalty: 694.856628
	Iteration 23Q: 3 clusters Score -99752.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99753.796875 Penalty: 694.856628
	Iteration 24Q: 3 clusters Score -99753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99755.320312 Penalty: 694.856628
	Iteration 25Q: 3 clusters Score -99755.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99758.132812 Penalty: 694.856628
	Iteration 26Q: 3 clusters Score -99758.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99762.140625 Penalty: 694.856628
	Iteration 27Q: 3 clusters Score -99762.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99767.953125 Penalty: 694.856628
	Iteration 28Q: 3 clusters Score -99767.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99770.734375 Penalty: 694.856628
	Iteration 29Q: 3 clusters Score -99770.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99772.078125 Penalty: 694.856628
	Iteration 30Q: 3 clusters Score -99772.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99772.585938 Penalty: 694.856628
	Iteration 31Q: 3 clusters Score -99772.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99774.226562 Penalty: 694.856628
	Iteration 32Q: 3 clusters Score -99774.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99776.578125 Penalty: 694.856628
	Iteration 33Q: 3 clusters Score -99776.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -99778.703125 Penalty: 694.856628
	Iteration 34Q: 3 clusters Score -99778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99783.195312 Penalty: 694.856628
	Iteration 35Q: 3 clusters Score -99783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99786.617188 Penalty: 694.856628
	Iteration 36Q: 3 clusters Score -99786.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99788.343750 Penalty: 694.856628
	Iteration 37Q: 3 clusters Score -99788.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -99789.195312 Penalty: 694.856628
	Iteration 38Q: 3 clusters Score -99789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99789.890625 Penalty: 694.856628
	Iteration 39Q: 3 clusters Score -99789.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99790.492188 Penalty: 694.856628
	Iteration 40F: 3 clusters Score -99790.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -252476.562500 Penalty: 391.868896
	Iteration 0F: 2 clusters Score -252476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -248712.453125 Penalty: 783.737793
	Iteration 0F: 3 clusters Score -248712.5 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -250180.171875 Penalty: 783.737793
	Iteration 1F: 3 clusters Score -250180.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -250389.734375 Penalty: 783.737793
	Iteration 2F: 3 clusters Score -250389.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -250694.515625 Penalty: 783.737793
	Iteration 3F: 3 clusters Score -250694.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -251093.328125 Penalty: 783.737793
	Iteration 4F: 3 clusters Score -251093.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -251473.609375 Penalty: 783.737793
	Iteration 5F: 3 clusters Score -251473.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -251810.843750 Penalty: 783.737793
	Iteration 6F: 3 clusters Score -251810.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -252018.453125 Penalty: 783.737793
	Iteration 7Q: 3 clusters Score -252018.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -252111.906250 Penalty: 783.737793
	Iteration 8Q: 3 clusters Score -252111.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -252169.625000 Penalty: 783.737793
	Iteration 9Q: 3 clusters Score -252169.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -252196.859375 Penalty: 783.737793
	Iteration 10Q: 3 clusters Score -252196.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -252218.828125 Penalty: 783.737793
	Iteration 11Q: 3 clusters Score -252218.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -252235.250000 Penalty: 783.737793
	Iteration 12Q: 3 clusters Score -252235.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -252246.796875 Penalty: 783.737793
	Iteration 13Q: 3 clusters Score -252246.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252252.062500 Penalty: 783.737793
	Iteration 14Q: 3 clusters Score -252252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -252257.781250 Penalty: 783.737793
	Iteration 15Q: 3 clusters Score -252257.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -252259.640625 Penalty: 783.737793
	Iteration 16Q: 3 clusters Score -252259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -252260.421875 Penalty: 783.737793
	Iteration 17Q: 3 clusters Score -252260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -252261.781250 Penalty: 783.737793
	Iteration 18Q: 3 clusters Score -252261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -252263.015625 Penalty: 783.737793
	Iteration 19Q: 3 clusters Score -252263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -252266.343750 Penalty: 783.737793
	Iteration 20F: 3 clusters Score -252266.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -252273.609375 Penalty: 783.737793
	Iteration 21Q: 3 clusters Score -252273.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -252280.718750 Penalty: 783.737793
	Iteration 22Q: 3 clusters Score -252280.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -252284.781250 Penalty: 783.737793
	Iteration 23Q: 3 clusters Score -252284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -252286.343750 Penalty: 783.737793
	Iteration 24Q: 3 clusters Score -252286.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -252287.968750 Penalty: 783.737793
	Iteration 25Q: 3 clusters Score -252288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -252290.031250 Penalty: 783.737793
	Iteration 26Q: 3 clusters Score -252290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252291.031250 Penalty: 783.737793
	Iteration 27Q: 3 clusters Score -252291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -252291.734375 Penalty: 783.737793
	Iteration 28Q: 3 clusters Score -252291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -252293.265625 Penalty: 783.737793
	Iteration 29Q: 3 clusters Score -252293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252293.093750 Penalty: 783.737793
	Iteration 30Q: 3 clusters Score -252293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -252294.421875 Penalty: 783.737793
	Iteration 31Q: 3 clusters Score -252294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -252294.421875 Penalty: 783.737793
	Iteration 32Q: 3 clusters Score -252294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -252294.843750 Penalty: 783.737793
	Iteration 33Q: 3 clusters Score -252294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252295.109375 Penalty: 783.737793
	Iteration 34Q: 3 clusters Score -252295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -252295.046875 Penalty: 783.737793
	Iteration 35Q: 3 clusters Score -252295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252294.937500 Penalty: 783.737793
	Iteration 36Q: 3 clusters Score -252294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252295.031250 Penalty: 783.737793
	Iteration 37Q: 3 clusters Score -252295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252295.156250 Penalty: 783.737793
	Iteration 38Q: 3 clusters Score -252295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252295.156250 Penalty: 783.737793
	Iteration 39F: 3 clusters Score -252295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34088.289062 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34088.29 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34237.722656 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34237.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34264.789062 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34264.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34283.160156 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -34283.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34296.757812 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34296.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34306.800781 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34313.621094 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34313.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34322.492188 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34322.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34332.058594 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34332.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34344.660156 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34344.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34355.222656 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34355.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34364.476562 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34364.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34372.351562 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34372.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34387.007812 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34387.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34392.636719 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34392.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34396.925781 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34396.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34398.347656 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34398.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34399.058594 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34399.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34399.230469 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34399.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34399.230469 Penalty: 600.588257
	Iteration 19F: 3 clusters Score -34399.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Entering Unmasked Estep 
Score: -554996.312500 Penalty: 421.875977
	Iteration 0F: 2 clusters Score -554996.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -547877.500000 Penalty: 843.751953
	Iteration 0F: 3 clusters Score -547877.5 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -550832.750000 Penalty: 843.751953
	Iteration 1F: 3 clusters Score -550832.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -551190.312500 Penalty: 843.751953
	Iteration 2F: 3 clusters Score -551190.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -551701.500000 Penalty: 843.751953
	Iteration 3F: 3 clusters Score -551701.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -552427.875000 Penalty: 843.751953
	Iteration 4F: 3 clusters Score -552427.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -553151.437500 Penalty: 843.751953
	Iteration 5F: 3 clusters Score -553151.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -553527.375000 Penalty: 843.751953
	Iteration 6F: 3 clusters Score -553527.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -553672.500000 Penalty: 843.751953
	Iteration 7Q: 3 clusters Score -553672.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -553747.750000 Penalty: 843.751953
	Iteration 8Q: 3 clusters Score -553747.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -553800.437500 Penalty: 843.751953
	Iteration 9Q: 3 clusters Score -553800.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -553846.000000 Penalty: 843.751953
	Iteration 10Q: 3 clusters Score -553846 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -553887.000000 Penalty: 843.751953
	Iteration 11Q: 3 clusters Score -553887 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -553926.250000 Penalty: 843.751953
	Iteration 12Q: 3 clusters Score -553926.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -553967.187500 Penalty: 843.751953
	Iteration 13Q: 3 clusters Score -553967.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -554000.062500 Penalty: 843.751953
	Iteration 14Q: 3 clusters Score -554000.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -554031.687500 Penalty: 843.751953
	Iteration 15Q: 3 clusters Score -554031.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -554056.437500 Penalty: 843.751953
	Iteration 16Q: 3 clusters Score -554056.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -554079.812500 Penalty: 843.751953
	Iteration 17Q: 3 clusters Score -554079.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -554097.937500 Penalty: 843.751953
	Iteration 18Q: 3 clusters Score -554097.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -554108.937500 Penalty: 843.751953
	Iteration 19Q: 3 clusters Score -554108.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -554116.687500 Penalty: 843.751953
	Iteration 20F: 3 clusters Score -554116.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -554127.625000 Penalty: 843.751953
	Iteration 21Q: 3 clusters Score -554127.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -554136.187500 Penalty: 843.751953
	Iteration 22Q: 3 clusters Score -554136.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -554139.437500 Penalty: 843.751953
	Iteration 23Q: 3 clusters Score -554139.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -554143.562500 Penalty: 843.751953
	Iteration 24Q: 3 clusters Score -554143.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -554147.187500 Penalty: 843.751953
	Iteration 25Q: 3 clusters Score -554147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -554150.312500 Penalty: 843.751953
	Iteration 26Q: 3 clusters Score -554150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -554151.062500 Penalty: 843.751953
	Iteration 27Q: 3 clusters Score -554151.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -554150.562500 Penalty: 843.751953
	Iteration 28Q: 3 clusters Score -554150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -554152.000000 Penalty: 843.751953
	Iteration 29Q: 3 clusters Score -554152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -554151.500000 Penalty: 843.751953
	Iteration 30Q: 3 clusters Score -554151.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -554152.875000 Penalty: 843.751953
	Iteration 31Q: 3 clusters Score -554152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -554152.625000 Penalty: 843.751953
	Iteration 32Q: 3 clusters Score -554152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -554153.437500 Penalty: 843.751953
	Iteration 33Q: 3 clusters Score -554153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -554153.437500 Penalty: 843.751953
	Iteration 34Q: 3 clusters Score -554153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -554153.187500 Penalty: 843.751953
	Iteration 35Q: 3 clusters Score -554153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -554153.500000 Penalty: 843.751953
	Iteration 36Q: 3 clusters Score -554153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -554153.937500 Penalty: 843.751953
	Iteration 37Q: 3 clusters Score -554153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -554154.687500 Penalty: 843.751953
	Iteration 38Q: 3 clusters Score -554154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -554155.437500 Penalty: 843.751953
	Iteration 39Q: 3 clusters Score -554155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -554153.750000 Penalty: 843.751953
	Iteration 40F: 3 clusters Score -554153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -554154.750000 Penalty: 843.751953
	Iteration 41Q: 3 clusters Score -554154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -554154.250000 Penalty: 843.751953
	Iteration 42Q: 3 clusters Score -554154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -554153.437500 Penalty: 843.751953
	Iteration 43Q: 3 clusters Score -554153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -554153.562500 Penalty: 843.751953
	Iteration 44Q: 3 clusters Score -554153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -554154.250000 Penalty: 843.751953
	Iteration 45Q: 3 clusters Score -554154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -554154.625000 Penalty: 843.751953
	Iteration 46Q: 3 clusters Score -554154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -554155.812500 Penalty: 843.751953
	Iteration 47Q: 3 clusters Score -554155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -554155.000000 Penalty: 843.751953
	Iteration 48Q: 3 clusters Score -554155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -554155.062500 Penalty: 843.751953
	Iteration 49Q: 3 clusters Score -554155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -554155.062500 Penalty: 843.751953
	Iteration 50F: 3 clusters Score -554155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 390 members 
Entering Unmasked Estep 
Score: -35807.761719 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35807.76 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35997.445312 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35997.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36035.062500 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36035.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36070.457031 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36070.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36113.039062 Penalty: 605.527893
	Iteration 4F: 3 clusters Score -36113.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36135.863281 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36135.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36157.328125 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36157.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36173.863281 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36173.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -36192.046875 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36192.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -36206.578125 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36206.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36222.937500 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36222.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36227.214844 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36227.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36235.542969 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36235.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -36239.972656 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36239.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36240.906250 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36240.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36240.906250 Penalty: 605.527893
	Iteration 15F: 3 clusters Score -36240.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -164993.859375 Penalty: 368.969757
	Iteration 0F: 2 clusters Score -164993.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -162723.390625 Penalty: 737.939514
	Iteration 0F: 3 clusters Score -162723.4 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -163516.640625 Penalty: 737.939514
	Iteration 1F: 3 clusters Score -163516.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -163608.062500 Penalty: 737.939514
	Iteration 2F: 3 clusters Score -163608.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -163672.921875 Penalty: 737.939514
	Iteration 3Q: 3 clusters Score -163672.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -163732.593750 Penalty: 737.939514
	Iteration 4Q: 3 clusters Score -163732.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -163810.531250 Penalty: 737.939514
	Iteration 5Q: 3 clusters Score -163810.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -163910.578125 Penalty: 737.939514
	Iteration 6Q: 3 clusters Score -163910.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -164010.078125 Penalty: 737.939514
	Iteration 7Q: 3 clusters Score -164010.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -164101.812500 Penalty: 737.939514
	Iteration 8Q: 3 clusters Score -164101.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -164162.078125 Penalty: 737.939514
	Iteration 9Q: 3 clusters Score -164162.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -164197.218750 Penalty: 737.939514
	Iteration 10Q: 3 clusters Score -164197.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -164231.812500 Penalty: 737.939514
	Iteration 11Q: 3 clusters Score -164231.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -164259.031250 Penalty: 737.939514
	Iteration 12Q: 3 clusters Score -164259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -164292.796875 Penalty: 737.939514
	Iteration 13Q: 3 clusters Score -164292.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -164322.093750 Penalty: 737.939514
	Iteration 14Q: 3 clusters Score -164322.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -164346.421875 Penalty: 737.939514
	Iteration 15Q: 3 clusters Score -164346.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -164368.531250 Penalty: 737.939514
	Iteration 16Q: 3 clusters Score -164368.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -164390.406250 Penalty: 737.939514
	Iteration 17Q: 3 clusters Score -164390.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -164411.218750 Penalty: 737.939514
	Iteration 18Q: 3 clusters Score -164411.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -164431.796875 Penalty: 737.939514
	Iteration 19Q: 3 clusters Score -164431.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -164446.156250 Penalty: 737.939514
	Iteration 20F: 3 clusters Score -164446.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -164459.062500 Penalty: 737.939514
	Iteration 21Q: 3 clusters Score -164459.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -164471.703125 Penalty: 737.939514
	Iteration 22Q: 3 clusters Score -164471.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -164485.000000 Penalty: 737.939514
	Iteration 23Q: 3 clusters Score -164485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -164498.703125 Penalty: 737.939514
	Iteration 24Q: 3 clusters Score -164498.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -164519.531250 Penalty: 737.939514
	Iteration 25Q: 3 clusters Score -164519.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -164535.953125 Penalty: 737.939514
	Iteration 26Q: 3 clusters Score -164536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -164545.328125 Penalty: 737.939514
	Iteration 27Q: 3 clusters Score -164545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -164552.046875 Penalty: 737.939514
	Iteration 28Q: 3 clusters Score -164552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -164559.656250 Penalty: 737.939514
	Iteration 29Q: 3 clusters Score -164559.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -164569.453125 Penalty: 737.939514
	Iteration 30Q: 3 clusters Score -164569.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -164573.328125 Penalty: 737.939514
	Iteration 31Q: 3 clusters Score -164573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -164576.234375 Penalty: 737.939514
	Iteration 32Q: 3 clusters Score -164576.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -164578.734375 Penalty: 737.939514
	Iteration 33Q: 3 clusters Score -164578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -164580.562500 Penalty: 737.939514
	Iteration 34Q: 3 clusters Score -164580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -164582.171875 Penalty: 737.939514
	Iteration 35Q: 3 clusters Score -164582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -164583.656250 Penalty: 737.939514
	Iteration 36Q: 3 clusters Score -164583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -164584.203125 Penalty: 737.939514
	Iteration 37Q: 3 clusters Score -164584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -164585.921875 Penalty: 737.939514
	Iteration 38Q: 3 clusters Score -164585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -164585.890625 Penalty: 737.939514
	Iteration 39Q: 3 clusters Score -164585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -164586.140625 Penalty: 737.939514
	Iteration 40F: 3 clusters Score -164586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -164586.000000 Penalty: 737.939514
	Iteration 41Q: 3 clusters Score -164586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -164586.000000 Penalty: 737.939514
	Iteration 42F: 3 clusters Score -164586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -6330.039062 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -6330.039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6078.635254 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6078.635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6137.989746 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6137.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6157.395020 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6157.395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6164.219238 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -6164.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6165.520020 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6165.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6165.520020 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -6165.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (343945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343945 members 
Entering Unmasked Estep 
Score: -16704099.000000 Penalty: 580.044739
	Iteration 0F: 2 clusters Score -1.67041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171959 members 
Mstep: Class 2 contains 171986 members 
Entering Unmasked Estep 
Score: -16496612.000000 Penalty: 1160.089478
	Iteration 0F: 3 clusters Score -1.649661e+07 nChanged 170008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -16603936.000000 Penalty: 1160.089478
	Iteration 1F: 3 clusters Score -1.660394e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 171288 members 
Entering Unmasked Estep 
Score: -16609955.000000 Penalty: 1160.089478
	Iteration 2Q: 3 clusters Score -1.660996e+07 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -16619449.000000 Penalty: 1160.089478
	Iteration 3F: 3 clusters Score -1.661945e+07 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171011 members 
Mstep: Class 2 contains 172934 members 
Entering Unmasked Estep 
Score: -16634892.000000 Penalty: 1160.089478
	Iteration 4F: 3 clusters Score -1.663489e+07 nChanged 23446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -16654347.000000 Penalty: 1160.089478
	Iteration 5F: 3 clusters Score -1.665435e+07 nChanged 21115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168302 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -16667317.000000 Penalty: 1160.089478
	Iteration 6F: 3 clusters Score -1.666732e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -16671253.000000 Penalty: 1160.089478
	Iteration 7Q: 3 clusters Score -1.667125e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -16672094.000000 Penalty: 1160.089478
	Iteration 8Q: 3 clusters Score -1.667209e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -16672518.000000 Penalty: 1160.089478
	Iteration 9Q: 3 clusters Score -1.667252e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 178037 members 
Entering Unmasked Estep 
Score: -16672673.000000 Penalty: 1160.089478
	Iteration 10Q: 3 clusters Score -1.667267e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -16673003.000000 Penalty: 1160.089478
	Iteration 11Q: 3 clusters Score -1.6673e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -16673275.000000 Penalty: 1160.089478
	Iteration 12Q: 3 clusters Score -1.667328e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -16673488.000000 Penalty: 1160.089478
	Iteration 13Q: 3 clusters Score -1.667349e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -16673723.000000 Penalty: 1160.089478
	Iteration 14Q: 3 clusters Score -1.667372e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 181932 members 
Entering Unmasked Estep 
Score: -16673893.000000 Penalty: 1160.089478
	Iteration 15Q: 3 clusters Score -1.667389e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 182890 members 
Entering Unmasked Estep 
Score: -16674020.000000 Penalty: 1160.089478
	Iteration 16Q: 3 clusters Score -1.667402e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 183901 members 
Entering Unmasked Estep 
Score: -16674244.000000 Penalty: 1160.089478
	Iteration 17Q: 3 clusters Score -1.667424e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158988 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -16674489.000000 Penalty: 1160.089478
	Iteration 18Q: 3 clusters Score -1.667449e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 186074 members 
Entering Unmasked Estep 
Score: -16674656.000000 Penalty: 1160.089478
	Iteration 19Q: 3 clusters Score -1.667466e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -16674854.000000 Penalty: 1160.089478
	Iteration 20F: 3 clusters Score -1.667485e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 188307 members 
Entering Unmasked Estep 
Score: -16674999.000000 Penalty: 1160.089478
	Iteration 21Q: 3 clusters Score -1.6675e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -16675189.000000 Penalty: 1160.089478
	Iteration 22Q: 3 clusters Score -1.667519e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 190674 members 
Entering Unmasked Estep 
Score: -16675345.000000 Penalty: 1160.089478
	Iteration 23Q: 3 clusters Score -1.667534e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151908 members 
Mstep: Class 2 contains 192037 members 
Entering Unmasked Estep 
Score: -16675492.000000 Penalty: 1160.089478
	Iteration 24Q: 3 clusters Score -1.667549e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 193470 members 
Entering Unmasked Estep 
Score: -16675618.000000 Penalty: 1160.089478
	Iteration 25Q: 3 clusters Score -1.667562e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 194999 members 
Entering Unmasked Estep 
Score: -16675662.000000 Penalty: 1160.089478
	Iteration 26Q: 3 clusters Score -1.667566e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 196551 members 
Entering Unmasked Estep 
Score: -16675872.000000 Penalty: 1160.089478
	Iteration 27Q: 3 clusters Score -1.667587e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145728 members 
Mstep: Class 2 contains 198217 members 
Entering Unmasked Estep 
Score: -16676046.000000 Penalty: 1160.089478
	Iteration 28Q: 3 clusters Score -1.667605e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143958 members 
Mstep: Class 2 contains 199987 members 
Entering Unmasked Estep 
Score: -16676170.000000 Penalty: 1160.089478
	Iteration 29Q: 3 clusters Score -1.667617e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142156 members 
Mstep: Class 2 contains 201789 members 
Entering Unmasked Estep 
Score: -16676278.000000 Penalty: 1160.089478
	Iteration 30Q: 3 clusters Score -1.667628e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 203676 members 
Entering Unmasked Estep 
Score: -16676346.000000 Penalty: 1160.089478
	Iteration 31Q: 3 clusters Score -1.667635e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 205710 members 
Entering Unmasked Estep 
Score: -16676492.000000 Penalty: 1160.089478
	Iteration 32Q: 3 clusters Score -1.667649e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 207802 members 
Entering Unmasked Estep 
Score: -16676745.000000 Penalty: 1160.089478
	Iteration 33Q: 3 clusters Score -1.667674e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134021 members 
Mstep: Class 2 contains 209924 members 
Entering Unmasked Estep 
Score: -16676860.000000 Penalty: 1160.089478
	Iteration 34Q: 3 clusters Score -1.667686e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 212099 members 
Entering Unmasked Estep 
Score: -16676994.000000 Penalty: 1160.089478
	Iteration 35Q: 3 clusters Score -1.667699e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 214386 members 
Entering Unmasked Estep 
Score: -16677022.000000 Penalty: 1160.089478
	Iteration 36Q: 3 clusters Score -1.667702e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 216730 members 
Entering Unmasked Estep 
Score: -16677272.000000 Penalty: 1160.089478
	Iteration 37Q: 3 clusters Score -1.667727e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 219213 members 
Entering Unmasked Estep 
Score: -16677472.000000 Penalty: 1160.089478
	Iteration 38Q: 3 clusters Score -1.667747e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 221868 members 
Entering Unmasked Estep 
Score: -16677892.000000 Penalty: 1160.089478
	Iteration 39Q: 3 clusters Score -1.667789e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 224547 members 
Entering Unmasked Estep 
Score: -16678399.000000 Penalty: 1160.089478
	Iteration 40F: 3 clusters Score -1.66784e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 227448 members 
Entering Unmasked Estep 
Score: -16678757.000000 Penalty: 1160.089478
	Iteration 41Q: 3 clusters Score -1.667876e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113477 members 
Mstep: Class 2 contains 230468 members 
Entering Unmasked Estep 
Score: -16679353.000000 Penalty: 1160.089478
	Iteration 42Q: 3 clusters Score -1.667935e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 233671 members 
Entering Unmasked Estep 
Score: -16679858.000000 Penalty: 1160.089478
	Iteration 43Q: 3 clusters Score -1.667986e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 236850 members 
Entering Unmasked Estep 
Score: -16680345.000000 Penalty: 1160.089478
	Iteration 44Q: 3 clusters Score -1.668034e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 240187 members 
Entering Unmasked Estep 
Score: -16680800.000000 Penalty: 1160.089478
	Iteration 45Q: 3 clusters Score -1.66808e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 243562 members 
Entering Unmasked Estep 
Score: -16681300.000000 Penalty: 1160.089478
	Iteration 46Q: 3 clusters Score -1.66813e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 246976 members 
Entering Unmasked Estep 
Score: -16681845.000000 Penalty: 1160.089478
	Iteration 47Q: 3 clusters Score -1.668184e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 250590 members 
Entering Unmasked Estep 
Score: -16682480.000000 Penalty: 1160.089478
	Iteration 48Q: 3 clusters Score -1.668248e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 254304 members 
Entering Unmasked Estep 
Score: -16683101.000000 Penalty: 1160.089478
	Iteration 49Q: 3 clusters Score -1.66831e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 257985 members 
Entering Unmasked Estep 
Score: -16683803.000000 Penalty: 1160.089478
	Iteration 50Q: 3 clusters Score -1.66838e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 261625 members 
Entering Unmasked Estep 
Score: -16684240.000000 Penalty: 1160.089478
	Iteration 51Q: 3 clusters Score -1.668424e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 265138 members 
Entering Unmasked Estep 
Score: -16684370.000000 Penalty: 1160.089478
	Iteration 52Q: 3 clusters Score -1.668437e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 268473 members 
Entering Unmasked Estep 
Score: -16685012.000000 Penalty: 1160.089478
	Iteration 53Q: 3 clusters Score -1.668501e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 271698 members 
Entering Unmasked Estep 
Score: -16685382.000000 Penalty: 1160.089478
	Iteration 54Q: 3 clusters Score -1.668538e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 274799 members 
Entering Unmasked Estep 
Score: -16685954.000000 Penalty: 1160.089478
	Iteration 55Q: 3 clusters Score -1.668595e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 277823 members 
Entering Unmasked Estep 
Score: -16686506.000000 Penalty: 1160.089478
	Iteration 56Q: 3 clusters Score -1.668651e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 280851 members 
Entering Unmasked Estep 
Score: -16687133.000000 Penalty: 1160.089478
	Iteration 57Q: 3 clusters Score -1.668713e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 283776 members 
Entering Unmasked Estep 
Score: -16687742.000000 Penalty: 1160.089478
	Iteration 58Q: 3 clusters Score -1.668774e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 286603 members 
Entering Unmasked Estep 
Score: -16688162.000000 Penalty: 1160.089478
	Iteration 59Q: 3 clusters Score -1.668816e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 289272 members 
Entering Unmasked Estep 
Score: -16688862.000000 Penalty: 1160.089478
	Iteration 60F: 3 clusters Score -1.668886e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 291886 members 
Entering Unmasked Estep 
Score: -16689298.000000 Penalty: 1160.089478
	Iteration 61Q: 3 clusters Score -1.66893e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 294461 members 
Entering Unmasked Estep 
Score: -16689999.000000 Penalty: 1160.089478
	Iteration 62Q: 3 clusters Score -1.669e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 296870 members 
Entering Unmasked Estep 
Score: -16690805.000000 Penalty: 1160.089478
	Iteration 63Q: 3 clusters Score -1.66908e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 299233 members 
Entering Unmasked Estep 
Score: -16691612.000000 Penalty: 1160.089478
	Iteration 64Q: 3 clusters Score -1.669161e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 301585 members 
Entering Unmasked Estep 
Score: -16692324.000000 Penalty: 1160.089478
	Iteration 65Q: 3 clusters Score -1.669232e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 303807 members 
Entering Unmasked Estep 
Score: -16693153.000000 Penalty: 1160.089478
	Iteration 66Q: 3 clusters Score -1.669315e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 306011 members 
Entering Unmasked Estep 
Score: -16693749.000000 Penalty: 1160.089478
	Iteration 67Q: 3 clusters Score -1.669375e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 308157 members 
Entering Unmasked Estep 
Score: -16694485.000000 Penalty: 1160.089478
	Iteration 68Q: 3 clusters Score -1.669448e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 310321 members 
Entering Unmasked Estep 
Score: -16695298.000000 Penalty: 1160.089478
	Iteration 69Q: 3 clusters Score -1.66953e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 312336 members 
Entering Unmasked Estep 
Score: -16695901.000000 Penalty: 1160.089478
	Iteration 70Q: 3 clusters Score -1.66959e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 314311 members 
Entering Unmasked Estep 
Score: -16696350.000000 Penalty: 1160.089478
	Iteration 71Q: 3 clusters Score -1.669635e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 316161 members 
Entering Unmasked Estep 
Score: -16696826.000000 Penalty: 1160.089478
	Iteration 72Q: 3 clusters Score -1.669683e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 317948 members 
Entering Unmasked Estep 
Score: -16697509.000000 Penalty: 1160.089478
	Iteration 73Q: 3 clusters Score -1.669751e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 319677 members 
Entering Unmasked Estep 
Score: -16697961.000000 Penalty: 1160.089478
	Iteration 74Q: 3 clusters Score -1.669796e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 321350 members 
Entering Unmasked Estep 
Score: -16698658.000000 Penalty: 1160.089478
	Iteration 75Q: 3 clusters Score -1.669866e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 322952 members 
Entering Unmasked Estep 
Score: -16699153.000000 Penalty: 1160.089478
	Iteration 76Q: 3 clusters Score -1.669915e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 324508 members 
Entering Unmasked Estep 
Score: -16699717.000000 Penalty: 1160.089478
	Iteration 77Q: 3 clusters Score -1.669972e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 326014 members 
Entering Unmasked Estep 
Score: -16700235.000000 Penalty: 1160.089478
	Iteration 78Q: 3 clusters Score -1.670024e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 327456 members 
Entering Unmasked Estep 
Score: -16700590.000000 Penalty: 1160.089478
	Iteration 79Q: 3 clusters Score -1.670059e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 328908 members 
Entering Unmasked Estep 
Score: -16701127.000000 Penalty: 1160.089478
	Iteration 80F: 3 clusters Score -1.670113e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 330314 members 
Entering Unmasked Estep 
Score: -16701650.000000 Penalty: 1160.089478
	Iteration 81Q: 3 clusters Score -1.670165e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 331757 members 
Entering Unmasked Estep 
Score: -16702316.000000 Penalty: 1160.089478
	Iteration 82Q: 3 clusters Score -1.670232e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 333121 members 
Entering Unmasked Estep 
Score: -16702921.000000 Penalty: 1160.089478
	Iteration 83Q: 3 clusters Score -1.670292e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 334520 members 
Entering Unmasked Estep 
Score: -16703119.000000 Penalty: 1160.089478
	Iteration 84Q: 3 clusters Score -1.670312e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 335837 members 
Entering Unmasked Estep 
Score: -16703136.000000 Penalty: 1160.089478
	Iteration 85Q: 3 clusters Score -1.670314e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 337059 members 
Entering Unmasked Estep 
Score: -16703154.000000 Penalty: 1160.089478
	Iteration 86Q: 3 clusters Score -1.670315e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 338263 members 
Entering Unmasked Estep 
Score: -16703387.000000 Penalty: 1160.089478
	Iteration 87Q: 3 clusters Score -1.670339e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 339350 members 
Entering Unmasked Estep 
Score: -16703455.000000 Penalty: 1160.089478
	Iteration 88Q: 3 clusters Score -1.670346e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 340302 members 
Entering Unmasked Estep 
Score: -16703613.000000 Penalty: 1160.089478
	Iteration 89Q: 3 clusters Score -1.670361e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 341088 members 
Entering Unmasked Estep 
Score: -16703663.000000 Penalty: 1160.089478
	Iteration 90Q: 3 clusters Score -1.670366e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 341681 members 
Entering Unmasked Estep 
Score: -16703703.000000 Penalty: 1160.089478
	Iteration 91Q: 3 clusters Score -1.67037e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 342166 members 
Entering Unmasked Estep 
Score: -16703712.000000 Penalty: 1160.089478
	Iteration 92Q: 3 clusters Score -1.670371e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 342515 members 
Entering Unmasked Estep 
Score: -16703780.000000 Penalty: 1160.089478
	Iteration 93Q: 3 clusters Score -1.670378e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 342794 members 
Entering Unmasked Estep 
Score: -16703807.000000 Penalty: 1160.089478
	Iteration 94Q: 3 clusters Score -1.670381e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 342992 members 
Entering Unmasked Estep 
Score: -16703783.000000 Penalty: 1160.089478
	Iteration 95Q: 3 clusters Score -1.670378e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 343123 members 
Entering Unmasked Estep 
Score: -16703816.000000 Penalty: 1160.089478
	Iteration 96Q: 3 clusters Score -1.670382e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 343228 members 
Entering Unmasked Estep 
Score: -16703818.000000 Penalty: 1160.089478
	Iteration 97Q: 3 clusters Score -1.670382e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 343297 members 
Entering Unmasked Estep 
Score: -16703818.000000 Penalty: 1160.089478
	Iteration 98Q: 3 clusters Score -1.670382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 343359 members 
Entering Unmasked Estep 
Score: -16703824.000000 Penalty: 1160.089478
	Iteration 99Q: 3 clusters Score -1.670382e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 343411 members 
Entering Unmasked Estep 
Score: -16703831.000000 Penalty: 1160.089478
	Iteration 100F: 3 clusters Score -1.670383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343450 members 
Entering Unmasked Estep 
Score: -16703792.000000 Penalty: 1160.089478
	Iteration 101Q: 3 clusters Score -1.670379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 343473 members 
Entering Unmasked Estep 
Score: -16703774.000000 Penalty: 1160.089478
	Iteration 102Q: 3 clusters Score -1.670377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 343495 members 
Entering Unmasked Estep 
Score: -16703795.000000 Penalty: 1160.089478
	Iteration 103Q: 3 clusters Score -1.67038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 343507 members 
Entering Unmasked Estep 
Score: -16703789.000000 Penalty: 1160.089478
	Iteration 104Q: 3 clusters Score -1.670379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 343513 members 
Entering Unmasked Estep 
Score: -16703802.000000 Penalty: 1160.089478
	Iteration 105Q: 3 clusters Score -1.67038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 343518 members 
Entering Unmasked Estep 
Score: -16703806.000000 Penalty: 1160.089478
	Iteration 106Q: 3 clusters Score -1.670381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343527 members 
Entering Unmasked Estep 
Score: -16703795.000000 Penalty: 1160.089478
	Iteration 107Q: 3 clusters Score -1.67038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 343531 members 
Entering Unmasked Estep 
Score: -16703785.000000 Penalty: 1160.089478
	Iteration 108Q: 3 clusters Score -1.670378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343535 members 
Entering Unmasked Estep 
Score: -16703784.000000 Penalty: 1160.089478
	Iteration 109Q: 3 clusters Score -1.670378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343539 members 
Entering Unmasked Estep 
Score: -16703773.000000 Penalty: 1160.089478
	Iteration 110Q: 3 clusters Score -1.670377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 343541 members 
Entering Unmasked Estep 
Score: -16703780.000000 Penalty: 1160.089478
	Iteration 111Q: 3 clusters Score -1.670378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 343542 members 
Entering Unmasked Estep 
Score: -16703787.000000 Penalty: 1160.089478
	Iteration 112Q: 3 clusters Score -1.670379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 343543 members 
Entering Unmasked Estep 
Score: -16703790.000000 Penalty: 1160.089478
	Iteration 113Q: 3 clusters Score -1.670379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 343542 members 
Entering Unmasked Estep 
Score: -16703785.000000 Penalty: 1160.089478
	Iteration 114Q: 3 clusters Score -1.670378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 343543 members 
Entering Unmasked Estep 
Score: -16703793.000000 Penalty: 1160.089478
	Iteration 115Q: 3 clusters Score -1.670379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343544 members 
Entering Unmasked Estep 
Score: -16703786.000000 Penalty: 1160.089478
	Iteration 116Q: 3 clusters Score -1.670379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 343545 members 
Entering Unmasked Estep 
Score: -16703786.000000 Penalty: 1160.089478
	Iteration 117Q: 3 clusters Score -1.670379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 343548 members 
Entering Unmasked Estep 
Score: -16703780.000000 Penalty: 1160.089478
	Iteration 118Q: 3 clusters Score -1.670378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 343549 members 
Entering Unmasked Estep 
Score: -16703790.000000 Penalty: 1160.089478
	Iteration 119Q: 3 clusters Score -1.670379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 343549 members 
Entering Unmasked Estep 
Score: -16703796.000000 Penalty: 1160.089478
	Iteration 120F: 3 clusters Score -1.67038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 343551 members 
Entering Unmasked Estep 
Score: -16703787.000000 Penalty: 1160.089478
	Iteration 121Q: 3 clusters Score -1.670379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343553 members 
Entering Unmasked Estep 
Score: -16703783.000000 Penalty: 1160.089478
	Iteration 122Q: 3 clusters Score -1.670378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 343554 members 
Entering Unmasked Estep 
Score: -16703778.000000 Penalty: 1160.089478
	Iteration 123Q: 3 clusters Score -1.670378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 343555 members 
Entering Unmasked Estep 
Score: -16703783.000000 Penalty: 1160.089478
	Iteration 124Q: 3 clusters Score -1.670378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343557 members 
Entering Unmasked Estep 
Score: -16703791.000000 Penalty: 1160.089478
	Iteration 125Q: 3 clusters Score -1.670379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 343561 members 
Entering Unmasked Estep 
Score: -16703781.000000 Penalty: 1160.089478
	Iteration 126Q: 3 clusters Score -1.670378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 343564 members 
Entering Unmasked Estep 
Score: -16703780.000000 Penalty: 1160.089478
	Iteration 127Q: 3 clusters Score -1.670378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343566 members 
Entering Unmasked Estep 
Score: -16703785.000000 Penalty: 1160.089478
	Iteration 128Q: 3 clusters Score -1.670378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343565 members 
Entering Unmasked Estep 
Score: -16703779.000000 Penalty: 1160.089478
	Iteration 129Q: 3 clusters Score -1.670378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343566 members 
Entering Unmasked Estep 
Score: -16703783.000000 Penalty: 1160.089478
	Iteration 130Q: 3 clusters Score -1.670378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 343568 members 
Entering Unmasked Estep 
Score: -16703781.000000 Penalty: 1160.089478
	Iteration 131Q: 3 clusters Score -1.670378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 343568 members 
Entering Unmasked Estep 
Score: -16703781.000000 Penalty: 1160.089478
	Iteration 132F: 3 clusters Score -1.670378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -73561.054688 Penalty: 334.390015
	Iteration 0F: 2 clusters Score -73561.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -72404.523438 Penalty: 668.780029
	Iteration 0F: 3 clusters Score -72404.52 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72759.492188 Penalty: 668.780029
	Iteration 1F: 3 clusters Score -72759.49 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72845.312500 Penalty: 668.780029
	Iteration 2F: 3 clusters Score -72845.31 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72937.445312 Penalty: 668.780029
	Iteration 3F: 3 clusters Score -72937.45 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73021.070312 Penalty: 668.780029
	Iteration 4F: 3 clusters Score -73021.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -73093.585938 Penalty: 668.780029
	Iteration 5F: 3 clusters Score -73093.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73151.132812 Penalty: 668.780029
	Iteration 6Q: 3 clusters Score -73151.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -73207.070312 Penalty: 668.780029
	Iteration 7Q: 3 clusters Score -73207.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -73240.765625 Penalty: 668.780029
	Iteration 8Q: 3 clusters Score -73240.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -73261.156250 Penalty: 668.780029
	Iteration 9Q: 3 clusters Score -73261.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -73275.429688 Penalty: 668.780029
	Iteration 10Q: 3 clusters Score -73275.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -73283.992188 Penalty: 668.780029
	Iteration 11Q: 3 clusters Score -73283.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -73288.445312 Penalty: 668.780029
	Iteration 12Q: 3 clusters Score -73288.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -73291.570312 Penalty: 668.780029
	Iteration 13Q: 3 clusters Score -73291.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -73291.570312 Penalty: 668.780029
	Iteration 14F: 3 clusters Score -73291.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3166.728516 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3166.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2987.811768 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2987.812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3039.562012 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -3039.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3044.144775 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -3044.145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3068.529053 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -3068.529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3068.529053 Penalty: 403.204315
	Iteration 4F: 3 clusters Score -3068.529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5380.497070 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5380.497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5420.767090 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5420.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5428.810059 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5428.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5432.865723 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5432.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5434.573730 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5434.574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5434.573730 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5434.574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10857.940430 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10857.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10916.218750 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10916.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10931.822266 Penalty: 501.354340
	Iteration 2Q: 3 clusters Score -10931.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10945.915039 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10945.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10953.549805 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10953.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10958.539062 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10958.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10962.458984 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10962.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10963.541016 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -10963.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10963.541016 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -10963.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27663.958984 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -27663.96 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 294 members 
Entering Unmasked Estep 
Score: -27104.626953 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -27104.63 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27245.199219 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -27245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27287.146484 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -27287.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27345.542969 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -27345.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27384.630859 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -27384.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27417.181641 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -27417.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27444.572266 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -27444.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27467.849609 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -27467.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27490.650391 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -27490.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27506.269531 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -27506.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27513.998047 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -27514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27523.154297 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -27523.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27538.242188 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -27538.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27547.880859 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -27547.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27565.214844 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -27565.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27605.587891 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -27605.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27660.363281 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -27660.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27703.302734 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -27703.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27737.197266 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -27737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27742.849609 Penalty: 581.816772
	Iteration 19Q: 3 clusters Score -27742.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27743.142578 Penalty: 581.816772
	Iteration 20F: 3 clusters Score -27743.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 7886 members 
Mstep: Class 4 contains 63841 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 343945 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 31577 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 38959 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 175 members 
Entering Unmasked Estep 
Score: -25301780.000000 Penalty: 14994.331055
Splitting cluster 18 changes total score from -25301918.000000 to -25301780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (31577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Entering Unmasked Estep 
Score: -1513414.750000 Penalty: 471.388397
	Iteration 0F: 2 clusters Score -1513415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1492291.375000 Penalty: 942.776794
	Iteration 0F: 3 clusters Score -1492291 nChanged 15089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1501005.625000 Penalty: 942.776794
	Iteration 1F: 3 clusters Score -1501006 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1501389.375000 Penalty: 942.776794
	Iteration 2Q: 3 clusters Score -1501389 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1502026.875000 Penalty: 942.776794
	Iteration 3Q: 3 clusters Score -1502027 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1503133.500000 Penalty: 942.776794
	Iteration 4F: 3 clusters Score -1503134 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1505120.125000 Penalty: 942.776794
	Iteration 5F: 3 clusters Score -1505120 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -1507860.875000 Penalty: 942.776794
	Iteration 6F: 3 clusters Score -1507861 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -1510517.625000 Penalty: 942.776794
	Iteration 7F: 3 clusters Score -1510518 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -1512124.875000 Penalty: 942.776794
	Iteration 8Q: 3 clusters Score -1512125 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -1512721.500000 Penalty: 942.776794
	Iteration 9Q: 3 clusters Score -1512722 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -1512895.750000 Penalty: 942.776794
	Iteration 10Q: 3 clusters Score -1512896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -1512955.125000 Penalty: 942.776794
	Iteration 11Q: 3 clusters Score -1512955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -1512975.250000 Penalty: 942.776794
	Iteration 12Q: 3 clusters Score -1512975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -1512985.375000 Penalty: 942.776794
	Iteration 13Q: 3 clusters Score -1512985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -1512998.625000 Penalty: 942.776794
	Iteration 14Q: 3 clusters Score -1512999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1513003.000000 Penalty: 942.776794
	Iteration 15Q: 3 clusters Score -1513003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -1513002.625000 Penalty: 942.776794
	Iteration 16Q: 3 clusters Score -1513003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1513011.250000 Penalty: 942.776794
	Iteration 17Q: 3 clusters Score -1513011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -1513013.625000 Penalty: 942.776794
	Iteration 18Q: 3 clusters Score -1513014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -1513013.625000 Penalty: 942.776794
	Iteration 19F: 3 clusters Score -1513014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29440.554688 Penalty: 293.783020
	Iteration 0F: 2 clusters Score -29440.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28867.816406 Penalty: 587.566040
	Iteration 0F: 3 clusters Score -28867.82 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29005.638672 Penalty: 587.566040
	Iteration 1F: 3 clusters Score -29005.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29051.216797 Penalty: 587.566040
	Iteration 2F: 3 clusters Score -29051.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29081.945312 Penalty: 587.566040
	Iteration 3F: 3 clusters Score -29081.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29110.509766 Penalty: 587.566040
	Iteration 4Q: 3 clusters Score -29110.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29132.458984 Penalty: 587.566040
	Iteration 5Q: 3 clusters Score -29132.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29148.078125 Penalty: 587.566040
	Iteration 6Q: 3 clusters Score -29148.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29163.060547 Penalty: 587.566040
	Iteration 7Q: 3 clusters Score -29163.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29178.187500 Penalty: 587.566040
	Iteration 8Q: 3 clusters Score -29178.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29183.007812 Penalty: 587.566040
	Iteration 9Q: 3 clusters Score -29183.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29185.027344 Penalty: 587.566040
	Iteration 10Q: 3 clusters Score -29185.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29189.355469 Penalty: 587.566040
	Iteration 11Q: 3 clusters Score -29189.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -29194.238281 Penalty: 587.566040
	Iteration 12Q: 3 clusters Score -29194.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29197.345703 Penalty: 587.566040
	Iteration 13Q: 3 clusters Score -29197.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29200.658203 Penalty: 587.566040
	Iteration 14Q: 3 clusters Score -29200.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29200.658203 Penalty: 587.566040
	Iteration 15F: 3 clusters Score -29200.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -77043.203125 Penalty: 340.793671
	Iteration 0F: 2 clusters Score -77043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -75765.742188 Penalty: 681.587341
	Iteration 0F: 3 clusters Score -75765.74 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76167.742188 Penalty: 681.587341
	Iteration 1F: 3 clusters Score -76167.74 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76288.320312 Penalty: 681.587341
	Iteration 2F: 3 clusters Score -76288.32 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -76447.007812 Penalty: 681.587341
	Iteration 3F: 3 clusters Score -76447.01 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -76620.851562 Penalty: 681.587341
	Iteration 4F: 3 clusters Score -76620.85 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -76772.281250 Penalty: 681.587341
	Iteration 5F: 3 clusters Score -76772.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -76871.265625 Penalty: 681.587341
	Iteration 6Q: 3 clusters Score -76871.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -76909.921875 Penalty: 681.587341
	Iteration 7Q: 3 clusters Score -76909.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -76934.210938 Penalty: 681.587341
	Iteration 8Q: 3 clusters Score -76934.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76940.937500 Penalty: 681.587341
	Iteration 9Q: 3 clusters Score -76940.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -76946.335938 Penalty: 681.587341
	Iteration 10Q: 3 clusters Score -76946.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -76948.835938 Penalty: 681.587341
	Iteration 11Q: 3 clusters Score -76948.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -76949.335938 Penalty: 681.587341
	Iteration 12Q: 3 clusters Score -76949.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -76949.335938 Penalty: 681.587341
	Iteration 13F: 3 clusters Score -76949.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Entering Unmasked Estep 
Score: -2004650.750000 Penalty: 480.947052
	Iteration 0F: 2 clusters Score -2004651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1978558.500000 Penalty: 961.894104
	Iteration 0F: 3 clusters Score -1978558 nChanged 18720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1990383.125000 Penalty: 961.894104
	Iteration 1F: 3 clusters Score -1990383 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1991702.250000 Penalty: 961.894104
	Iteration 2F: 3 clusters Score -1991702 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1993465.375000 Penalty: 961.894104
	Iteration 3F: 3 clusters Score -1993465 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1995570.750000 Penalty: 961.894104
	Iteration 4F: 3 clusters Score -1995571 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1997219.250000 Penalty: 961.894104
	Iteration 5F: 3 clusters Score -1997219 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1997984.375000 Penalty: 961.894104
	Iteration 6Q: 3 clusters Score -1997984 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1998248.375000 Penalty: 961.894104
	Iteration 7Q: 3 clusters Score -1998248 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1998355.000000 Penalty: 961.894104
	Iteration 8Q: 3 clusters Score -1998355 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1998416.875000 Penalty: 961.894104
	Iteration 9Q: 3 clusters Score -1998417 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1998456.250000 Penalty: 961.894104
	Iteration 10Q: 3 clusters Score -1998456 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1998500.125000 Penalty: 961.894104
	Iteration 11Q: 3 clusters Score -1998500 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1998534.625000 Penalty: 961.894104
	Iteration 12Q: 3 clusters Score -1998535 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1998560.000000 Penalty: 961.894104
	Iteration 13Q: 3 clusters Score -1998560 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1998590.875000 Penalty: 961.894104
	Iteration 14Q: 3 clusters Score -1998591 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1998615.250000 Penalty: 961.894104
	Iteration 15Q: 3 clusters Score -1998615 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1998635.750000 Penalty: 961.894104
	Iteration 16Q: 3 clusters Score -1998636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1998661.500000 Penalty: 961.894104
	Iteration 17Q: 3 clusters Score -1998662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1998673.500000 Penalty: 961.894104
	Iteration 18Q: 3 clusters Score -1998674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1998702.250000 Penalty: 961.894104
	Iteration 19Q: 3 clusters Score -1998702 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1998719.250000 Penalty: 961.894104
	Iteration 20F: 3 clusters Score -1998719 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1998736.875000 Penalty: 961.894104
	Iteration 21Q: 3 clusters Score -1998737 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1998760.375000 Penalty: 961.894104
	Iteration 22Q: 3 clusters Score -1998760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1998772.000000 Penalty: 961.894104
	Iteration 23Q: 3 clusters Score -1998772 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1998794.875000 Penalty: 961.894104
	Iteration 24Q: 3 clusters Score -1998795 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1998808.750000 Penalty: 961.894104
	Iteration 25Q: 3 clusters Score -1998809 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1998837.000000 Penalty: 961.894104
	Iteration 26Q: 3 clusters Score -1998837 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1998859.000000 Penalty: 961.894104
	Iteration 27Q: 3 clusters Score -1998859 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1998883.625000 Penalty: 961.894104
	Iteration 28Q: 3 clusters Score -1998884 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1998918.500000 Penalty: 961.894104
	Iteration 29Q: 3 clusters Score -1998918 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1998962.875000 Penalty: 961.894104
	Iteration 30Q: 3 clusters Score -1998963 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1999003.125000 Penalty: 961.894104
	Iteration 31Q: 3 clusters Score -1999003 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1999047.750000 Penalty: 961.894104
	Iteration 32Q: 3 clusters Score -1999048 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1999098.875000 Penalty: 961.894104
	Iteration 33Q: 3 clusters Score -1999099 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1999145.750000 Penalty: 961.894104
	Iteration 34Q: 3 clusters Score -1999146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1999203.375000 Penalty: 961.894104
	Iteration 35Q: 3 clusters Score -1999203 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1999264.750000 Penalty: 961.894104
	Iteration 36Q: 3 clusters Score -1999265 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1999343.875000 Penalty: 961.894104
	Iteration 37Q: 3 clusters Score -1999344 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1999442.875000 Penalty: 961.894104
	Iteration 38Q: 3 clusters Score -1999443 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1999538.000000 Penalty: 961.894104
	Iteration 39Q: 3 clusters Score -1999538 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1999630.250000 Penalty: 961.894104
	Iteration 40F: 3 clusters Score -1999630 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1999741.000000 Penalty: 961.894104
	Iteration 41Q: 3 clusters Score -1999741 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1999867.250000 Penalty: 961.894104
	Iteration 42Q: 3 clusters Score -1999867 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2000036.250000 Penalty: 961.894104
	Iteration 43Q: 3 clusters Score -2000036 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2000241.250000 Penalty: 961.894104
	Iteration 44Q: 3 clusters Score -2000241 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2000488.875000 Penalty: 961.894104
	Iteration 45Q: 3 clusters Score -2000489 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2000729.250000 Penalty: 961.894104
	Iteration 46Q: 3 clusters Score -2000729 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2000994.000000 Penalty: 961.894104
	Iteration 47Q: 3 clusters Score -2000994 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2001264.750000 Penalty: 961.894104
	Iteration 48Q: 3 clusters Score -2001265 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2001543.750000 Penalty: 961.894104
	Iteration 49Q: 3 clusters Score -2001544 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2001838.000000 Penalty: 961.894104
	Iteration 50Q: 3 clusters Score -2001838 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2002166.750000 Penalty: 961.894104
	Iteration 51Q: 3 clusters Score -2002167 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2002496.875000 Penalty: 961.894104
	Iteration 52Q: 3 clusters Score -2002497 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2002791.375000 Penalty: 961.894104
	Iteration 53Q: 3 clusters Score -2002791 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2003075.000000 Penalty: 961.894104
	Iteration 54Q: 3 clusters Score -2003075 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2003283.125000 Penalty: 961.894104
	Iteration 55Q: 3 clusters Score -2003283 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2003458.125000 Penalty: 961.894104
	Iteration 56Q: 3 clusters Score -2003458 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2003632.625000 Penalty: 961.894104
	Iteration 57Q: 3 clusters Score -2003633 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2003774.750000 Penalty: 961.894104
	Iteration 58Q: 3 clusters Score -2003775 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2003881.000000 Penalty: 961.894104
	Iteration 59Q: 3 clusters Score -2003881 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2003982.750000 Penalty: 961.894104
	Iteration 60F: 3 clusters Score -2003983 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2004036.750000 Penalty: 961.894104
	Iteration 61Q: 3 clusters Score -2004037 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2004106.500000 Penalty: 961.894104
	Iteration 62Q: 3 clusters Score -2004106 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2004154.500000 Penalty: 961.894104
	Iteration 63Q: 3 clusters Score -2004154 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2004199.500000 Penalty: 961.894104
	Iteration 64Q: 3 clusters Score -2004200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2004238.250000 Penalty: 961.894104
	Iteration 65Q: 3 clusters Score -2004238 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2004271.750000 Penalty: 961.894104
	Iteration 66Q: 3 clusters Score -2004272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2004296.250000 Penalty: 961.894104
	Iteration 67Q: 3 clusters Score -2004296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2004317.500000 Penalty: 961.894104
	Iteration 68Q: 3 clusters Score -2004318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2004336.875000 Penalty: 961.894104
	Iteration 69Q: 3 clusters Score -2004337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2004362.875000 Penalty: 961.894104
	Iteration 70Q: 3 clusters Score -2004363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2004384.750000 Penalty: 961.894104
	Iteration 71Q: 3 clusters Score -2004385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2004410.250000 Penalty: 961.894104
	Iteration 72Q: 3 clusters Score -2004410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2004438.875000 Penalty: 961.894104
	Iteration 73Q: 3 clusters Score -2004439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2004459.625000 Penalty: 961.894104
	Iteration 74Q: 3 clusters Score -2004460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2004470.250000 Penalty: 961.894104
	Iteration 75Q: 3 clusters Score -2004470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2004492.000000 Penalty: 961.894104
	Iteration 76Q: 3 clusters Score -2004492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2004512.875000 Penalty: 961.894104
	Iteration 77Q: 3 clusters Score -2004513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2004530.250000 Penalty: 961.894104
	Iteration 78Q: 3 clusters Score -2004530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2004535.000000 Penalty: 961.894104
	Iteration 79Q: 3 clusters Score -2004535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2004542.875000 Penalty: 961.894104
	Iteration 80F: 3 clusters Score -2004543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2004551.500000 Penalty: 961.894104
	Iteration 81Q: 3 clusters Score -2004552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2004552.125000 Penalty: 961.894104
	Iteration 82Q: 3 clusters Score -2004552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2004557.875000 Penalty: 961.894104
	Iteration 83Q: 3 clusters Score -2004558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2004555.000000 Penalty: 961.894104
	Iteration 84Q: 3 clusters Score -2004555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2004557.250000 Penalty: 961.894104
	Iteration 85Q: 3 clusters Score -2004557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2004558.125000 Penalty: 961.894104
	Iteration 86Q: 3 clusters Score -2004558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2004556.750000 Penalty: 961.894104
	Iteration 87Q: 3 clusters Score -2004557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2004557.750000 Penalty: 961.894104
	Iteration 88Q: 3 clusters Score -2004558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2004558.375000 Penalty: 961.894104
	Iteration 89Q: 3 clusters Score -2004558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2004560.250000 Penalty: 961.894104
	Iteration 90Q: 3 clusters Score -2004560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2004564.125000 Penalty: 961.894104
	Iteration 91Q: 3 clusters Score -2004564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2004571.250000 Penalty: 961.894104
	Iteration 92Q: 3 clusters Score -2004571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2004573.625000 Penalty: 961.894104
	Iteration 93Q: 3 clusters Score -2004574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2004578.875000 Penalty: 961.894104
	Iteration 94Q: 3 clusters Score -2004579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2004579.000000 Penalty: 961.894104
	Iteration 95Q: 3 clusters Score -2004579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2004577.250000 Penalty: 961.894104
	Iteration 96Q: 3 clusters Score -2004577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2004578.625000 Penalty: 961.894104
	Iteration 97Q: 3 clusters Score -2004579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2004579.875000 Penalty: 961.894104
	Iteration 98Q: 3 clusters Score -2004580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2004579.625000 Penalty: 961.894104
	Iteration 99Q: 3 clusters Score -2004580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2004579.500000 Penalty: 961.894104
	Iteration 100F: 3 clusters Score -2004580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2004581.375000 Penalty: 961.894104
	Iteration 101Q: 3 clusters Score -2004581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2004579.750000 Penalty: 961.894104
	Iteration 102Q: 3 clusters Score -2004580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2004581.125000 Penalty: 961.894104
	Iteration 103Q: 3 clusters Score -2004581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2004585.375000 Penalty: 961.894104
	Iteration 104Q: 3 clusters Score -2004585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2004583.250000 Penalty: 961.894104
	Iteration 105Q: 3 clusters Score -2004583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2004586.000000 Penalty: 961.894104
	Iteration 106Q: 3 clusters Score -2004586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2004588.875000 Penalty: 961.894104
	Iteration 107Q: 3 clusters Score -2004589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2004589.125000 Penalty: 961.894104
	Iteration 108Q: 3 clusters Score -2004589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2004590.625000 Penalty: 961.894104
	Iteration 109Q: 3 clusters Score -2004591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2004590.375000 Penalty: 961.894104
	Iteration 110Q: 3 clusters Score -2004590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2004588.500000 Penalty: 961.894104
	Iteration 111Q: 3 clusters Score -2004588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2004589.750000 Penalty: 961.894104
	Iteration 112Q: 3 clusters Score -2004590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2004590.250000 Penalty: 961.894104
	Iteration 113Q: 3 clusters Score -2004590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2004592.500000 Penalty: 961.894104
	Iteration 114Q: 3 clusters Score -2004592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2004593.500000 Penalty: 961.894104
	Iteration 115Q: 3 clusters Score -2004594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2004594.125000 Penalty: 961.894104
	Iteration 116Q: 3 clusters Score -2004594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2004593.625000 Penalty: 961.894104
	Iteration 117Q: 3 clusters Score -2004594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2004594.375000 Penalty: 961.894104
	Iteration 118Q: 3 clusters Score -2004594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2004594.125000 Penalty: 961.894104
	Iteration 119Q: 3 clusters Score -2004594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2004592.000000 Penalty: 961.894104
	Iteration 120F: 3 clusters Score -2004592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5989.639160 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -5989.639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6035.616211 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6035.616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6046.947754 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6046.948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6053.852539 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6053.853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6055.617676 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6055.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6056.487305 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6056.487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6056.487305 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6056.487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5800.262207 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5800.262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5898.822266 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5898.822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5921.724609 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5921.725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5933.821289 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -5933.821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5948.813965 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -5948.814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5974.253418 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -5974.253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5988.142578 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5988.143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6004.154785 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6004.155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6016.849609 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -6016.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -6022.496094 Penalty: 445.021759
	Iteration 9Q: 3 clusters Score -6022.496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6036.028809 Penalty: 445.021759
	Iteration 10Q: 3 clusters Score -6036.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6036.028809 Penalty: 445.021759
	Iteration 11F: 3 clusters Score -6036.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 7886 members 
Mstep: Class 4 contains 63841 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 343945 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31577 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 38959 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302042.000000 Penalty: 14394.557617
Iteration 359Q: 25 clusters Score -2.530204e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 7916 members 
Mstep: Class 4 contains 63812 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 343817 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31507 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 39167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302128.000000 Penalty: 14394.557617
Iteration 360F: 25 clusters Score -2.530213e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 7940 members 
Mstep: Class 4 contains 63804 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10768 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 343637 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1786 members 
Mstep: Class 22 contains 39387 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302202.000000 Penalty: 14394.557617
Iteration 361Q: 25 clusters Score -2.53022e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 63793 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5444 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 148 members 
Mstep: Class 13 contains 343517 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31445 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 39566 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302330.000000 Penalty: 14394.557617
Iteration 362Q: 25 clusters Score -2.530233e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4756 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 63763 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5427 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 147 members 
Mstep: Class 13 contains 343404 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31431 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 39735 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302500.000000 Penalty: 14394.557617
Iteration 363Q: 25 clusters Score -2.53025e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 63734 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 10935 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 146 members 
Mstep: Class 13 contains 343316 members 
Mstep: Class 14 contains 1528 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31406 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 39888 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302538.000000 Penalty: 14394.557617
Iteration 364Q: 25 clusters Score -2.530254e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 63714 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11004 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 343197 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31383 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 40042 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302712.000000 Penalty: 14394.557617
Iteration 365Q: 25 clusters Score -2.530271e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 63707 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 143 members 
Mstep: Class 13 contains 343044 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31385 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 40190 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302878.000000 Penalty: 14394.557617
Iteration 366Q: 25 clusters Score -2.530288e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 63696 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 342917 members 
Mstep: Class 14 contains 1515 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31393 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 40328 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302938.000000 Penalty: 14394.557617
Iteration 367Q: 25 clusters Score -2.530294e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 8129 members 
Mstep: Class 4 contains 63683 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 139 members 
Mstep: Class 13 contains 342772 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 84 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31402 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 40467 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303070.000000 Penalty: 14394.557617
Iteration 368Q: 25 clusters Score -2.530307e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 63679 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 5314 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 141 members 
Mstep: Class 13 contains 342631 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 31398 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 40610 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303158.000000 Penalty: 14394.557617
Iteration 369Q: 25 clusters Score -2.530316e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 8184 members 
Mstep: Class 4 contains 63680 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 149 members 
Mstep: Class 13 contains 342496 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31387 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 40733 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303310.000000 Penalty: 14394.557617
Iteration 370Q: 25 clusters Score -2.530331e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 63681 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 156 members 
Mstep: Class 13 contains 342390 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31353 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 40834 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303370.000000 Penalty: 14394.557617
Iteration 371Q: 25 clusters Score -2.530337e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 8237 members 
Mstep: Class 4 contains 63676 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 342323 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31305 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1745 members 
Mstep: Class 22 contains 40911 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303442.000000 Penalty: 14394.557617
Iteration 372Q: 25 clusters Score -2.530344e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 8262 members 
Mstep: Class 4 contains 63670 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11627 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 342252 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31263 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 40992 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303522.000000 Penalty: 14394.557617
Iteration 373Q: 25 clusters Score -2.530352e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4526 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 63684 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5196 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 342184 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31225 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 41079 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303590.000000 Penalty: 14394.557617
Iteration 374Q: 25 clusters Score -2.530359e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 63699 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11738 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 342140 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31153 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 41164 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303634.000000 Penalty: 14394.557617
Iteration 375Q: 25 clusters Score -2.530363e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 63717 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11784 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 342070 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31097 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 41258 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303768.000000 Penalty: 14394.557617
Iteration 376Q: 25 clusters Score -2.530377e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 63729 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2037 members 
Mstep: Class 7 contains 5156 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11840 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 342001 members 
Mstep: Class 14 contains 1485 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31054 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 41343 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303810.000000 Penalty: 14394.557617
Iteration 377Q: 25 clusters Score -2.530381e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 63735 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11913 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341909 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31033 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 41427 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303898.000000 Penalty: 14394.557617
Iteration 378Q: 25 clusters Score -2.53039e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 8359 members 
Mstep: Class 4 contains 63743 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341822 members 
Mstep: Class 14 contains 1479 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31004 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 41517 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304006.000000 Penalty: 14394.557617
Iteration 379Q: 25 clusters Score -2.530401e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 8378 members 
Mstep: Class 4 contains 63752 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5114 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12046 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341681 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 85 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31002 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1722 members 
Mstep: Class 22 contains 41616 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304132.000000 Penalty: 14394.557617
Iteration 380F: 25 clusters Score -2.530413e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 63764 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12107 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341577 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 30996 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 41699 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304176.000000 Penalty: 14394.557617
Iteration 381Q: 25 clusters Score -2.530418e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 63768 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12170 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341482 members 
Mstep: Class 14 contains 1465 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31009 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 41768 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304228.000000 Penalty: 14394.557617
Iteration 382Q: 25 clusters Score -2.530423e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 63764 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341396 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31020 members 
Mstep: Class 20 contains 636 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 41844 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304330.000000 Penalty: 14394.557617
Iteration 383Q: 25 clusters Score -2.530433e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 63754 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12271 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341338 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31028 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 41920 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304396.000000 Penalty: 14394.557617
Iteration 384Q: 25 clusters Score -2.53044e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 8456 members 
Mstep: Class 4 contains 63748 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5074 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341268 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31051 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 41995 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304456.000000 Penalty: 14394.557617
Iteration 385Q: 25 clusters Score -2.530446e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 63740 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12364 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341227 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31059 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 42050 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304518.000000 Penalty: 14394.557617
Iteration 386Q: 25 clusters Score -2.530452e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4325 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 63740 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341193 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31073 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 42093 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304510.000000 Penalty: 14394.557617
Iteration 387Q: 25 clusters Score -2.530451e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 8485 members 
Mstep: Class 4 contains 63744 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12444 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341158 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31089 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 42135 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304526.000000 Penalty: 14394.557617
Iteration 388Q: 25 clusters Score -2.530453e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 8487 members 
Mstep: Class 4 contains 63744 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12479 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341147 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31091 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 42175 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304552.000000 Penalty: 14394.557617
Iteration 389Q: 25 clusters Score -2.530455e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4265 members 
Mstep: Class 3 contains 8487 members 
Mstep: Class 4 contains 63745 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5030 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3294 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341134 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31117 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 42212 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304550.000000 Penalty: 14394.557617
Iteration 390Q: 25 clusters Score -2.530455e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 8490 members 
Mstep: Class 4 contains 63742 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 5014 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341108 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31128 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 42259 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304516.000000 Penalty: 14394.557617
Iteration 391Q: 25 clusters Score -2.530452e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 63743 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4997 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12574 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341091 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31139 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 42300 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304580.000000 Penalty: 14394.557617
Iteration 392Q: 25 clusters Score -2.530458e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 63741 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12623 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341091 members 
Mstep: Class 14 contains 1419 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31130 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 42335 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304610.000000 Penalty: 14394.557617
Iteration 393Q: 25 clusters Score -2.530461e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 63736 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4960 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12672 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341088 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31114 members 
Mstep: Class 20 contains 648 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 42374 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304650.000000 Penalty: 14394.557617
Iteration 394Q: 25 clusters Score -2.530465e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 63730 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12732 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341071 members 
Mstep: Class 14 contains 1413 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31107 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 42420 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304654.000000 Penalty: 14394.557617
Iteration 395Q: 25 clusters Score -2.530465e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 63729 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 341034 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 647 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 42463 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304670.000000 Penalty: 14394.557617
Iteration 396Q: 25 clusters Score -2.530467e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 8493 members 
Mstep: Class 4 contains 63732 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12844 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340980 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31123 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 42508 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304650.000000 Penalty: 14394.557617
Iteration 397Q: 25 clusters Score -2.530465e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 63737 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12891 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340921 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31134 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 42557 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304698.000000 Penalty: 14394.557617
Iteration 398Q: 25 clusters Score -2.53047e+07 nChanged 205
Entering ConstructFrom: 
Score: -25304698.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -442914.500000 Penalty: 416.356689
	Iteration 0F: 2 clusters Score -442914.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -436568.000000 Penalty: 832.713379
	Iteration 0F: 3 clusters Score -436568 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -439026.968750 Penalty: 832.713379
	Iteration 1F: 3 clusters Score -439027 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -439135.656250 Penalty: 832.713379
	Iteration 2Q: 3 clusters Score -439135.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -439226.562500 Penalty: 832.713379
	Iteration 3Q: 3 clusters Score -439226.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -439319.281250 Penalty: 832.713379
	Iteration 4Q: 3 clusters Score -439319.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -439423.218750 Penalty: 832.713379
	Iteration 5Q: 3 clusters Score -439423.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -439564.187500 Penalty: 832.713379
	Iteration 6Q: 3 clusters Score -439564.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -439766.593750 Penalty: 832.713379
	Iteration 7Q: 3 clusters Score -439766.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -440113.906250 Penalty: 832.713379
	Iteration 8Q: 3 clusters Score -440113.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -440611.687500 Penalty: 832.713379
	Iteration 9F: 3 clusters Score -440611.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -441068.906250 Penalty: 832.713379
	Iteration 10F: 3 clusters Score -441068.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -441373.406250 Penalty: 832.713379
	Iteration 11Q: 3 clusters Score -441373.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -441598.906250 Penalty: 832.713379
	Iteration 12Q: 3 clusters Score -441598.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -441831.875000 Penalty: 832.713379
	Iteration 13Q: 3 clusters Score -441831.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -442034.843750 Penalty: 832.713379
	Iteration 14Q: 3 clusters Score -442034.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -442206.062500 Penalty: 832.713379
	Iteration 15Q: 3 clusters Score -442206.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -442339.031250 Penalty: 832.713379
	Iteration 16Q: 3 clusters Score -442339 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -442419.968750 Penalty: 832.713379
	Iteration 17Q: 3 clusters Score -442420 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -442463.000000 Penalty: 832.713379
	Iteration 18Q: 3 clusters Score -442463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -442489.437500 Penalty: 832.713379
	Iteration 19Q: 3 clusters Score -442489.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -442505.812500 Penalty: 832.713379
	Iteration 20F: 3 clusters Score -442505.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -442512.343750 Penalty: 832.713379
	Iteration 21Q: 3 clusters Score -442512.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -442516.718750 Penalty: 832.713379
	Iteration 22Q: 3 clusters Score -442516.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -442522.093750 Penalty: 832.713379
	Iteration 23Q: 3 clusters Score -442522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -442523.968750 Penalty: 832.713379
	Iteration 24Q: 3 clusters Score -442524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -442525.406250 Penalty: 832.713379
	Iteration 25Q: 3 clusters Score -442525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -442526.218750 Penalty: 832.713379
	Iteration 26Q: 3 clusters Score -442526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -442526.375000 Penalty: 832.713379
	Iteration 27Q: 3 clusters Score -442526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -442526.375000 Penalty: 832.713379
	Iteration 28Q: 3 clusters Score -442526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -442526.812500 Penalty: 832.713379
	Iteration 29Q: 3 clusters Score -442526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -442527.093750 Penalty: 832.713379
	Iteration 30Q: 3 clusters Score -442527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -442527.531250 Penalty: 832.713379
	Iteration 31Q: 3 clusters Score -442527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -442528.500000 Penalty: 832.713379
	Iteration 32Q: 3 clusters Score -442528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -442528.656250 Penalty: 832.713379
	Iteration 33Q: 3 clusters Score -442528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -442530.281250 Penalty: 832.713379
	Iteration 34Q: 3 clusters Score -442530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -442528.750000 Penalty: 832.713379
	Iteration 35Q: 3 clusters Score -442528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -442528.187500 Penalty: 832.713379
	Iteration 36Q: 3 clusters Score -442528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -442529.187500 Penalty: 832.713379
	Iteration 37Q: 3 clusters Score -442529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -442529.906250 Penalty: 832.713379
	Iteration 38Q: 3 clusters Score -442529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -442529.312500 Penalty: 832.713379
	Iteration 39Q: 3 clusters Score -442529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -442529.875000 Penalty: 832.713379
	Iteration 40F: 3 clusters Score -442529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -442530.500000 Penalty: 832.713379
	Iteration 41Q: 3 clusters Score -442530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -442530.968750 Penalty: 832.713379
	Iteration 42Q: 3 clusters Score -442531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -442530.781250 Penalty: 832.713379
	Iteration 43Q: 3 clusters Score -442530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -442530.156250 Penalty: 832.713379
	Iteration 44Q: 3 clusters Score -442530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -442530.718750 Penalty: 832.713379
	Iteration 45Q: 3 clusters Score -442530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -442531.125000 Penalty: 832.713379
	Iteration 46Q: 3 clusters Score -442531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -442531.125000 Penalty: 832.713379
	Iteration 47F: 3 clusters Score -442531.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -198143.015625 Penalty: 379.152863
	Iteration 0F: 2 clusters Score -198143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -195393.218750 Penalty: 758.305725
	Iteration 0F: 3 clusters Score -195393.2 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -196366.656250 Penalty: 758.305725
	Iteration 1F: 3 clusters Score -196366.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -196546.531250 Penalty: 758.305725
	Iteration 2F: 3 clusters Score -196546.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -196785.812500 Penalty: 758.305725
	Iteration 3F: 3 clusters Score -196785.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -197050.796875 Penalty: 758.305725
	Iteration 4F: 3 clusters Score -197050.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -197244.031250 Penalty: 758.305725
	Iteration 5F: 3 clusters Score -197244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -197342.015625 Penalty: 758.305725
	Iteration 6Q: 3 clusters Score -197342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -197396.796875 Penalty: 758.305725
	Iteration 7Q: 3 clusters Score -197396.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -197441.765625 Penalty: 758.305725
	Iteration 8Q: 3 clusters Score -197441.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -197476.281250 Penalty: 758.305725
	Iteration 9Q: 3 clusters Score -197476.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -197509.125000 Penalty: 758.305725
	Iteration 10Q: 3 clusters Score -197509.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -197551.500000 Penalty: 758.305725
	Iteration 11Q: 3 clusters Score -197551.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -197583.875000 Penalty: 758.305725
	Iteration 12Q: 3 clusters Score -197583.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -197600.546875 Penalty: 758.305725
	Iteration 13Q: 3 clusters Score -197600.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -197613.640625 Penalty: 758.305725
	Iteration 14Q: 3 clusters Score -197613.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -197623.875000 Penalty: 758.305725
	Iteration 15Q: 3 clusters Score -197623.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -197633.359375 Penalty: 758.305725
	Iteration 16Q: 3 clusters Score -197633.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -197646.703125 Penalty: 758.305725
	Iteration 17Q: 3 clusters Score -197646.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197660.656250 Penalty: 758.305725
	Iteration 18Q: 3 clusters Score -197660.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -197672.968750 Penalty: 758.305725
	Iteration 19Q: 3 clusters Score -197673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -197681.812500 Penalty: 758.305725
	Iteration 20F: 3 clusters Score -197681.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -197692.625000 Penalty: 758.305725
	Iteration 21Q: 3 clusters Score -197692.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -197710.250000 Penalty: 758.305725
	Iteration 22Q: 3 clusters Score -197710.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -197735.453125 Penalty: 758.305725
	Iteration 23Q: 3 clusters Score -197735.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197763.265625 Penalty: 758.305725
	Iteration 24Q: 3 clusters Score -197763.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -197790.765625 Penalty: 758.305725
	Iteration 25Q: 3 clusters Score -197790.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -197814.281250 Penalty: 758.305725
	Iteration 26Q: 3 clusters Score -197814.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197839.734375 Penalty: 758.305725
	Iteration 27Q: 3 clusters Score -197839.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197867.984375 Penalty: 758.305725
	Iteration 28Q: 3 clusters Score -197868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197898.656250 Penalty: 758.305725
	Iteration 29Q: 3 clusters Score -197898.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -197929.062500 Penalty: 758.305725
	Iteration 30Q: 3 clusters Score -197929.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197961.671875 Penalty: 758.305725
	Iteration 31Q: 3 clusters Score -197961.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197981.421875 Penalty: 758.305725
	Iteration 32Q: 3 clusters Score -197981.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197991.031250 Penalty: 758.305725
	Iteration 33Q: 3 clusters Score -197991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197993.875000 Penalty: 758.305725
	Iteration 34Q: 3 clusters Score -197993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -197995.625000 Penalty: 758.305725
	Iteration 35Q: 3 clusters Score -197995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -197997.187500 Penalty: 758.305725
	Iteration 36Q: 3 clusters Score -197997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197999.187500 Penalty: 758.305725
	Iteration 37Q: 3 clusters Score -197999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198001.421875 Penalty: 758.305725
	Iteration 38Q: 3 clusters Score -198001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198004.218750 Penalty: 758.305725
	Iteration 39Q: 3 clusters Score -198004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198006.609375 Penalty: 758.305725
	Iteration 40F: 3 clusters Score -198006.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198009.312500 Penalty: 758.305725
	Iteration 41Q: 3 clusters Score -198009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198010.468750 Penalty: 758.305725
	Iteration 42Q: 3 clusters Score -198010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198011.328125 Penalty: 758.305725
	Iteration 43Q: 3 clusters Score -198011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198011.937500 Penalty: 758.305725
	Iteration 44Q: 3 clusters Score -198011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198012.734375 Penalty: 758.305725
	Iteration 45Q: 3 clusters Score -198012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198013.578125 Penalty: 758.305725
	Iteration 46Q: 3 clusters Score -198013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198013.109375 Penalty: 758.305725
	Iteration 47Q: 3 clusters Score -198013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198013.109375 Penalty: 758.305725
	Iteration 48F: 3 clusters Score -198013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -438821.531250 Penalty: 411.665192
	Iteration 0F: 2 clusters Score -438821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -433140.000000 Penalty: 823.330383
	Iteration 0F: 3 clusters Score -433140 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -435381.812500 Penalty: 823.330383
	Iteration 1F: 3 clusters Score -435381.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -435626.187500 Penalty: 823.330383
	Iteration 2F: 3 clusters Score -435626.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -435927.906250 Penalty: 823.330383
	Iteration 3F: 3 clusters Score -435927.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -436304.093750 Penalty: 823.330383
	Iteration 4F: 3 clusters Score -436304.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -436708.062500 Penalty: 823.330383
	Iteration 5F: 3 clusters Score -436708.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -437143.406250 Penalty: 823.330383
	Iteration 6F: 3 clusters Score -437143.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -437491.281250 Penalty: 823.330383
	Iteration 7F: 3 clusters Score -437491.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -437670.437500 Penalty: 823.330383
	Iteration 8Q: 3 clusters Score -437670.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -437765.218750 Penalty: 823.330383
	Iteration 9Q: 3 clusters Score -437765.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -437817.656250 Penalty: 823.330383
	Iteration 10Q: 3 clusters Score -437817.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -437856.687500 Penalty: 823.330383
	Iteration 11Q: 3 clusters Score -437856.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -437892.781250 Penalty: 823.330383
	Iteration 12Q: 3 clusters Score -437892.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -437924.781250 Penalty: 823.330383
	Iteration 13Q: 3 clusters Score -437924.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -437965.312500 Penalty: 823.330383
	Iteration 14Q: 3 clusters Score -437965.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -438004.062500 Penalty: 823.330383
	Iteration 15Q: 3 clusters Score -438004.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -438044.687500 Penalty: 823.330383
	Iteration 16Q: 3 clusters Score -438044.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -438082.000000 Penalty: 823.330383
	Iteration 17Q: 3 clusters Score -438082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -438122.312500 Penalty: 823.330383
	Iteration 18Q: 3 clusters Score -438122.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -438166.937500 Penalty: 823.330383
	Iteration 19Q: 3 clusters Score -438166.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -438208.562500 Penalty: 823.330383
	Iteration 20F: 3 clusters Score -438208.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -438249.156250 Penalty: 823.330383
	Iteration 21Q: 3 clusters Score -438249.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -438288.562500 Penalty: 823.330383
	Iteration 22Q: 3 clusters Score -438288.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -438323.781250 Penalty: 823.330383
	Iteration 23Q: 3 clusters Score -438323.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -438359.468750 Penalty: 823.330383
	Iteration 24Q: 3 clusters Score -438359.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -438393.687500 Penalty: 823.330383
	Iteration 25Q: 3 clusters Score -438393.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -438435.812500 Penalty: 823.330383
	Iteration 26Q: 3 clusters Score -438435.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -438478.906250 Penalty: 823.330383
	Iteration 27Q: 3 clusters Score -438478.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -438505.250000 Penalty: 823.330383
	Iteration 28Q: 3 clusters Score -438505.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -438530.687500 Penalty: 823.330383
	Iteration 29Q: 3 clusters Score -438530.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -438544.968750 Penalty: 823.330383
	Iteration 30Q: 3 clusters Score -438545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -438558.437500 Penalty: 823.330383
	Iteration 31Q: 3 clusters Score -438558.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -438571.593750 Penalty: 823.330383
	Iteration 32Q: 3 clusters Score -438571.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -438583.062500 Penalty: 823.330383
	Iteration 33Q: 3 clusters Score -438583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -438590.812500 Penalty: 823.330383
	Iteration 34Q: 3 clusters Score -438590.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -438595.125000 Penalty: 823.330383
	Iteration 35Q: 3 clusters Score -438595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -438601.281250 Penalty: 823.330383
	Iteration 36Q: 3 clusters Score -438601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -438605.781250 Penalty: 823.330383
	Iteration 37Q: 3 clusters Score -438605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -438609.343750 Penalty: 823.330383
	Iteration 38Q: 3 clusters Score -438609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -438610.343750 Penalty: 823.330383
	Iteration 39Q: 3 clusters Score -438610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -438613.250000 Penalty: 823.330383
	Iteration 40F: 3 clusters Score -438613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -438617.781250 Penalty: 823.330383
	Iteration 41Q: 3 clusters Score -438617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -438619.500000 Penalty: 823.330383
	Iteration 42Q: 3 clusters Score -438619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -438620.781250 Penalty: 823.330383
	Iteration 43Q: 3 clusters Score -438620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -438621.562500 Penalty: 823.330383
	Iteration 44Q: 3 clusters Score -438621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -438621.781250 Penalty: 823.330383
	Iteration 45Q: 3 clusters Score -438621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -438621.781250 Penalty: 823.330383
	Iteration 46F: 3 clusters Score -438621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Entering Unmasked Estep 
Score: -3247472.250000 Penalty: 503.350403
	Iteration 0F: 2 clusters Score -3247472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3204667.750000 Penalty: 1006.700806
	Iteration 0F: 3 clusters Score -3204668 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -3224083.500000 Penalty: 1006.700806
	Iteration 1F: 3 clusters Score -3224084 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -3226168.000000 Penalty: 1006.700806
	Iteration 2F: 3 clusters Score -3226168 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -3229322.500000 Penalty: 1006.700806
	Iteration 3F: 3 clusters Score -3229322 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -3233253.000000 Penalty: 1006.700806
	Iteration 4F: 3 clusters Score -3233253 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -3237296.750000 Penalty: 1006.700806
	Iteration 5F: 3 clusters Score -3237297 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -3240686.000000 Penalty: 1006.700806
	Iteration 6F: 3 clusters Score -3240686 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -3242702.750000 Penalty: 1006.700806
	Iteration 7Q: 3 clusters Score -3242703 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -3243771.000000 Penalty: 1006.700806
	Iteration 8Q: 3 clusters Score -3243771 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -3244439.500000 Penalty: 1006.700806
	Iteration 9Q: 3 clusters Score -3244440 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -3244935.250000 Penalty: 1006.700806
	Iteration 10Q: 3 clusters Score -3244935 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -3245356.000000 Penalty: 1006.700806
	Iteration 11Q: 3 clusters Score -3245356 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -3245693.250000 Penalty: 1006.700806
	Iteration 12Q: 3 clusters Score -3245693 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -3245939.500000 Penalty: 1006.700806
	Iteration 13Q: 3 clusters Score -3245940 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -3246178.250000 Penalty: 1006.700806
	Iteration 14Q: 3 clusters Score -3246178 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -3246378.750000 Penalty: 1006.700806
	Iteration 15Q: 3 clusters Score -3246379 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -3246495.250000 Penalty: 1006.700806
	Iteration 16Q: 3 clusters Score -3246495 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -3246593.250000 Penalty: 1006.700806
	Iteration 17Q: 3 clusters Score -3246593 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -3246658.000000 Penalty: 1006.700806
	Iteration 18Q: 3 clusters Score -3246658 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -3246735.750000 Penalty: 1006.700806
	Iteration 19Q: 3 clusters Score -3246736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -3246782.250000 Penalty: 1006.700806
	Iteration 20F: 3 clusters Score -3246782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -3246816.500000 Penalty: 1006.700806
	Iteration 21Q: 3 clusters Score -3246816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -3246839.500000 Penalty: 1006.700806
	Iteration 22Q: 3 clusters Score -3246840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -3246860.000000 Penalty: 1006.700806
	Iteration 23Q: 3 clusters Score -3246860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -3246881.750000 Penalty: 1006.700806
	Iteration 24Q: 3 clusters Score -3246882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -3246905.500000 Penalty: 1006.700806
	Iteration 25Q: 3 clusters Score -3246906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -3246922.750000 Penalty: 1006.700806
	Iteration 26Q: 3 clusters Score -3246923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -3246941.000000 Penalty: 1006.700806
	Iteration 27Q: 3 clusters Score -3246941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -3246951.500000 Penalty: 1006.700806
	Iteration 28Q: 3 clusters Score -3246952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -3246972.250000 Penalty: 1006.700806
	Iteration 29Q: 3 clusters Score -3246972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -3246981.000000 Penalty: 1006.700806
	Iteration 30Q: 3 clusters Score -3246981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -3247005.000000 Penalty: 1006.700806
	Iteration 31Q: 3 clusters Score -3247005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -3247015.000000 Penalty: 1006.700806
	Iteration 32Q: 3 clusters Score -3247015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -3247024.750000 Penalty: 1006.700806
	Iteration 33Q: 3 clusters Score -3247025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -3247032.250000 Penalty: 1006.700806
	Iteration 34Q: 3 clusters Score -3247032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -3247043.250000 Penalty: 1006.700806
	Iteration 35Q: 3 clusters Score -3247043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -3247044.500000 Penalty: 1006.700806
	Iteration 36Q: 3 clusters Score -3247044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -3247047.250000 Penalty: 1006.700806
	Iteration 37Q: 3 clusters Score -3247047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -3247059.750000 Penalty: 1006.700806
	Iteration 38Q: 3 clusters Score -3247060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -3247063.000000 Penalty: 1006.700806
	Iteration 39Q: 3 clusters Score -3247063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -3247063.250000 Penalty: 1006.700806
	Iteration 40F: 3 clusters Score -3247063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -3247069.250000 Penalty: 1006.700806
	Iteration 41Q: 3 clusters Score -3247069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -3247074.500000 Penalty: 1006.700806
	Iteration 42Q: 3 clusters Score -3247074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -3247076.500000 Penalty: 1006.700806
	Iteration 43Q: 3 clusters Score -3247076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -3247079.250000 Penalty: 1006.700806
	Iteration 44Q: 3 clusters Score -3247079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -3247076.000000 Penalty: 1006.700806
	Iteration 45Q: 3 clusters Score -3247076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -3247078.750000 Penalty: 1006.700806
	Iteration 46Q: 3 clusters Score -3247079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -3247082.500000 Penalty: 1006.700806
	Iteration 47Q: 3 clusters Score -3247082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -3247081.500000 Penalty: 1006.700806
	Iteration 48Q: 3 clusters Score -3247082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -3247079.500000 Penalty: 1006.700806
	Iteration 49Q: 3 clusters Score -3247080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -3247079.750000 Penalty: 1006.700806
	Iteration 50Q: 3 clusters Score -3247080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -3247082.500000 Penalty: 1006.700806
	Iteration 51Q: 3 clusters Score -3247082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -3247084.000000 Penalty: 1006.700806
	Iteration 52Q: 3 clusters Score -3247084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -3247084.000000 Penalty: 1006.700806
	Iteration 53F: 3 clusters Score -3247084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -10681.039062 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -10681.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10371.596680 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -10371.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10448.333984 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -10448.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10482.449219 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -10482.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10494.486328 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -10494.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10519.969727 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -10519.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10538.592773 Penalty: 499.868591
	Iteration 5F: 3 clusters Score -10538.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10571.807617 Penalty: 499.868591
	Iteration 6F: 3 clusters Score -10571.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10611.221680 Penalty: 499.868591
	Iteration 7F: 3 clusters Score -10611.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10625.747070 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -10625.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10634.907227 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -10634.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10636.918945 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -10636.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10638.872070 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -10638.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10639.558594 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -10639.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10642.041992 Penalty: 499.868591
	Iteration 13Q: 3 clusters Score -10642.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10643.846680 Penalty: 499.868591
	Iteration 14Q: 3 clusters Score -10643.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10643.846680 Penalty: 499.868591
	Iteration 15F: 3 clusters Score -10643.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -98355.015625 Penalty: 346.652771
	Iteration 0F: 2 clusters Score -98355.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -96908.437500 Penalty: 693.305542
	Iteration 0F: 3 clusters Score -96908.44 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -97387.429688 Penalty: 693.305542
	Iteration 1F: 3 clusters Score -97387.43 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -97450.117188 Penalty: 693.305542
	Iteration 2F: 3 clusters Score -97450.12 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -97508.203125 Penalty: 693.305542
	Iteration 3Q: 3 clusters Score -97508.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97568.367188 Penalty: 693.305542
	Iteration 4Q: 3 clusters Score -97568.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -97623.507812 Penalty: 693.305542
	Iteration 5F: 3 clusters Score -97623.51 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -97667.203125 Penalty: 693.305542
	Iteration 6Q: 3 clusters Score -97667.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -97719.382812 Penalty: 693.305542
	Iteration 7Q: 3 clusters Score -97719.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -97775.085938 Penalty: 693.305542
	Iteration 8Q: 3 clusters Score -97775.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -97818.718750 Penalty: 693.305542
	Iteration 9Q: 3 clusters Score -97818.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -97845.179688 Penalty: 693.305542
	Iteration 10Q: 3 clusters Score -97845.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -97864.242188 Penalty: 693.305542
	Iteration 11Q: 3 clusters Score -97864.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -97882.335938 Penalty: 693.305542
	Iteration 12Q: 3 clusters Score -97882.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -97897.046875 Penalty: 693.305542
	Iteration 13Q: 3 clusters Score -97897.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -97914.593750 Penalty: 693.305542
	Iteration 14Q: 3 clusters Score -97914.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -97930.929688 Penalty: 693.305542
	Iteration 15Q: 3 clusters Score -97930.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -97944.085938 Penalty: 693.305542
	Iteration 16Q: 3 clusters Score -97944.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -97956.179688 Penalty: 693.305542
	Iteration 17Q: 3 clusters Score -97956.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -97966.945312 Penalty: 693.305542
	Iteration 18Q: 3 clusters Score -97966.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97972.906250 Penalty: 693.305542
	Iteration 19Q: 3 clusters Score -97972.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -97979.273438 Penalty: 693.305542
	Iteration 20F: 3 clusters Score -97979.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -97983.546875 Penalty: 693.305542
	Iteration 21Q: 3 clusters Score -97983.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -97985.710938 Penalty: 693.305542
	Iteration 22Q: 3 clusters Score -97985.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -97986.187500 Penalty: 693.305542
	Iteration 23Q: 3 clusters Score -97986.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -97986.804688 Penalty: 693.305542
	Iteration 24Q: 3 clusters Score -97986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -97987.406250 Penalty: 693.305542
	Iteration 25Q: 3 clusters Score -97987.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -97988.695312 Penalty: 693.305542
	Iteration 26Q: 3 clusters Score -97988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -97989.835938 Penalty: 693.305542
	Iteration 27Q: 3 clusters Score -97989.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -97991.929688 Penalty: 693.305542
	Iteration 28Q: 3 clusters Score -97991.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -97993.328125 Penalty: 693.305542
	Iteration 29Q: 3 clusters Score -97993.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -97994.500000 Penalty: 693.305542
	Iteration 30Q: 3 clusters Score -97994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -97995.523438 Penalty: 693.305542
	Iteration 31Q: 3 clusters Score -97995.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -97996.523438 Penalty: 693.305542
	Iteration 32Q: 3 clusters Score -97996.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -97996.968750 Penalty: 693.305542
	Iteration 33Q: 3 clusters Score -97996.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -97997.601562 Penalty: 693.305542
	Iteration 34Q: 3 clusters Score -97997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -97998.203125 Penalty: 693.305542
	Iteration 35Q: 3 clusters Score -97998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -97998.710938 Penalty: 693.305542
	Iteration 36Q: 3 clusters Score -97998.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -97998.890625 Penalty: 693.305542
	Iteration 37Q: 3 clusters Score -97998.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97999.664062 Penalty: 693.305542
	Iteration 38Q: 3 clusters Score -97999.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -97999.796875 Penalty: 693.305542
	Iteration 39Q: 3 clusters Score -97999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -97999.851562 Penalty: 693.305542
	Iteration 40F: 3 clusters Score -97999.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -98000.046875 Penalty: 693.305542
	Iteration 41Q: 3 clusters Score -98000.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -98000.273438 Penalty: 693.305542
	Iteration 42Q: 3 clusters Score -98000.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -98000.570312 Penalty: 693.305542
	Iteration 43Q: 3 clusters Score -98000.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -98000.507812 Penalty: 693.305542
	Iteration 44Q: 3 clusters Score -98000.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98000.632812 Penalty: 693.305542
	Iteration 45Q: 3 clusters Score -98000.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98000.632812 Penalty: 693.305542
	Iteration 46F: 3 clusters Score -98000.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -226392.312500 Penalty: 386.946136
	Iteration 0F: 2 clusters Score -226392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -223041.921875 Penalty: 773.892273
	Iteration 0F: 3 clusters Score -223041.9 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -224294.703125 Penalty: 773.892273
	Iteration 1F: 3 clusters Score -224294.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -224430.531250 Penalty: 773.892273
	Iteration 2F: 3 clusters Score -224430.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -224577.343750 Penalty: 773.892273
	Iteration 3F: 3 clusters Score -224577.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -224773.593750 Penalty: 773.892273
	Iteration 4F: 3 clusters Score -224773.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -225004.781250 Penalty: 773.892273
	Iteration 5F: 3 clusters Score -225004.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -225280.031250 Penalty: 773.892273
	Iteration 6F: 3 clusters Score -225280 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -225586.328125 Penalty: 773.892273
	Iteration 7F: 3 clusters Score -225586.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -225826.375000 Penalty: 773.892273
	Iteration 8Q: 3 clusters Score -225826.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -225959.421875 Penalty: 773.892273
	Iteration 9Q: 3 clusters Score -225959.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226030.484375 Penalty: 773.892273
	Iteration 10Q: 3 clusters Score -226030.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -226086.312500 Penalty: 773.892273
	Iteration 11Q: 3 clusters Score -226086.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -226131.890625 Penalty: 773.892273
	Iteration 12Q: 3 clusters Score -226131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226154.640625 Penalty: 773.892273
	Iteration 13Q: 3 clusters Score -226154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226171.468750 Penalty: 773.892273
	Iteration 14Q: 3 clusters Score -226171.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226178.109375 Penalty: 773.892273
	Iteration 15Q: 3 clusters Score -226178.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226182.078125 Penalty: 773.892273
	Iteration 16Q: 3 clusters Score -226182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226183.734375 Penalty: 773.892273
	Iteration 17Q: 3 clusters Score -226183.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226185.093750 Penalty: 773.892273
	Iteration 18Q: 3 clusters Score -226185.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226186.578125 Penalty: 773.892273
	Iteration 19Q: 3 clusters Score -226186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -226188.531250 Penalty: 773.892273
	Iteration 20F: 3 clusters Score -226188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226190.187500 Penalty: 773.892273
	Iteration 21Q: 3 clusters Score -226190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226190.906250 Penalty: 773.892273
	Iteration 22Q: 3 clusters Score -226190.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226191.203125 Penalty: 773.892273
	Iteration 23Q: 3 clusters Score -226191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226191.859375 Penalty: 773.892273
	Iteration 24Q: 3 clusters Score -226191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -226191.468750 Penalty: 773.892273
	Iteration 25Q: 3 clusters Score -226191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -226192.281250 Penalty: 773.892273
	Iteration 26Q: 3 clusters Score -226192.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -226192.500000 Penalty: 773.892273
	Iteration 27Q: 3 clusters Score -226192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -226193.359375 Penalty: 773.892273
	Iteration 28Q: 3 clusters Score -226193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226194.203125 Penalty: 773.892273
	Iteration 29Q: 3 clusters Score -226194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -226195.531250 Penalty: 773.892273
	Iteration 30Q: 3 clusters Score -226195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226195.156250 Penalty: 773.892273
	Iteration 31Q: 3 clusters Score -226195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -226196.359375 Penalty: 773.892273
	Iteration 32Q: 3 clusters Score -226196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226196.546875 Penalty: 773.892273
	Iteration 33Q: 3 clusters Score -226196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226196.671875 Penalty: 773.892273
	Iteration 34Q: 3 clusters Score -226196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -226198.671875 Penalty: 773.892273
	Iteration 35Q: 3 clusters Score -226198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -226199.421875 Penalty: 773.892273
	Iteration 36Q: 3 clusters Score -226199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226201.421875 Penalty: 773.892273
	Iteration 37Q: 3 clusters Score -226201.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226204.281250 Penalty: 773.892273
	Iteration 38Q: 3 clusters Score -226204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226205.750000 Penalty: 773.892273
	Iteration 39Q: 3 clusters Score -226205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226207.437500 Penalty: 773.892273
	Iteration 40F: 3 clusters Score -226207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226208.531250 Penalty: 773.892273
	Iteration 41Q: 3 clusters Score -226208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226209.312500 Penalty: 773.892273
	Iteration 42Q: 3 clusters Score -226209.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -226210.640625 Penalty: 773.892273
	Iteration 43Q: 3 clusters Score -226210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226211.468750 Penalty: 773.892273
	Iteration 44Q: 3 clusters Score -226211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -226211.796875 Penalty: 773.892273
	Iteration 45Q: 3 clusters Score -226211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -226212.500000 Penalty: 773.892273
	Iteration 46Q: 3 clusters Score -226212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -226212.500000 Penalty: 773.892273
	Iteration 47F: 3 clusters Score -226212.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 364 members 
Entering Unmasked Estep 
Score: -34060.750000 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34060.75 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34207.101562 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34207.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34245.378906 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34245.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34276.863281 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -34276.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34295.714844 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34295.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34308.160156 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34308.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34318.296875 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34325.816406 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34325.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34336.570312 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34336.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34351.175781 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34351.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34365.488281 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34365.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34372.906250 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34372.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34379.894531 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34379.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34384.980469 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34384.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -34386.718750 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34386.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -34387.644531 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34387.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -34388.035156 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34388.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -34388.148438 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34388.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -34388.437500 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34388.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34389.242188 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34389.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34389.792969 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34389.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Entering Unmasked Estep 
Score: -672015.625000 Penalty: 430.755371
	Iteration 0F: 2 clusters Score -672015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -663414.875000 Penalty: 861.510742
	Iteration 0F: 3 clusters Score -663414.9 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -666705.750000 Penalty: 861.510742
	Iteration 1F: 3 clusters Score -666705.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -666946.250000 Penalty: 861.510742
	Iteration 2Q: 3 clusters Score -666946.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -667291.187500 Penalty: 861.510742
	Iteration 3F: 3 clusters Score -667291.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -667817.125000 Penalty: 861.510742
	Iteration 4F: 3 clusters Score -667817.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -668524.312500 Penalty: 861.510742
	Iteration 5F: 3 clusters Score -668524.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -669366.750000 Penalty: 861.510742
	Iteration 6F: 3 clusters Score -669366.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -670199.437500 Penalty: 861.510742
	Iteration 7F: 3 clusters Score -670199.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -670764.062500 Penalty: 861.510742
	Iteration 8F: 3 clusters Score -670764.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -671091.812500 Penalty: 861.510742
	Iteration 9Q: 3 clusters Score -671091.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -671275.062500 Penalty: 861.510742
	Iteration 10Q: 3 clusters Score -671275.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -671399.375000 Penalty: 861.510742
	Iteration 11Q: 3 clusters Score -671399.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -671478.062500 Penalty: 861.510742
	Iteration 12Q: 3 clusters Score -671478.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -671531.812500 Penalty: 861.510742
	Iteration 13Q: 3 clusters Score -671531.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -671567.625000 Penalty: 861.510742
	Iteration 14Q: 3 clusters Score -671567.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -671604.187500 Penalty: 861.510742
	Iteration 15Q: 3 clusters Score -671604.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -671636.187500 Penalty: 861.510742
	Iteration 16Q: 3 clusters Score -671636.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -671657.000000 Penalty: 861.510742
	Iteration 17Q: 3 clusters Score -671657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -671676.437500 Penalty: 861.510742
	Iteration 18Q: 3 clusters Score -671676.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -671698.625000 Penalty: 861.510742
	Iteration 19Q: 3 clusters Score -671698.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -671721.062500 Penalty: 861.510742
	Iteration 20F: 3 clusters Score -671721.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -671740.437500 Penalty: 861.510742
	Iteration 21Q: 3 clusters Score -671740.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -671751.875000 Penalty: 861.510742
	Iteration 22Q: 3 clusters Score -671751.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -671761.812500 Penalty: 861.510742
	Iteration 23Q: 3 clusters Score -671761.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -671768.937500 Penalty: 861.510742
	Iteration 24Q: 3 clusters Score -671768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -671774.437500 Penalty: 861.510742
	Iteration 25Q: 3 clusters Score -671774.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -671780.312500 Penalty: 861.510742
	Iteration 26Q: 3 clusters Score -671780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -671783.875000 Penalty: 861.510742
	Iteration 27Q: 3 clusters Score -671783.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -671789.500000 Penalty: 861.510742
	Iteration 28Q: 3 clusters Score -671789.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -671792.062500 Penalty: 861.510742
	Iteration 29Q: 3 clusters Score -671792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -671793.187500 Penalty: 861.510742
	Iteration 30Q: 3 clusters Score -671793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -671797.750000 Penalty: 861.510742
	Iteration 31Q: 3 clusters Score -671797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -671798.500000 Penalty: 861.510742
	Iteration 32Q: 3 clusters Score -671798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -671802.125000 Penalty: 861.510742
	Iteration 33Q: 3 clusters Score -671802.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -671803.687500 Penalty: 861.510742
	Iteration 34Q: 3 clusters Score -671803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -671804.812500 Penalty: 861.510742
	Iteration 35Q: 3 clusters Score -671804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -671808.062500 Penalty: 861.510742
	Iteration 36Q: 3 clusters Score -671808.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -671812.125000 Penalty: 861.510742
	Iteration 37Q: 3 clusters Score -671812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -671815.437500 Penalty: 861.510742
	Iteration 38Q: 3 clusters Score -671815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -671818.312500 Penalty: 861.510742
	Iteration 39Q: 3 clusters Score -671818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -671821.000000 Penalty: 861.510742
	Iteration 40F: 3 clusters Score -671821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -671821.687500 Penalty: 861.510742
	Iteration 41Q: 3 clusters Score -671821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -671825.500000 Penalty: 861.510742
	Iteration 42Q: 3 clusters Score -671825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -671828.375000 Penalty: 861.510742
	Iteration 43Q: 3 clusters Score -671828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -671828.312500 Penalty: 861.510742
	Iteration 44Q: 3 clusters Score -671828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -671829.937500 Penalty: 861.510742
	Iteration 45Q: 3 clusters Score -671829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -671829.562500 Penalty: 861.510742
	Iteration 46Q: 3 clusters Score -671829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -671830.875000 Penalty: 861.510742
	Iteration 47Q: 3 clusters Score -671830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -671830.062500 Penalty: 861.510742
	Iteration 48Q: 3 clusters Score -671830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -671831.312500 Penalty: 861.510742
	Iteration 49Q: 3 clusters Score -671831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -671830.562500 Penalty: 861.510742
	Iteration 50Q: 3 clusters Score -671830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -671831.187500 Penalty: 861.510742
	Iteration 51Q: 3 clusters Score -671831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -671830.750000 Penalty: 861.510742
	Iteration 52Q: 3 clusters Score -671830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -671830.750000 Penalty: 861.510742
	Iteration 53F: 3 clusters Score -671830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 375 members 
Entering Unmasked Estep 
Score: -35787.441406 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35787.44 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35968.992188 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35968.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36003.742188 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36003.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36031.125000 Penalty: 605.527893
	Iteration 3Q: 3 clusters Score -36031.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36044.824219 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36044.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36051.476562 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36051.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36059.910156 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36059.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36069.296875 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36069.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36085.632812 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36085.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36097.406250 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36097.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36103.414062 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36103.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36110.183594 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36110.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36118.722656 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36118.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36124.003906 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36129.273438 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36129.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36134.648438 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36134.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36137.554688 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36137.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36139.679688 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36139.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36140.578125 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36140.58 nChanged 1
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: -36140.867188 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36140.87 nChanged 2
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: -36141.359375 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36141.36 nChanged 1
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: -36141.503906 Penalty: 605.527893
	Iteration 21Q: 3 clusters Score -36141.5 nChanged 0
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: -36141.503906 Penalty: 605.527893
	Iteration 22F: 3 clusters Score -36141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -165042.765625 Penalty: 368.983429
	Iteration 0F: 2 clusters Score -165042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -162780.312500 Penalty: 737.966858
	Iteration 0F: 3 clusters Score -162780.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -163510.078125 Penalty: 737.966858
	Iteration 1F: 3 clusters Score -163510.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -163640.234375 Penalty: 737.966858
	Iteration 2F: 3 clusters Score -163640.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -163807.203125 Penalty: 737.966858
	Iteration 3F: 3 clusters Score -163807.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -164000.125000 Penalty: 737.966858
	Iteration 4F: 3 clusters Score -164000.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -164215.093750 Penalty: 737.966858
	Iteration 5F: 3 clusters Score -164215.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164389.421875 Penalty: 737.966858
	Iteration 6Q: 3 clusters Score -164389.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164472.859375 Penalty: 737.966858
	Iteration 7Q: 3 clusters Score -164472.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164526.875000 Penalty: 737.966858
	Iteration 8Q: 3 clusters Score -164526.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -164565.500000 Penalty: 737.966858
	Iteration 9Q: 3 clusters Score -164565.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -164599.921875 Penalty: 737.966858
	Iteration 10Q: 3 clusters Score -164599.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -164632.031250 Penalty: 737.966858
	Iteration 11Q: 3 clusters Score -164632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164651.343750 Penalty: 737.966858
	Iteration 12Q: 3 clusters Score -164651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -164658.703125 Penalty: 737.966858
	Iteration 13Q: 3 clusters Score -164658.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -164666.578125 Penalty: 737.966858
	Iteration 14Q: 3 clusters Score -164666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164676.578125 Penalty: 737.966858
	Iteration 15Q: 3 clusters Score -164676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -164688.078125 Penalty: 737.966858
	Iteration 16Q: 3 clusters Score -164688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -164697.671875 Penalty: 737.966858
	Iteration 17Q: 3 clusters Score -164697.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -164704.046875 Penalty: 737.966858
	Iteration 18Q: 3 clusters Score -164704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -164706.859375 Penalty: 737.966858
	Iteration 19Q: 3 clusters Score -164706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -164708.671875 Penalty: 737.966858
	Iteration 20F: 3 clusters Score -164708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -164713.343750 Penalty: 737.966858
	Iteration 21Q: 3 clusters Score -164713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -164716.921875 Penalty: 737.966858
	Iteration 22Q: 3 clusters Score -164716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -164718.125000 Penalty: 737.966858
	Iteration 23Q: 3 clusters Score -164718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -164719.343750 Penalty: 737.966858
	Iteration 24Q: 3 clusters Score -164719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -164720.718750 Penalty: 737.966858
	Iteration 25Q: 3 clusters Score -164720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -164721.406250 Penalty: 737.966858
	Iteration 26Q: 3 clusters Score -164721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -164722.062500 Penalty: 737.966858
	Iteration 27Q: 3 clusters Score -164722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -164722.984375 Penalty: 737.966858
	Iteration 28Q: 3 clusters Score -164723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -164723.781250 Penalty: 737.966858
	Iteration 29Q: 3 clusters Score -164723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -164724.500000 Penalty: 737.966858
	Iteration 30Q: 3 clusters Score -164724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -164725.359375 Penalty: 737.966858
	Iteration 31Q: 3 clusters Score -164725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -164725.609375 Penalty: 737.966858
	Iteration 32Q: 3 clusters Score -164725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -164725.890625 Penalty: 737.966858
	Iteration 33Q: 3 clusters Score -164725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -164725.890625 Penalty: 737.966858
	Iteration 34F: 3 clusters Score -164725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -6782.938965 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -6782.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6552.238770 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -6552.239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6589.943848 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -6589.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6603.854492 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -6603.854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6610.328613 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -6610.329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6616.703125 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -6616.703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6622.568359 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -6622.568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6622.568359 Penalty: 460.696136
	Iteration 6F: 3 clusters Score -6622.568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (340886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340886 members 
Entering Unmasked Estep 
Score: -16551679.000000 Penalty: 579.638306
	Iteration 0F: 2 clusters Score -1.655168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 170289 members 
Entering Unmasked Estep 
Score: -16343209.000000 Penalty: 1159.276611
	Iteration 0F: 3 clusters Score -1.634321e+07 nChanged 168180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -16448002.000000 Penalty: 1159.276611
	Iteration 1F: 3 clusters Score -1.6448e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178634 members 
Mstep: Class 2 contains 162252 members 
Entering Unmasked Estep 
Score: -16453210.000000 Penalty: 1159.276611
	Iteration 2Q: 3 clusters Score -1.645321e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -16460995.000000 Penalty: 1159.276611
	Iteration 3Q: 3 clusters Score -1.6461e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -16472320.000000 Penalty: 1159.276611
	Iteration 4F: 3 clusters Score -1.647232e+07 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192565 members 
Mstep: Class 2 contains 148321 members 
Entering Unmasked Estep 
Score: -16487271.000000 Penalty: 1159.276611
	Iteration 5F: 3 clusters Score -1.648727e+07 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 144236 members 
Entering Unmasked Estep 
Score: -16502460.000000 Penalty: 1159.276611
	Iteration 6F: 3 clusters Score -1.650246e+07 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198846 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -16512088.000000 Penalty: 1159.276611
	Iteration 7F: 3 clusters Score -1.651209e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199833 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -16514912.000000 Penalty: 1159.276611
	Iteration 8Q: 3 clusters Score -1.651491e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200705 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -16515545.000000 Penalty: 1159.276611
	Iteration 9Q: 3 clusters Score -1.651554e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201508 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -16515715.000000 Penalty: 1159.276611
	Iteration 10Q: 3 clusters Score -1.651572e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202314 members 
Mstep: Class 2 contains 138572 members 
Entering Unmasked Estep 
Score: -16515988.000000 Penalty: 1159.276611
	Iteration 11Q: 3 clusters Score -1.651599e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203055 members 
Mstep: Class 2 contains 137831 members 
Entering Unmasked Estep 
Score: -16516186.000000 Penalty: 1159.276611
	Iteration 12Q: 3 clusters Score -1.651619e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203865 members 
Mstep: Class 2 contains 137021 members 
Entering Unmasked Estep 
Score: -16516279.000000 Penalty: 1159.276611
	Iteration 13Q: 3 clusters Score -1.651628e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204707 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -16516508.000000 Penalty: 1159.276611
	Iteration 14Q: 3 clusters Score -1.651651e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205577 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -16516602.000000 Penalty: 1159.276611
	Iteration 15Q: 3 clusters Score -1.65166e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206380 members 
Mstep: Class 2 contains 134506 members 
Entering Unmasked Estep 
Score: -16516726.000000 Penalty: 1159.276611
	Iteration 16Q: 3 clusters Score -1.651673e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207115 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -16516891.000000 Penalty: 1159.276611
	Iteration 17Q: 3 clusters Score -1.651689e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207910 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -16517013.000000 Penalty: 1159.276611
	Iteration 18Q: 3 clusters Score -1.651701e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 132188 members 
Entering Unmasked Estep 
Score: -16517088.000000 Penalty: 1159.276611
	Iteration 19Q: 3 clusters Score -1.651709e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209466 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -16517220.000000 Penalty: 1159.276611
	Iteration 20F: 3 clusters Score -1.651722e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210286 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -16517405.000000 Penalty: 1159.276611
	Iteration 21Q: 3 clusters Score -1.65174e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211113 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -16517460.000000 Penalty: 1159.276611
	Iteration 22Q: 3 clusters Score -1.651746e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211897 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -16517586.000000 Penalty: 1159.276611
	Iteration 23Q: 3 clusters Score -1.651759e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212607 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -16517711.000000 Penalty: 1159.276611
	Iteration 24Q: 3 clusters Score -1.651771e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213353 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -16517937.000000 Penalty: 1159.276611
	Iteration 25Q: 3 clusters Score -1.651794e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214063 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -16518209.000000 Penalty: 1159.276611
	Iteration 26Q: 3 clusters Score -1.651821e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214694 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -16518511.000000 Penalty: 1159.276611
	Iteration 27Q: 3 clusters Score -1.651851e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215268 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -16518687.000000 Penalty: 1159.276611
	Iteration 28Q: 3 clusters Score -1.651869e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215882 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -16518891.000000 Penalty: 1159.276611
	Iteration 29Q: 3 clusters Score -1.651889e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216355 members 
Mstep: Class 2 contains 124531 members 
Entering Unmasked Estep 
Score: -16519182.000000 Penalty: 1159.276611
	Iteration 30Q: 3 clusters Score -1.651918e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216859 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -16519530.000000 Penalty: 1159.276611
	Iteration 31Q: 3 clusters Score -1.651953e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217373 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -16519794.000000 Penalty: 1159.276611
	Iteration 32Q: 3 clusters Score -1.651979e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217824 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -16520032.000000 Penalty: 1159.276611
	Iteration 33Q: 3 clusters Score -1.652003e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218281 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -16520418.000000 Penalty: 1159.276611
	Iteration 34Q: 3 clusters Score -1.652042e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218707 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -16520860.000000 Penalty: 1159.276611
	Iteration 35Q: 3 clusters Score -1.652086e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219152 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -16521400.000000 Penalty: 1159.276611
	Iteration 36Q: 3 clusters Score -1.65214e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219476 members 
Mstep: Class 2 contains 121410 members 
Entering Unmasked Estep 
Score: -16521956.000000 Penalty: 1159.276611
	Iteration 37Q: 3 clusters Score -1.652196e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219843 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -16522354.000000 Penalty: 1159.276611
	Iteration 38Q: 3 clusters Score -1.652235e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220234 members 
Mstep: Class 2 contains 120652 members 
Entering Unmasked Estep 
Score: -16522867.000000 Penalty: 1159.276611
	Iteration 39Q: 3 clusters Score -1.652287e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220609 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -16523482.000000 Penalty: 1159.276611
	Iteration 40F: 3 clusters Score -1.652348e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221028 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -16524013.000000 Penalty: 1159.276611
	Iteration 41Q: 3 clusters Score -1.652401e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221552 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -16524580.000000 Penalty: 1159.276611
	Iteration 42Q: 3 clusters Score -1.652458e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222162 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -16525194.000000 Penalty: 1159.276611
	Iteration 43Q: 3 clusters Score -1.652519e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222880 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -16525655.000000 Penalty: 1159.276611
	Iteration 44Q: 3 clusters Score -1.652566e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223598 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -16526045.000000 Penalty: 1159.276611
	Iteration 45Q: 3 clusters Score -1.652604e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224376 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -16526340.000000 Penalty: 1159.276611
	Iteration 46Q: 3 clusters Score -1.652634e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -16526794.000000 Penalty: 1159.276611
	Iteration 47Q: 3 clusters Score -1.652679e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226072 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -16526998.000000 Penalty: 1159.276611
	Iteration 48Q: 3 clusters Score -1.6527e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226979 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -16527143.000000 Penalty: 1159.276611
	Iteration 49Q: 3 clusters Score -1.652714e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227948 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -16527495.000000 Penalty: 1159.276611
	Iteration 50Q: 3 clusters Score -1.65275e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228997 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -16527738.000000 Penalty: 1159.276611
	Iteration 51Q: 3 clusters Score -1.652774e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -16527970.000000 Penalty: 1159.276611
	Iteration 52Q: 3 clusters Score -1.652797e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231074 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -16528157.000000 Penalty: 1159.276611
	Iteration 53Q: 3 clusters Score -1.652816e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232196 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -16528351.000000 Penalty: 1159.276611
	Iteration 54Q: 3 clusters Score -1.652835e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233310 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -16528583.000000 Penalty: 1159.276611
	Iteration 55Q: 3 clusters Score -1.652858e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234488 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -16528758.000000 Penalty: 1159.276611
	Iteration 56Q: 3 clusters Score -1.652876e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235659 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -16528970.000000 Penalty: 1159.276611
	Iteration 57Q: 3 clusters Score -1.652897e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236869 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -16529190.000000 Penalty: 1159.276611
	Iteration 58Q: 3 clusters Score -1.652919e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238101 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -16529418.000000 Penalty: 1159.276611
	Iteration 59Q: 3 clusters Score -1.652942e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239381 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -16529522.000000 Penalty: 1159.276611
	Iteration 60F: 3 clusters Score -1.652952e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240597 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -16529575.000000 Penalty: 1159.276611
	Iteration 61Q: 3 clusters Score -1.652958e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241766 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -16529669.000000 Penalty: 1159.276611
	Iteration 62Q: 3 clusters Score -1.652967e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242949 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -16529704.000000 Penalty: 1159.276611
	Iteration 63Q: 3 clusters Score -1.65297e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244062 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -16529761.000000 Penalty: 1159.276611
	Iteration 64Q: 3 clusters Score -1.652976e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245201 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -16529927.000000 Penalty: 1159.276611
	Iteration 65Q: 3 clusters Score -1.652993e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246350 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -16530044.000000 Penalty: 1159.276611
	Iteration 66Q: 3 clusters Score -1.653004e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247519 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -16530236.000000 Penalty: 1159.276611
	Iteration 67Q: 3 clusters Score -1.653024e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248679 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -16530423.000000 Penalty: 1159.276611
	Iteration 68Q: 3 clusters Score -1.653042e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249790 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -16530420.000000 Penalty: 1159.276611
	Iteration 69Q: 3 clusters Score -1.653042e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250871 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -16530445.000000 Penalty: 1159.276611
	Iteration 70Q: 3 clusters Score -1.653044e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251992 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -16530438.000000 Penalty: 1159.276611
	Iteration 71Q: 3 clusters Score -1.653044e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253093 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -16530416.000000 Penalty: 1159.276611
	Iteration 72Q: 3 clusters Score -1.653042e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254189 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -16530559.000000 Penalty: 1159.276611
	Iteration 73Q: 3 clusters Score -1.653056e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255341 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -16530652.000000 Penalty: 1159.276611
	Iteration 74Q: 3 clusters Score -1.653065e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256535 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -16530866.000000 Penalty: 1159.276611
	Iteration 75Q: 3 clusters Score -1.653087e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257729 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -16530981.000000 Penalty: 1159.276611
	Iteration 76Q: 3 clusters Score -1.653098e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258952 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -16530950.000000 Penalty: 1159.276611
	Iteration 77Q: 3 clusters Score -1.653095e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260142 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -16530959.000000 Penalty: 1159.276611
	Iteration 78Q: 3 clusters Score -1.653096e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261286 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -16531005.000000 Penalty: 1159.276611
	Iteration 79Q: 3 clusters Score -1.6531e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262375 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -16530910.000000 Penalty: 1159.276611
	Iteration 80F: 3 clusters Score -1.653091e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263495 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -16530886.000000 Penalty: 1159.276611
	Iteration 81Q: 3 clusters Score -1.653089e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264632 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -16530882.000000 Penalty: 1159.276611
	Iteration 82Q: 3 clusters Score -1.653088e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265766 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -16530841.000000 Penalty: 1159.276611
	Iteration 83Q: 3 clusters Score -1.653084e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266902 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -16530782.000000 Penalty: 1159.276611
	Iteration 84Q: 3 clusters Score -1.653078e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268020 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -16530745.000000 Penalty: 1159.276611
	Iteration 85Q: 3 clusters Score -1.653074e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269153 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -16530826.000000 Penalty: 1159.276611
	Iteration 86Q: 3 clusters Score -1.653083e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270363 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -16530868.000000 Penalty: 1159.276611
	Iteration 87Q: 3 clusters Score -1.653087e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271581 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -16530828.000000 Penalty: 1159.276611
	Iteration 88Q: 3 clusters Score -1.653083e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272733 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -16530907.000000 Penalty: 1159.276611
	Iteration 89Q: 3 clusters Score -1.653091e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273852 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -16530980.000000 Penalty: 1159.276611
	Iteration 90Q: 3 clusters Score -1.653098e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274995 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -16531110.000000 Penalty: 1159.276611
	Iteration 91Q: 3 clusters Score -1.653111e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276271 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -16531116.000000 Penalty: 1159.276611
	Iteration 92Q: 3 clusters Score -1.653112e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277564 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -16531251.000000 Penalty: 1159.276611
	Iteration 93Q: 3 clusters Score -1.653125e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278900 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -16531402.000000 Penalty: 1159.276611
	Iteration 94Q: 3 clusters Score -1.65314e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280340 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -16531596.000000 Penalty: 1159.276611
	Iteration 95Q: 3 clusters Score -1.65316e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281920 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -16531733.000000 Penalty: 1159.276611
	Iteration 96Q: 3 clusters Score -1.653173e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283597 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -16531814.000000 Penalty: 1159.276611
	Iteration 97Q: 3 clusters Score -1.653181e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285405 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -16531846.000000 Penalty: 1159.276611
	Iteration 98Q: 3 clusters Score -1.653185e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287252 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -16531990.000000 Penalty: 1159.276611
	Iteration 99Q: 3 clusters Score -1.653199e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289271 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -16532114.000000 Penalty: 1159.276611
	Iteration 100F: 3 clusters Score -1.653211e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291422 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -16532173.000000 Penalty: 1159.276611
	Iteration 101Q: 3 clusters Score -1.653217e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293708 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -16532478.000000 Penalty: 1159.276611
	Iteration 102Q: 3 clusters Score -1.653248e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296211 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -16533055.000000 Penalty: 1159.276611
	Iteration 103Q: 3 clusters Score -1.653306e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298899 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -16533668.000000 Penalty: 1159.276611
	Iteration 104Q: 3 clusters Score -1.653367e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301841 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -16534358.000000 Penalty: 1159.276611
	Iteration 105Q: 3 clusters Score -1.653436e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305142 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -16535267.000000 Penalty: 1159.276611
	Iteration 106Q: 3 clusters Score -1.653527e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308732 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -16536441.000000 Penalty: 1159.276611
	Iteration 107Q: 3 clusters Score -1.653644e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312566 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -16537567.000000 Penalty: 1159.276611
	Iteration 108Q: 3 clusters Score -1.653757e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316555 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -16539640.000000 Penalty: 1159.276611
	Iteration 109Q: 3 clusters Score -1.653964e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320607 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -16541908.000000 Penalty: 1159.276611
	Iteration 110Q: 3 clusters Score -1.654191e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324438 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -16544104.000000 Penalty: 1159.276611
	Iteration 111Q: 3 clusters Score -1.65441e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327971 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -16546026.000000 Penalty: 1159.276611
	Iteration 112Q: 3 clusters Score -1.654603e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330910 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -16547873.000000 Penalty: 1159.276611
	Iteration 113Q: 3 clusters Score -1.654787e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333293 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -16549274.000000 Penalty: 1159.276611
	Iteration 114Q: 3 clusters Score -1.654927e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335248 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -16549781.000000 Penalty: 1159.276611
	Iteration 115Q: 3 clusters Score -1.654978e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336738 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -16550123.000000 Penalty: 1159.276611
	Iteration 116Q: 3 clusters Score -1.655012e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337821 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -16550440.000000 Penalty: 1159.276611
	Iteration 117Q: 3 clusters Score -1.655044e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338619 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -16550680.000000 Penalty: 1159.276611
	Iteration 118Q: 3 clusters Score -1.655068e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339192 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -16550925.000000 Penalty: 1159.276611
	Iteration 119Q: 3 clusters Score -1.655092e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339570 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -16551125.000000 Penalty: 1159.276611
	Iteration 120F: 3 clusters Score -1.655112e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339839 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16551185.000000 Penalty: 1159.276611
	Iteration 121Q: 3 clusters Score -1.655118e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16551179.000000 Penalty: 1159.276611
	Iteration 122Q: 3 clusters Score -1.655118e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340145 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16551188.000000 Penalty: 1159.276611
	Iteration 123Q: 3 clusters Score -1.655119e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340235 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16551191.000000 Penalty: 1159.276611
	Iteration 124Q: 3 clusters Score -1.655119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16551213.000000 Penalty: 1159.276611
	Iteration 125Q: 3 clusters Score -1.655121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340370 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16551214.000000 Penalty: 1159.276611
	Iteration 126Q: 3 clusters Score -1.655121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16551211.000000 Penalty: 1159.276611
	Iteration 127Q: 3 clusters Score -1.655121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340454 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16551206.000000 Penalty: 1159.276611
	Iteration 128Q: 3 clusters Score -1.655121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16551199.000000 Penalty: 1159.276611
	Iteration 129Q: 3 clusters Score -1.65512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340497 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16551197.000000 Penalty: 1159.276611
	Iteration 130Q: 3 clusters Score -1.65512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340512 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16551199.000000 Penalty: 1159.276611
	Iteration 131Q: 3 clusters Score -1.65512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16551202.000000 Penalty: 1159.276611
	Iteration 132Q: 3 clusters Score -1.65512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16551209.000000 Penalty: 1159.276611
	Iteration 133Q: 3 clusters Score -1.655121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340553 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16551207.000000 Penalty: 1159.276611
	Iteration 134Q: 3 clusters Score -1.655121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340564 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16551211.000000 Penalty: 1159.276611
	Iteration 135Q: 3 clusters Score -1.655121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16551213.000000 Penalty: 1159.276611
	Iteration 136Q: 3 clusters Score -1.655121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340583 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16551216.000000 Penalty: 1159.276611
	Iteration 137Q: 3 clusters Score -1.655122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340590 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16551213.000000 Penalty: 1159.276611
	Iteration 138Q: 3 clusters Score -1.655121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16551223.000000 Penalty: 1159.276611
	Iteration 139Q: 3 clusters Score -1.655122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340601 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16551230.000000 Penalty: 1159.276611
	Iteration 140F: 3 clusters Score -1.655123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340611 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16551233.000000 Penalty: 1159.276611
	Iteration 141Q: 3 clusters Score -1.655123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340620 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16551231.000000 Penalty: 1159.276611
	Iteration 142Q: 3 clusters Score -1.655123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16551239.000000 Penalty: 1159.276611
	Iteration 143Q: 3 clusters Score -1.655124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340624 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16551234.000000 Penalty: 1159.276611
	Iteration 144Q: 3 clusters Score -1.655123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340627 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16551246.000000 Penalty: 1159.276611
	Iteration 145Q: 3 clusters Score -1.655125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340628 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16551256.000000 Penalty: 1159.276611
	Iteration 146Q: 3 clusters Score -1.655126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16551257.000000 Penalty: 1159.276611
	Iteration 147Q: 3 clusters Score -1.655126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340632 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16551266.000000 Penalty: 1159.276611
	Iteration 148Q: 3 clusters Score -1.655127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340634 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16551271.000000 Penalty: 1159.276611
	Iteration 149Q: 3 clusters Score -1.655127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340637 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16551269.000000 Penalty: 1159.276611
	Iteration 150Q: 3 clusters Score -1.655127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340638 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16551267.000000 Penalty: 1159.276611
	Iteration 151Q: 3 clusters Score -1.655127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340638 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16551267.000000 Penalty: 1159.276611
	Iteration 152F: 3 clusters Score -1.655127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -66499.492188 Penalty: 329.774567
	Iteration 0F: 2 clusters Score -66499.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -65421.953125 Penalty: 659.549133
	Iteration 0F: 3 clusters Score -65421.95 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -65754.007812 Penalty: 659.549133
	Iteration 1F: 3 clusters Score -65754.01 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -65825.054688 Penalty: 659.549133
	Iteration 2F: 3 clusters Score -65825.05 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -65877.859375 Penalty: 659.549133
	Iteration 3F: 3 clusters Score -65877.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -65915.562500 Penalty: 659.549133
	Iteration 4Q: 3 clusters Score -65915.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -65954.195312 Penalty: 659.549133
	Iteration 5Q: 3 clusters Score -65954.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -65990.718750 Penalty: 659.549133
	Iteration 6Q: 3 clusters Score -65990.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -66023.085938 Penalty: 659.549133
	Iteration 7Q: 3 clusters Score -66023.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -66067.828125 Penalty: 659.549133
	Iteration 8Q: 3 clusters Score -66067.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -66111.320312 Penalty: 659.549133
	Iteration 9Q: 3 clusters Score -66111.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -66159.382812 Penalty: 659.549133
	Iteration 10Q: 3 clusters Score -66159.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -66186.593750 Penalty: 659.549133
	Iteration 11Q: 3 clusters Score -66186.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -66211.500000 Penalty: 659.549133
	Iteration 12Q: 3 clusters Score -66211.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -66223.148438 Penalty: 659.549133
	Iteration 13Q: 3 clusters Score -66223.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -66230.640625 Penalty: 659.549133
	Iteration 14Q: 3 clusters Score -66230.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -66237.367188 Penalty: 659.549133
	Iteration 15Q: 3 clusters Score -66237.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -66244.218750 Penalty: 659.549133
	Iteration 16Q: 3 clusters Score -66244.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -66252.578125 Penalty: 659.549133
	Iteration 17Q: 3 clusters Score -66252.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -66262.492188 Penalty: 659.549133
	Iteration 18Q: 3 clusters Score -66262.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -66269.500000 Penalty: 659.549133
	Iteration 19Q: 3 clusters Score -66269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -66272.625000 Penalty: 659.549133
	Iteration 20F: 3 clusters Score -66272.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -66275.320312 Penalty: 659.549133
	Iteration 21Q: 3 clusters Score -66275.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -66278.289062 Penalty: 659.549133
	Iteration 22Q: 3 clusters Score -66278.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -66280.109375 Penalty: 659.549133
	Iteration 23Q: 3 clusters Score -66280.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -66281.648438 Penalty: 659.549133
	Iteration 24Q: 3 clusters Score -66281.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -66282.054688 Penalty: 659.549133
	Iteration 25Q: 3 clusters Score -66282.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -66282.054688 Penalty: 659.549133
	Iteration 26F: 3 clusters Score -66282.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3268.405273 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3268.405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3076.934814 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -3076.935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3119.908691 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3119.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3133.755615 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -3133.756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3153.746094 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -3153.746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3155.987793 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -3155.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3155.987793 Penalty: 406.397644
	Iteration 5F: 3 clusters Score -3155.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5372.489258 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5372.489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5416.144043 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5416.144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5423.206055 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5423.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5423.791504 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5423.792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5423.791504 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -5423.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10843.708984 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10843.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10909.182617 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10909.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10925.935547 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10925.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10938.799805 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10943.180664 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10943.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10945.342773 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10945.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10946.236328 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10946.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10946.236328 Penalty: 501.354340
	Iteration 7F: 3 clusters Score -10946.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -27712.742188 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -27712.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27155.947266 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -27155.95 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27301.091797 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -27301.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27332.208984 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -27332.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27341.886719 Penalty: 581.968811
	Iteration 3Q: 3 clusters Score -27341.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27349.330078 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -27349.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27357.367188 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -27357.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27373.572266 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -27373.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27387.656250 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -27387.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27396.439453 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -27396.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27408.578125 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -27408.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27412.529297 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -27412.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27416.158203 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -27416.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27420.210938 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -27420.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27423.246094 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -27423.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27428.347656 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -27428.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27431.769531 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -27431.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27434.207031 Penalty: 581.968811
	Iteration 16Q: 3 clusters Score -27434.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27435.773438 Penalty: 581.968811
	Iteration 17Q: 3 clusters Score -27435.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27438.326172 Penalty: 581.968811
	Iteration 18Q: 3 clusters Score -27438.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27440.640625 Penalty: 581.968811
	Iteration 19Q: 3 clusters Score -27440.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27442.718750 Penalty: 581.968811
	Iteration 20F: 3 clusters Score -27442.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27451.509766 Penalty: 581.968811
	Iteration 21Q: 3 clusters Score -27451.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27458.306641 Penalty: 581.968811
	Iteration 22Q: 3 clusters Score -27458.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27462.740234 Penalty: 581.968811
	Iteration 23Q: 3 clusters Score -27462.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27468.130859 Penalty: 581.968811
	Iteration 24Q: 3 clusters Score -27468.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27478.771484 Penalty: 581.968811
	Iteration 25Q: 3 clusters Score -27478.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -27493.361328 Penalty: 581.968811
	Iteration 26Q: 3 clusters Score -27493.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -27509.990234 Penalty: 581.968811
	Iteration 27Q: 3 clusters Score -27509.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27523.423828 Penalty: 581.968811
	Iteration 28Q: 3 clusters Score -27523.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27545.289062 Penalty: 581.968811
	Iteration 29Q: 3 clusters Score -27545.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27558.449219 Penalty: 581.968811
	Iteration 30Q: 3 clusters Score -27558.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27562.912109 Penalty: 581.968811
	Iteration 31Q: 3 clusters Score -27562.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27569.833984 Penalty: 581.968811
	Iteration 32Q: 3 clusters Score -27569.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27572.445312 Penalty: 581.968811
	Iteration 33Q: 3 clusters Score -27572.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27575.296875 Penalty: 581.968811
	Iteration 34Q: 3 clusters Score -27575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27581.662109 Penalty: 581.968811
	Iteration 35Q: 3 clusters Score -27581.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27587.099609 Penalty: 581.968811
	Iteration 36Q: 3 clusters Score -27587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27590.240234 Penalty: 581.968811
	Iteration 37Q: 3 clusters Score -27590.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27591.835938 Penalty: 581.968811
	Iteration 38Q: 3 clusters Score -27591.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27592.726562 Penalty: 581.968811
	Iteration 39Q: 3 clusters Score -27592.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27593.380859 Penalty: 581.968811
	Iteration 40F: 3 clusters Score -27593.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27593.714844 Penalty: 581.968811
	Iteration 41Q: 3 clusters Score -27593.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27593.853516 Penalty: 581.968811
	Iteration 42Q: 3 clusters Score -27593.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27594.324219 Penalty: 581.968811
	Iteration 43Q: 3 clusters Score -27594.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27594.474609 Penalty: 581.968811
	Iteration 44Q: 3 clusters Score -27594.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27594.474609 Penalty: 581.968811
	Iteration 45F: 3 clusters Score -27594.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Entering Unmasked Estep 
Score: -1485695.625000 Penalty: 470.741150
	Iteration 0F: 2 clusters Score -1485696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1464810.250000 Penalty: 941.482300
	Iteration 0F: 3 clusters Score -1464810 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1473573.875000 Penalty: 941.482300
	Iteration 1F: 3 clusters Score -1473574 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1474151.000000 Penalty: 941.482300
	Iteration 2Q: 3 clusters Score -1474151 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1475141.625000 Penalty: 941.482300
	Iteration 3F: 3 clusters Score -1475142 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1476931.250000 Penalty: 941.482300
	Iteration 4F: 3 clusters Score -1476931 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1479715.000000 Penalty: 941.482300
	Iteration 5F: 3 clusters Score -1479715 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1482753.125000 Penalty: 941.482300
	Iteration 6F: 3 clusters Score -1482753 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1484585.125000 Penalty: 941.482300
	Iteration 7F: 3 clusters Score -1484585 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1485103.375000 Penalty: 941.482300
	Iteration 8Q: 3 clusters Score -1485103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1485225.625000 Penalty: 941.482300
	Iteration 9Q: 3 clusters Score -1485226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1485258.875000 Penalty: 941.482300
	Iteration 10Q: 3 clusters Score -1485259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1485269.625000 Penalty: 941.482300
	Iteration 11Q: 3 clusters Score -1485270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1485273.375000 Penalty: 941.482300
	Iteration 12Q: 3 clusters Score -1485273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1485273.875000 Penalty: 941.482300
	Iteration 13Q: 3 clusters Score -1485274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1485273.875000 Penalty: 941.482300
	Iteration 14F: 3 clusters Score -1485274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -29803.197266 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -29803.2 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 310 members 
Entering Unmasked Estep 
Score: -29225.412109 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -29225.41 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29394.527344 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -29394.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29438.609375 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -29438.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29465.634766 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -29465.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29483.296875 Penalty: 588.842773
	Iteration 4Q: 3 clusters Score -29483.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29500.488281 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -29500.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29520.722656 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -29520.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29531.226562 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -29531.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29540.033203 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -29540.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29542.328125 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -29542.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29546.203125 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -29546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29547.576172 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -29547.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29549.160156 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -29549.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29549.687500 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -29549.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29549.687500 Penalty: 588.842773
	Iteration 14F: 3 clusters Score -29549.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -72084.390625 Penalty: 337.826660
	Iteration 0F: 2 clusters Score -72084.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -70881.062500 Penalty: 675.653320
	Iteration 0F: 3 clusters Score -70881.06 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -71214.984375 Penalty: 675.653320
	Iteration 1F: 3 clusters Score -71214.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71261.867188 Penalty: 675.653320
	Iteration 2F: 3 clusters Score -71261.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71299.625000 Penalty: 675.653320
	Iteration 3Q: 3 clusters Score -71299.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71343.343750 Penalty: 675.653320
	Iteration 4Q: 3 clusters Score -71343.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71378.406250 Penalty: 675.653320
	Iteration 5Q: 3 clusters Score -71378.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71413.578125 Penalty: 675.653320
	Iteration 6Q: 3 clusters Score -71413.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71440.093750 Penalty: 675.653320
	Iteration 7Q: 3 clusters Score -71440.09 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71482.210938 Penalty: 675.653320
	Iteration 8Q: 3 clusters Score -71482.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71517.039062 Penalty: 675.653320
	Iteration 9Q: 3 clusters Score -71517.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71544.898438 Penalty: 675.653320
	Iteration 10Q: 3 clusters Score -71544.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71578.937500 Penalty: 675.653320
	Iteration 11Q: 3 clusters Score -71578.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71614.171875 Penalty: 675.653320
	Iteration 12Q: 3 clusters Score -71614.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71639.632812 Penalty: 675.653320
	Iteration 13Q: 3 clusters Score -71639.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71661.187500 Penalty: 675.653320
	Iteration 14Q: 3 clusters Score -71661.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -71674.968750 Penalty: 675.653320
	Iteration 15Q: 3 clusters Score -71674.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -71691.789062 Penalty: 675.653320
	Iteration 16Q: 3 clusters Score -71691.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -71704.843750 Penalty: 675.653320
	Iteration 17Q: 3 clusters Score -71704.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -71716.984375 Penalty: 675.653320
	Iteration 18Q: 3 clusters Score -71716.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -71735.140625 Penalty: 675.653320
	Iteration 19Q: 3 clusters Score -71735.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -71747.476562 Penalty: 675.653320
	Iteration 20F: 3 clusters Score -71747.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -71757.453125 Penalty: 675.653320
	Iteration 21Q: 3 clusters Score -71757.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71767.367188 Penalty: 675.653320
	Iteration 22Q: 3 clusters Score -71767.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71777.695312 Penalty: 675.653320
	Iteration 23Q: 3 clusters Score -71777.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -71785.390625 Penalty: 675.653320
	Iteration 24Q: 3 clusters Score -71785.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71786.820312 Penalty: 675.653320
	Iteration 25Q: 3 clusters Score -71786.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71786.820312 Penalty: 675.653320
	Iteration 26F: 3 clusters Score -71786.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2187533.500000 Penalty: 485.006897
	Iteration 0F: 2 clusters Score -2187534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2158981.250000 Penalty: 970.013794
	Iteration 0F: 3 clusters Score -2158981 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2171208.250000 Penalty: 970.013794
	Iteration 1F: 3 clusters Score -2171208 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2171995.750000 Penalty: 970.013794
	Iteration 2Q: 3 clusters Score -2171996 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2173300.750000 Penalty: 970.013794
	Iteration 3F: 3 clusters Score -2173301 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2175590.000000 Penalty: 970.013794
	Iteration 4F: 3 clusters Score -2175590 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2178909.750000 Penalty: 970.013794
	Iteration 5F: 3 clusters Score -2178910 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2182148.500000 Penalty: 970.013794
	Iteration 6F: 3 clusters Score -2182148 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -2183632.750000 Penalty: 970.013794
	Iteration 7F: 3 clusters Score -2183633 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -2184077.250000 Penalty: 970.013794
	Iteration 8Q: 3 clusters Score -2184077 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -2184283.500000 Penalty: 970.013794
	Iteration 9Q: 3 clusters Score -2184284 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -2184450.000000 Penalty: 970.013794
	Iteration 10Q: 3 clusters Score -2184450 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -2184596.000000 Penalty: 970.013794
	Iteration 11Q: 3 clusters Score -2184596 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2184723.750000 Penalty: 970.013794
	Iteration 12Q: 3 clusters Score -2184724 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -2184840.000000 Penalty: 970.013794
	Iteration 13Q: 3 clusters Score -2184840 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -2184963.000000 Penalty: 970.013794
	Iteration 14Q: 3 clusters Score -2184963 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -2185084.500000 Penalty: 970.013794
	Iteration 15Q: 3 clusters Score -2185084 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2185207.250000 Penalty: 970.013794
	Iteration 16Q: 3 clusters Score -2185207 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -2185346.500000 Penalty: 970.013794
	Iteration 17Q: 3 clusters Score -2185346 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -2185475.250000 Penalty: 970.013794
	Iteration 18Q: 3 clusters Score -2185475 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -2185619.250000 Penalty: 970.013794
	Iteration 19Q: 3 clusters Score -2185619 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -2185753.000000 Penalty: 970.013794
	Iteration 20F: 3 clusters Score -2185753 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -2185868.500000 Penalty: 970.013794
	Iteration 21Q: 3 clusters Score -2185868 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -2185978.500000 Penalty: 970.013794
	Iteration 22Q: 3 clusters Score -2185978 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -2186110.750000 Penalty: 970.013794
	Iteration 23Q: 3 clusters Score -2186111 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -2186218.750000 Penalty: 970.013794
	Iteration 24Q: 3 clusters Score -2186219 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -2186325.500000 Penalty: 970.013794
	Iteration 25Q: 3 clusters Score -2186326 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -2186431.750000 Penalty: 970.013794
	Iteration 26Q: 3 clusters Score -2186432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -2186536.000000 Penalty: 970.013794
	Iteration 27Q: 3 clusters Score -2186536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -2186618.250000 Penalty: 970.013794
	Iteration 28Q: 3 clusters Score -2186618 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2186691.250000 Penalty: 970.013794
	Iteration 29Q: 3 clusters Score -2186691 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -2186774.500000 Penalty: 970.013794
	Iteration 30Q: 3 clusters Score -2186774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -2186827.250000 Penalty: 970.013794
	Iteration 31Q: 3 clusters Score -2186827 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -2186870.750000 Penalty: 970.013794
	Iteration 32Q: 3 clusters Score -2186871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -2186901.500000 Penalty: 970.013794
	Iteration 33Q: 3 clusters Score -2186902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -2186925.500000 Penalty: 970.013794
	Iteration 34Q: 3 clusters Score -2186926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -2186977.000000 Penalty: 970.013794
	Iteration 35Q: 3 clusters Score -2186977 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -2187020.000000 Penalty: 970.013794
	Iteration 36Q: 3 clusters Score -2187020 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -2187067.000000 Penalty: 970.013794
	Iteration 37Q: 3 clusters Score -2187067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -2187095.250000 Penalty: 970.013794
	Iteration 38Q: 3 clusters Score -2187095 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -2187117.500000 Penalty: 970.013794
	Iteration 39Q: 3 clusters Score -2187118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -2187133.000000 Penalty: 970.013794
	Iteration 40F: 3 clusters Score -2187133 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -2187152.500000 Penalty: 970.013794
	Iteration 41Q: 3 clusters Score -2187152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -2187174.000000 Penalty: 970.013794
	Iteration 42Q: 3 clusters Score -2187174 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -2187200.750000 Penalty: 970.013794
	Iteration 43Q: 3 clusters Score -2187201 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -2187214.500000 Penalty: 970.013794
	Iteration 44Q: 3 clusters Score -2187214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -2187245.750000 Penalty: 970.013794
	Iteration 45Q: 3 clusters Score -2187246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -2187261.000000 Penalty: 970.013794
	Iteration 46Q: 3 clusters Score -2187261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -2187279.750000 Penalty: 970.013794
	Iteration 47Q: 3 clusters Score -2187280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -2187302.500000 Penalty: 970.013794
	Iteration 48Q: 3 clusters Score -2187302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -2187309.250000 Penalty: 970.013794
	Iteration 49Q: 3 clusters Score -2187309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -2187327.500000 Penalty: 970.013794
	Iteration 50Q: 3 clusters Score -2187328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -2187349.250000 Penalty: 970.013794
	Iteration 51Q: 3 clusters Score -2187349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -2187371.000000 Penalty: 970.013794
	Iteration 52Q: 3 clusters Score -2187371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -2187374.500000 Penalty: 970.013794
	Iteration 53Q: 3 clusters Score -2187374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -2187386.750000 Penalty: 970.013794
	Iteration 54Q: 3 clusters Score -2187387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -2187406.000000 Penalty: 970.013794
	Iteration 55Q: 3 clusters Score -2187406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -2187411.250000 Penalty: 970.013794
	Iteration 56Q: 3 clusters Score -2187411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -2187414.000000 Penalty: 970.013794
	Iteration 57Q: 3 clusters Score -2187414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -2187415.750000 Penalty: 970.013794
	Iteration 58Q: 3 clusters Score -2187416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -2187418.500000 Penalty: 970.013794
	Iteration 59Q: 3 clusters Score -2187418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -2187421.250000 Penalty: 970.013794
	Iteration 60F: 3 clusters Score -2187421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -2187426.250000 Penalty: 970.013794
	Iteration 61Q: 3 clusters Score -2187426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -2187435.750000 Penalty: 970.013794
	Iteration 62Q: 3 clusters Score -2187436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -2187439.500000 Penalty: 970.013794
	Iteration 63Q: 3 clusters Score -2187440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -2187444.750000 Penalty: 970.013794
	Iteration 64Q: 3 clusters Score -2187445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -2187448.000000 Penalty: 970.013794
	Iteration 65Q: 3 clusters Score -2187448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -2187446.000000 Penalty: 970.013794
	Iteration 66Q: 3 clusters Score -2187446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -2187448.500000 Penalty: 970.013794
	Iteration 67Q: 3 clusters Score -2187448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -2187455.750000 Penalty: 970.013794
	Iteration 68Q: 3 clusters Score -2187456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -2187459.000000 Penalty: 970.013794
	Iteration 69Q: 3 clusters Score -2187459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -2187467.500000 Penalty: 970.013794
	Iteration 70Q: 3 clusters Score -2187468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -2187470.000000 Penalty: 970.013794
	Iteration 71Q: 3 clusters Score -2187470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -2187472.000000 Penalty: 970.013794
	Iteration 72Q: 3 clusters Score -2187472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -2187472.250000 Penalty: 970.013794
	Iteration 73Q: 3 clusters Score -2187472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -2187474.250000 Penalty: 970.013794
	Iteration 74Q: 3 clusters Score -2187474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -2187476.750000 Penalty: 970.013794
	Iteration 75Q: 3 clusters Score -2187477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -2187476.250000 Penalty: 970.013794
	Iteration 76Q: 3 clusters Score -2187476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -2187477.750000 Penalty: 970.013794
	Iteration 77Q: 3 clusters Score -2187478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -2187478.750000 Penalty: 970.013794
	Iteration 78Q: 3 clusters Score -2187479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -2187481.250000 Penalty: 970.013794
	Iteration 79Q: 3 clusters Score -2187481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -2187487.750000 Penalty: 970.013794
	Iteration 80F: 3 clusters Score -2187488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -2187491.250000 Penalty: 970.013794
	Iteration 81Q: 3 clusters Score -2187491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -2187492.000000 Penalty: 970.013794
	Iteration 82Q: 3 clusters Score -2187492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -2187491.750000 Penalty: 970.013794
	Iteration 83Q: 3 clusters Score -2187492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -2187492.000000 Penalty: 970.013794
	Iteration 84Q: 3 clusters Score -2187492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -2187495.750000 Penalty: 970.013794
	Iteration 85Q: 3 clusters Score -2187496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -2187495.750000 Penalty: 970.013794
	Iteration 86F: 3 clusters Score -2187496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6006.993652 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6006.994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6040.528320 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6040.528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6058.466309 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6058.466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6070.679199 Penalty: 449.037140
	Iteration 3F: 3 clusters Score -6070.679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6084.278320 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6084.278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6087.629883 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6087.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6087.629883 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -6087.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5810.404297 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5810.404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5947.296875 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5947.297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5969.042480 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5969.042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5985.472168 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5985.472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5993.455566 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5993.456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6002.304688 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6002.305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6008.798828 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6008.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6014.822754 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6014.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6018.029785 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -6018.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6019.238281 Penalty: 445.021759
	Iteration 9Q: 3 clusters Score -6019.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6021.534668 Penalty: 445.021759
	Iteration 10Q: 3 clusters Score -6021.535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6021.534668 Penalty: 445.021759
	Iteration 11F: 3 clusters Score -6021.535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 8498 members 
Mstep: Class 4 contains 63745 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12928 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340886 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31131 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 1677 members 
Mstep: Class 22 contains 42595 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304726.000000 Penalty: 14394.557617
Iteration 399Q: 25 clusters Score -2.530473e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 63753 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12957 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340853 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31129 members 
Mstep: Class 20 contains 645 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 42637 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304756.000000 Penalty: 14394.557617
Iteration 400F: 25 clusters Score -2.530476e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 63759 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340818 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31134 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1670 members 
Mstep: Class 22 contains 42674 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304808.000000 Penalty: 14394.557617
Iteration 401Q: 25 clusters Score -2.530481e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 8508 members 
Mstep: Class 4 contains 63762 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13008 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340790 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31138 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 42705 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304808.000000 Penalty: 14394.557617
Iteration 402Q: 25 clusters Score -2.530481e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 63765 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340770 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31149 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 42742 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304886.000000 Penalty: 14394.557617
Iteration 403Q: 25 clusters Score -2.530489e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4106 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 63766 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13039 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340764 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31168 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 42767 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304844.000000 Penalty: 14394.557617
Iteration 404Q: 25 clusters Score -2.530484e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 63770 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4905 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13047 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340744 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31197 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 42802 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304910.000000 Penalty: 14394.557617
Iteration 405Q: 25 clusters Score -2.530491e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 63773 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13058 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340739 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31204 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 42831 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304936.000000 Penalty: 14394.557617
Iteration 406Q: 25 clusters Score -2.530494e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 63777 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4893 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13069 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340727 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 87 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31210 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 42854 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304950.000000 Penalty: 14394.557617
Iteration 407Q: 25 clusters Score -2.530495e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 63777 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13080 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340727 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31219 members 
Mstep: Class 20 contains 642 members 
Mstep: Class 21 contains 1635 members 
Mstep: Class 22 contains 42873 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304990.000000 Penalty: 14394.557617
Iteration 408Q: 25 clusters Score -2.530499e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4053 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 63781 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13089 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340728 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31224 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 42893 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305004.000000 Penalty: 14394.557617
Iteration 409Q: 25 clusters Score -2.5305e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4044 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 63784 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13101 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340725 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31232 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 42907 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305018.000000 Penalty: 14394.557617
Iteration 410Q: 25 clusters Score -2.530502e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 63785 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340710 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31244 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 42930 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305030.000000 Penalty: 14394.557617
Iteration 411Q: 25 clusters Score -2.530503e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 8508 members 
Mstep: Class 4 contains 63790 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13121 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340701 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31260 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1617 members 
Mstep: Class 22 contains 42945 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305056.000000 Penalty: 14394.557617
Iteration 412Q: 25 clusters Score -2.530506e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 63792 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4756 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13129 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340695 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31280 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 42960 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305058.000000 Penalty: 14394.557617
Iteration 413Q: 25 clusters Score -2.530506e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4011 members 
Mstep: Class 3 contains 8517 members 
Mstep: Class 4 contains 63795 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13138 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340682 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31295 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 42973 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305052.000000 Penalty: 14394.557617
Iteration 414Q: 25 clusters Score -2.530505e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 8518 members 
Mstep: Class 4 contains 63798 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4713 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13148 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 340668 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31305 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 42989 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305100.000000 Penalty: 14394.557617
Iteration 415Q: 25 clusters Score -2.53051e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 8519 members 
Mstep: Class 4 contains 63799 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340651 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31323 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 43002 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305126.000000 Penalty: 14394.557617
Iteration 416Q: 25 clusters Score -2.530513e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3993 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 63803 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340629 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31333 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 43018 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305174.000000 Penalty: 14394.557617
Iteration 417Q: 25 clusters Score -2.530517e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3990 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 63806 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340607 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31342 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1598 members 
Mstep: Class 22 contains 43032 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305140.000000 Penalty: 14394.557617
Iteration 418Q: 25 clusters Score -2.530514e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 63808 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13180 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340587 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31357 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 43045 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305120.000000 Penalty: 14394.557617
Iteration 419Q: 25 clusters Score -2.530512e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 63809 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13183 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340570 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31373 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1592 members 
Mstep: Class 22 contains 43058 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305122.000000 Penalty: 14394.557617
Iteration 420F: 25 clusters Score -2.530512e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 63811 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340556 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31388 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1589 members 
Mstep: Class 22 contains 43069 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305110.000000 Penalty: 14394.557617
Iteration 421Q: 25 clusters Score -2.530511e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 4 contains 63812 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13191 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340541 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31399 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1586 members 
Mstep: Class 22 contains 43081 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305118.000000 Penalty: 14394.557617
Iteration 422Q: 25 clusters Score -2.530512e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 8526 members 
Mstep: Class 4 contains 63813 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13195 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340538 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31407 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1580 members 
Mstep: Class 22 contains 43088 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305114.000000 Penalty: 14394.557617
Iteration 423Q: 25 clusters Score -2.530511e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 8527 members 
Mstep: Class 4 contains 63815 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340536 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31407 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 43099 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305076.000000 Penalty: 14394.557617
Iteration 424Q: 25 clusters Score -2.530508e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 8528 members 
Mstep: Class 4 contains 63817 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340540 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31410 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 43109 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305122.000000 Penalty: 14394.557617
Iteration 425Q: 25 clusters Score -2.530512e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 8529 members 
Mstep: Class 4 contains 63817 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340540 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31416 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 43118 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305158.000000 Penalty: 14394.557617
Iteration 426Q: 25 clusters Score -2.530516e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 63817 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340538 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31431 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 43130 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305148.000000 Penalty: 14394.557617
Iteration 427Q: 25 clusters Score -2.530515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 63816 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4423 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340530 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31450 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 43137 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305148.000000 Penalty: 14394.557617
Iteration 428Q: 25 clusters Score -2.530515e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 63816 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13210 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340524 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31459 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 43144 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305130.000000 Penalty: 14394.557617
Iteration 429Q: 25 clusters Score -2.530513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 63816 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13212 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340518 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 43149 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305150.000000 Penalty: 14394.557617
Iteration 430Q: 25 clusters Score -2.530515e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 63815 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340518 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31475 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 43155 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305178.000000 Penalty: 14394.557617
Iteration 431Q: 25 clusters Score -2.530518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 63815 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340521 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31479 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 43158 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305196.000000 Penalty: 14394.557617
Iteration 432Q: 25 clusters Score -2.53052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 63815 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340523 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31481 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 43162 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305174.000000 Penalty: 14394.557617
Iteration 433Q: 25 clusters Score -2.530517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 8551 members 
Mstep: Class 4 contains 63816 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340531 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31481 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 43162 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305176.000000 Penalty: 14394.557617
Iteration 434Q: 25 clusters Score -2.530518e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3942 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 63817 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4291 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340534 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31487 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 43163 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305138.000000 Penalty: 14394.557617
Iteration 435Q: 25 clusters Score -2.530514e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 63819 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4272 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340533 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31494 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305136.000000 Penalty: 14394.557617
Iteration 436Q: 25 clusters Score -2.530514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 63820 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340532 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31500 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305172.000000 Penalty: 14394.557617
Iteration 437Q: 25 clusters Score -2.530517e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63820 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340535 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31510 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305162.000000 Penalty: 14394.557617
Iteration 438Q: 25 clusters Score -2.530516e+07 nChanged 59
Entering ConstructFrom: 
Score: -25305162.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -441827.312500 Penalty: 416.380829
	Iteration 0F: 2 clusters Score -441827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -435478.500000 Penalty: 832.761658
	Iteration 0F: 3 clusters Score -435478.5 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -437927.906250 Penalty: 832.761658
	Iteration 1F: 3 clusters Score -437927.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -438073.156250 Penalty: 832.761658
	Iteration 2Q: 3 clusters Score -438073.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -438244.781250 Penalty: 832.761658
	Iteration 3Q: 3 clusters Score -438244.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -438507.562500 Penalty: 832.761658
	Iteration 4F: 3 clusters Score -438507.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -438896.625000 Penalty: 832.761658
	Iteration 5F: 3 clusters Score -438896.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -439456.187500 Penalty: 832.761658
	Iteration 6F: 3 clusters Score -439456.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -440096.250000 Penalty: 832.761658
	Iteration 7F: 3 clusters Score -440096.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -440700.718750 Penalty: 832.761658
	Iteration 8F: 3 clusters Score -440700.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -441062.562500 Penalty: 832.761658
	Iteration 9Q: 3 clusters Score -441062.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -441208.156250 Penalty: 832.761658
	Iteration 10Q: 3 clusters Score -441208.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -441305.281250 Penalty: 832.761658
	Iteration 11Q: 3 clusters Score -441305.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -441369.968750 Penalty: 832.761658
	Iteration 12Q: 3 clusters Score -441370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -441417.031250 Penalty: 832.761658
	Iteration 13Q: 3 clusters Score -441417 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -441443.156250 Penalty: 832.761658
	Iteration 14Q: 3 clusters Score -441443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -441457.812500 Penalty: 832.761658
	Iteration 15Q: 3 clusters Score -441457.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -441468.125000 Penalty: 832.761658
	Iteration 16Q: 3 clusters Score -441468.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -441475.218750 Penalty: 832.761658
	Iteration 17Q: 3 clusters Score -441475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -441480.500000 Penalty: 832.761658
	Iteration 18Q: 3 clusters Score -441480.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -441485.156250 Penalty: 832.761658
	Iteration 19Q: 3 clusters Score -441485.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -441487.562500 Penalty: 832.761658
	Iteration 20F: 3 clusters Score -441487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -441487.843750 Penalty: 832.761658
	Iteration 21Q: 3 clusters Score -441487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -441488.625000 Penalty: 832.761658
	Iteration 22Q: 3 clusters Score -441488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -441487.625000 Penalty: 832.761658
	Iteration 23Q: 3 clusters Score -441487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -441488.406250 Penalty: 832.761658
	Iteration 24Q: 3 clusters Score -441488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -441488.406250 Penalty: 832.761658
	Iteration 25F: 3 clusters Score -441488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -187459.609375 Penalty: 376.645386
	Iteration 0F: 2 clusters Score -187459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -184798.109375 Penalty: 753.290771
	Iteration 0F: 3 clusters Score -184798.1 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -185846.968750 Penalty: 753.290771
	Iteration 1F: 3 clusters Score -185847 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -186120.484375 Penalty: 753.290771
	Iteration 2F: 3 clusters Score -186120.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -186446.312500 Penalty: 753.290771
	Iteration 3F: 3 clusters Score -186446.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -186687.593750 Penalty: 753.290771
	Iteration 4F: 3 clusters Score -186687.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -186859.234375 Penalty: 753.290771
	Iteration 5F: 3 clusters Score -186859.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -186964.312500 Penalty: 753.290771
	Iteration 6Q: 3 clusters Score -186964.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -187019.656250 Penalty: 753.290771
	Iteration 7Q: 3 clusters Score -187019.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -187053.312500 Penalty: 753.290771
	Iteration 8Q: 3 clusters Score -187053.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -187080.875000 Penalty: 753.290771
	Iteration 9Q: 3 clusters Score -187080.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -187107.734375 Penalty: 753.290771
	Iteration 10Q: 3 clusters Score -187107.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -187134.609375 Penalty: 753.290771
	Iteration 11Q: 3 clusters Score -187134.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -187162.359375 Penalty: 753.290771
	Iteration 12Q: 3 clusters Score -187162.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -187186.359375 Penalty: 753.290771
	Iteration 13Q: 3 clusters Score -187186.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -187202.500000 Penalty: 753.290771
	Iteration 14Q: 3 clusters Score -187202.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -187212.515625 Penalty: 753.290771
	Iteration 15Q: 3 clusters Score -187212.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -187220.468750 Penalty: 753.290771
	Iteration 16Q: 3 clusters Score -187220.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -187226.828125 Penalty: 753.290771
	Iteration 17Q: 3 clusters Score -187226.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -187235.015625 Penalty: 753.290771
	Iteration 18Q: 3 clusters Score -187235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -187242.390625 Penalty: 753.290771
	Iteration 19Q: 3 clusters Score -187242.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -187254.171875 Penalty: 753.290771
	Iteration 20F: 3 clusters Score -187254.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -187264.578125 Penalty: 753.290771
	Iteration 21Q: 3 clusters Score -187264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -187274.218750 Penalty: 753.290771
	Iteration 22Q: 3 clusters Score -187274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -187281.125000 Penalty: 753.290771
	Iteration 23Q: 3 clusters Score -187281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -187283.562500 Penalty: 753.290771
	Iteration 24Q: 3 clusters Score -187283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -187285.500000 Penalty: 753.290771
	Iteration 25Q: 3 clusters Score -187285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -187288.703125 Penalty: 753.290771
	Iteration 26Q: 3 clusters Score -187288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -187289.921875 Penalty: 753.290771
	Iteration 27Q: 3 clusters Score -187289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -187292.375000 Penalty: 753.290771
	Iteration 28Q: 3 clusters Score -187292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -187294.093750 Penalty: 753.290771
	Iteration 29Q: 3 clusters Score -187294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -187295.265625 Penalty: 753.290771
	Iteration 30Q: 3 clusters Score -187295.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -187297.531250 Penalty: 753.290771
	Iteration 31Q: 3 clusters Score -187297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -187301.000000 Penalty: 753.290771
	Iteration 32Q: 3 clusters Score -187301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -187306.140625 Penalty: 753.290771
	Iteration 33Q: 3 clusters Score -187306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -187308.062500 Penalty: 753.290771
	Iteration 34Q: 3 clusters Score -187308.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -187310.859375 Penalty: 753.290771
	Iteration 35Q: 3 clusters Score -187310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -187313.515625 Penalty: 753.290771
	Iteration 36Q: 3 clusters Score -187313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -187316.250000 Penalty: 753.290771
	Iteration 37Q: 3 clusters Score -187316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -187317.468750 Penalty: 753.290771
	Iteration 38Q: 3 clusters Score -187317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -187318.531250 Penalty: 753.290771
	Iteration 39Q: 3 clusters Score -187318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -187318.546875 Penalty: 753.290771
	Iteration 40F: 3 clusters Score -187318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -187318.656250 Penalty: 753.290771
	Iteration 41Q: 3 clusters Score -187318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -187319.093750 Penalty: 753.290771
	Iteration 42Q: 3 clusters Score -187319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -187319.656250 Penalty: 753.290771
	Iteration 43Q: 3 clusters Score -187319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -187319.515625 Penalty: 753.290771
	Iteration 44Q: 3 clusters Score -187319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -187319.515625 Penalty: 753.290771
	Iteration 45F: 3 clusters Score -187319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -442147.625000 Penalty: 412.006561
	Iteration 0F: 2 clusters Score -442147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -436346.906250 Penalty: 824.013123
	Iteration 0F: 3 clusters Score -436346.9 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -438755.687500 Penalty: 824.013123
	Iteration 1F: 3 clusters Score -438755.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -439140.156250 Penalty: 824.013123
	Iteration 2F: 3 clusters Score -439140.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -439678.125000 Penalty: 824.013123
	Iteration 3F: 3 clusters Score -439678.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -440314.437500 Penalty: 824.013123
	Iteration 4F: 3 clusters Score -440314.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -440900.906250 Penalty: 824.013123
	Iteration 5F: 3 clusters Score -440900.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -441287.875000 Penalty: 824.013123
	Iteration 6F: 3 clusters Score -441287.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -441450.968750 Penalty: 824.013123
	Iteration 7Q: 3 clusters Score -441451 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -441521.687500 Penalty: 824.013123
	Iteration 8Q: 3 clusters Score -441521.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -441572.656250 Penalty: 824.013123
	Iteration 9Q: 3 clusters Score -441572.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -441603.500000 Penalty: 824.013123
	Iteration 10Q: 3 clusters Score -441603.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -441636.125000 Penalty: 824.013123
	Iteration 11Q: 3 clusters Score -441636.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -441662.218750 Penalty: 824.013123
	Iteration 12Q: 3 clusters Score -441662.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -441678.218750 Penalty: 824.013123
	Iteration 13Q: 3 clusters Score -441678.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -441689.125000 Penalty: 824.013123
	Iteration 14Q: 3 clusters Score -441689.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -441700.593750 Penalty: 824.013123
	Iteration 15Q: 3 clusters Score -441700.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -441713.000000 Penalty: 824.013123
	Iteration 16Q: 3 clusters Score -441713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -441726.250000 Penalty: 824.013123
	Iteration 17Q: 3 clusters Score -441726.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -441733.031250 Penalty: 824.013123
	Iteration 18Q: 3 clusters Score -441733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -441737.750000 Penalty: 824.013123
	Iteration 19Q: 3 clusters Score -441737.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -441746.343750 Penalty: 824.013123
	Iteration 20F: 3 clusters Score -441746.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -441751.406250 Penalty: 824.013123
	Iteration 21Q: 3 clusters Score -441751.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -441755.906250 Penalty: 824.013123
	Iteration 22Q: 3 clusters Score -441755.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -441761.812500 Penalty: 824.013123
	Iteration 23Q: 3 clusters Score -441761.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -441766.125000 Penalty: 824.013123
	Iteration 24Q: 3 clusters Score -441766.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -441773.062500 Penalty: 824.013123
	Iteration 25Q: 3 clusters Score -441773.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -441778.125000 Penalty: 824.013123
	Iteration 26Q: 3 clusters Score -441778.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -441782.593750 Penalty: 824.013123
	Iteration 27Q: 3 clusters Score -441782.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -441787.906250 Penalty: 824.013123
	Iteration 28Q: 3 clusters Score -441787.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -441790.968750 Penalty: 824.013123
	Iteration 29Q: 3 clusters Score -441791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -441795.187500 Penalty: 824.013123
	Iteration 30Q: 3 clusters Score -441795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -441798.281250 Penalty: 824.013123
	Iteration 31Q: 3 clusters Score -441798.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -441800.343750 Penalty: 824.013123
	Iteration 32Q: 3 clusters Score -441800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -441801.812500 Penalty: 824.013123
	Iteration 33Q: 3 clusters Score -441801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -441803.281250 Penalty: 824.013123
	Iteration 34Q: 3 clusters Score -441803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -441804.156250 Penalty: 824.013123
	Iteration 35Q: 3 clusters Score -441804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -441804.656250 Penalty: 824.013123
	Iteration 36Q: 3 clusters Score -441804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -441805.812500 Penalty: 824.013123
	Iteration 37Q: 3 clusters Score -441805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -441807.968750 Penalty: 824.013123
	Iteration 38Q: 3 clusters Score -441808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -441810.812500 Penalty: 824.013123
	Iteration 39Q: 3 clusters Score -441810.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -441814.250000 Penalty: 824.013123
	Iteration 40F: 3 clusters Score -441814.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -441816.531250 Penalty: 824.013123
	Iteration 41Q: 3 clusters Score -441816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -441818.562500 Penalty: 824.013123
	Iteration 42Q: 3 clusters Score -441818.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -441820.125000 Penalty: 824.013123
	Iteration 43Q: 3 clusters Score -441820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -441821.437500 Penalty: 824.013123
	Iteration 44Q: 3 clusters Score -441821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -441822.312500 Penalty: 824.013123
	Iteration 45Q: 3 clusters Score -441822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -441825.250000 Penalty: 824.013123
	Iteration 46Q: 3 clusters Score -441825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -441826.531250 Penalty: 824.013123
	Iteration 47Q: 3 clusters Score -441826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -441827.062500 Penalty: 824.013123
	Iteration 48Q: 3 clusters Score -441827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -441828.343750 Penalty: 824.013123
	Iteration 49Q: 3 clusters Score -441828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -441828.968750 Penalty: 824.013123
	Iteration 50Q: 3 clusters Score -441829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -441831.781250 Penalty: 824.013123
	Iteration 51Q: 3 clusters Score -441831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -441833.031250 Penalty: 824.013123
	Iteration 52Q: 3 clusters Score -441833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -441834.656250 Penalty: 824.013123
	Iteration 53Q: 3 clusters Score -441834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -441835.593750 Penalty: 824.013123
	Iteration 54Q: 3 clusters Score -441835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -441837.718750 Penalty: 824.013123
	Iteration 55Q: 3 clusters Score -441837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -441840.031250 Penalty: 824.013123
	Iteration 56Q: 3 clusters Score -441840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -441843.750000 Penalty: 824.013123
	Iteration 57Q: 3 clusters Score -441843.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -441848.156250 Penalty: 824.013123
	Iteration 58Q: 3 clusters Score -441848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -441850.750000 Penalty: 824.013123
	Iteration 59Q: 3 clusters Score -441850.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -441855.250000 Penalty: 824.013123
	Iteration 60F: 3 clusters Score -441855.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -441857.593750 Penalty: 824.013123
	Iteration 61Q: 3 clusters Score -441857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -441858.843750 Penalty: 824.013123
	Iteration 62Q: 3 clusters Score -441858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -441859.437500 Penalty: 824.013123
	Iteration 63Q: 3 clusters Score -441859.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -441860.750000 Penalty: 824.013123
	Iteration 64Q: 3 clusters Score -441860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -441861.625000 Penalty: 824.013123
	Iteration 65Q: 3 clusters Score -441861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -441862.093750 Penalty: 824.013123
	Iteration 66Q: 3 clusters Score -441862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -441863.468750 Penalty: 824.013123
	Iteration 67Q: 3 clusters Score -441863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -441863.281250 Penalty: 824.013123
	Iteration 68Q: 3 clusters Score -441863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -441864.437500 Penalty: 824.013123
	Iteration 69Q: 3 clusters Score -441864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -441864.906250 Penalty: 824.013123
	Iteration 70Q: 3 clusters Score -441864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -441865.000000 Penalty: 824.013123
	Iteration 71Q: 3 clusters Score -441865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -441865.937500 Penalty: 824.013123
	Iteration 72Q: 3 clusters Score -441865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -441865.968750 Penalty: 824.013123
	Iteration 73Q: 3 clusters Score -441866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -441866.218750 Penalty: 824.013123
	Iteration 74Q: 3 clusters Score -441866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -441866.875000 Penalty: 824.013123
	Iteration 75Q: 3 clusters Score -441866.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -441867.750000 Penalty: 824.013123
	Iteration 76Q: 3 clusters Score -441867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -441869.218750 Penalty: 824.013123
	Iteration 77Q: 3 clusters Score -441869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -441869.812500 Penalty: 824.013123
	Iteration 78Q: 3 clusters Score -441869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -441872.218750 Penalty: 824.013123
	Iteration 79Q: 3 clusters Score -441872.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -441875.468750 Penalty: 824.013123
	Iteration 80F: 3 clusters Score -441875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -441878.656250 Penalty: 824.013123
	Iteration 81Q: 3 clusters Score -441878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -441882.906250 Penalty: 824.013123
	Iteration 82Q: 3 clusters Score -441882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -441886.312500 Penalty: 824.013123
	Iteration 83Q: 3 clusters Score -441886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -441889.500000 Penalty: 824.013123
	Iteration 84Q: 3 clusters Score -441889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -441893.031250 Penalty: 824.013123
	Iteration 85Q: 3 clusters Score -441893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -441895.906250 Penalty: 824.013123
	Iteration 86Q: 3 clusters Score -441895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -441898.343750 Penalty: 824.013123
	Iteration 87Q: 3 clusters Score -441898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -441899.062500 Penalty: 824.013123
	Iteration 88Q: 3 clusters Score -441899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -441899.625000 Penalty: 824.013123
	Iteration 89Q: 3 clusters Score -441899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -441902.625000 Penalty: 824.013123
	Iteration 90Q: 3 clusters Score -441902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -441903.031250 Penalty: 824.013123
	Iteration 91Q: 3 clusters Score -441903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -441904.281250 Penalty: 824.013123
	Iteration 92Q: 3 clusters Score -441904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -441904.375000 Penalty: 824.013123
	Iteration 93Q: 3 clusters Score -441904.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -441908.718750 Penalty: 824.013123
	Iteration 94Q: 3 clusters Score -441908.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -441911.843750 Penalty: 824.013123
	Iteration 95Q: 3 clusters Score -441911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -441919.500000 Penalty: 824.013123
	Iteration 96Q: 3 clusters Score -441919.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -441925.593750 Penalty: 824.013123
	Iteration 97Q: 3 clusters Score -441925.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -441929.281250 Penalty: 824.013123
	Iteration 98Q: 3 clusters Score -441929.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -441931.781250 Penalty: 824.013123
	Iteration 99Q: 3 clusters Score -441931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -441934.437500 Penalty: 824.013123
	Iteration 100F: 3 clusters Score -441934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -441934.250000 Penalty: 824.013123
	Iteration 101Q: 3 clusters Score -441934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -441934.437500 Penalty: 824.013123
	Iteration 102Q: 3 clusters Score -441934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -441934.687500 Penalty: 824.013123
	Iteration 103Q: 3 clusters Score -441934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -441934.531250 Penalty: 824.013123
	Iteration 104Q: 3 clusters Score -441934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -441934.531250 Penalty: 824.013123
	Iteration 105F: 3 clusters Score -441934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Entering Unmasked Estep 
Score: -3251297.000000 Penalty: 503.404633
	Iteration 0F: 2 clusters Score -3251297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3208328.000000 Penalty: 1006.809265
	Iteration 0F: 3 clusters Score -3208328 nChanged 31077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3227408.000000 Penalty: 1006.809265
	Iteration 1F: 3 clusters Score -3227408 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3228453.750000 Penalty: 1006.809265
	Iteration 2Q: 3 clusters Score -3228454 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3230186.500000 Penalty: 1006.809265
	Iteration 3F: 3 clusters Score -3230186 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3233035.250000 Penalty: 1006.809265
	Iteration 4F: 3 clusters Score -3233035 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3237003.250000 Penalty: 1006.809265
	Iteration 5F: 3 clusters Score -3237003 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3241444.000000 Penalty: 1006.809265
	Iteration 6F: 3 clusters Score -3241444 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3244913.500000 Penalty: 1006.809265
	Iteration 7F: 3 clusters Score -3244914 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3246709.000000 Penalty: 1006.809265
	Iteration 8Q: 3 clusters Score -3246709 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3247760.750000 Penalty: 1006.809265
	Iteration 9Q: 3 clusters Score -3247761 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3248451.500000 Penalty: 1006.809265
	Iteration 10Q: 3 clusters Score -3248452 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3249030.000000 Penalty: 1006.809265
	Iteration 11Q: 3 clusters Score -3249030 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3249458.750000 Penalty: 1006.809265
	Iteration 12Q: 3 clusters Score -3249459 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3249784.500000 Penalty: 1006.809265
	Iteration 13Q: 3 clusters Score -3249784 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3250008.500000 Penalty: 1006.809265
	Iteration 14Q: 3 clusters Score -3250008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3250151.750000 Penalty: 1006.809265
	Iteration 15Q: 3 clusters Score -3250152 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3250294.250000 Penalty: 1006.809265
	Iteration 16Q: 3 clusters Score -3250294 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3250406.000000 Penalty: 1006.809265
	Iteration 17Q: 3 clusters Score -3250406 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3250497.500000 Penalty: 1006.809265
	Iteration 18Q: 3 clusters Score -3250498 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3250561.250000 Penalty: 1006.809265
	Iteration 19Q: 3 clusters Score -3250561 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3250622.500000 Penalty: 1006.809265
	Iteration 20F: 3 clusters Score -3250622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3250670.500000 Penalty: 1006.809265
	Iteration 21Q: 3 clusters Score -3250670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3250723.250000 Penalty: 1006.809265
	Iteration 22Q: 3 clusters Score -3250723 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3250764.250000 Penalty: 1006.809265
	Iteration 23Q: 3 clusters Score -3250764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3250804.500000 Penalty: 1006.809265
	Iteration 24Q: 3 clusters Score -3250804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3250830.750000 Penalty: 1006.809265
	Iteration 25Q: 3 clusters Score -3250831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3250857.750000 Penalty: 1006.809265
	Iteration 26Q: 3 clusters Score -3250858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3250869.000000 Penalty: 1006.809265
	Iteration 27Q: 3 clusters Score -3250869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3250895.250000 Penalty: 1006.809265
	Iteration 28Q: 3 clusters Score -3250895 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3250909.750000 Penalty: 1006.809265
	Iteration 29Q: 3 clusters Score -3250910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3250930.750000 Penalty: 1006.809265
	Iteration 30Q: 3 clusters Score -3250931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3250952.750000 Penalty: 1006.809265
	Iteration 31Q: 3 clusters Score -3250953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3250969.750000 Penalty: 1006.809265
	Iteration 32Q: 3 clusters Score -3250970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3250974.000000 Penalty: 1006.809265
	Iteration 33Q: 3 clusters Score -3250974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3250982.750000 Penalty: 1006.809265
	Iteration 34Q: 3 clusters Score -3250983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3250979.500000 Penalty: 1006.809265
	Iteration 35Q: 3 clusters Score -3250980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3250979.000000 Penalty: 1006.809265
	Iteration 36Q: 3 clusters Score -3250979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3250990.000000 Penalty: 1006.809265
	Iteration 37Q: 3 clusters Score -3250990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3250989.000000 Penalty: 1006.809265
	Iteration 38Q: 3 clusters Score -3250989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3250999.000000 Penalty: 1006.809265
	Iteration 39Q: 3 clusters Score -3250999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3251004.250000 Penalty: 1006.809265
	Iteration 40F: 3 clusters Score -3251004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3251011.500000 Penalty: 1006.809265
	Iteration 41Q: 3 clusters Score -3251012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3251015.000000 Penalty: 1006.809265
	Iteration 42Q: 3 clusters Score -3251015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3251019.500000 Penalty: 1006.809265
	Iteration 43Q: 3 clusters Score -3251020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3251020.500000 Penalty: 1006.809265
	Iteration 44Q: 3 clusters Score -3251020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3251025.500000 Penalty: 1006.809265
	Iteration 45Q: 3 clusters Score -3251026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3251028.000000 Penalty: 1006.809265
	Iteration 46Q: 3 clusters Score -3251028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3251038.250000 Penalty: 1006.809265
	Iteration 47Q: 3 clusters Score -3251038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3251035.500000 Penalty: 1006.809265
	Iteration 48Q: 3 clusters Score -3251036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3251038.750000 Penalty: 1006.809265
	Iteration 49Q: 3 clusters Score -3251039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3251038.500000 Penalty: 1006.809265
	Iteration 50Q: 3 clusters Score -3251038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3251043.000000 Penalty: 1006.809265
	Iteration 51Q: 3 clusters Score -3251043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3251041.250000 Penalty: 1006.809265
	Iteration 52Q: 3 clusters Score -3251041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3251047.250000 Penalty: 1006.809265
	Iteration 53Q: 3 clusters Score -3251047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3251049.000000 Penalty: 1006.809265
	Iteration 54Q: 3 clusters Score -3251049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3251047.250000 Penalty: 1006.809265
	Iteration 55Q: 3 clusters Score -3251047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3251047.750000 Penalty: 1006.809265
	Iteration 56Q: 3 clusters Score -3251048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3251051.500000 Penalty: 1006.809265
	Iteration 57Q: 3 clusters Score -3251052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3251053.000000 Penalty: 1006.809265
	Iteration 58Q: 3 clusters Score -3251053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3251052.000000 Penalty: 1006.809265
	Iteration 59Q: 3 clusters Score -3251052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3251053.000000 Penalty: 1006.809265
	Iteration 60F: 3 clusters Score -3251053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3251052.750000 Penalty: 1006.809265
	Iteration 61Q: 3 clusters Score -3251053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3251053.250000 Penalty: 1006.809265
	Iteration 62Q: 3 clusters Score -3251053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3251054.000000 Penalty: 1006.809265
	Iteration 63Q: 3 clusters Score -3251054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3251052.750000 Penalty: 1006.809265
	Iteration 64Q: 3 clusters Score -3251053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3251054.500000 Penalty: 1006.809265
	Iteration 65Q: 3 clusters Score -3251054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3251052.000000 Penalty: 1006.809265
	Iteration 66Q: 3 clusters Score -3251052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3251051.000000 Penalty: 1006.809265
	Iteration 67Q: 3 clusters Score -3251051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3251050.750000 Penalty: 1006.809265
	Iteration 68Q: 3 clusters Score -3251051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3251050.750000 Penalty: 1006.809265
	Iteration 69F: 3 clusters Score -3251051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -10681.039062 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -10681.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10355.276367 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -10355.28 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10479.802734 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -10479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10519.503906 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -10519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10526.836914 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -10526.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10539.331055 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -10539.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10547.281250 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -10547.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10553.439453 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -10553.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10566.305664 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -10566.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10570.074219 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -10570.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10570.074219 Penalty: 499.868591
	Iteration 9F: 3 clusters Score -10570.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Entering Unmasked Estep 
Score: -98202.101562 Penalty: 346.585663
	Iteration 0F: 2 clusters Score -98202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -96730.234375 Penalty: 693.171326
	Iteration 0F: 3 clusters Score -96730.23 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -97274.195312 Penalty: 693.171326
	Iteration 1F: 3 clusters Score -97274.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -97408.585938 Penalty: 693.171326
	Iteration 2F: 3 clusters Score -97408.59 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -97534.617188 Penalty: 693.171326
	Iteration 3F: 3 clusters Score -97534.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -97643.304688 Penalty: 693.171326
	Iteration 4F: 3 clusters Score -97643.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97708.648438 Penalty: 693.171326
	Iteration 5Q: 3 clusters Score -97708.65 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -97763.351562 Penalty: 693.171326
	Iteration 6Q: 3 clusters Score -97763.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -97810.765625 Penalty: 693.171326
	Iteration 7Q: 3 clusters Score -97810.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -97831.109375 Penalty: 693.171326
	Iteration 8Q: 3 clusters Score -97831.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -97842.414062 Penalty: 693.171326
	Iteration 9Q: 3 clusters Score -97842.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -97847.507812 Penalty: 693.171326
	Iteration 10Q: 3 clusters Score -97847.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -97850.890625 Penalty: 693.171326
	Iteration 11Q: 3 clusters Score -97850.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -97855.382812 Penalty: 693.171326
	Iteration 12Q: 3 clusters Score -97855.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -97858.820312 Penalty: 693.171326
	Iteration 13Q: 3 clusters Score -97858.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -97861.968750 Penalty: 693.171326
	Iteration 14Q: 3 clusters Score -97861.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -97865.367188 Penalty: 693.171326
	Iteration 15Q: 3 clusters Score -97865.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -97867.773438 Penalty: 693.171326
	Iteration 16Q: 3 clusters Score -97867.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -97869.625000 Penalty: 693.171326
	Iteration 17Q: 3 clusters Score -97869.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -97870.640625 Penalty: 693.171326
	Iteration 18Q: 3 clusters Score -97870.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -97871.023438 Penalty: 693.171326
	Iteration 19Q: 3 clusters Score -97871.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -97871.765625 Penalty: 693.171326
	Iteration 20F: 3 clusters Score -97871.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -97872.671875 Penalty: 693.171326
	Iteration 21Q: 3 clusters Score -97872.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -97874.171875 Penalty: 693.171326
	Iteration 22Q: 3 clusters Score -97874.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -97875.218750 Penalty: 693.171326
	Iteration 23Q: 3 clusters Score -97875.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -97876.398438 Penalty: 693.171326
	Iteration 24Q: 3 clusters Score -97876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -97876.789062 Penalty: 693.171326
	Iteration 25Q: 3 clusters Score -97876.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -97877.453125 Penalty: 693.171326
	Iteration 26Q: 3 clusters Score -97877.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -97877.625000 Penalty: 693.171326
	Iteration 27Q: 3 clusters Score -97877.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -97877.914062 Penalty: 693.171326
	Iteration 28Q: 3 clusters Score -97877.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -97877.914062 Penalty: 693.171326
	Iteration 29F: 3 clusters Score -97877.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -192699.812500 Penalty: 379.718201
	Iteration 0F: 2 clusters Score -192699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -189818.343750 Penalty: 759.436401
	Iteration 0F: 3 clusters Score -189818.3 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -190854.640625 Penalty: 759.436401
	Iteration 1F: 3 clusters Score -190854.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -190987.109375 Penalty: 759.436401
	Iteration 2F: 3 clusters Score -190987.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -191113.968750 Penalty: 759.436401
	Iteration 3F: 3 clusters Score -191114 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -191236.062500 Penalty: 759.436401
	Iteration 4Q: 3 clusters Score -191236.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -191355.875000 Penalty: 759.436401
	Iteration 5Q: 3 clusters Score -191355.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -191520.968750 Penalty: 759.436401
	Iteration 6F: 3 clusters Score -191521 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191720.375000 Penalty: 759.436401
	Iteration 7F: 3 clusters Score -191720.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -191874.093750 Penalty: 759.436401
	Iteration 8Q: 3 clusters Score -191874.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -191996.109375 Penalty: 759.436401
	Iteration 9Q: 3 clusters Score -191996.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -192089.156250 Penalty: 759.436401
	Iteration 10Q: 3 clusters Score -192089.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -192159.140625 Penalty: 759.436401
	Iteration 11Q: 3 clusters Score -192159.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -192207.046875 Penalty: 759.436401
	Iteration 12Q: 3 clusters Score -192207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -192263.312500 Penalty: 759.436401
	Iteration 13Q: 3 clusters Score -192263.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -192299.750000 Penalty: 759.436401
	Iteration 14Q: 3 clusters Score -192299.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -192338.843750 Penalty: 759.436401
	Iteration 15Q: 3 clusters Score -192338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -192352.093750 Penalty: 759.436401
	Iteration 16Q: 3 clusters Score -192352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -192359.421875 Penalty: 759.436401
	Iteration 17Q: 3 clusters Score -192359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -192366.125000 Penalty: 759.436401
	Iteration 18Q: 3 clusters Score -192366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -192368.000000 Penalty: 759.436401
	Iteration 19Q: 3 clusters Score -192368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -192367.718750 Penalty: 759.436401
	Iteration 20F: 3 clusters Score -192367.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 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 362 members 
Entering Unmasked Estep 
Score: -34067.589844 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34067.59 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34245.773438 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34245.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34283.750000 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34283.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34306.910156 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -34306.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34328.773438 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34328.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34343.246094 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34343.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34350.511719 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34350.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34354.597656 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34358.988281 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34358.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34360.894531 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34360.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34363.910156 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34363.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34366.296875 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34371.328125 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34371.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34375.828125 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34375.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34378.656250 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34378.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34383.101562 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34386.441406 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34386.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34387.707031 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34387.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34388.605469 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34388.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34389.144531 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34389.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34389.394531 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34389.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34389.574219 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34389.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34390.683594 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -34390.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34391.093750 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -34391.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34392.101562 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -34392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34394.390625 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -34394.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34396.437500 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -34396.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34398.285156 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -34398.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34399.261719 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -34399.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34400.863281 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -34400.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34402.832031 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -34402.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34406.726562 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -34406.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34408.136719 Penalty: 600.588257
	Iteration 32Q: 3 clusters Score -34408.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34408.679688 Penalty: 600.588257
	Iteration 33Q: 3 clusters Score -34408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34408.914062 Penalty: 600.588257
	Iteration 34Q: 3 clusters Score -34408.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34408.914062 Penalty: 600.588257
	Iteration 35F: 3 clusters Score -34408.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -686521.750000 Penalty: 431.754425
	Iteration 0F: 2 clusters Score -686521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -677776.312500 Penalty: 863.508850
	Iteration 0F: 3 clusters Score -677776.3 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -681271.937500 Penalty: 863.508850
	Iteration 1F: 3 clusters Score -681271.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -681464.875000 Penalty: 863.508850
	Iteration 2Q: 3 clusters Score -681464.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -681684.812500 Penalty: 863.508850
	Iteration 3Q: 3 clusters Score -681684.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -681962.687500 Penalty: 863.508850
	Iteration 4Q: 3 clusters Score -681962.7 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -682339.937500 Penalty: 863.508850
	Iteration 5F: 3 clusters Score -682339.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -682960.375000 Penalty: 863.508850
	Iteration 6F: 3 clusters Score -682960.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -683906.812500 Penalty: 863.508850
	Iteration 7F: 3 clusters Score -683906.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -684937.687500 Penalty: 863.508850
	Iteration 8F: 3 clusters Score -684937.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -685683.875000 Penalty: 863.508850
	Iteration 9F: 3 clusters Score -685683.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -685994.875000 Penalty: 863.508850
	Iteration 10Q: 3 clusters Score -685994.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -686115.062500 Penalty: 863.508850
	Iteration 11Q: 3 clusters Score -686115.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -686174.250000 Penalty: 863.508850
	Iteration 12Q: 3 clusters Score -686174.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -686214.000000 Penalty: 863.508850
	Iteration 13Q: 3 clusters Score -686214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -686247.062500 Penalty: 863.508850
	Iteration 14Q: 3 clusters Score -686247.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -686269.812500 Penalty: 863.508850
	Iteration 15Q: 3 clusters Score -686269.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -686286.062500 Penalty: 863.508850
	Iteration 16Q: 3 clusters Score -686286.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -686305.500000 Penalty: 863.508850
	Iteration 17Q: 3 clusters Score -686305.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -686319.687500 Penalty: 863.508850
	Iteration 18Q: 3 clusters Score -686319.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -686327.437500 Penalty: 863.508850
	Iteration 19Q: 3 clusters Score -686327.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -686333.437500 Penalty: 863.508850
	Iteration 20F: 3 clusters Score -686333.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -686338.875000 Penalty: 863.508850
	Iteration 21Q: 3 clusters Score -686338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -686342.062500 Penalty: 863.508850
	Iteration 22Q: 3 clusters Score -686342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -686343.312500 Penalty: 863.508850
	Iteration 23Q: 3 clusters Score -686343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -686345.187500 Penalty: 863.508850
	Iteration 24Q: 3 clusters Score -686345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -686344.187500 Penalty: 863.508850
	Iteration 25Q: 3 clusters Score -686344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -686343.687500 Penalty: 863.508850
	Iteration 26Q: 3 clusters Score -686343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -686344.187500 Penalty: 863.508850
	Iteration 27Q: 3 clusters Score -686344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -686343.500000 Penalty: 863.508850
	Iteration 28Q: 3 clusters Score -686343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -686346.000000 Penalty: 863.508850
	Iteration 29Q: 3 clusters Score -686346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -686346.500000 Penalty: 863.508850
	Iteration 30Q: 3 clusters Score -686346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -686345.937500 Penalty: 863.508850
	Iteration 31Q: 3 clusters Score -686345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -686345.812500 Penalty: 863.508850
	Iteration 32Q: 3 clusters Score -686345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -686345.875000 Penalty: 863.508850
	Iteration 33Q: 3 clusters Score -686345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -686346.375000 Penalty: 863.508850
	Iteration 34Q: 3 clusters Score -686346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -686346.375000 Penalty: 863.508850
	Iteration 35Q: 3 clusters Score -686346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -686346.875000 Penalty: 863.508850
	Iteration 36Q: 3 clusters Score -686346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -686347.312500 Penalty: 863.508850
	Iteration 37Q: 3 clusters Score -686347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -686346.937500 Penalty: 863.508850
	Iteration 38Q: 3 clusters Score -686346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -686346.937500 Penalty: 863.508850
	Iteration 39F: 3 clusters Score -686346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 391 members 
Entering Unmasked Estep 
Score: -35816.160156 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35816.16 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36002.125000 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -36002.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -36049.214844 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36049.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36092.359375 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -36092.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36123.539062 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36123.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36140.496094 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36140.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36150.773438 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36150.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36156.359375 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36156.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36159.300781 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36161.410156 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36161.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36163.648438 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36163.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36165.882812 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36165.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36166.457031 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36166.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36166.539062 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36166.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36166.539062 Penalty: 605.527893
	Iteration 14F: 3 clusters Score -36166.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -168420.015625 Penalty: 369.904297
	Iteration 0F: 2 clusters Score -168420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -166036.687500 Penalty: 739.808594
	Iteration 0F: 3 clusters Score -166036.7 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -166904.609375 Penalty: 739.808594
	Iteration 1F: 3 clusters Score -166904.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166971.625000 Penalty: 739.808594
	Iteration 2F: 3 clusters Score -166971.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -167017.187500 Penalty: 739.808594
	Iteration 3Q: 3 clusters Score -167017.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -167053.031250 Penalty: 739.808594
	Iteration 4Q: 3 clusters Score -167053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -167097.953125 Penalty: 739.808594
	Iteration 5Q: 3 clusters Score -167098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -167165.015625 Penalty: 739.808594
	Iteration 6Q: 3 clusters Score -167165 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167269.812500 Penalty: 739.808594
	Iteration 7Q: 3 clusters Score -167269.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -167432.750000 Penalty: 739.808594
	Iteration 8Q: 3 clusters Score -167432.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -167621.687500 Penalty: 739.808594
	Iteration 9F: 3 clusters Score -167621.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -167778.468750 Penalty: 739.808594
	Iteration 10F: 3 clusters Score -167778.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167882.093750 Penalty: 739.808594
	Iteration 11Q: 3 clusters Score -167882.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -167940.828125 Penalty: 739.808594
	Iteration 12Q: 3 clusters Score -167940.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -167973.578125 Penalty: 739.808594
	Iteration 13Q: 3 clusters Score -167973.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -167991.062500 Penalty: 739.808594
	Iteration 14Q: 3 clusters Score -167991.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -168003.718750 Penalty: 739.808594
	Iteration 15Q: 3 clusters Score -168003.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -168011.546875 Penalty: 739.808594
	Iteration 16Q: 3 clusters Score -168011.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -168015.312500 Penalty: 739.808594
	Iteration 17Q: 3 clusters Score -168015.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -168018.515625 Penalty: 739.808594
	Iteration 18Q: 3 clusters Score -168018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -168020.859375 Penalty: 739.808594
	Iteration 19Q: 3 clusters Score -168020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -168023.625000 Penalty: 739.808594
	Iteration 20F: 3 clusters Score -168023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -168025.296875 Penalty: 739.808594
	Iteration 21Q: 3 clusters Score -168025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -168026.734375 Penalty: 739.808594
	Iteration 22Q: 3 clusters Score -168026.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -168027.125000 Penalty: 739.808594
	Iteration 23Q: 3 clusters Score -168027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -168027.265625 Penalty: 739.808594
	Iteration 24Q: 3 clusters Score -168027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -168027.625000 Penalty: 739.808594
	Iteration 25Q: 3 clusters Score -168027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -168028.828125 Penalty: 739.808594
	Iteration 26Q: 3 clusters Score -168028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -168029.390625 Penalty: 739.808594
	Iteration 27Q: 3 clusters Score -168029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -168029.593750 Penalty: 739.808594
	Iteration 28Q: 3 clusters Score -168029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -168029.687500 Penalty: 739.808594
	Iteration 29Q: 3 clusters Score -168029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -168029.843750 Penalty: 739.808594
	Iteration 30Q: 3 clusters Score -168029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -168030.125000 Penalty: 739.808594
	Iteration 31Q: 3 clusters Score -168030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -168030.687500 Penalty: 739.808594
	Iteration 32Q: 3 clusters Score -168030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -168030.687500 Penalty: 739.808594
	Iteration 33F: 3 clusters Score -168030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -6783.923340 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -6783.923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6539.404785 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -6539.405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6590.538574 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -6590.539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6597.351074 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -6597.351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6600.826172 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -6600.826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6602.462402 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -6602.462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6606.086426 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -6606.086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6606.943848 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -6606.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6606.943848 Penalty: 460.696136
	Iteration 7F: 3 clusters Score -6606.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (340541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340541 members 
Entering Unmasked Estep 
Score: -16533862.000000 Penalty: 579.592224
	Iteration 0F: 2 clusters Score -1.653386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170574 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -16325023.000000 Penalty: 1159.184448
	Iteration 0F: 3 clusters Score -1.632502e+07 nChanged 168258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178114 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -16428556.000000 Penalty: 1159.184448
	Iteration 1F: 3 clusters Score -1.642856e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183047 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -16432914.000000 Penalty: 1159.184448
	Iteration 2Q: 3 clusters Score -1.643291e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 149966 members 
Entering Unmasked Estep 
Score: -16439847.000000 Penalty: 1159.184448
	Iteration 3Q: 3 clusters Score -1.643985e+07 nChanged 19202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201409 members 
Mstep: Class 2 contains 139132 members 
Entering Unmasked Estep 
Score: -16452262.000000 Penalty: 1159.184448
	Iteration 4F: 3 clusters Score -1.645226e+07 nChanged 22316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213323 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -16469265.000000 Penalty: 1159.184448
	Iteration 5F: 3 clusters Score -1.646926e+07 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222555 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -16486191.000000 Penalty: 1159.184448
	Iteration 6F: 3 clusters Score -1.648619e+07 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227478 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -16495486.000000 Penalty: 1159.184448
	Iteration 7F: 3 clusters Score -1.649549e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229957 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -16498307.000000 Penalty: 1159.184448
	Iteration 8Q: 3 clusters Score -1.649831e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232083 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -16499111.000000 Penalty: 1159.184448
	Iteration 9Q: 3 clusters Score -1.649911e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234082 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -16499607.000000 Penalty: 1159.184448
	Iteration 10Q: 3 clusters Score -1.649961e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236059 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -16499909.000000 Penalty: 1159.184448
	Iteration 11Q: 3 clusters Score -1.649991e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237960 members 
Mstep: Class 2 contains 102581 members 
Entering Unmasked Estep 
Score: -16500179.000000 Penalty: 1159.184448
	Iteration 12Q: 3 clusters Score -1.650018e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239739 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -16500313.000000 Penalty: 1159.184448
	Iteration 13Q: 3 clusters Score -1.650031e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241341 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -16500579.000000 Penalty: 1159.184448
	Iteration 14Q: 3 clusters Score -1.650058e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242842 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -16500768.000000 Penalty: 1159.184448
	Iteration 15Q: 3 clusters Score -1.650077e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244237 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -16500903.000000 Penalty: 1159.184448
	Iteration 16Q: 3 clusters Score -1.65009e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245552 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -16501148.000000 Penalty: 1159.184448
	Iteration 17Q: 3 clusters Score -1.650115e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246845 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -16501337.000000 Penalty: 1159.184448
	Iteration 18Q: 3 clusters Score -1.650134e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248146 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -16501525.000000 Penalty: 1159.184448
	Iteration 19Q: 3 clusters Score -1.650152e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249408 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -16501527.000000 Penalty: 1159.184448
	Iteration 20F: 3 clusters Score -1.650153e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250575 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -16501696.000000 Penalty: 1159.184448
	Iteration 21Q: 3 clusters Score -1.65017e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251791 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -16501753.000000 Penalty: 1159.184448
	Iteration 22Q: 3 clusters Score -1.650175e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252967 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -16501920.000000 Penalty: 1159.184448
	Iteration 23Q: 3 clusters Score -1.650192e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254128 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -16502007.000000 Penalty: 1159.184448
	Iteration 24Q: 3 clusters Score -1.650201e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255246 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -16502061.000000 Penalty: 1159.184448
	Iteration 25Q: 3 clusters Score -1.650206e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256279 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -16502146.000000 Penalty: 1159.184448
	Iteration 26Q: 3 clusters Score -1.650215e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257290 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -16502292.000000 Penalty: 1159.184448
	Iteration 27Q: 3 clusters Score -1.650229e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258319 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -16502308.000000 Penalty: 1159.184448
	Iteration 28Q: 3 clusters Score -1.650231e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259307 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -16502289.000000 Penalty: 1159.184448
	Iteration 29Q: 3 clusters Score -1.650229e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260225 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -16502222.000000 Penalty: 1159.184448
	Iteration 30Q: 3 clusters Score -1.650222e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261052 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -16502196.000000 Penalty: 1159.184448
	Iteration 31Q: 3 clusters Score -1.65022e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261855 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -16502211.000000 Penalty: 1159.184448
	Iteration 32Q: 3 clusters Score -1.650221e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262533 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -16502219.000000 Penalty: 1159.184448
	Iteration 33Q: 3 clusters Score -1.650222e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263140 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -16502129.000000 Penalty: 1159.184448
	Iteration 34Q: 3 clusters Score -1.650213e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263691 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -16501985.000000 Penalty: 1159.184448
	Iteration 35Q: 3 clusters Score -1.650198e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264226 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -16501914.000000 Penalty: 1159.184448
	Iteration 36Q: 3 clusters Score -1.650191e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264683 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -16501962.000000 Penalty: 1159.184448
	Iteration 37Q: 3 clusters Score -1.650196e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265087 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -16501914.000000 Penalty: 1159.184448
	Iteration 38Q: 3 clusters Score -1.650191e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265389 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -16501736.000000 Penalty: 1159.184448
	Iteration 39Q: 3 clusters Score -1.650174e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265608 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -16501738.000000 Penalty: 1159.184448
	Iteration 40F: 3 clusters Score -1.650174e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265737 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -16501699.000000 Penalty: 1159.184448
	Iteration 41Q: 3 clusters Score -1.65017e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265828 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -16501563.000000 Penalty: 1159.184448
	Iteration 42Q: 3 clusters Score -1.650156e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265894 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -16501448.000000 Penalty: 1159.184448
	Iteration 43Q: 3 clusters Score -1.650145e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265915 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -16501369.000000 Penalty: 1159.184448
	Iteration 44Q: 3 clusters Score -1.650137e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265816 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -16501337.000000 Penalty: 1159.184448
	Iteration 45Q: 3 clusters Score -1.650134e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265708 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -16501191.000000 Penalty: 1159.184448
	Iteration 46Q: 3 clusters Score -1.650119e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265584 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -16501108.000000 Penalty: 1159.184448
	Iteration 47Q: 3 clusters Score -1.650111e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265395 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -16501055.000000 Penalty: 1159.184448
	Iteration 48Q: 3 clusters Score -1.650106e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265150 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -16500997.000000 Penalty: 1159.184448
	Iteration 49Q: 3 clusters Score -1.6501e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264874 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -16500960.000000 Penalty: 1159.184448
	Iteration 50Q: 3 clusters Score -1.650096e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264535 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -16500840.000000 Penalty: 1159.184448
	Iteration 51Q: 3 clusters Score -1.650084e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264171 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -16500771.000000 Penalty: 1159.184448
	Iteration 52Q: 3 clusters Score -1.650077e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263805 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -16500754.000000 Penalty: 1159.184448
	Iteration 53Q: 3 clusters Score -1.650075e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263406 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -16500661.000000 Penalty: 1159.184448
	Iteration 54Q: 3 clusters Score -1.650066e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263017 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -16500633.000000 Penalty: 1159.184448
	Iteration 55Q: 3 clusters Score -1.650063e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262600 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -16500454.000000 Penalty: 1159.184448
	Iteration 56Q: 3 clusters Score -1.650045e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262172 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -16500435.000000 Penalty: 1159.184448
	Iteration 57Q: 3 clusters Score -1.650044e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261731 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -16500425.000000 Penalty: 1159.184448
	Iteration 58Q: 3 clusters Score -1.650042e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261257 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -16500321.000000 Penalty: 1159.184448
	Iteration 59Q: 3 clusters Score -1.650032e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260758 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -16500169.000000 Penalty: 1159.184448
	Iteration 60F: 3 clusters Score -1.650017e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260248 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -16500220.000000 Penalty: 1159.184448
	Iteration 61Q: 3 clusters Score -1.650022e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259734 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -16500204.000000 Penalty: 1159.184448
	Iteration 62Q: 3 clusters Score -1.65002e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259166 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -16500120.000000 Penalty: 1159.184448
	Iteration 63Q: 3 clusters Score -1.650012e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258576 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -16500107.000000 Penalty: 1159.184448
	Iteration 64Q: 3 clusters Score -1.650011e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257947 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -16500074.000000 Penalty: 1159.184448
	Iteration 65Q: 3 clusters Score -1.650007e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257284 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -16500015.000000 Penalty: 1159.184448
	Iteration 66Q: 3 clusters Score -1.650002e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256648 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -16499871.000000 Penalty: 1159.184448
	Iteration 67Q: 3 clusters Score -1.649987e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255896 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -16499634.000000 Penalty: 1159.184448
	Iteration 68Q: 3 clusters Score -1.649963e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255132 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -16499458.000000 Penalty: 1159.184448
	Iteration 69Q: 3 clusters Score -1.649946e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254322 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -16499327.000000 Penalty: 1159.184448
	Iteration 70Q: 3 clusters Score -1.649933e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253510 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -16499197.000000 Penalty: 1159.184448
	Iteration 71Q: 3 clusters Score -1.64992e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252655 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -16498992.000000 Penalty: 1159.184448
	Iteration 72Q: 3 clusters Score -1.649899e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251710 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -16498809.000000 Penalty: 1159.184448
	Iteration 73Q: 3 clusters Score -1.649881e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250712 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -16498635.000000 Penalty: 1159.184448
	Iteration 74Q: 3 clusters Score -1.649864e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249665 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -16498561.000000 Penalty: 1159.184448
	Iteration 75Q: 3 clusters Score -1.649856e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248536 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -16498379.000000 Penalty: 1159.184448
	Iteration 76Q: 3 clusters Score -1.649838e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247316 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -16498175.000000 Penalty: 1159.184448
	Iteration 77Q: 3 clusters Score -1.649818e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246032 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -16497827.000000 Penalty: 1159.184448
	Iteration 78Q: 3 clusters Score -1.649783e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244642 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -16497506.000000 Penalty: 1159.184448
	Iteration 79Q: 3 clusters Score -1.649751e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243161 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -16497208.000000 Penalty: 1159.184448
	Iteration 80F: 3 clusters Score -1.649721e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241618 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -16497103.000000 Penalty: 1159.184448
	Iteration 81Q: 3 clusters Score -1.64971e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240028 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -16496906.000000 Penalty: 1159.184448
	Iteration 82Q: 3 clusters Score -1.649691e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238491 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -16496865.000000 Penalty: 1159.184448
	Iteration 83Q: 3 clusters Score -1.649686e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236983 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -16496891.000000 Penalty: 1159.184448
	Iteration 84Q: 3 clusters Score -1.649689e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235578 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -16496683.000000 Penalty: 1159.184448
	Iteration 85Q: 3 clusters Score -1.649668e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234063 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -16496444.000000 Penalty: 1159.184448
	Iteration 86Q: 3 clusters Score -1.649644e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232514 members 
Mstep: Class 2 contains 108027 members 
Entering Unmasked Estep 
Score: -16496098.000000 Penalty: 1159.184448
	Iteration 87Q: 3 clusters Score -1.64961e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230751 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -16495802.000000 Penalty: 1159.184448
	Iteration 88Q: 3 clusters Score -1.64958e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228840 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -16495510.000000 Penalty: 1159.184448
	Iteration 89Q: 3 clusters Score -1.649551e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226862 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -16495198.000000 Penalty: 1159.184448
	Iteration 90Q: 3 clusters Score -1.64952e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224737 members 
Mstep: Class 2 contains 115804 members 
Entering Unmasked Estep 
Score: -16494816.000000 Penalty: 1159.184448
	Iteration 91Q: 3 clusters Score -1.649482e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222541 members 
Mstep: Class 2 contains 118000 members 
Entering Unmasked Estep 
Score: -16494700.000000 Penalty: 1159.184448
	Iteration 92Q: 3 clusters Score -1.64947e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220237 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -16494552.000000 Penalty: 1159.184448
	Iteration 93Q: 3 clusters Score -1.649455e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217910 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -16494473.000000 Penalty: 1159.184448
	Iteration 94Q: 3 clusters Score -1.649447e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215457 members 
Mstep: Class 2 contains 125084 members 
Entering Unmasked Estep 
Score: -16494338.000000 Penalty: 1159.184448
	Iteration 95Q: 3 clusters Score -1.649434e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213121 members 
Mstep: Class 2 contains 127420 members 
Entering Unmasked Estep 
Score: -16494230.000000 Penalty: 1159.184448
	Iteration 96Q: 3 clusters Score -1.649423e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210731 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -16494084.000000 Penalty: 1159.184448
	Iteration 97Q: 3 clusters Score -1.649408e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208293 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -16494056.000000 Penalty: 1159.184448
	Iteration 98Q: 3 clusters Score -1.649406e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205872 members 
Mstep: Class 2 contains 134669 members 
Entering Unmasked Estep 
Score: -16494101.000000 Penalty: 1159.184448
	Iteration 99Q: 3 clusters Score -1.64941e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203419 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -16494209.000000 Penalty: 1159.184448
	Iteration 100F: 3 clusters Score -1.649421e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201214 members 
Mstep: Class 2 contains 139327 members 
Entering Unmasked Estep 
Score: -16494106.000000 Penalty: 1159.184448
	Iteration 101Q: 3 clusters Score -1.649411e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199037 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -16494121.000000 Penalty: 1159.184448
	Iteration 102Q: 3 clusters Score -1.649412e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196960 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -16494140.000000 Penalty: 1159.184448
	Iteration 103Q: 3 clusters Score -1.649414e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -16494108.000000 Penalty: 1159.184448
	Iteration 104Q: 3 clusters Score -1.649411e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193092 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -16494126.000000 Penalty: 1159.184448
	Iteration 105Q: 3 clusters Score -1.649413e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -16494133.000000 Penalty: 1159.184448
	Iteration 106Q: 3 clusters Score -1.649413e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189828 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -16494267.000000 Penalty: 1159.184448
	Iteration 107Q: 3 clusters Score -1.649427e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -16494291.000000 Penalty: 1159.184448
	Iteration 108Q: 3 clusters Score -1.649429e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -16494282.000000 Penalty: 1159.184448
	Iteration 109Q: 3 clusters Score -1.649428e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -16494406.000000 Penalty: 1159.184448
	Iteration 110Q: 3 clusters Score -1.649441e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184058 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -16494422.000000 Penalty: 1159.184448
	Iteration 111Q: 3 clusters Score -1.649442e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -16494431.000000 Penalty: 1159.184448
	Iteration 112Q: 3 clusters Score -1.649443e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 159400 members 
Entering Unmasked Estep 
Score: -16494453.000000 Penalty: 1159.184448
	Iteration 113Q: 3 clusters Score -1.649445e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -16494570.000000 Penalty: 1159.184448
	Iteration 114Q: 3 clusters Score -1.649457e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178602 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -16494684.000000 Penalty: 1159.184448
	Iteration 115Q: 3 clusters Score -1.649468e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177427 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -16494814.000000 Penalty: 1159.184448
	Iteration 116Q: 3 clusters Score -1.649481e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176408 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -16494878.000000 Penalty: 1159.184448
	Iteration 117Q: 3 clusters Score -1.649488e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -16494976.000000 Penalty: 1159.184448
	Iteration 118Q: 3 clusters Score -1.649498e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -16495084.000000 Penalty: 1159.184448
	Iteration 119Q: 3 clusters Score -1.649508e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174001 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -16495144.000000 Penalty: 1159.184448
	Iteration 120F: 3 clusters Score -1.649514e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 167186 members 
Entering Unmasked Estep 
Score: -16495205.000000 Penalty: 1159.184448
	Iteration 121Q: 3 clusters Score -1.64952e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 167763 members 
Entering Unmasked Estep 
Score: -16495262.000000 Penalty: 1159.184448
	Iteration 122Q: 3 clusters Score -1.649526e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -16495389.000000 Penalty: 1159.184448
	Iteration 123Q: 3 clusters Score -1.649539e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -16495473.000000 Penalty: 1159.184448
	Iteration 124Q: 3 clusters Score -1.649547e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 169301 members 
Entering Unmasked Estep 
Score: -16495629.000000 Penalty: 1159.184448
	Iteration 125Q: 3 clusters Score -1.649563e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -16495782.000000 Penalty: 1159.184448
	Iteration 126Q: 3 clusters Score -1.649578e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 170215 members 
Entering Unmasked Estep 
Score: -16495886.000000 Penalty: 1159.184448
	Iteration 127Q: 3 clusters Score -1.649589e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -16495967.000000 Penalty: 1159.184448
	Iteration 128Q: 3 clusters Score -1.649597e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 171044 members 
Entering Unmasked Estep 
Score: -16496155.000000 Penalty: 1159.184448
	Iteration 129Q: 3 clusters Score -1.649616e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -16496299.000000 Penalty: 1159.184448
	Iteration 130Q: 3 clusters Score -1.64963e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -16496473.000000 Penalty: 1159.184448
	Iteration 131Q: 3 clusters Score -1.649647e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167936 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -16496527.000000 Penalty: 1159.184448
	Iteration 132Q: 3 clusters Score -1.649653e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 173147 members 
Entering Unmasked Estep 
Score: -16496727.000000 Penalty: 1159.184448
	Iteration 133Q: 3 clusters Score -1.649673e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -16496846.000000 Penalty: 1159.184448
	Iteration 134Q: 3 clusters Score -1.649685e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -16497081.000000 Penalty: 1159.184448
	Iteration 135Q: 3 clusters Score -1.649708e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -16497204.000000 Penalty: 1159.184448
	Iteration 136Q: 3 clusters Score -1.64972e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -16497330.000000 Penalty: 1159.184448
	Iteration 137Q: 3 clusters Score -1.649733e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -16497535.000000 Penalty: 1159.184448
	Iteration 138Q: 3 clusters Score -1.649754e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -16497812.000000 Penalty: 1159.184448
	Iteration 139Q: 3 clusters Score -1.649781e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -16498185.000000 Penalty: 1159.184448
	Iteration 140F: 3 clusters Score -1.649818e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162389 members 
Mstep: Class 2 contains 178152 members 
Entering Unmasked Estep 
Score: -16498472.000000 Penalty: 1159.184448
	Iteration 141Q: 3 clusters Score -1.649847e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -16498831.000000 Penalty: 1159.184448
	Iteration 142Q: 3 clusters Score -1.649883e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 180685 members 
Entering Unmasked Estep 
Score: -16499200.000000 Penalty: 1159.184448
	Iteration 143Q: 3 clusters Score -1.64992e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -16499614.000000 Penalty: 1159.184448
	Iteration 144Q: 3 clusters Score -1.649961e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -16500013.000000 Penalty: 1159.184448
	Iteration 145Q: 3 clusters Score -1.650001e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 186165 members 
Entering Unmasked Estep 
Score: -16500366.000000 Penalty: 1159.184448
	Iteration 146Q: 3 clusters Score -1.650037e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151933 members 
Mstep: Class 2 contains 188608 members 
Entering Unmasked Estep 
Score: -16500787.000000 Penalty: 1159.184448
	Iteration 147Q: 3 clusters Score -1.650079e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 191339 members 
Entering Unmasked Estep 
Score: -16501354.000000 Penalty: 1159.184448
	Iteration 148Q: 3 clusters Score -1.650135e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 194253 members 
Entering Unmasked Estep 
Score: -16501876.000000 Penalty: 1159.184448
	Iteration 149Q: 3 clusters Score -1.650188e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 197492 members 
Entering Unmasked Estep 
Score: -16502377.000000 Penalty: 1159.184448
	Iteration 150Q: 3 clusters Score -1.650238e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139362 members 
Mstep: Class 2 contains 201179 members 
Entering Unmasked Estep 
Score: -16503037.000000 Penalty: 1159.184448
	Iteration 151Q: 3 clusters Score -1.650304e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135014 members 
Mstep: Class 2 contains 205527 members 
Entering Unmasked Estep 
Score: -16503787.000000 Penalty: 1159.184448
	Iteration 152Q: 3 clusters Score -1.650379e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 210434 members 
Entering Unmasked Estep 
Score: -16504676.000000 Penalty: 1159.184448
	Iteration 153Q: 3 clusters Score -1.650468e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 216045 members 
Entering Unmasked Estep 
Score: -16505777.000000 Penalty: 1159.184448
	Iteration 154Q: 3 clusters Score -1.650578e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 222396 members 
Entering Unmasked Estep 
Score: -16507140.000000 Penalty: 1159.184448
	Iteration 155Q: 3 clusters Score -1.650714e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 229443 members 
Entering Unmasked Estep 
Score: -16508680.000000 Penalty: 1159.184448
	Iteration 156Q: 3 clusters Score -1.650868e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 237120 members 
Entering Unmasked Estep 
Score: -16510344.000000 Penalty: 1159.184448
	Iteration 157Q: 3 clusters Score -1.651034e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 245306 members 
Entering Unmasked Estep 
Score: -16512300.000000 Penalty: 1159.184448
	Iteration 158Q: 3 clusters Score -1.65123e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 254002 members 
Entering Unmasked Estep 
Score: -16514665.000000 Penalty: 1159.184448
	Iteration 159Q: 3 clusters Score -1.651466e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 263237 members 
Entering Unmasked Estep 
Score: -16517299.000000 Penalty: 1159.184448
	Iteration 160F: 3 clusters Score -1.65173e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 272889 members 
Entering Unmasked Estep 
Score: -16519689.000000 Penalty: 1159.184448
	Iteration 161Q: 3 clusters Score -1.651969e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 283010 members 
Entering Unmasked Estep 
Score: -16522688.000000 Penalty: 1159.184448
	Iteration 162Q: 3 clusters Score -1.652269e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 292913 members 
Entering Unmasked Estep 
Score: -16525103.000000 Penalty: 1159.184448
	Iteration 163Q: 3 clusters Score -1.65251e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 302397 members 
Entering Unmasked Estep 
Score: -16527941.000000 Penalty: 1159.184448
	Iteration 164Q: 3 clusters Score -1.652794e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 310918 members 
Entering Unmasked Estep 
Score: -16529807.000000 Penalty: 1159.184448
	Iteration 165Q: 3 clusters Score -1.652981e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 318331 members 
Entering Unmasked Estep 
Score: -16531469.000000 Penalty: 1159.184448
	Iteration 166Q: 3 clusters Score -1.653147e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 324574 members 
Entering Unmasked Estep 
Score: -16533345.000000 Penalty: 1159.184448
	Iteration 167Q: 3 clusters Score -1.653334e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 329536 members 
Entering Unmasked Estep 
Score: -16534612.000000 Penalty: 1159.184448
	Iteration 168Q: 3 clusters Score -1.653461e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 333266 members 
Entering Unmasked Estep 
Score: -16535410.000000 Penalty: 1159.184448
	Iteration 169Q: 3 clusters Score -1.653541e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 335819 members 
Entering Unmasked Estep 
Score: -16535093.000000 Penalty: 1159.184448
	Iteration 170Q: 3 clusters Score -1.653509e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 337468 members 
Entering Unmasked Estep 
Score: -16534761.000000 Penalty: 1159.184448
	Iteration 171Q: 3 clusters Score -1.653476e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 338480 members 
Entering Unmasked Estep 
Score: -16534424.000000 Penalty: 1159.184448
	Iteration 172Q: 3 clusters Score -1.653442e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 339132 members 
Entering Unmasked Estep 
Score: -16534157.000000 Penalty: 1159.184448
	Iteration 173Q: 3 clusters Score -1.653416e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 339496 members 
Entering Unmasked Estep 
Score: -16534083.000000 Penalty: 1159.184448
	Iteration 174Q: 3 clusters Score -1.653408e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 339721 members 
Entering Unmasked Estep 
Score: -16533987.000000 Penalty: 1159.184448
	Iteration 175Q: 3 clusters Score -1.653399e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 339858 members 
Entering Unmasked Estep 
Score: -16533908.000000 Penalty: 1159.184448
	Iteration 176Q: 3 clusters Score -1.653391e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 339959 members 
Entering Unmasked Estep 
Score: -16533862.000000 Penalty: 1159.184448
	Iteration 177Q: 3 clusters Score -1.653386e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 340020 members 
Entering Unmasked Estep 
Score: -16533846.000000 Penalty: 1159.184448
	Iteration 178Q: 3 clusters Score -1.653385e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 340067 members 
Entering Unmasked Estep 
Score: -16533817.000000 Penalty: 1159.184448
	Iteration 179Q: 3 clusters Score -1.653382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 340102 members 
Entering Unmasked Estep 
Score: -16533758.000000 Penalty: 1159.184448
	Iteration 180F: 3 clusters Score -1.653376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 340125 members 
Entering Unmasked Estep 
Score: -16533755.000000 Penalty: 1159.184448
	Iteration 181Q: 3 clusters Score -1.653376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 340148 members 
Entering Unmasked Estep 
Score: -16533734.000000 Penalty: 1159.184448
	Iteration 182Q: 3 clusters Score -1.653373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340167 members 
Entering Unmasked Estep 
Score: -16533712.000000 Penalty: 1159.184448
	Iteration 183Q: 3 clusters Score -1.653371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340183 members 
Entering Unmasked Estep 
Score: -16533700.000000 Penalty: 1159.184448
	Iteration 184Q: 3 clusters Score -1.65337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 340201 members 
Entering Unmasked Estep 
Score: -16533684.000000 Penalty: 1159.184448
	Iteration 185Q: 3 clusters Score -1.653368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340219 members 
Entering Unmasked Estep 
Score: -16533673.000000 Penalty: 1159.184448
	Iteration 186Q: 3 clusters Score -1.653367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340238 members 
Entering Unmasked Estep 
Score: -16533662.000000 Penalty: 1159.184448
	Iteration 187Q: 3 clusters Score -1.653366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340246 members 
Entering Unmasked Estep 
Score: -16533675.000000 Penalty: 1159.184448
	Iteration 188Q: 3 clusters Score -1.653368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340253 members 
Entering Unmasked Estep 
Score: -16533666.000000 Penalty: 1159.184448
	Iteration 189Q: 3 clusters Score -1.653367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340261 members 
Entering Unmasked Estep 
Score: -16533679.000000 Penalty: 1159.184448
	Iteration 190Q: 3 clusters Score -1.653368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 340265 members 
Entering Unmasked Estep 
Score: -16533667.000000 Penalty: 1159.184448
	Iteration 191Q: 3 clusters Score -1.653367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 340269 members 
Entering Unmasked Estep 
Score: -16533672.000000 Penalty: 1159.184448
	Iteration 192Q: 3 clusters Score -1.653367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 340269 members 
Entering Unmasked Estep 
Score: -16533669.000000 Penalty: 1159.184448
	Iteration 193Q: 3 clusters Score -1.653367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340270 members 
Entering Unmasked Estep 
Score: -16533672.000000 Penalty: 1159.184448
	Iteration 194Q: 3 clusters Score -1.653367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340272 members 
Entering Unmasked Estep 
Score: -16533668.000000 Penalty: 1159.184448
	Iteration 195Q: 3 clusters Score -1.653367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340273 members 
Entering Unmasked Estep 
Score: -16533669.000000 Penalty: 1159.184448
	Iteration 196Q: 3 clusters Score -1.653367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 340275 members 
Entering Unmasked Estep 
Score: -16533669.000000 Penalty: 1159.184448
	Iteration 197Q: 3 clusters Score -1.653367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 340278 members 
Entering Unmasked Estep 
Score: -16533656.000000 Penalty: 1159.184448
	Iteration 198Q: 3 clusters Score -1.653366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340281 members 
Entering Unmasked Estep 
Score: -16533660.000000 Penalty: 1159.184448
	Iteration 199Q: 3 clusters Score -1.653366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340285 members 
Entering Unmasked Estep 
Score: -16533659.000000 Penalty: 1159.184448
	Iteration 200F: 3 clusters Score -1.653366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 340287 members 
Entering Unmasked Estep 
Score: -16533654.000000 Penalty: 1159.184448
	Iteration 201Q: 3 clusters Score -1.653365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 340287 members 
Entering Unmasked Estep 
Score: -16533661.000000 Penalty: 1159.184448
	Iteration 202Q: 3 clusters Score -1.653366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 340288 members 
Entering Unmasked Estep 
Score: -16533653.000000 Penalty: 1159.184448
	Iteration 203Q: 3 clusters Score -1.653365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 340287 members 
Entering Unmasked Estep 
Score: -16533654.000000 Penalty: 1159.184448
	Iteration 204Q: 3 clusters Score -1.653365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340285 members 
Entering Unmasked Estep 
Score: -16533667.000000 Penalty: 1159.184448
	Iteration 205Q: 3 clusters Score -1.653367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340286 members 
Entering Unmasked Estep 
Score: -16533662.000000 Penalty: 1159.184448
	Iteration 206Q: 3 clusters Score -1.653366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340286 members 
Entering Unmasked Estep 
Score: -16533662.000000 Penalty: 1159.184448
	Iteration 207F: 3 clusters Score -1.653366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -65827.257812 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -65827.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -64769.093750 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -64769.09 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65158.437500 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -65158.44 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65256.992188 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -65256.99 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65340.628906 Penalty: 658.637817
	Iteration 3F: 3 clusters Score -65340.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65419.371094 Penalty: 658.637817
	Iteration 4F: 3 clusters Score -65419.37 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -65502.722656 Penalty: 658.637817
	Iteration 5F: 3 clusters Score -65502.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65562.351562 Penalty: 658.637817
	Iteration 6Q: 3 clusters Score -65562.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -65596.445312 Penalty: 658.637817
	Iteration 7Q: 3 clusters Score -65596.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -65613.195312 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -65613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -65620.437500 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -65620.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65624.593750 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -65624.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -65626.843750 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -65626.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65627.703125 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -65627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65628.796875 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -65628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65629.000000 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -65629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65629.234375 Penalty: 658.637817
	Iteration 15Q: 3 clusters Score -65629.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -65629.257812 Penalty: 658.637817
	Iteration 16Q: 3 clusters Score -65629.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65629.312500 Penalty: 658.637817
	Iteration 17Q: 3 clusters Score -65629.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -65629.476562 Penalty: 658.637817
	Iteration 18Q: 3 clusters Score -65629.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -65629.578125 Penalty: 658.637817
	Iteration 19Q: 3 clusters Score -65629.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65629.718750 Penalty: 658.637817
	Iteration 20F: 3 clusters Score -65629.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -3228.903564 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -3228.904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3061.331055 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3061.331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3132.003418 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3132.003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3143.621582 Penalty: 405.345581
	Iteration 2F: 3 clusters Score -3143.622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5366.191895 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5366.192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5393.029785 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5393.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5416.101562 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5416.102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5427.626465 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5427.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5427.626465 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -5427.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10858.860352 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10858.86 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10936.272461 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10936.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10951.688477 Penalty: 501.354340
	Iteration 2Q: 3 clusters Score -10951.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10958.089844 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10958.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10963.117188 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10963.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10965.437500 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10965.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10965.694336 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10965.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10965.694336 Penalty: 501.354340
	Iteration 7F: 3 clusters Score -10965.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -27712.742188 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -27712.74 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 304 members 
Entering Unmasked Estep 
Score: -27158.353516 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -27158.35 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27352.443359 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -27352.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27418.289062 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -27418.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27484.175781 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -27484.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27556.250000 Penalty: 581.968811
	Iteration 4F: 3 clusters Score -27556.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27648.824219 Penalty: 581.968811
	Iteration 5F: 3 clusters Score -27648.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27731.376953 Penalty: 581.968811
	Iteration 6F: 3 clusters Score -27731.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27767.111328 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -27767.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27791.105469 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -27791.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27794.474609 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -27794.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27796.109375 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -27796.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27796.109375 Penalty: 581.968811
	Iteration 11F: 3 clusters Score -27796.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63821 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340541 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 389 members 
Mstep: Class 19 contains 31524 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 210 members 
Entering Unmasked Estep 
Score: -25304924.000000 Penalty: 14994.331055
Splitting cluster 18 changes total score from -25305162.000000 to -25304924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (31524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Entering Unmasked Estep 
Score: -1501982.375000 Penalty: 471.311951
	Iteration 0F: 2 clusters Score -1501982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1480934.250000 Penalty: 942.623901
	Iteration 0F: 3 clusters Score -1480934 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1489849.500000 Penalty: 942.623901
	Iteration 1F: 3 clusters Score -1489850 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1490370.500000 Penalty: 942.623901
	Iteration 2Q: 3 clusters Score -1490370 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1491081.500000 Penalty: 942.623901
	Iteration 3F: 3 clusters Score -1491082 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -1492162.250000 Penalty: 942.623901
	Iteration 4F: 3 clusters Score -1492162 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -1494024.125000 Penalty: 942.623901
	Iteration 5F: 3 clusters Score -1494024 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -1496648.000000 Penalty: 942.623901
	Iteration 6F: 3 clusters Score -1496648 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -1499275.000000 Penalty: 942.623901
	Iteration 7F: 3 clusters Score -1499275 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -1500851.875000 Penalty: 942.623901
	Iteration 8Q: 3 clusters Score -1500852 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -1501381.250000 Penalty: 942.623901
	Iteration 9Q: 3 clusters Score -1501381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -1501495.750000 Penalty: 942.623901
	Iteration 10Q: 3 clusters Score -1501496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -1501531.500000 Penalty: 942.623901
	Iteration 11Q: 3 clusters Score -1501532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -1501554.750000 Penalty: 942.623901
	Iteration 12Q: 3 clusters Score -1501555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -1501569.500000 Penalty: 942.623901
	Iteration 13Q: 3 clusters Score -1501570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -1501572.625000 Penalty: 942.623901
	Iteration 14Q: 3 clusters Score -1501573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -1501575.000000 Penalty: 942.623901
	Iteration 15Q: 3 clusters Score -1501575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -1501576.750000 Penalty: 942.623901
	Iteration 16Q: 3 clusters Score -1501577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -1501576.750000 Penalty: 942.623901
	Iteration 17F: 3 clusters Score -1501577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -29509.515625 Penalty: 293.996796
	Iteration 0F: 2 clusters Score -29509.52 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 321 members 
Entering Unmasked Estep 
Score: -28903.087891 Penalty: 587.993591
	Iteration 0F: 3 clusters Score -28903.09 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -29063.613281 Penalty: 587.993591
	Iteration 1F: 3 clusters Score -29063.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29111.234375 Penalty: 587.993591
	Iteration 2F: 3 clusters Score -29111.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29137.558594 Penalty: 587.993591
	Iteration 3Q: 3 clusters Score -29137.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29154.628906 Penalty: 587.993591
	Iteration 4Q: 3 clusters Score -29154.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29168.925781 Penalty: 587.993591
	Iteration 5Q: 3 clusters Score -29168.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29182.779297 Penalty: 587.993591
	Iteration 6Q: 3 clusters Score -29182.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -29193.685547 Penalty: 587.993591
	Iteration 7Q: 3 clusters Score -29193.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29204.316406 Penalty: 587.993591
	Iteration 8Q: 3 clusters Score -29204.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29209.234375 Penalty: 587.993591
	Iteration 9Q: 3 clusters Score -29209.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29212.298828 Penalty: 587.993591
	Iteration 10Q: 3 clusters Score -29212.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29214.759766 Penalty: 587.993591
	Iteration 11Q: 3 clusters Score -29214.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29219.226562 Penalty: 587.993591
	Iteration 12Q: 3 clusters Score -29219.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -29223.621094 Penalty: 587.993591
	Iteration 13Q: 3 clusters Score -29223.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29227.160156 Penalty: 587.993591
	Iteration 14Q: 3 clusters Score -29227.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29231.914062 Penalty: 587.993591
	Iteration 15Q: 3 clusters Score -29231.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29233.421875 Penalty: 587.993591
	Iteration 16Q: 3 clusters Score -29233.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29234.125000 Penalty: 587.993591
	Iteration 17Q: 3 clusters Score -29234.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -29237.474609 Penalty: 587.993591
	Iteration 18Q: 3 clusters Score -29237.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29238.013672 Penalty: 587.993591
	Iteration 19Q: 3 clusters Score -29238.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29238.013672 Penalty: 587.993591
	Iteration 20F: 3 clusters Score -29238.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -65612.351562 Penalty: 333.622803
	Iteration 0F: 2 clusters Score -65612.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64489.890625 Penalty: 667.245605
	Iteration 0F: 3 clusters Score -64489.89 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -64834.082031 Penalty: 667.245605
	Iteration 1F: 3 clusters Score -64834.08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -64920.125000 Penalty: 667.245605
	Iteration 2F: 3 clusters Score -64920.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -65003.941406 Penalty: 667.245605
	Iteration 3F: 3 clusters Score -65003.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -65079.539062 Penalty: 667.245605
	Iteration 4F: 3 clusters Score -65079.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -65132.644531 Penalty: 667.245605
	Iteration 5Q: 3 clusters Score -65132.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -65179.929688 Penalty: 667.245605
	Iteration 6Q: 3 clusters Score -65179.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -65228.234375 Penalty: 667.245605
	Iteration 7Q: 3 clusters Score -65228.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -65267.421875 Penalty: 667.245605
	Iteration 8Q: 3 clusters Score -65267.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -65290.699219 Penalty: 667.245605
	Iteration 9Q: 3 clusters Score -65290.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -65310.003906 Penalty: 667.245605
	Iteration 10Q: 3 clusters Score -65310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -65315.417969 Penalty: 667.245605
	Iteration 11Q: 3 clusters Score -65315.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -65317.687500 Penalty: 667.245605
	Iteration 12Q: 3 clusters Score -65317.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -65318.910156 Penalty: 667.245605
	Iteration 13Q: 3 clusters Score -65318.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -65320.261719 Penalty: 667.245605
	Iteration 14Q: 3 clusters Score -65320.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -65321.121094 Penalty: 667.245605
	Iteration 15Q: 3 clusters Score -65321.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -65322.406250 Penalty: 667.245605
	Iteration 16Q: 3 clusters Score -65322.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -65323.957031 Penalty: 667.245605
	Iteration 17Q: 3 clusters Score -65323.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -65324.351562 Penalty: 667.245605
	Iteration 18Q: 3 clusters Score -65324.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -65324.351562 Penalty: 667.245605
	Iteration 19F: 3 clusters Score -65324.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Entering Unmasked Estep 
Score: -2216334.000000 Penalty: 485.613831
	Iteration 0F: 2 clusters Score -2216334 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 21475 members 
Entering Unmasked Estep 
Score: -2187448.000000 Penalty: 971.227661
	Iteration 0F: 3 clusters Score -2187448 nChanged 20940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2199398.000000 Penalty: 971.227661
	Iteration 1F: 3 clusters Score -2199398 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2199961.500000 Penalty: 971.227661
	Iteration 2Q: 3 clusters Score -2199962 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2200846.250000 Penalty: 971.227661
	Iteration 3Q: 3 clusters Score -2200846 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2202281.000000 Penalty: 971.227661
	Iteration 4F: 3 clusters Score -2202281 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2204445.750000 Penalty: 971.227661
	Iteration 5F: 3 clusters Score -2204446 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2207403.250000 Penalty: 971.227661
	Iteration 6F: 3 clusters Score -2207403 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2210294.250000 Penalty: 971.227661
	Iteration 7F: 3 clusters Score -2210294 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2212479.250000 Penalty: 971.227661
	Iteration 8F: 3 clusters Score -2212479 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2213904.750000 Penalty: 971.227661
	Iteration 9Q: 3 clusters Score -2213905 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2214703.250000 Penalty: 971.227661
	Iteration 10Q: 3 clusters Score -2214703 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2215172.250000 Penalty: 971.227661
	Iteration 11Q: 3 clusters Score -2215172 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2215443.250000 Penalty: 971.227661
	Iteration 12Q: 3 clusters Score -2215443 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2215624.500000 Penalty: 971.227661
	Iteration 13Q: 3 clusters Score -2215624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2215744.500000 Penalty: 971.227661
	Iteration 14Q: 3 clusters Score -2215744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2215801.250000 Penalty: 971.227661
	Iteration 15Q: 3 clusters Score -2215801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2215837.750000 Penalty: 971.227661
	Iteration 16Q: 3 clusters Score -2215838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2215860.500000 Penalty: 971.227661
	Iteration 17Q: 3 clusters Score -2215860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2215878.250000 Penalty: 971.227661
	Iteration 18Q: 3 clusters Score -2215878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2215889.750000 Penalty: 971.227661
	Iteration 19Q: 3 clusters Score -2215890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2215901.250000 Penalty: 971.227661
	Iteration 20F: 3 clusters Score -2215901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2215903.000000 Penalty: 971.227661
	Iteration 21Q: 3 clusters Score -2215903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2215906.000000 Penalty: 971.227661
	Iteration 22Q: 3 clusters Score -2215906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2215907.000000 Penalty: 971.227661
	Iteration 23Q: 3 clusters Score -2215907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2215909.250000 Penalty: 971.227661
	Iteration 24Q: 3 clusters Score -2215909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2215911.750000 Penalty: 971.227661
	Iteration 25Q: 3 clusters Score -2215912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2215915.500000 Penalty: 971.227661
	Iteration 26Q: 3 clusters Score -2215916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2215923.750000 Penalty: 971.227661
	Iteration 27Q: 3 clusters Score -2215924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2215925.750000 Penalty: 971.227661
	Iteration 28Q: 3 clusters Score -2215926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2215929.500000 Penalty: 971.227661
	Iteration 29Q: 3 clusters Score -2215930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2215932.750000 Penalty: 971.227661
	Iteration 30Q: 3 clusters Score -2215933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2215937.750000 Penalty: 971.227661
	Iteration 31Q: 3 clusters Score -2215938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2215944.500000 Penalty: 971.227661
	Iteration 32Q: 3 clusters Score -2215944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2215947.000000 Penalty: 971.227661
	Iteration 33Q: 3 clusters Score -2215947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2215947.500000 Penalty: 971.227661
	Iteration 34Q: 3 clusters Score -2215948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2215950.500000 Penalty: 971.227661
	Iteration 35Q: 3 clusters Score -2215950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2215950.250000 Penalty: 971.227661
	Iteration 36Q: 3 clusters Score -2215950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2215950.250000 Penalty: 971.227661
	Iteration 37F: 3 clusters Score -2215950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6003.045898 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6003.046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6036.180664 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6036.181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6046.842285 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6046.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6049.408203 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6049.408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6049.956055 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6049.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6049.956055 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -6049.956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5812.166016 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5812.166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5927.359375 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5927.359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5971.456543 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5971.457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6004.499512 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -6004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6027.225586 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -6027.226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6062.126465 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6062.126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6068.159180 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6068.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6072.950684 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6072.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6072.950684 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -6072.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63821 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340541 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31524 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 106 members 
Mstep: Class 25 contains 27 members 
Entering Unmasked Estep 
Score: -25304814.000000 Penalty: 14994.331055
Splitting cluster 24 changes total score from -25305162.000000 to -25304814.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63821 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340541 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31524 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 43167 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305158.000000 Penalty: 14394.557617
Iteration 439Q: 25 clusters Score -2.530516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63821 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340549 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31541 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 43168 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305160.000000 Penalty: 14394.557617
Iteration 440F: 25 clusters Score -2.530516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63823 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340555 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31544 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 43169 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305212.000000 Penalty: 14394.557617
Iteration 441Q: 25 clusters Score -2.530521e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63825 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4153 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3394 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340558 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31559 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 43171 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305224.000000 Penalty: 14394.557617
Iteration 442Q: 25 clusters Score -2.530522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63829 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4142 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340557 members 
Mstep: Class 14 contains 1382 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31576 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 43172 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305220.000000 Penalty: 14394.557617
Iteration 443Q: 25 clusters Score -2.530522e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63834 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4131 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340561 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31584 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 43172 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305214.000000 Penalty: 14394.557617
Iteration 444Q: 25 clusters Score -2.530521e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 63840 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340560 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31604 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43172 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305232.000000 Penalty: 14394.557617
Iteration 445Q: 25 clusters Score -2.530523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 63843 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3400 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340567 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31617 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43173 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305248.000000 Penalty: 14394.557617
Iteration 446Q: 25 clusters Score -2.530525e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 8564 members 
Mstep: Class 4 contains 63848 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340573 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31634 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43173 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305208.000000 Penalty: 14394.557617
Iteration 447Q: 25 clusters Score -2.530521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 63852 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340573 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31639 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43173 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305212.000000 Penalty: 14394.557617
Iteration 448Q: 25 clusters Score -2.530521e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 63858 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340574 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31641 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43175 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305218.000000 Penalty: 14394.557617
Iteration 449Q: 25 clusters Score -2.530522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 63863 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3411 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340570 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31648 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43175 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305234.000000 Penalty: 14394.557617
Iteration 450Q: 25 clusters Score -2.530523e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 63868 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3414 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340565 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31660 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43180 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305236.000000 Penalty: 14394.557617
Iteration 451Q: 25 clusters Score -2.530524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3914 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 63873 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340563 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31669 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43185 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305238.000000 Penalty: 14394.557617
Iteration 452Q: 25 clusters Score -2.530524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 63876 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340562 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43187 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305232.000000 Penalty: 14394.557617
Iteration 453Q: 25 clusters Score -2.530523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 63882 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340561 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31677 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43191 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305224.000000 Penalty: 14394.557617
Iteration 454Q: 25 clusters Score -2.530522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 63889 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13215 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340562 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31681 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43193 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305228.000000 Penalty: 14394.557617
Iteration 455Q: 25 clusters Score -2.530523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 63897 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13216 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340551 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31692 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43195 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305252.000000 Penalty: 14394.557617
Iteration 456Q: 25 clusters Score -2.530525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63903 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340543 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31700 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43197 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305248.000000 Penalty: 14394.557617
Iteration 457Q: 25 clusters Score -2.530525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63906 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4018 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340546 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31701 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 43197 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305252.000000 Penalty: 14394.557617
Iteration 458Q: 25 clusters Score -2.530525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63909 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4016 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340549 members 
Mstep: Class 14 contains 1374 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31701 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43197 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305260.000000 Penalty: 14394.557617
Iteration 459Q: 25 clusters Score -2.530526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63910 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340551 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31702 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43198 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305238.000000 Penalty: 14394.557617
Iteration 460F: 25 clusters Score -2.530524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63913 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340550 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31703 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43198 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305238.000000 Penalty: 14394.557617
Iteration 461Q: 25 clusters Score -2.530524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63913 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340551 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31707 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43198 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305234.000000 Penalty: 14394.557617
Iteration 462Q: 25 clusters Score -2.530523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340554 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31706 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43198 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305238.000000 Penalty: 14394.557617
Iteration 463Q: 25 clusters Score -2.530524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8571 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340554 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31708 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305234.000000 Penalty: 14394.557617
Iteration 464Q: 25 clusters Score -2.530523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3902 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340555 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305240.000000 Penalty: 14394.557617
Iteration 465Q: 25 clusters Score -2.530524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340558 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31710 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305230.000000 Penalty: 14394.557617
Iteration 466Q: 25 clusters Score -2.530523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 63914 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340561 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31714 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43199 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305222.000000 Penalty: 14394.557617
Iteration 467Q: 25 clusters Score -2.530522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 63915 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340561 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31717 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43200 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305242.000000 Penalty: 14394.557617
Iteration 468Q: 25 clusters Score -2.530524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 63915 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3998 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340562 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 43200 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305244.000000 Penalty: 14394.557617
Iteration 469Q: 25 clusters Score -2.530524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 63915 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340564 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1506 members 
Mstep: Class 22 contains 43200 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305246.000000 Penalty: 14394.557617
Iteration 470Q: 25 clusters Score -2.530525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 63915 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340565 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31736 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43201 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305258.000000 Penalty: 14394.557617
Iteration 471Q: 25 clusters Score -2.530526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 63915 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3417 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340570 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31735 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43202 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305252.000000 Penalty: 14394.557617
Iteration 472Q: 25 clusters Score -2.530525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 63916 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340569 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31741 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43203 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305254.000000 Penalty: 14394.557617
Iteration 473Q: 25 clusters Score -2.530525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8575 members 
Mstep: Class 4 contains 63916 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340572 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31743 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43204 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305286.000000 Penalty: 14394.557617
Iteration 474Q: 25 clusters Score -2.530529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8578 members 
Mstep: Class 4 contains 63917 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3418 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340573 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31750 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43204 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305288.000000 Penalty: 14394.557617
Iteration 475Q: 25 clusters Score -2.530529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8582 members 
Mstep: Class 4 contains 63917 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340580 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43204 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305270.000000 Penalty: 14394.557617
Iteration 476Q: 25 clusters Score -2.530527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8584 members 
Mstep: Class 4 contains 63919 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340587 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31750 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43204 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305286.000000 Penalty: 14394.557617
Iteration 477Q: 25 clusters Score -2.530529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8591 members 
Mstep: Class 4 contains 63920 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3422 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340584 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31758 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305288.000000 Penalty: 14394.557617
Iteration 478Q: 25 clusters Score -2.530529e+07 nChanged 30
Entering ConstructFrom: 
Score: -25305288.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -432393.468750 Penalty: 415.434631
	Iteration 0F: 2 clusters Score -432393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -426195.093750 Penalty: 830.869263
	Iteration 0F: 3 clusters Score -426195.1 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -428623.031250 Penalty: 830.869263
	Iteration 1F: 3 clusters Score -428623 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -428839.468750 Penalty: 830.869263
	Iteration 2F: 3 clusters Score -428839.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -429105.156250 Penalty: 830.869263
	Iteration 3F: 3 clusters Score -429105.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -429408.500000 Penalty: 830.869263
	Iteration 4F: 3 clusters Score -429408.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -429769.031250 Penalty: 830.869263
	Iteration 5F: 3 clusters Score -429769 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -430240.000000 Penalty: 830.869263
	Iteration 6F: 3 clusters Score -430240 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -430739.312500 Penalty: 830.869263
	Iteration 7F: 3 clusters Score -430739.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -431052.031250 Penalty: 830.869263
	Iteration 8Q: 3 clusters Score -431052 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -431244.093750 Penalty: 830.869263
	Iteration 9Q: 3 clusters Score -431244.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -431395.125000 Penalty: 830.869263
	Iteration 10Q: 3 clusters Score -431395.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -431532.906250 Penalty: 830.869263
	Iteration 11Q: 3 clusters Score -431532.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -431633.468750 Penalty: 830.869263
	Iteration 12Q: 3 clusters Score -431633.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -431724.937500 Penalty: 830.869263
	Iteration 13Q: 3 clusters Score -431724.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -431820.062500 Penalty: 830.869263
	Iteration 14Q: 3 clusters Score -431820.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -431888.031250 Penalty: 830.869263
	Iteration 15Q: 3 clusters Score -431888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -431937.437500 Penalty: 830.869263
	Iteration 16Q: 3 clusters Score -431937.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -431973.343750 Penalty: 830.869263
	Iteration 17Q: 3 clusters Score -431973.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -431989.812500 Penalty: 830.869263
	Iteration 18Q: 3 clusters Score -431989.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -432011.218750 Penalty: 830.869263
	Iteration 19Q: 3 clusters Score -432011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -432019.875000 Penalty: 830.869263
	Iteration 20F: 3 clusters Score -432019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -432023.343750 Penalty: 830.869263
	Iteration 21Q: 3 clusters Score -432023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -432028.593750 Penalty: 830.869263
	Iteration 22Q: 3 clusters Score -432028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -432034.593750 Penalty: 830.869263
	Iteration 23Q: 3 clusters Score -432034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -432035.500000 Penalty: 830.869263
	Iteration 24Q: 3 clusters Score -432035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -432035.750000 Penalty: 830.869263
	Iteration 25Q: 3 clusters Score -432035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -432036.250000 Penalty: 830.869263
	Iteration 26Q: 3 clusters Score -432036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -432038.343750 Penalty: 830.869263
	Iteration 27Q: 3 clusters Score -432038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -432039.312500 Penalty: 830.869263
	Iteration 28Q: 3 clusters Score -432039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -432039.312500 Penalty: 830.869263
	Iteration 29F: 3 clusters Score -432039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -185823.453125 Penalty: 376.238983
	Iteration 0F: 2 clusters Score -185823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -183165.578125 Penalty: 752.477966
	Iteration 0F: 3 clusters Score -183165.6 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -184126.515625 Penalty: 752.477966
	Iteration 1F: 3 clusters Score -184126.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -184216.281250 Penalty: 752.477966
	Iteration 2F: 3 clusters Score -184216.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -184310.296875 Penalty: 752.477966
	Iteration 3Q: 3 clusters Score -184310.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -184422.609375 Penalty: 752.477966
	Iteration 4Q: 3 clusters Score -184422.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -184538.781250 Penalty: 752.477966
	Iteration 5Q: 3 clusters Score -184538.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -184650.781250 Penalty: 752.477966
	Iteration 6Q: 3 clusters Score -184650.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -184762.734375 Penalty: 752.477966
	Iteration 7Q: 3 clusters Score -184762.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -184894.281250 Penalty: 752.477966
	Iteration 8Q: 3 clusters Score -184894.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -185021.171875 Penalty: 752.477966
	Iteration 9Q: 3 clusters Score -185021.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -185096.968750 Penalty: 752.477966
	Iteration 10Q: 3 clusters Score -185097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -185144.984375 Penalty: 752.477966
	Iteration 11Q: 3 clusters Score -185145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -185186.656250 Penalty: 752.477966
	Iteration 12Q: 3 clusters Score -185186.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -185221.296875 Penalty: 752.477966
	Iteration 13Q: 3 clusters Score -185221.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -185254.484375 Penalty: 752.477966
	Iteration 14Q: 3 clusters Score -185254.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -185273.390625 Penalty: 752.477966
	Iteration 15Q: 3 clusters Score -185273.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -185291.437500 Penalty: 752.477966
	Iteration 16Q: 3 clusters Score -185291.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -185317.515625 Penalty: 752.477966
	Iteration 17Q: 3 clusters Score -185317.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -185335.921875 Penalty: 752.477966
	Iteration 18Q: 3 clusters Score -185335.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -185354.671875 Penalty: 752.477966
	Iteration 19Q: 3 clusters Score -185354.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -185371.281250 Penalty: 752.477966
	Iteration 20F: 3 clusters Score -185371.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -185382.109375 Penalty: 752.477966
	Iteration 21Q: 3 clusters Score -185382.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -185388.140625 Penalty: 752.477966
	Iteration 22Q: 3 clusters Score -185388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -185391.390625 Penalty: 752.477966
	Iteration 23Q: 3 clusters Score -185391.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -185393.468750 Penalty: 752.477966
	Iteration 24Q: 3 clusters Score -185393.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -185396.078125 Penalty: 752.477966
	Iteration 25Q: 3 clusters Score -185396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -185398.468750 Penalty: 752.477966
	Iteration 26Q: 3 clusters Score -185398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -185399.046875 Penalty: 752.477966
	Iteration 27Q: 3 clusters Score -185399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -185400.203125 Penalty: 752.477966
	Iteration 28Q: 3 clusters Score -185400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -185401.046875 Penalty: 752.477966
	Iteration 29Q: 3 clusters Score -185401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -185401.515625 Penalty: 752.477966
	Iteration 30Q: 3 clusters Score -185401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -185402.328125 Penalty: 752.477966
	Iteration 31Q: 3 clusters Score -185402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -185403.421875 Penalty: 752.477966
	Iteration 32Q: 3 clusters Score -185403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -185404.390625 Penalty: 752.477966
	Iteration 33Q: 3 clusters Score -185404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -185406.203125 Penalty: 752.477966
	Iteration 34Q: 3 clusters Score -185406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -185407.296875 Penalty: 752.477966
	Iteration 35Q: 3 clusters Score -185407.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -185408.687500 Penalty: 752.477966
	Iteration 36Q: 3 clusters Score -185408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -185409.968750 Penalty: 752.477966
	Iteration 37Q: 3 clusters Score -185410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -185411.000000 Penalty: 752.477966
	Iteration 38Q: 3 clusters Score -185411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -185411.656250 Penalty: 752.477966
	Iteration 39Q: 3 clusters Score -185411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -185412.593750 Penalty: 752.477966
	Iteration 40F: 3 clusters Score -185412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -185413.109375 Penalty: 752.477966
	Iteration 41Q: 3 clusters Score -185413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -185413.781250 Penalty: 752.477966
	Iteration 42Q: 3 clusters Score -185413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -185415.984375 Penalty: 752.477966
	Iteration 43Q: 3 clusters Score -185416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -185417.843750 Penalty: 752.477966
	Iteration 44Q: 3 clusters Score -185417.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -185421.640625 Penalty: 752.477966
	Iteration 45Q: 3 clusters Score -185421.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -185423.750000 Penalty: 752.477966
	Iteration 46Q: 3 clusters Score -185423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -185426.687500 Penalty: 752.477966
	Iteration 47Q: 3 clusters Score -185426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -185430.031250 Penalty: 752.477966
	Iteration 48Q: 3 clusters Score -185430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -185432.265625 Penalty: 752.477966
	Iteration 49Q: 3 clusters Score -185432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -185433.828125 Penalty: 752.477966
	Iteration 50Q: 3 clusters Score -185433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -185436.046875 Penalty: 752.477966
	Iteration 51Q: 3 clusters Score -185436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -185438.328125 Penalty: 752.477966
	Iteration 52Q: 3 clusters Score -185438.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -185441.125000 Penalty: 752.477966
	Iteration 53Q: 3 clusters Score -185441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -185443.312500 Penalty: 752.477966
	Iteration 54Q: 3 clusters Score -185443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -185447.953125 Penalty: 752.477966
	Iteration 55Q: 3 clusters Score -185448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -185454.062500 Penalty: 752.477966
	Iteration 56Q: 3 clusters Score -185454.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -185462.203125 Penalty: 752.477966
	Iteration 57Q: 3 clusters Score -185462.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -185469.906250 Penalty: 752.477966
	Iteration 58Q: 3 clusters Score -185469.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -185475.968750 Penalty: 752.477966
	Iteration 59Q: 3 clusters Score -185476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -185480.375000 Penalty: 752.477966
	Iteration 60F: 3 clusters Score -185480.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -185485.281250 Penalty: 752.477966
	Iteration 61Q: 3 clusters Score -185485.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -185495.750000 Penalty: 752.477966
	Iteration 62Q: 3 clusters Score -185495.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -185509.515625 Penalty: 752.477966
	Iteration 63Q: 3 clusters Score -185509.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -185524.468750 Penalty: 752.477966
	Iteration 64Q: 3 clusters Score -185524.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -185539.218750 Penalty: 752.477966
	Iteration 65Q: 3 clusters Score -185539.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -185558.750000 Penalty: 752.477966
	Iteration 66Q: 3 clusters Score -185558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -185575.515625 Penalty: 752.477966
	Iteration 67Q: 3 clusters Score -185575.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -185587.218750 Penalty: 752.477966
	Iteration 68Q: 3 clusters Score -185587.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -185597.234375 Penalty: 752.477966
	Iteration 69Q: 3 clusters Score -185597.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -185607.000000 Penalty: 752.477966
	Iteration 70Q: 3 clusters Score -185607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -185616.906250 Penalty: 752.477966
	Iteration 71Q: 3 clusters Score -185616.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -185627.906250 Penalty: 752.477966
	Iteration 72Q: 3 clusters Score -185627.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -185637.718750 Penalty: 752.477966
	Iteration 73Q: 3 clusters Score -185637.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -185644.390625 Penalty: 752.477966
	Iteration 74Q: 3 clusters Score -185644.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -185651.234375 Penalty: 752.477966
	Iteration 75Q: 3 clusters Score -185651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -185656.921875 Penalty: 752.477966
	Iteration 76Q: 3 clusters Score -185656.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -185663.953125 Penalty: 752.477966
	Iteration 77Q: 3 clusters Score -185664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -185670.234375 Penalty: 752.477966
	Iteration 78Q: 3 clusters Score -185670.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -185677.078125 Penalty: 752.477966
	Iteration 79Q: 3 clusters Score -185677.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -185680.171875 Penalty: 752.477966
	Iteration 80F: 3 clusters Score -185680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -185683.953125 Penalty: 752.477966
	Iteration 81Q: 3 clusters Score -185684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -185687.046875 Penalty: 752.477966
	Iteration 82Q: 3 clusters Score -185687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -185688.328125 Penalty: 752.477966
	Iteration 83Q: 3 clusters Score -185688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -185688.296875 Penalty: 752.477966
	Iteration 84Q: 3 clusters Score -185688.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -185688.296875 Penalty: 752.477966
	Iteration 85F: 3 clusters Score -185688.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -443802.718750 Penalty: 412.176300
	Iteration 0F: 2 clusters Score -443802.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -438078.062500 Penalty: 824.352600
	Iteration 0F: 3 clusters Score -438078.1 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -440434.281250 Penalty: 824.352600
	Iteration 1F: 3 clusters Score -440434.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -440710.531250 Penalty: 824.352600
	Iteration 2F: 3 clusters Score -440710.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -441078.500000 Penalty: 824.352600
	Iteration 3F: 3 clusters Score -441078.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -441576.687500 Penalty: 824.352600
	Iteration 4F: 3 clusters Score -441576.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -442126.406250 Penalty: 824.352600
	Iteration 5F: 3 clusters Score -442126.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -442556.562500 Penalty: 824.352600
	Iteration 6F: 3 clusters Score -442556.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -442729.281250 Penalty: 824.352600
	Iteration 7Q: 3 clusters Score -442729.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -442801.000000 Penalty: 824.352600
	Iteration 8Q: 3 clusters Score -442801 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -442864.093750 Penalty: 824.352600
	Iteration 9Q: 3 clusters Score -442864.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -442921.000000 Penalty: 824.352600
	Iteration 10Q: 3 clusters Score -442921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -442969.750000 Penalty: 824.352600
	Iteration 11Q: 3 clusters Score -442969.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -443011.125000 Penalty: 824.352600
	Iteration 12Q: 3 clusters Score -443011.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -443044.718750 Penalty: 824.352600
	Iteration 13Q: 3 clusters Score -443044.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -443080.156250 Penalty: 824.352600
	Iteration 14Q: 3 clusters Score -443080.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -443112.250000 Penalty: 824.352600
	Iteration 15Q: 3 clusters Score -443112.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -443138.125000 Penalty: 824.352600
	Iteration 16Q: 3 clusters Score -443138.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -443163.937500 Penalty: 824.352600
	Iteration 17Q: 3 clusters Score -443163.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -443188.156250 Penalty: 824.352600
	Iteration 18Q: 3 clusters Score -443188.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -443201.937500 Penalty: 824.352600
	Iteration 19Q: 3 clusters Score -443201.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -443215.062500 Penalty: 824.352600
	Iteration 20F: 3 clusters Score -443215.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -443230.812500 Penalty: 824.352600
	Iteration 21Q: 3 clusters Score -443230.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -443242.875000 Penalty: 824.352600
	Iteration 22Q: 3 clusters Score -443242.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -443249.093750 Penalty: 824.352600
	Iteration 23Q: 3 clusters Score -443249.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -443255.656250 Penalty: 824.352600
	Iteration 24Q: 3 clusters Score -443255.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -443262.562500 Penalty: 824.352600
	Iteration 25Q: 3 clusters Score -443262.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -443270.093750 Penalty: 824.352600
	Iteration 26Q: 3 clusters Score -443270.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -443278.718750 Penalty: 824.352600
	Iteration 27Q: 3 clusters Score -443278.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -443286.656250 Penalty: 824.352600
	Iteration 28Q: 3 clusters Score -443286.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -443298.093750 Penalty: 824.352600
	Iteration 29Q: 3 clusters Score -443298.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443312.593750 Penalty: 824.352600
	Iteration 30Q: 3 clusters Score -443312.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -443329.125000 Penalty: 824.352600
	Iteration 31Q: 3 clusters Score -443329.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -443347.406250 Penalty: 824.352600
	Iteration 32Q: 3 clusters Score -443347.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -443364.187500 Penalty: 824.352600
	Iteration 33Q: 3 clusters Score -443364.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -443380.562500 Penalty: 824.352600
	Iteration 34Q: 3 clusters Score -443380.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -443398.750000 Penalty: 824.352600
	Iteration 35Q: 3 clusters Score -443398.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -443416.812500 Penalty: 824.352600
	Iteration 36Q: 3 clusters Score -443416.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -443430.156250 Penalty: 824.352600
	Iteration 37Q: 3 clusters Score -443430.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -443442.562500 Penalty: 824.352600
	Iteration 38Q: 3 clusters Score -443442.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -443452.718750 Penalty: 824.352600
	Iteration 39Q: 3 clusters Score -443452.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -443458.937500 Penalty: 824.352600
	Iteration 40F: 3 clusters Score -443458.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443463.781250 Penalty: 824.352600
	Iteration 41Q: 3 clusters Score -443463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -443464.875000 Penalty: 824.352600
	Iteration 42Q: 3 clusters Score -443464.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443466.000000 Penalty: 824.352600
	Iteration 43Q: 3 clusters Score -443466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -443466.531250 Penalty: 824.352600
	Iteration 44Q: 3 clusters Score -443466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -443465.750000 Penalty: 824.352600
	Iteration 45Q: 3 clusters Score -443465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -443467.062500 Penalty: 824.352600
	Iteration 46Q: 3 clusters Score -443467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -443467.281250 Penalty: 824.352600
	Iteration 47Q: 3 clusters Score -443467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -443468.250000 Penalty: 824.352600
	Iteration 48Q: 3 clusters Score -443468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443469.437500 Penalty: 824.352600
	Iteration 49Q: 3 clusters Score -443469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443470.343750 Penalty: 824.352600
	Iteration 50Q: 3 clusters Score -443470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -443472.000000 Penalty: 824.352600
	Iteration 51Q: 3 clusters Score -443472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -443471.656250 Penalty: 824.352600
	Iteration 52Q: 3 clusters Score -443471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -443471.000000 Penalty: 824.352600
	Iteration 53Q: 3 clusters Score -443471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -443472.093750 Penalty: 824.352600
	Iteration 54Q: 3 clusters Score -443472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -443472.656250 Penalty: 824.352600
	Iteration 55Q: 3 clusters Score -443472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -443472.187500 Penalty: 824.352600
	Iteration 56Q: 3 clusters Score -443472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -443472.781250 Penalty: 824.352600
	Iteration 57Q: 3 clusters Score -443472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -443472.781250 Penalty: 824.352600
	Iteration 58F: 3 clusters Score -443472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Entering Unmasked Estep 
Score: -3256504.500000 Penalty: 503.477966
	Iteration 0F: 2 clusters Score -3256504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3213523.500000 Penalty: 1006.955933
	Iteration 0F: 3 clusters Score -3213524 nChanged 31079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3232327.250000 Penalty: 1006.955933
	Iteration 1F: 3 clusters Score -3232327 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3233676.500000 Penalty: 1006.955933
	Iteration 2Q: 3 clusters Score -3233676 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3235902.500000 Penalty: 1006.955933
	Iteration 3F: 3 clusters Score -3235902 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3239349.250000 Penalty: 1006.955933
	Iteration 4F: 3 clusters Score -3239349 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3242869.750000 Penalty: 1006.955933
	Iteration 5F: 3 clusters Score -3242870 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3245127.500000 Penalty: 1006.955933
	Iteration 6F: 3 clusters Score -3245128 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3246102.000000 Penalty: 1006.955933
	Iteration 7Q: 3 clusters Score -3246102 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3246543.250000 Penalty: 1006.955933
	Iteration 8Q: 3 clusters Score -3246543 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3246902.500000 Penalty: 1006.955933
	Iteration 9Q: 3 clusters Score -3246902 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3247283.250000 Penalty: 1006.955933
	Iteration 10Q: 3 clusters Score -3247283 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3247655.500000 Penalty: 1006.955933
	Iteration 11Q: 3 clusters Score -3247656 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3248107.000000 Penalty: 1006.955933
	Iteration 12Q: 3 clusters Score -3248107 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3248595.750000 Penalty: 1006.955933
	Iteration 13Q: 3 clusters Score -3248596 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3249126.750000 Penalty: 1006.955933
	Iteration 14Q: 3 clusters Score -3249127 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3249752.000000 Penalty: 1006.955933
	Iteration 15Q: 3 clusters Score -3249752 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3250392.500000 Penalty: 1006.955933
	Iteration 16Q: 3 clusters Score -3250392 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3251091.250000 Penalty: 1006.955933
	Iteration 17Q: 3 clusters Score -3251091 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3251664.250000 Penalty: 1006.955933
	Iteration 18Q: 3 clusters Score -3251664 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3252189.500000 Penalty: 1006.955933
	Iteration 19Q: 3 clusters Score -3252190 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3252618.250000 Penalty: 1006.955933
	Iteration 20F: 3 clusters Score -3252618 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3253007.750000 Penalty: 1006.955933
	Iteration 21Q: 3 clusters Score -3253008 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3253310.250000 Penalty: 1006.955933
	Iteration 22Q: 3 clusters Score -3253310 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3253564.250000 Penalty: 1006.955933
	Iteration 23Q: 3 clusters Score -3253564 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3253765.000000 Penalty: 1006.955933
	Iteration 24Q: 3 clusters Score -3253765 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3253938.500000 Penalty: 1006.955933
	Iteration 25Q: 3 clusters Score -3253938 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3254117.000000 Penalty: 1006.955933
	Iteration 26Q: 3 clusters Score -3254117 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3254251.000000 Penalty: 1006.955933
	Iteration 27Q: 3 clusters Score -3254251 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3254419.000000 Penalty: 1006.955933
	Iteration 28Q: 3 clusters Score -3254419 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3254558.250000 Penalty: 1006.955933
	Iteration 29Q: 3 clusters Score -3254558 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3254715.500000 Penalty: 1006.955933
	Iteration 30Q: 3 clusters Score -3254716 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3254833.750000 Penalty: 1006.955933
	Iteration 31Q: 3 clusters Score -3254834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3254936.750000 Penalty: 1006.955933
	Iteration 32Q: 3 clusters Score -3254937 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3255042.250000 Penalty: 1006.955933
	Iteration 33Q: 3 clusters Score -3255042 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3255158.500000 Penalty: 1006.955933
	Iteration 34Q: 3 clusters Score -3255158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3255238.500000 Penalty: 1006.955933
	Iteration 35Q: 3 clusters Score -3255238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3255320.250000 Penalty: 1006.955933
	Iteration 36Q: 3 clusters Score -3255320 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3255392.000000 Penalty: 1006.955933
	Iteration 37Q: 3 clusters Score -3255392 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3255463.000000 Penalty: 1006.955933
	Iteration 38Q: 3 clusters Score -3255463 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3255518.750000 Penalty: 1006.955933
	Iteration 39Q: 3 clusters Score -3255519 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3255573.000000 Penalty: 1006.955933
	Iteration 40F: 3 clusters Score -3255573 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3255615.250000 Penalty: 1006.955933
	Iteration 41Q: 3 clusters Score -3255615 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3255652.500000 Penalty: 1006.955933
	Iteration 42Q: 3 clusters Score -3255652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3255700.000000 Penalty: 1006.955933
	Iteration 43Q: 3 clusters Score -3255700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3255730.500000 Penalty: 1006.955933
	Iteration 44Q: 3 clusters Score -3255730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3255772.000000 Penalty: 1006.955933
	Iteration 45Q: 3 clusters Score -3255772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3255820.000000 Penalty: 1006.955933
	Iteration 46Q: 3 clusters Score -3255820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3255849.000000 Penalty: 1006.955933
	Iteration 47Q: 3 clusters Score -3255849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3255884.250000 Penalty: 1006.955933
	Iteration 48Q: 3 clusters Score -3255884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3255915.750000 Penalty: 1006.955933
	Iteration 49Q: 3 clusters Score -3255916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3255944.250000 Penalty: 1006.955933
	Iteration 50Q: 3 clusters Score -3255944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3255959.250000 Penalty: 1006.955933
	Iteration 51Q: 3 clusters Score -3255959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3255980.750000 Penalty: 1006.955933
	Iteration 52Q: 3 clusters Score -3255981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3255996.250000 Penalty: 1006.955933
	Iteration 53Q: 3 clusters Score -3255996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3256015.250000 Penalty: 1006.955933
	Iteration 54Q: 3 clusters Score -3256015 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3256029.750000 Penalty: 1006.955933
	Iteration 55Q: 3 clusters Score -3256030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3256052.500000 Penalty: 1006.955933
	Iteration 56Q: 3 clusters Score -3256052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3256072.000000 Penalty: 1006.955933
	Iteration 57Q: 3 clusters Score -3256072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3256083.250000 Penalty: 1006.955933
	Iteration 58Q: 3 clusters Score -3256083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3256089.250000 Penalty: 1006.955933
	Iteration 59Q: 3 clusters Score -3256089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3256108.500000 Penalty: 1006.955933
	Iteration 60F: 3 clusters Score -3256108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3256114.750000 Penalty: 1006.955933
	Iteration 61Q: 3 clusters Score -3256115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3256119.000000 Penalty: 1006.955933
	Iteration 62Q: 3 clusters Score -3256119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3256125.500000 Penalty: 1006.955933
	Iteration 63Q: 3 clusters Score -3256126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3256141.500000 Penalty: 1006.955933
	Iteration 64Q: 3 clusters Score -3256142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3256153.500000 Penalty: 1006.955933
	Iteration 65Q: 3 clusters Score -3256154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3256158.250000 Penalty: 1006.955933
	Iteration 66Q: 3 clusters Score -3256158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3256161.750000 Penalty: 1006.955933
	Iteration 67Q: 3 clusters Score -3256162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3256166.000000 Penalty: 1006.955933
	Iteration 68Q: 3 clusters Score -3256166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3256169.500000 Penalty: 1006.955933
	Iteration 69Q: 3 clusters Score -3256170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3256175.000000 Penalty: 1006.955933
	Iteration 70Q: 3 clusters Score -3256175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3256174.250000 Penalty: 1006.955933
	Iteration 71Q: 3 clusters Score -3256174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3256174.250000 Penalty: 1006.955933
	Iteration 72Q: 3 clusters Score -3256174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3256175.250000 Penalty: 1006.955933
	Iteration 73Q: 3 clusters Score -3256175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3256177.000000 Penalty: 1006.955933
	Iteration 74Q: 3 clusters Score -3256177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3256177.250000 Penalty: 1006.955933
	Iteration 75Q: 3 clusters Score -3256177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3256176.000000 Penalty: 1006.955933
	Iteration 76Q: 3 clusters Score -3256176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3256178.500000 Penalty: 1006.955933
	Iteration 77Q: 3 clusters Score -3256178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3256179.000000 Penalty: 1006.955933
	Iteration 78Q: 3 clusters Score -3256179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3256179.750000 Penalty: 1006.955933
	Iteration 79Q: 3 clusters Score -3256180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3256180.500000 Penalty: 1006.955933
	Iteration 80F: 3 clusters Score -3256180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3256176.500000 Penalty: 1006.955933
	Iteration 81Q: 3 clusters Score -3256176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3256174.750000 Penalty: 1006.955933
	Iteration 82Q: 3 clusters Score -3256175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3256176.000000 Penalty: 1006.955933
	Iteration 83Q: 3 clusters Score -3256176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3256175.250000 Penalty: 1006.955933
	Iteration 84Q: 3 clusters Score -3256175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3256176.500000 Penalty: 1006.955933
	Iteration 85Q: 3 clusters Score -3256176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3256179.000000 Penalty: 1006.955933
	Iteration 86Q: 3 clusters Score -3256179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3256180.750000 Penalty: 1006.955933
	Iteration 87Q: 3 clusters Score -3256181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3256181.750000 Penalty: 1006.955933
	Iteration 88Q: 3 clusters Score -3256182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3256178.500000 Penalty: 1006.955933
	Iteration 89Q: 3 clusters Score -3256178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3256183.750000 Penalty: 1006.955933
	Iteration 90Q: 3 clusters Score -3256184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3256186.500000 Penalty: 1006.955933
	Iteration 91Q: 3 clusters Score -3256186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3256188.500000 Penalty: 1006.955933
	Iteration 92Q: 3 clusters Score -3256188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3256192.500000 Penalty: 1006.955933
	Iteration 93Q: 3 clusters Score -3256192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3256195.250000 Penalty: 1006.955933
	Iteration 94Q: 3 clusters Score -3256195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3256195.750000 Penalty: 1006.955933
	Iteration 95Q: 3 clusters Score -3256196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3256198.500000 Penalty: 1006.955933
	Iteration 96Q: 3 clusters Score -3256198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3256198.500000 Penalty: 1006.955933
	Iteration 97F: 3 clusters Score -3256198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -10681.039062 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -10681.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10376.854492 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -10376.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10454.905273 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -10454.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10481.544922 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -10481.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10500.594727 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -10500.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10521.702148 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -10521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10546.576172 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -10546.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10578.286133 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -10578.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10591.954102 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -10591.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10594.107422 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -10594.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10594.107422 Penalty: 499.868591
	Iteration 9F: 3 clusters Score -10594.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -98247.484375 Penalty: 346.608063
	Iteration 0F: 2 clusters Score -98247.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -96833.250000 Penalty: 693.216125
	Iteration 0F: 3 clusters Score -96833.25 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -97329.476562 Penalty: 693.216125
	Iteration 1F: 3 clusters Score -97329.48 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -97459.867188 Penalty: 693.216125
	Iteration 2F: 3 clusters Score -97459.87 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -97574.531250 Penalty: 693.216125
	Iteration 3F: 3 clusters Score -97574.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -97666.132812 Penalty: 693.216125
	Iteration 4F: 3 clusters Score -97666.13 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97741.351562 Penalty: 693.216125
	Iteration 5F: 3 clusters Score -97741.35 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -97779.726562 Penalty: 693.216125
	Iteration 6Q: 3 clusters Score -97779.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -97811.570312 Penalty: 693.216125
	Iteration 7Q: 3 clusters Score -97811.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97835.320312 Penalty: 693.216125
	Iteration 8Q: 3 clusters Score -97835.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97857.890625 Penalty: 693.216125
	Iteration 9Q: 3 clusters Score -97857.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97873.679688 Penalty: 693.216125
	Iteration 10Q: 3 clusters Score -97873.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97883.156250 Penalty: 693.216125
	Iteration 11Q: 3 clusters Score -97883.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -97888.226562 Penalty: 693.216125
	Iteration 12Q: 3 clusters Score -97888.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97889.945312 Penalty: 693.216125
	Iteration 13Q: 3 clusters Score -97889.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97892.859375 Penalty: 693.216125
	Iteration 14Q: 3 clusters Score -97892.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97896.851562 Penalty: 693.216125
	Iteration 15Q: 3 clusters Score -97896.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97900.406250 Penalty: 693.216125
	Iteration 16Q: 3 clusters Score -97900.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97902.968750 Penalty: 693.216125
	Iteration 17Q: 3 clusters Score -97902.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97905.335938 Penalty: 693.216125
	Iteration 18Q: 3 clusters Score -97905.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97906.156250 Penalty: 693.216125
	Iteration 19Q: 3 clusters Score -97906.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -97906.476562 Penalty: 693.216125
	Iteration 20F: 3 clusters Score -97906.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97907.203125 Penalty: 693.216125
	Iteration 21Q: 3 clusters Score -97907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -97907.953125 Penalty: 693.216125
	Iteration 22Q: 3 clusters Score -97907.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97909.359375 Penalty: 693.216125
	Iteration 23Q: 3 clusters Score -97909.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97910.210938 Penalty: 693.216125
	Iteration 24Q: 3 clusters Score -97910.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97912.125000 Penalty: 693.216125
	Iteration 25Q: 3 clusters Score -97912.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97912.750000 Penalty: 693.216125
	Iteration 26Q: 3 clusters Score -97912.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97914.218750 Penalty: 693.216125
	Iteration 27Q: 3 clusters Score -97914.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97917.289062 Penalty: 693.216125
	Iteration 28Q: 3 clusters Score -97917.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97921.281250 Penalty: 693.216125
	Iteration 29Q: 3 clusters Score -97921.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97923.210938 Penalty: 693.216125
	Iteration 30Q: 3 clusters Score -97923.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97924.640625 Penalty: 693.216125
	Iteration 31Q: 3 clusters Score -97924.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97926.046875 Penalty: 693.216125
	Iteration 32Q: 3 clusters Score -97926.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97927.414062 Penalty: 693.216125
	Iteration 33Q: 3 clusters Score -97927.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97929.718750 Penalty: 693.216125
	Iteration 34Q: 3 clusters Score -97929.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97931.609375 Penalty: 693.216125
	Iteration 35Q: 3 clusters Score -97931.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97933.781250 Penalty: 693.216125
	Iteration 36Q: 3 clusters Score -97933.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97934.898438 Penalty: 693.216125
	Iteration 37Q: 3 clusters Score -97934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97935.992188 Penalty: 693.216125
	Iteration 38Q: 3 clusters Score -97935.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97937.281250 Penalty: 693.216125
	Iteration 39Q: 3 clusters Score -97937.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97937.531250 Penalty: 693.216125
	Iteration 40F: 3 clusters Score -97937.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97937.835938 Penalty: 693.216125
	Iteration 41Q: 3 clusters Score -97937.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97938.015625 Penalty: 693.216125
	Iteration 42Q: 3 clusters Score -97938.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97939.664062 Penalty: 693.216125
	Iteration 43Q: 3 clusters Score -97939.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97940.437500 Penalty: 693.216125
	Iteration 44Q: 3 clusters Score -97940.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97942.414062 Penalty: 693.216125
	Iteration 45Q: 3 clusters Score -97942.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97946.960938 Penalty: 693.216125
	Iteration 46Q: 3 clusters Score -97946.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97954.015625 Penalty: 693.216125
	Iteration 47Q: 3 clusters Score -97954.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97957.757812 Penalty: 693.216125
	Iteration 48Q: 3 clusters Score -97957.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97960.156250 Penalty: 693.216125
	Iteration 49Q: 3 clusters Score -97960.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97962.054688 Penalty: 693.216125
	Iteration 50Q: 3 clusters Score -97962.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97966.226562 Penalty: 693.216125
	Iteration 51Q: 3 clusters Score -97966.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97969.476562 Penalty: 693.216125
	Iteration 52Q: 3 clusters Score -97969.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97973.062500 Penalty: 693.216125
	Iteration 53Q: 3 clusters Score -97973.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97975.609375 Penalty: 693.216125
	Iteration 54Q: 3 clusters Score -97975.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97977.750000 Penalty: 693.216125
	Iteration 55Q: 3 clusters Score -97977.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97979.445312 Penalty: 693.216125
	Iteration 56Q: 3 clusters Score -97979.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97981.164062 Penalty: 693.216125
	Iteration 57Q: 3 clusters Score -97981.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97981.515625 Penalty: 693.216125
	Iteration 58Q: 3 clusters Score -97981.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97981.515625 Penalty: 693.216125
	Iteration 59F: 3 clusters Score -97981.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -182844.625000 Penalty: 377.333710
	Iteration 0F: 2 clusters Score -182844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -180045.937500 Penalty: 754.667419
	Iteration 0F: 3 clusters Score -180045.9 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -181037.593750 Penalty: 754.667419
	Iteration 1F: 3 clusters Score -181037.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -181158.437500 Penalty: 754.667419
	Iteration 2F: 3 clusters Score -181158.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -181270.093750 Penalty: 754.667419
	Iteration 3F: 3 clusters Score -181270.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -181401.781250 Penalty: 754.667419
	Iteration 4F: 3 clusters Score -181401.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -181532.125000 Penalty: 754.667419
	Iteration 5Q: 3 clusters Score -181532.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -181687.671875 Penalty: 754.667419
	Iteration 6F: 3 clusters Score -181687.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -181863.937500 Penalty: 754.667419
	Iteration 7F: 3 clusters Score -181863.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -182043.484375 Penalty: 754.667419
	Iteration 8F: 3 clusters Score -182043.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -182174.406250 Penalty: 754.667419
	Iteration 9Q: 3 clusters Score -182174.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -182262.203125 Penalty: 754.667419
	Iteration 10Q: 3 clusters Score -182262.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -182331.765625 Penalty: 754.667419
	Iteration 11Q: 3 clusters Score -182331.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -182396.015625 Penalty: 754.667419
	Iteration 12Q: 3 clusters Score -182396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -182461.343750 Penalty: 754.667419
	Iteration 13Q: 3 clusters Score -182461.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -182506.187500 Penalty: 754.667419
	Iteration 14Q: 3 clusters Score -182506.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -182548.937500 Penalty: 754.667419
	Iteration 15Q: 3 clusters Score -182548.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -182573.812500 Penalty: 754.667419
	Iteration 16Q: 3 clusters Score -182573.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -182593.421875 Penalty: 754.667419
	Iteration 17Q: 3 clusters Score -182593.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -182605.734375 Penalty: 754.667419
	Iteration 18Q: 3 clusters Score -182605.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -182610.593750 Penalty: 754.667419
	Iteration 19Q: 3 clusters Score -182610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -182613.593750 Penalty: 754.667419
	Iteration 20F: 3 clusters Score -182613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -182615.218750 Penalty: 754.667419
	Iteration 21Q: 3 clusters Score -182615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -182616.812500 Penalty: 754.667419
	Iteration 22Q: 3 clusters Score -182616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182617.062500 Penalty: 754.667419
	Iteration 23Q: 3 clusters Score -182617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182617.312500 Penalty: 754.667419
	Iteration 24Q: 3 clusters Score -182617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -182617.281250 Penalty: 754.667419
	Iteration 25Q: 3 clusters Score -182617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -182617.343750 Penalty: 754.667419
	Iteration 26Q: 3 clusters Score -182617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -182616.843750 Penalty: 754.667419
	Iteration 27Q: 3 clusters Score -182616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -182617.203125 Penalty: 754.667419
	Iteration 28Q: 3 clusters Score -182617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -182617.203125 Penalty: 754.667419
	Iteration 29F: 3 clusters Score -182617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -34714.660156 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -34714.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34080.835938 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34080.84 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34242.257812 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -34242.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -34303.207031 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -34303.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -34339.414062 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -34339.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -34365.171875 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -34365.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34379.203125 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -34379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34388.808594 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -34388.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34400.375000 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -34400.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -34407.632812 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -34407.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -34409.789062 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -34409.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -34412.859375 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -34412.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -34415.644531 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -34415.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -34417.382812 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -34417.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -34418.632812 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -34418.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -34421.285156 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -34421.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -34423.898438 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -34423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -34427.324219 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -34427.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -34428.609375 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -34428.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34431.042969 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -34431.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34433.625000 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -34433.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34434.511719 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -34434.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34434.593750 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -34434.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34434.746094 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -34434.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34434.746094 Penalty: 600.588257
	Iteration 23F: 3 clusters Score -34434.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -686619.750000 Penalty: 431.761261
	Iteration 0F: 2 clusters Score -686619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -677724.250000 Penalty: 863.522522
	Iteration 0F: 3 clusters Score -677724.2 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -681284.312500 Penalty: 863.522522
	Iteration 1F: 3 clusters Score -681284.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -681585.250000 Penalty: 863.522522
	Iteration 2Q: 3 clusters Score -681585.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -682028.687500 Penalty: 863.522522
	Iteration 3F: 3 clusters Score -682028.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -682632.500000 Penalty: 863.522522
	Iteration 4F: 3 clusters Score -682632.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -683461.312500 Penalty: 863.522522
	Iteration 5F: 3 clusters Score -683461.3 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -684408.625000 Penalty: 863.522522
	Iteration 6F: 3 clusters Score -684408.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -685016.312500 Penalty: 863.522522
	Iteration 7F: 3 clusters Score -685016.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -685241.812500 Penalty: 863.522522
	Iteration 8Q: 3 clusters Score -685241.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -685334.375000 Penalty: 863.522522
	Iteration 9Q: 3 clusters Score -685334.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -685405.250000 Penalty: 863.522522
	Iteration 10Q: 3 clusters Score -685405.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -685472.312500 Penalty: 863.522522
	Iteration 11Q: 3 clusters Score -685472.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -685533.562500 Penalty: 863.522522
	Iteration 12Q: 3 clusters Score -685533.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -685576.187500 Penalty: 863.522522
	Iteration 13Q: 3 clusters Score -685576.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -685620.187500 Penalty: 863.522522
	Iteration 14Q: 3 clusters Score -685620.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -685648.812500 Penalty: 863.522522
	Iteration 15Q: 3 clusters Score -685648.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -685681.687500 Penalty: 863.522522
	Iteration 16Q: 3 clusters Score -685681.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -685710.125000 Penalty: 863.522522
	Iteration 17Q: 3 clusters Score -685710.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -685729.750000 Penalty: 863.522522
	Iteration 18Q: 3 clusters Score -685729.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -685745.312500 Penalty: 863.522522
	Iteration 19Q: 3 clusters Score -685745.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -685755.937500 Penalty: 863.522522
	Iteration 20F: 3 clusters Score -685755.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -685768.062500 Penalty: 863.522522
	Iteration 21Q: 3 clusters Score -685768.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -685777.437500 Penalty: 863.522522
	Iteration 22Q: 3 clusters Score -685777.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -685784.562500 Penalty: 863.522522
	Iteration 23Q: 3 clusters Score -685784.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -685789.187500 Penalty: 863.522522
	Iteration 24Q: 3 clusters Score -685789.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -685794.125000 Penalty: 863.522522
	Iteration 25Q: 3 clusters Score -685794.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -685798.750000 Penalty: 863.522522
	Iteration 26Q: 3 clusters Score -685798.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -685801.750000 Penalty: 863.522522
	Iteration 27Q: 3 clusters Score -685801.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -685800.750000 Penalty: 863.522522
	Iteration 28Q: 3 clusters Score -685800.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -685805.000000 Penalty: 863.522522
	Iteration 29Q: 3 clusters Score -685805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -685806.187500 Penalty: 863.522522
	Iteration 30Q: 3 clusters Score -685806.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -685808.437500 Penalty: 863.522522
	Iteration 31Q: 3 clusters Score -685808.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -685809.187500 Penalty: 863.522522
	Iteration 32Q: 3 clusters Score -685809.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -685811.187500 Penalty: 863.522522
	Iteration 33Q: 3 clusters Score -685811.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -685812.875000 Penalty: 863.522522
	Iteration 34Q: 3 clusters Score -685812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -685813.937500 Penalty: 863.522522
	Iteration 35Q: 3 clusters Score -685813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -685811.750000 Penalty: 863.522522
	Iteration 36Q: 3 clusters Score -685811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -685813.625000 Penalty: 863.522522
	Iteration 37Q: 3 clusters Score -685813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -685812.875000 Penalty: 863.522522
	Iteration 38Q: 3 clusters Score -685812.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -685814.562500 Penalty: 863.522522
	Iteration 39Q: 3 clusters Score -685814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -685818.250000 Penalty: 863.522522
	Iteration 40F: 3 clusters Score -685818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -685818.937500 Penalty: 863.522522
	Iteration 41Q: 3 clusters Score -685818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -685820.437500 Penalty: 863.522522
	Iteration 42Q: 3 clusters Score -685820.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -685820.250000 Penalty: 863.522522
	Iteration 43Q: 3 clusters Score -685820.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -685820.937500 Penalty: 863.522522
	Iteration 44Q: 3 clusters Score -685820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -685821.375000 Penalty: 863.522522
	Iteration 45Q: 3 clusters Score -685821.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -685823.875000 Penalty: 863.522522
	Iteration 46Q: 3 clusters Score -685823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -685824.562500 Penalty: 863.522522
	Iteration 47Q: 3 clusters Score -685824.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -685826.750000 Penalty: 863.522522
	Iteration 48Q: 3 clusters Score -685826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -685829.437500 Penalty: 863.522522
	Iteration 49Q: 3 clusters Score -685829.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -685832.875000 Penalty: 863.522522
	Iteration 50Q: 3 clusters Score -685832.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -685835.437500 Penalty: 863.522522
	Iteration 51Q: 3 clusters Score -685835.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -685838.875000 Penalty: 863.522522
	Iteration 52Q: 3 clusters Score -685838.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -685841.062500 Penalty: 863.522522
	Iteration 53Q: 3 clusters Score -685841.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -685844.375000 Penalty: 863.522522
	Iteration 54Q: 3 clusters Score -685844.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -685852.750000 Penalty: 863.522522
	Iteration 55Q: 3 clusters Score -685852.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -685855.437500 Penalty: 863.522522
	Iteration 56Q: 3 clusters Score -685855.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -685858.187500 Penalty: 863.522522
	Iteration 57Q: 3 clusters Score -685858.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -685862.750000 Penalty: 863.522522
	Iteration 58Q: 3 clusters Score -685862.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -685865.250000 Penalty: 863.522522
	Iteration 59Q: 3 clusters Score -685865.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -685871.812500 Penalty: 863.522522
	Iteration 60F: 3 clusters Score -685871.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -685875.250000 Penalty: 863.522522
	Iteration 61Q: 3 clusters Score -685875.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -685876.625000 Penalty: 863.522522
	Iteration 62Q: 3 clusters Score -685876.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -685884.000000 Penalty: 863.522522
	Iteration 63Q: 3 clusters Score -685884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -685890.875000 Penalty: 863.522522
	Iteration 64Q: 3 clusters Score -685890.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -685893.500000 Penalty: 863.522522
	Iteration 65Q: 3 clusters Score -685893.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -685898.562500 Penalty: 863.522522
	Iteration 66Q: 3 clusters Score -685898.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -685903.875000 Penalty: 863.522522
	Iteration 67Q: 3 clusters Score -685903.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -685909.062500 Penalty: 863.522522
	Iteration 68Q: 3 clusters Score -685909.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -685915.750000 Penalty: 863.522522
	Iteration 69Q: 3 clusters Score -685915.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -685923.937500 Penalty: 863.522522
	Iteration 70Q: 3 clusters Score -685923.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -685924.875000 Penalty: 863.522522
	Iteration 71Q: 3 clusters Score -685924.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -685928.937500 Penalty: 863.522522
	Iteration 72Q: 3 clusters Score -685928.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -685935.875000 Penalty: 863.522522
	Iteration 73Q: 3 clusters Score -685935.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -685941.500000 Penalty: 863.522522
	Iteration 74Q: 3 clusters Score -685941.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -685946.812500 Penalty: 863.522522
	Iteration 75Q: 3 clusters Score -685946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -685954.312500 Penalty: 863.522522
	Iteration 76Q: 3 clusters Score -685954.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -685961.437500 Penalty: 863.522522
	Iteration 77Q: 3 clusters Score -685961.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -685967.812500 Penalty: 863.522522
	Iteration 78Q: 3 clusters Score -685967.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -685977.375000 Penalty: 863.522522
	Iteration 79Q: 3 clusters Score -685977.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -685981.687500 Penalty: 863.522522
	Iteration 80F: 3 clusters Score -685981.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -685988.187500 Penalty: 863.522522
	Iteration 81Q: 3 clusters Score -685988.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -685994.687500 Penalty: 863.522522
	Iteration 82Q: 3 clusters Score -685994.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -686003.312500 Penalty: 863.522522
	Iteration 83Q: 3 clusters Score -686003.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -686009.375000 Penalty: 863.522522
	Iteration 84Q: 3 clusters Score -686009.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -686015.750000 Penalty: 863.522522
	Iteration 85Q: 3 clusters Score -686015.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -686025.750000 Penalty: 863.522522
	Iteration 86Q: 3 clusters Score -686025.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -686033.812500 Penalty: 863.522522
	Iteration 87Q: 3 clusters Score -686033.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -686049.062500 Penalty: 863.522522
	Iteration 88Q: 3 clusters Score -686049.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -686062.375000 Penalty: 863.522522
	Iteration 89Q: 3 clusters Score -686062.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -686074.312500 Penalty: 863.522522
	Iteration 90Q: 3 clusters Score -686074.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -686086.562500 Penalty: 863.522522
	Iteration 91Q: 3 clusters Score -686086.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -686105.312500 Penalty: 863.522522
	Iteration 92Q: 3 clusters Score -686105.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -686123.375000 Penalty: 863.522522
	Iteration 93Q: 3 clusters Score -686123.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -686148.437500 Penalty: 863.522522
	Iteration 94Q: 3 clusters Score -686148.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -686172.500000 Penalty: 863.522522
	Iteration 95Q: 3 clusters Score -686172.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -686198.562500 Penalty: 863.522522
	Iteration 96Q: 3 clusters Score -686198.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -686218.625000 Penalty: 863.522522
	Iteration 97Q: 3 clusters Score -686218.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -686239.187500 Penalty: 863.522522
	Iteration 98Q: 3 clusters Score -686239.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -686260.000000 Penalty: 863.522522
	Iteration 99Q: 3 clusters Score -686260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -686278.250000 Penalty: 863.522522
	Iteration 100F: 3 clusters Score -686278.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -686294.500000 Penalty: 863.522522
	Iteration 101Q: 3 clusters Score -686294.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -686310.812500 Penalty: 863.522522
	Iteration 102Q: 3 clusters Score -686310.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -686323.375000 Penalty: 863.522522
	Iteration 103Q: 3 clusters Score -686323.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -686339.750000 Penalty: 863.522522
	Iteration 104Q: 3 clusters Score -686339.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -686348.812500 Penalty: 863.522522
	Iteration 105Q: 3 clusters Score -686348.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -686353.312500 Penalty: 863.522522
	Iteration 106Q: 3 clusters Score -686353.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -686363.312500 Penalty: 863.522522
	Iteration 107Q: 3 clusters Score -686363.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -686370.375000 Penalty: 863.522522
	Iteration 108Q: 3 clusters Score -686370.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -686377.375000 Penalty: 863.522522
	Iteration 109Q: 3 clusters Score -686377.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -686380.500000 Penalty: 863.522522
	Iteration 110Q: 3 clusters Score -686380.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -686387.312500 Penalty: 863.522522
	Iteration 111Q: 3 clusters Score -686387.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -686390.250000 Penalty: 863.522522
	Iteration 112Q: 3 clusters Score -686390.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -686396.375000 Penalty: 863.522522
	Iteration 113Q: 3 clusters Score -686396.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -686403.125000 Penalty: 863.522522
	Iteration 114Q: 3 clusters Score -686403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -686405.375000 Penalty: 863.522522
	Iteration 115Q: 3 clusters Score -686405.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -686409.375000 Penalty: 863.522522
	Iteration 116Q: 3 clusters Score -686409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -686410.750000 Penalty: 863.522522
	Iteration 117Q: 3 clusters Score -686410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -686415.562500 Penalty: 863.522522
	Iteration 118Q: 3 clusters Score -686415.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -686416.625000 Penalty: 863.522522
	Iteration 119Q: 3 clusters Score -686416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -686416.000000 Penalty: 863.522522
	Iteration 120F: 3 clusters Score -686416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -686416.750000 Penalty: 863.522522
	Iteration 121Q: 3 clusters Score -686416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -686419.125000 Penalty: 863.522522
	Iteration 122Q: 3 clusters Score -686419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -686419.750000 Penalty: 863.522522
	Iteration 123Q: 3 clusters Score -686419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -686421.687500 Penalty: 863.522522
	Iteration 124Q: 3 clusters Score -686421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -686421.062500 Penalty: 863.522522
	Iteration 125Q: 3 clusters Score -686421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -686423.062500 Penalty: 863.522522
	Iteration 126Q: 3 clusters Score -686423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -686425.625000 Penalty: 863.522522
	Iteration 127Q: 3 clusters Score -686425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -686425.062500 Penalty: 863.522522
	Iteration 128Q: 3 clusters Score -686425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -686426.375000 Penalty: 863.522522
	Iteration 129Q: 3 clusters Score -686426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -686427.562500 Penalty: 863.522522
	Iteration 130Q: 3 clusters Score -686427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -686429.687500 Penalty: 863.522522
	Iteration 131Q: 3 clusters Score -686429.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -686430.687500 Penalty: 863.522522
	Iteration 132Q: 3 clusters Score -686430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -686437.187500 Penalty: 863.522522
	Iteration 133Q: 3 clusters Score -686437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -686438.187500 Penalty: 863.522522
	Iteration 134Q: 3 clusters Score -686438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -686441.062500 Penalty: 863.522522
	Iteration 135Q: 3 clusters Score -686441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -686443.750000 Penalty: 863.522522
	Iteration 136Q: 3 clusters Score -686443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -686445.187500 Penalty: 863.522522
	Iteration 137Q: 3 clusters Score -686445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -686446.250000 Penalty: 863.522522
	Iteration 138Q: 3 clusters Score -686446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -686446.312500 Penalty: 863.522522
	Iteration 139Q: 3 clusters Score -686446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -686447.687500 Penalty: 863.522522
	Iteration 140F: 3 clusters Score -686447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -36478.882812 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -36478.88 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 399 members 
Entering Unmasked Estep 
Score: -35811.656250 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -35811.66 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35989.464844 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -35989.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36032.339844 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -36032.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36051.757812 Penalty: 605.527893
	Iteration 3Q: 3 clusters Score -36051.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36063.933594 Penalty: 605.527893
	Iteration 4Q: 3 clusters Score -36063.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36075.273438 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -36075.27 nChanged 17
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: -36084.839844 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -36084.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36093.964844 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -36093.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36101.421875 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -36101.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36105.828125 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -36105.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36110.976562 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -36110.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36121.675781 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -36121.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36130.441406 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -36130.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36137.539062 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -36137.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36146.304688 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -36146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36153.058594 Penalty: 605.527893
	Iteration 15Q: 3 clusters Score -36153.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36161.304688 Penalty: 605.527893
	Iteration 16Q: 3 clusters Score -36161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36167.210938 Penalty: 605.527893
	Iteration 17Q: 3 clusters Score -36167.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36168.554688 Penalty: 605.527893
	Iteration 18Q: 3 clusters Score -36168.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36168.855469 Penalty: 605.527893
	Iteration 19Q: 3 clusters Score -36168.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36168.855469 Penalty: 605.527893
	Iteration 20F: 3 clusters Score -36168.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -169922.515625 Penalty: 370.317993
	Iteration 0F: 2 clusters Score -169922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -167639.515625 Penalty: 740.635986
	Iteration 0F: 3 clusters Score -167639.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -168417.718750 Penalty: 740.635986
	Iteration 1F: 3 clusters Score -168417.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -168496.125000 Penalty: 740.635986
	Iteration 2F: 3 clusters Score -168496.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -168578.937500 Penalty: 740.635986
	Iteration 3Q: 3 clusters Score -168578.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -168662.843750 Penalty: 740.635986
	Iteration 4Q: 3 clusters Score -168662.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -168745.562500 Penalty: 740.635986
	Iteration 5Q: 3 clusters Score -168745.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -168887.640625 Penalty: 740.635986
	Iteration 6F: 3 clusters Score -168887.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -169079.328125 Penalty: 740.635986
	Iteration 7F: 3 clusters Score -169079.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -169284.218750 Penalty: 740.635986
	Iteration 8F: 3 clusters Score -169284.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -169404.218750 Penalty: 740.635986
	Iteration 9Q: 3 clusters Score -169404.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -169473.968750 Penalty: 740.635986
	Iteration 10Q: 3 clusters Score -169474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -169523.703125 Penalty: 740.635986
	Iteration 11Q: 3 clusters Score -169523.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -169558.531250 Penalty: 740.635986
	Iteration 12Q: 3 clusters Score -169558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -169573.937500 Penalty: 740.635986
	Iteration 13Q: 3 clusters Score -169573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -169579.140625 Penalty: 740.635986
	Iteration 14Q: 3 clusters Score -169579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -169584.109375 Penalty: 740.635986
	Iteration 15Q: 3 clusters Score -169584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -169592.187500 Penalty: 740.635986
	Iteration 16Q: 3 clusters Score -169592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -169600.250000 Penalty: 740.635986
	Iteration 17Q: 3 clusters Score -169600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -169603.906250 Penalty: 740.635986
	Iteration 18Q: 3 clusters Score -169603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -169603.906250 Penalty: 740.635986
	Iteration 19F: 3 clusters Score -169603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -6783.923340 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -6783.923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6544.680176 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -6544.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6592.666016 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -6592.666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6600.104980 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -6600.105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6601.869141 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -6601.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6601.869141 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -6601.869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (340586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340586 members 
Entering Unmasked Estep 
Score: -16535611.000000 Penalty: 579.598267
	Iteration 0F: 2 clusters Score -1.653561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169329 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -16326874.000000 Penalty: 1159.196533
	Iteration 0F: 3 clusters Score -1.632687e+07 nChanged 167567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 215988 members 
Entering Unmasked Estep 
Score: -16437657.000000 Penalty: 1159.196533
	Iteration 1F: 3 clusters Score -1.643766e+07 nChanged 23857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 239331 members 
Entering Unmasked Estep 
Score: -16453989.000000 Penalty: 1159.196533
	Iteration 2F: 3 clusters Score -1.645399e+07 nChanged 29674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 268811 members 
Entering Unmasked Estep 
Score: -16476311.000000 Penalty: 1159.196533
	Iteration 3F: 3 clusters Score -1.647631e+07 nChanged 27975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 296570 members 
Entering Unmasked Estep 
Score: -16498411.000000 Penalty: 1159.196533
	Iteration 4F: 3 clusters Score -1.649841e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 316362 members 
Entering Unmasked Estep 
Score: -16514651.000000 Penalty: 1159.196533
	Iteration 5F: 3 clusters Score -1.651465e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 328086 members 
Entering Unmasked Estep 
Score: -16525544.000000 Penalty: 1159.196533
	Iteration 6Q: 3 clusters Score -1.652554e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 334569 members 
Entering Unmasked Estep 
Score: -16531354.000000 Penalty: 1159.196533
	Iteration 7Q: 3 clusters Score -1.653135e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 337807 members 
Entering Unmasked Estep 
Score: -16533216.000000 Penalty: 1159.196533
	Iteration 8Q: 3 clusters Score -1.653322e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 339269 members 
Entering Unmasked Estep 
Score: -16534185.000000 Penalty: 1159.196533
	Iteration 9Q: 3 clusters Score -1.653418e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 339929 members 
Entering Unmasked Estep 
Score: -16534670.000000 Penalty: 1159.196533
	Iteration 10Q: 3 clusters Score -1.653467e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340235 members 
Entering Unmasked Estep 
Score: -16534898.000000 Penalty: 1159.196533
	Iteration 11Q: 3 clusters Score -1.65349e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 340363 members 
Entering Unmasked Estep 
Score: -16534998.000000 Penalty: 1159.196533
	Iteration 12Q: 3 clusters Score -1.6535e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 340413 members 
Entering Unmasked Estep 
Score: -16535075.000000 Penalty: 1159.196533
	Iteration 13Q: 3 clusters Score -1.653508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 340437 members 
Entering Unmasked Estep 
Score: -16535084.000000 Penalty: 1159.196533
	Iteration 14Q: 3 clusters Score -1.653508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 340446 members 
Entering Unmasked Estep 
Score: -16535107.000000 Penalty: 1159.196533
	Iteration 15Q: 3 clusters Score -1.653511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 340453 members 
Entering Unmasked Estep 
Score: -16535117.000000 Penalty: 1159.196533
	Iteration 16Q: 3 clusters Score -1.653512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 340457 members 
Entering Unmasked Estep 
Score: -16535119.000000 Penalty: 1159.196533
	Iteration 17Q: 3 clusters Score -1.653512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 340458 members 
Entering Unmasked Estep 
Score: -16535124.000000 Penalty: 1159.196533
	Iteration 18Q: 3 clusters Score -1.653512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 340461 members 
Entering Unmasked Estep 
Score: -16535125.000000 Penalty: 1159.196533
	Iteration 19Q: 3 clusters Score -1.653512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 340464 members 
Entering Unmasked Estep 
Score: -16535124.000000 Penalty: 1159.196533
	Iteration 20F: 3 clusters Score -1.653512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 340466 members 
Entering Unmasked Estep 
Score: -16535132.000000 Penalty: 1159.196533
	Iteration 21Q: 3 clusters Score -1.653513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 340465 members 
Entering Unmasked Estep 
Score: -16535140.000000 Penalty: 1159.196533
	Iteration 22Q: 3 clusters Score -1.653514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 340465 members 
Entering Unmasked Estep 
Score: -16535140.000000 Penalty: 1159.196533
	Iteration 23F: 3 clusters Score -1.653514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -64924.988281 Penalty: 328.693115
	Iteration 0F: 2 clusters Score -64924.99 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 703 members 
Entering Unmasked Estep 
Score: -63884.222656 Penalty: 657.386230
	Iteration 0F: 3 clusters Score -63884.22 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -64221.292969 Penalty: 657.386230
	Iteration 1F: 3 clusters Score -64221.29 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64278.558594 Penalty: 657.386230
	Iteration 2F: 3 clusters Score -64278.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64316.730469 Penalty: 657.386230
	Iteration 3Q: 3 clusters Score -64316.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -64352.964844 Penalty: 657.386230
	Iteration 4Q: 3 clusters Score -64352.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -64391.105469 Penalty: 657.386230
	Iteration 5Q: 3 clusters Score -64391.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -64425.246094 Penalty: 657.386230
	Iteration 6Q: 3 clusters Score -64425.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -64459.890625 Penalty: 657.386230
	Iteration 7Q: 3 clusters Score -64459.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -64495.382812 Penalty: 657.386230
	Iteration 8Q: 3 clusters Score -64495.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -64525.562500 Penalty: 657.386230
	Iteration 9Q: 3 clusters Score -64525.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -64552.941406 Penalty: 657.386230
	Iteration 10Q: 3 clusters Score -64552.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -64578.320312 Penalty: 657.386230
	Iteration 11Q: 3 clusters Score -64578.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -64603.234375 Penalty: 657.386230
	Iteration 12Q: 3 clusters Score -64603.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -64631.589844 Penalty: 657.386230
	Iteration 13Q: 3 clusters Score -64631.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -64647.664062 Penalty: 657.386230
	Iteration 14Q: 3 clusters Score -64647.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -64654.304688 Penalty: 657.386230
	Iteration 15Q: 3 clusters Score -64654.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -64658.750000 Penalty: 657.386230
	Iteration 16Q: 3 clusters Score -64658.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -64662.656250 Penalty: 657.386230
	Iteration 17Q: 3 clusters Score -64662.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -64666.636719 Penalty: 657.386230
	Iteration 18Q: 3 clusters Score -64666.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -64668.593750 Penalty: 657.386230
	Iteration 19Q: 3 clusters Score -64668.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -64670.171875 Penalty: 657.386230
	Iteration 20F: 3 clusters Score -64670.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -64671.550781 Penalty: 657.386230
	Iteration 21Q: 3 clusters Score -64671.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64672.593750 Penalty: 657.386230
	Iteration 22Q: 3 clusters Score -64672.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -64673.421875 Penalty: 657.386230
	Iteration 23Q: 3 clusters Score -64673.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -64673.421875 Penalty: 657.386230
	Iteration 24F: 3 clusters Score -64673.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -3228.903564 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -3228.904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3038.431885 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -3038.432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3061.499756 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -3061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3077.615479 Penalty: 405.345581
	Iteration 2F: 3 clusters Score -3077.615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3082.296875 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -3082.297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3085.030762 Penalty: 405.345581
	Iteration 4Q: 3 clusters Score -3085.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3087.632568 Penalty: 405.345581
	Iteration 5Q: 3 clusters Score -3087.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3087.632568 Penalty: 405.345581
	Iteration 6F: 3 clusters Score -3087.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5601.074219 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5601.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5362.728516 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5362.729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5396.321777 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5396.322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5403.083008 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5403.083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5408.460938 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5408.461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5417.577637 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5417.578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5418.759766 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5418.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5418.759766 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -5418.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -11170.443359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -11170.44 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 119 members 
Entering Unmasked Estep 
Score: -10855.281250 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -10855.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10918.059570 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -10918.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10930.161133 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -10930.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10945.086914 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -10945.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10954.517578 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -10954.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10965.916992 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -10965.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10970.658203 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -10970.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10972.750000 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -10972.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10976.691406 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -10976.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10981.626953 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -10981.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10982.092773 Penalty: 501.354340
	Iteration 10Q: 3 clusters Score -10982.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10982.092773 Penalty: 501.354340
	Iteration 11F: 3 clusters Score -10982.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -27712.742188 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -27712.74 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 294 members 
Entering Unmasked Estep 
Score: -27130.173828 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -27130.17 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27274.806641 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -27274.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27317.347656 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -27317.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27357.011719 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -27357.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27374.367188 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -27374.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27387.335938 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -27387.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27391.855469 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -27391.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27395.300781 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -27395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27397.029297 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -27397.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27399.353516 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -27399.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27400.855469 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -27400.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27401.660156 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -27401.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27401.871094 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -27401.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27402.500000 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -27402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27404.240234 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -27404.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27407.289062 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -27407.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27409.179688 Penalty: 581.968811
	Iteration 16Q: 3 clusters Score -27409.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27410.382812 Penalty: 581.968811
	Iteration 17Q: 3 clusters Score -27410.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27410.382812 Penalty: 581.968811
	Iteration 18F: 3 clusters Score -27410.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Entering Unmasked Estep 
Score: -1511699.375000 Penalty: 471.647034
	Iteration 0F: 2 clusters Score -1511699 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 15968 members 
Entering Unmasked Estep 
Score: -1490389.875000 Penalty: 943.294067
	Iteration 0F: 3 clusters Score -1490390 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1499353.750000 Penalty: 943.294067
	Iteration 1F: 3 clusters Score -1499354 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1499750.500000 Penalty: 943.294067
	Iteration 2Q: 3 clusters Score -1499750 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1500362.750000 Penalty: 943.294067
	Iteration 3Q: 3 clusters Score -1500363 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1501427.250000 Penalty: 943.294067
	Iteration 4F: 3 clusters Score -1501427 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1503004.250000 Penalty: 943.294067
	Iteration 5F: 3 clusters Score -1503004 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -1504901.375000 Penalty: 943.294067
	Iteration 6F: 3 clusters Score -1504901 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1506786.125000 Penalty: 943.294067
	Iteration 7F: 3 clusters Score -1506786 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -1508303.875000 Penalty: 943.294067
	Iteration 8F: 3 clusters Score -1508304 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -1509450.125000 Penalty: 943.294067
	Iteration 9Q: 3 clusters Score -1509450 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -1510225.875000 Penalty: 943.294067
	Iteration 10Q: 3 clusters Score -1510226 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -1510699.000000 Penalty: 943.294067
	Iteration 11Q: 3 clusters Score -1510699 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -1511015.000000 Penalty: 943.294067
	Iteration 12Q: 3 clusters Score -1511015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -1511149.000000 Penalty: 943.294067
	Iteration 13Q: 3 clusters Score -1511149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -1511201.250000 Penalty: 943.294067
	Iteration 14Q: 3 clusters Score -1511201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -1511230.125000 Penalty: 943.294067
	Iteration 15Q: 3 clusters Score -1511230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -1511250.625000 Penalty: 943.294067
	Iteration 16Q: 3 clusters Score -1511251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -1511259.000000 Penalty: 943.294067
	Iteration 17Q: 3 clusters Score -1511259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -1511263.000000 Penalty: 943.294067
	Iteration 18Q: 3 clusters Score -1511263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -1511263.625000 Penalty: 943.294067
	Iteration 19Q: 3 clusters Score -1511264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -1511263.625000 Penalty: 943.294067
	Iteration 20F: 3 clusters Score -1511264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -29509.515625 Penalty: 293.996796
	Iteration 0F: 2 clusters Score -29509.52 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 285 members 
Entering Unmasked Estep 
Score: -28939.806641 Penalty: 587.993591
	Iteration 0F: 3 clusters Score -28939.81 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29076.150391 Penalty: 587.993591
	Iteration 1F: 3 clusters Score -29076.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29109.060547 Penalty: 587.993591
	Iteration 2F: 3 clusters Score -29109.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29131.935547 Penalty: 587.993591
	Iteration 3F: 3 clusters Score -29131.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29150.431641 Penalty: 587.993591
	Iteration 4Q: 3 clusters Score -29150.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29166.263672 Penalty: 587.993591
	Iteration 5Q: 3 clusters Score -29166.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29179.232422 Penalty: 587.993591
	Iteration 6Q: 3 clusters Score -29179.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29192.138672 Penalty: 587.993591
	Iteration 7Q: 3 clusters Score -29192.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29217.187500 Penalty: 587.993591
	Iteration 8Q: 3 clusters Score -29217.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29238.621094 Penalty: 587.993591
	Iteration 9Q: 3 clusters Score -29238.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -29250.093750 Penalty: 587.993591
	Iteration 10Q: 3 clusters Score -29250.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29258.052734 Penalty: 587.993591
	Iteration 11Q: 3 clusters Score -29258.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -29263.179688 Penalty: 587.993591
	Iteration 12Q: 3 clusters Score -29263.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -29265.287109 Penalty: 587.993591
	Iteration 13Q: 3 clusters Score -29265.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29267.027344 Penalty: 587.993591
	Iteration 14Q: 3 clusters Score -29267.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29269.648438 Penalty: 587.993591
	Iteration 15Q: 3 clusters Score -29269.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29270.396484 Penalty: 587.993591
	Iteration 16Q: 3 clusters Score -29270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29273.027344 Penalty: 587.993591
	Iteration 17Q: 3 clusters Score -29273.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29273.027344 Penalty: 587.993591
	Iteration 18F: 3 clusters Score -29273.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -64675.925781 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -64675.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63516.375000 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -63516.38 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -63918.703125 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -63918.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -63989.667969 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -63989.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -64058.406250 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -64058.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64117.164062 Penalty: 665.926758
	Iteration 4Q: 3 clusters Score -64117.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -64182.554688 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -64182.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64238.289062 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -64238.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64300.988281 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -64300.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -64345.992188 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -64345.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -64399.210938 Penalty: 665.926758
	Iteration 9Q: 3 clusters Score -64399.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -64451.273438 Penalty: 665.926758
	Iteration 10Q: 3 clusters Score -64451.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64505.984375 Penalty: 665.926758
	Iteration 11Q: 3 clusters Score -64505.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -64540.328125 Penalty: 665.926758
	Iteration 12Q: 3 clusters Score -64540.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -64552.621094 Penalty: 665.926758
	Iteration 13Q: 3 clusters Score -64552.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -64560.800781 Penalty: 665.926758
	Iteration 14Q: 3 clusters Score -64560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64567.871094 Penalty: 665.926758
	Iteration 15Q: 3 clusters Score -64567.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64572.964844 Penalty: 665.926758
	Iteration 16Q: 3 clusters Score -64572.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -64576.183594 Penalty: 665.926758
	Iteration 17Q: 3 clusters Score -64576.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -64579.574219 Penalty: 665.926758
	Iteration 18Q: 3 clusters Score -64579.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -64581.429688 Penalty: 665.926758
	Iteration 19Q: 3 clusters Score -64581.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -64583.398438 Penalty: 665.926758
	Iteration 20F: 3 clusters Score -64583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64584.980469 Penalty: 665.926758
	Iteration 21Q: 3 clusters Score -64584.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -64585.468750 Penalty: 665.926758
	Iteration 22Q: 3 clusters Score -64585.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -64585.761719 Penalty: 665.926758
	Iteration 23Q: 3 clusters Score -64585.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64585.992188 Penalty: 665.926758
	Iteration 24Q: 3 clusters Score -64585.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64586.507812 Penalty: 665.926758
	Iteration 25Q: 3 clusters Score -64586.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -64587.140625 Penalty: 665.926758
	Iteration 26Q: 3 clusters Score -64587.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -64587.308594 Penalty: 665.926758
	Iteration 27Q: 3 clusters Score -64587.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -64587.343750 Penalty: 665.926758
	Iteration 28Q: 3 clusters Score -64587.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -64587.343750 Penalty: 665.926758
	Iteration 29F: 3 clusters Score -64587.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Entering Unmasked Estep 
Score: -2218268.500000 Penalty: 485.653900
	Iteration 0F: 2 clusters Score -2218268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2189239.250000 Penalty: 971.307800
	Iteration 0F: 3 clusters Score -2189239 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2202141.000000 Penalty: 971.307800
	Iteration 1F: 3 clusters Score -2202141 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2203520.750000 Penalty: 971.307800
	Iteration 2F: 3 clusters Score -2203521 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2205694.750000 Penalty: 971.307800
	Iteration 3F: 3 clusters Score -2205695 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2208555.500000 Penalty: 971.307800
	Iteration 4F: 3 clusters Score -2208556 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2211435.500000 Penalty: 971.307800
	Iteration 5F: 3 clusters Score -2211436 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2213416.500000 Penalty: 971.307800
	Iteration 6F: 3 clusters Score -2213416 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2214406.250000 Penalty: 971.307800
	Iteration 7Q: 3 clusters Score -2214406 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2214943.500000 Penalty: 971.307800
	Iteration 8Q: 3 clusters Score -2214944 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2215315.750000 Penalty: 971.307800
	Iteration 9Q: 3 clusters Score -2215316 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2215626.500000 Penalty: 971.307800
	Iteration 10Q: 3 clusters Score -2215626 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2215903.000000 Penalty: 971.307800
	Iteration 11Q: 3 clusters Score -2215903 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2216170.250000 Penalty: 971.307800
	Iteration 12Q: 3 clusters Score -2216170 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2216410.500000 Penalty: 971.307800
	Iteration 13Q: 3 clusters Score -2216410 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2216618.250000 Penalty: 971.307800
	Iteration 14Q: 3 clusters Score -2216618 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2216794.250000 Penalty: 971.307800
	Iteration 15Q: 3 clusters Score -2216794 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2216950.500000 Penalty: 971.307800
	Iteration 16Q: 3 clusters Score -2216950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2217086.500000 Penalty: 971.307800
	Iteration 17Q: 3 clusters Score -2217086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2217201.750000 Penalty: 971.307800
	Iteration 18Q: 3 clusters Score -2217202 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2217308.250000 Penalty: 971.307800
	Iteration 19Q: 3 clusters Score -2217308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2217399.000000 Penalty: 971.307800
	Iteration 20F: 3 clusters Score -2217399 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2217474.000000 Penalty: 971.307800
	Iteration 21Q: 3 clusters Score -2217474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2217534.250000 Penalty: 971.307800
	Iteration 22Q: 3 clusters Score -2217534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2217588.750000 Penalty: 971.307800
	Iteration 23Q: 3 clusters Score -2217589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2217637.250000 Penalty: 971.307800
	Iteration 24Q: 3 clusters Score -2217637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2217661.750000 Penalty: 971.307800
	Iteration 25Q: 3 clusters Score -2217662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2217700.750000 Penalty: 971.307800
	Iteration 26Q: 3 clusters Score -2217701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2217719.750000 Penalty: 971.307800
	Iteration 27Q: 3 clusters Score -2217720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2217735.500000 Penalty: 971.307800
	Iteration 28Q: 3 clusters Score -2217736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2217740.750000 Penalty: 971.307800
	Iteration 29Q: 3 clusters Score -2217741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2217752.250000 Penalty: 971.307800
	Iteration 30Q: 3 clusters Score -2217752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2217763.750000 Penalty: 971.307800
	Iteration 31Q: 3 clusters Score -2217764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2217776.000000 Penalty: 971.307800
	Iteration 32Q: 3 clusters Score -2217776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2217789.750000 Penalty: 971.307800
	Iteration 33Q: 3 clusters Score -2217790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2217795.750000 Penalty: 971.307800
	Iteration 34Q: 3 clusters Score -2217796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2217804.750000 Penalty: 971.307800
	Iteration 35Q: 3 clusters Score -2217805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2217814.750000 Penalty: 971.307800
	Iteration 36Q: 3 clusters Score -2217815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2217823.250000 Penalty: 971.307800
	Iteration 37Q: 3 clusters Score -2217823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2217829.000000 Penalty: 971.307800
	Iteration 38Q: 3 clusters Score -2217829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2217833.000000 Penalty: 971.307800
	Iteration 39Q: 3 clusters Score -2217833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2217846.000000 Penalty: 971.307800
	Iteration 40F: 3 clusters Score -2217846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2217854.750000 Penalty: 971.307800
	Iteration 41Q: 3 clusters Score -2217855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2217860.250000 Penalty: 971.307800
	Iteration 42Q: 3 clusters Score -2217860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2217865.000000 Penalty: 971.307800
	Iteration 43Q: 3 clusters Score -2217865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2217869.750000 Penalty: 971.307800
	Iteration 44Q: 3 clusters Score -2217870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2217870.500000 Penalty: 971.307800
	Iteration 45Q: 3 clusters Score -2217870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2217877.500000 Penalty: 971.307800
	Iteration 46Q: 3 clusters Score -2217878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2217882.250000 Penalty: 971.307800
	Iteration 47Q: 3 clusters Score -2217882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2217887.000000 Penalty: 971.307800
	Iteration 48Q: 3 clusters Score -2217887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2217887.750000 Penalty: 971.307800
	Iteration 49Q: 3 clusters Score -2217888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2217893.000000 Penalty: 971.307800
	Iteration 50Q: 3 clusters Score -2217893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2217894.250000 Penalty: 971.307800
	Iteration 51Q: 3 clusters Score -2217894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2217895.500000 Penalty: 971.307800
	Iteration 52Q: 3 clusters Score -2217896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2217898.750000 Penalty: 971.307800
	Iteration 53Q: 3 clusters Score -2217899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2217898.750000 Penalty: 971.307800
	Iteration 54Q: 3 clusters Score -2217899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2217898.250000 Penalty: 971.307800
	Iteration 55Q: 3 clusters Score -2217898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2217899.250000 Penalty: 971.307800
	Iteration 56Q: 3 clusters Score -2217899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2217904.750000 Penalty: 971.307800
	Iteration 57Q: 3 clusters Score -2217905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2217905.500000 Penalty: 971.307800
	Iteration 58Q: 3 clusters Score -2217906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2217908.250000 Penalty: 971.307800
	Iteration 59Q: 3 clusters Score -2217908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2217909.500000 Penalty: 971.307800
	Iteration 60F: 3 clusters Score -2217910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2217911.250000 Penalty: 971.307800
	Iteration 61Q: 3 clusters Score -2217911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2217911.250000 Penalty: 971.307800
	Iteration 62F: 3 clusters Score -2217911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6251.465820 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6251.466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6008.257324 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6008.257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6048.601562 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6048.602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6058.555176 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -6058.555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6063.170410 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6063.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6064.171387 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6064.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6067.232910 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6067.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6069.002441 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6069.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6069.002441 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6069.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6038.598633 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6038.599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5879.969238 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5879.969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5990.438965 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5990.439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6046.330566 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6046.331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6066.650879 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -6066.651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6068.720215 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6068.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6074.142578 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6074.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6074.142578 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6074.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 63924 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340586 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31757 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 30 members 
Mstep: Class 25 contains 103 members 
Entering Unmasked Estep 
Score: -25304948.000000 Penalty: 14994.331055
Splitting cluster 24 changes total score from -25305288.000000 to -25304948.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 63924 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3425 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340586 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31757 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305294.000000 Penalty: 14394.557617
Iteration 479Q: 25 clusters Score -2.530529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8599 members 
Mstep: Class 4 contains 63927 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3426 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340589 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31757 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305276.000000 Penalty: 14394.557617
Iteration 480F: 25 clusters Score -2.530528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 4 contains 63932 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3427 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340583 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31762 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43205 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305286.000000 Penalty: 14394.557617
Iteration 481Q: 25 clusters Score -2.530529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 8610 members 
Mstep: Class 4 contains 63935 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340578 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31762 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305276.000000 Penalty: 14394.557617
Iteration 482Q: 25 clusters Score -2.530528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 63940 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340572 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31770 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43208 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305282.000000 Penalty: 14394.557617
Iteration 483Q: 25 clusters Score -2.530528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 63947 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340560 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31790 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43211 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305284.000000 Penalty: 14394.557617
Iteration 484Q: 25 clusters Score -2.530528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 8626 members 
Mstep: Class 4 contains 63947 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340552 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43215 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305284.000000 Penalty: 14394.557617
Iteration 485Q: 25 clusters Score -2.530528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8628 members 
Mstep: Class 4 contains 63947 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13219 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340553 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31817 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305286.000000 Penalty: 14394.557617
Iteration 486Q: 25 clusters Score -2.530529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 63948 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13221 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340555 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31827 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305284.000000 Penalty: 14394.557617
Iteration 487Q: 25 clusters Score -2.530528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8631 members 
Mstep: Class 4 contains 63949 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13222 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340558 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31835 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305292.000000 Penalty: 14394.557617
Iteration 488Q: 25 clusters Score -2.530529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3898 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 63950 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13223 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340560 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31840 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305288.000000 Penalty: 14394.557617
Iteration 489Q: 25 clusters Score -2.530529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 8634 members 
Mstep: Class 4 contains 63950 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340567 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31849 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305308.000000 Penalty: 14394.557617
Iteration 490Q: 25 clusters Score -2.530531e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8635 members 
Mstep: Class 4 contains 63952 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340568 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31866 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 43219 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305310.000000 Penalty: 14394.557617
Iteration 491Q: 25 clusters Score -2.530531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 63955 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340569 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31880 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1507 members 
Mstep: Class 22 contains 43221 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305306.000000 Penalty: 14394.557617
Iteration 492Q: 25 clusters Score -2.530531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 63955 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340579 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31885 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43222 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305330.000000 Penalty: 14394.557617
Iteration 493Q: 25 clusters Score -2.530533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 63955 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13224 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3433 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340586 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31901 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 43224 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305300.000000 Penalty: 14394.557617
Iteration 494Q: 25 clusters Score -2.53053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 8636 members 
Mstep: Class 4 contains 63955 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340590 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31917 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 43228 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305300.000000 Penalty: 14394.557617
Iteration 495Q: 25 clusters Score -2.53053e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 63958 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340591 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31938 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 43231 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305326.000000 Penalty: 14394.557617
Iteration 496Q: 25 clusters Score -2.530533e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 63960 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340592 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31966 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43235 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305330.000000 Penalty: 14394.557617
Iteration 497Q: 25 clusters Score -2.530533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 63965 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340588 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 31996 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43237 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305308.000000 Penalty: 14394.557617
Iteration 498Q: 25 clusters Score -2.530531e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 63971 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340581 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 32027 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43239 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305298.000000 Penalty: 14394.557617
Iteration 499Q: 25 clusters Score -2.53053e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3893 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 63977 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13231 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 3438 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 340578 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 86 members 
Mstep: Class 16 contains 127 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 32056 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 43243 members 
Mstep: Class 23 contains 139 members 
Mstep: Class 24 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305314.000000 Penalty: 14394.557617
Iteration 500F: 25 clusters Score -2.530531e+07 nChanged 53
Maximum iterations exceeded
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75874240.000000 Penalty: 15594.243164
20->25 Clusters: Score -75874240.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 26469 members 
Mstep: Class 3 contains 26709 members 
Mstep: Class 4 contains 26457 members 
Mstep: Class 5 contains 26566 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 26618 members 
Mstep: Class 8 contains 26542 members 
Mstep: Class 9 contains 26745 members 
Mstep: Class 10 contains 26384 members 
Mstep: Class 11 contains 26302 members 
Mstep: Class 12 contains 26555 members 
Mstep: Class 13 contains 26420 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 26457 members 
Mstep: Class 16 contains 26294 members 
Mstep: Class 17 contains 26518 members 
Mstep: Class 18 contains 26809 members 
Mstep: Class 19 contains 26800 members 
Mstep: Class 20 contains 26487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 14.784698 but Gain 599.773438
Score: -23097876.000000 Penalty: 11395.691406
Iteration 0F: 20 clusters Score -2.309788e+07 nChanged 503306
Entering Unmasked Mstep 
Mstep: Class 0 contains 2342 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 43866 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 21214 members 
Mstep: Class 6 contains 5760 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 10756 members 
Mstep: Class 9 contains 32499 members 
Mstep: Class 10 contains 37561 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 73136 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 9224 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 198197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24792330.000000 Penalty: 11395.691406
Iteration 1F: 20 clusters Score -2.479233e+07 nChanged 160605
Entering Unmasked Mstep 
Mstep: Class 0 contains 668 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 1711 members 
Mstep: Class 3 contains 28295 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 21417 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 24157 members 
Mstep: Class 10 contains 24700 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 65533 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 3833 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 957 members 
Mstep: Class 20 contains 275799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 391.922150 but Gain 599.773438
Score: -25020518.000000 Penalty: 10795.917969
Iteration 2F: 19 clusters Score -2.502052e+07 nChanged 99907
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 22300 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 24919 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 16325 members 
Mstep: Class 10 contains 20611 members 
Mstep: Class 13 contains 45026 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 4528 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 338555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 125.742371 but Gain 599.772461
Score: -25098760.000000 Penalty: 10196.145508
Iteration 3F: 18 clusters Score -2.509876e+07 nChanged 65292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23360 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 26070 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 2933 members 
Mstep: Class 9 contains 11533 members 
Mstep: Class 10 contains 20330 members 
Mstep: Class 13 contains 25770 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 6368 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 379964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 207.461365 but Gain 599.773438
Score: -25120574.000000 Penalty: 9596.372070
Iteration 4F: 17 clusters Score -2.512057e+07 nChanged 43274
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 3 contains 25752 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 26158 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 2938 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 21025 members 
Mstep: Class 13 contains 13367 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 8506 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 401942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 535.060547 but Gain 599.773438
Score: -25138418.000000 Penalty: 8996.598633
Iteration 5F: 16 clusters Score -2.513842e+07 nChanged 29822
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 3 contains 27368 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 26207 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 22205 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 411922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 574.195862 but Gain 599.773438
Score: -25155370.000000 Penalty: 8396.825195
Iteration 6F: 15 clusters Score -2.515537e+07 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 3 contains 28182 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 26298 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 23680 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 16 contains 15213 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 414313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25169858.000000 Penalty: 8396.825195
Iteration 7Q: 15 clusters Score -2.516986e+07 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 3 contains 28330 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 26001 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 4542 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 10 contains 25318 members 
Mstep: Class 13 contains 1164 members 
Mstep: Class 16 contains 19148 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 412459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 506.090454 but Gain 599.772949
Score: -25182124.000000 Penalty: 7797.052246
Iteration 8Q: 14 clusters Score -2.518212e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 8 contains 5081 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 16 contains 23065 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 409205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25192992.000000 Penalty: 7797.052246
Iteration 9Q: 14 clusters Score -2.519299e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 3 contains 27538 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25277 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 29030 members 
Mstep: Class 16 contains 26894 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 474 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 404743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 447.170013 but Gain 599.773438
Score: -25202154.000000 Penalty: 7197.278809
Iteration 10Q: 13 clusters Score -2.520215e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 3 contains 26783 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24973 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 10 contains 30633 members 
Mstep: Class 16 contains 30592 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 400950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25210338.000000 Penalty: 7197.278809
Iteration 11Q: 13 clusters Score -2.521034e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 3 contains 25922 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24772 members 
Mstep: Class 7 contains 771 members 
Mstep: Class 8 contains 6509 members 
Mstep: Class 10 contains 32019 members 
Mstep: Class 16 contains 33926 members 
Mstep: Class 17 contains 2926 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 396864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25217156.000000 Penalty: 7197.278809
Iteration 12Q: 13 clusters Score -2.521716e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 3 contains 25051 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24636 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 10 contains 33264 members 
Mstep: Class 16 contains 36940 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 681 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 393183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25222914.000000 Penalty: 7197.278809
Iteration 13Q: 13 clusters Score -2.522291e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 3 contains 24277 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 7 contains 693 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 10 contains 34276 members 
Mstep: Class 16 contains 39581 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 390015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25227748.000000 Penalty: 7197.278809
Iteration 14Q: 13 clusters Score -2.522775e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 3 contains 23549 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 10 contains 35117 members 
Mstep: Class 16 contains 41850 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 387293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25231698.000000 Penalty: 7197.278809
Iteration 15Q: 13 clusters Score -2.52317e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 3 contains 22885 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24592 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 10 contains 35824 members 
Mstep: Class 16 contains 43721 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 385030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25234750.000000 Penalty: 7197.278809
Iteration 16Q: 13 clusters Score -2.523475e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 3 contains 22294 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24686 members 
Mstep: Class 7 contains 705 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 10 contains 36376 members 
Mstep: Class 16 contains 45216 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 383184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25237496.000000 Penalty: 7197.278809
Iteration 17Q: 13 clusters Score -2.52375e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 10 contains 36857 members 
Mstep: Class 16 contains 46538 members 
Mstep: Class 17 contains 3793 members 
Mstep: Class 18 contains 795 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 381547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25239552.000000 Penalty: 7197.278809
Iteration 18Q: 13 clusters Score -2.523955e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 24916 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 16 contains 47605 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 380204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25241606.000000 Penalty: 7197.278809
Iteration 19Q: 13 clusters Score -2.524161e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25087 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 10 contains 37597 members 
Mstep: Class 16 contains 48499 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 850 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 379008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25244170.000000 Penalty: 7197.278809
Iteration 20F: 13 clusters Score -2.524417e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 3 contains 20542 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25238 members 
Mstep: Class 7 contains 748 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 10 contains 37938 members 
Mstep: Class 16 contains 50705 members 
Mstep: Class 17 contains 4080 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 376456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25247608.000000 Penalty: 7197.278809
Iteration 21Q: 13 clusters Score -2.524761e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 3 contains 20220 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25371 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 10 contains 38195 members 
Mstep: Class 16 contains 52868 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 374024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25250632.000000 Penalty: 7197.278809
Iteration 22Q: 13 clusters Score -2.525063e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 3 contains 19966 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25546 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 10 contains 38408 members 
Mstep: Class 16 contains 54961 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 371614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25253194.000000 Penalty: 7197.278809
Iteration 23Q: 13 clusters Score -2.525319e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 3 contains 19769 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 10 contains 38598 members 
Mstep: Class 16 contains 56997 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 369215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25255624.000000 Penalty: 7197.278809
Iteration 24Q: 13 clusters Score -2.525562e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 3 contains 19604 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 25837 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 8630 members 
Mstep: Class 10 contains 38760 members 
Mstep: Class 16 contains 59003 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 366856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25257952.000000 Penalty: 7197.278809
Iteration 25Q: 13 clusters Score -2.525795e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 3 contains 19450 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26004 members 
Mstep: Class 7 contains 673 members 
Mstep: Class 8 contains 8733 members 
Mstep: Class 10 contains 38939 members 
Mstep: Class 16 contains 60972 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 1176 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 364461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25260248.000000 Penalty: 7197.278809
Iteration 26Q: 13 clusters Score -2.526025e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 3 contains 19338 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26191 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 10 contains 39045 members 
Mstep: Class 16 contains 62867 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 1241 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 362193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25262338.000000 Penalty: 7197.278809
Iteration 27Q: 13 clusters Score -2.526234e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 3 contains 19251 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26367 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 8866 members 
Mstep: Class 10 contains 39115 members 
Mstep: Class 16 contains 64697 members 
Mstep: Class 17 contains 4675 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 360020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25264426.000000 Penalty: 7197.278809
Iteration 28Q: 13 clusters Score -2.526443e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26533 members 
Mstep: Class 7 contains 583 members 
Mstep: Class 8 contains 8914 members 
Mstep: Class 10 contains 39185 members 
Mstep: Class 16 contains 66434 members 
Mstep: Class 17 contains 4755 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 357969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25266470.000000 Penalty: 7197.278809
Iteration 29Q: 13 clusters Score -2.526647e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26704 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 10 contains 39256 members 
Mstep: Class 16 contains 68160 members 
Mstep: Class 17 contains 4839 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 355936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25268796.000000 Penalty: 7197.278809
Iteration 30Q: 13 clusters Score -2.52688e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 3 contains 19064 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26860 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 10 contains 39290 members 
Mstep: Class 16 contains 69745 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 354086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25270546.000000 Penalty: 7197.278809
Iteration 31Q: 13 clusters Score -2.527055e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 3 contains 19047 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 26994 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 10 contains 39287 members 
Mstep: Class 16 contains 71233 members 
Mstep: Class 17 contains 4945 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 352379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25272392.000000 Penalty: 7197.278809
Iteration 32Q: 13 clusters Score -2.527239e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27101 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 10 contains 39276 members 
Mstep: Class 16 contains 72633 members 
Mstep: Class 17 contains 4986 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 350774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25273896.000000 Penalty: 7197.278809
Iteration 33Q: 13 clusters Score -2.52739e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27207 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 10 contains 39198 members 
Mstep: Class 16 contains 73986 members 
Mstep: Class 17 contains 5017 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 349328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275346.000000 Penalty: 7197.278809
Iteration 34Q: 13 clusters Score -2.527535e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 3 contains 19039 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27314 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 8936 members 
Mstep: Class 10 contains 39097 members 
Mstep: Class 16 contains 75172 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 348074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25276558.000000 Penalty: 7197.278809
Iteration 35Q: 13 clusters Score -2.527656e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 3 contains 19048 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 8926 members 
Mstep: Class 10 contains 38988 members 
Mstep: Class 16 contains 76239 members 
Mstep: Class 17 contains 5067 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 346903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25277516.000000 Penalty: 7197.278809
Iteration 36Q: 13 clusters Score -2.527752e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 3 contains 19041 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27589 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 10 contains 38887 members 
Mstep: Class 16 contains 77172 members 
Mstep: Class 17 contains 5093 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 345863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25278302.000000 Penalty: 7197.278809
Iteration 37Q: 13 clusters Score -2.52783e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27748 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 10 contains 38752 members 
Mstep: Class 16 contains 78006 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 344929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25278996.000000 Penalty: 7197.278809
Iteration 38Q: 13 clusters Score -2.5279e+07 nChanged 1603
Entering ConstructFrom: 
Score: -25278996.000000 Penalty: 7197.278809
Entering ConstructFrom: 
Trying to split cluster 1 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -136277.843750 Penalty: 362.605774
	Iteration 0F: 2 clusters Score -136277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -134237.218750 Penalty: 725.211548
	Iteration 0F: 3 clusters Score -134237.2 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -134937.953125 Penalty: 725.211548
	Iteration 1F: 3 clusters Score -134938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -135007.906250 Penalty: 725.211548
	Iteration 2F: 3 clusters Score -135007.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -135058.109375 Penalty: 725.211548
	Iteration 3Q: 3 clusters Score -135058.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -135103.125000 Penalty: 725.211548
	Iteration 4Q: 3 clusters Score -135103.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -135156.921875 Penalty: 725.211548
	Iteration 5Q: 3 clusters Score -135156.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -135208.875000 Penalty: 725.211548
	Iteration 6Q: 3 clusters Score -135208.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -135279.562500 Penalty: 725.211548
	Iteration 7Q: 3 clusters Score -135279.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -135360.484375 Penalty: 725.211548
	Iteration 8Q: 3 clusters Score -135360.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -135474.750000 Penalty: 725.211548
	Iteration 9Q: 3 clusters Score -135474.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -135669.984375 Penalty: 725.211548
	Iteration 10Q: 3 clusters Score -135670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -135838.359375 Penalty: 725.211548
	Iteration 11Q: 3 clusters Score -135838.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -135926.000000 Penalty: 725.211548
	Iteration 12Q: 3 clusters Score -135926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -135993.031250 Penalty: 725.211548
	Iteration 13Q: 3 clusters Score -135993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -136040.328125 Penalty: 725.211548
	Iteration 14Q: 3 clusters Score -136040.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -136092.609375 Penalty: 725.211548
	Iteration 15Q: 3 clusters Score -136092.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -136152.781250 Penalty: 725.211548
	Iteration 16Q: 3 clusters Score -136152.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -136212.750000 Penalty: 725.211548
	Iteration 17Q: 3 clusters Score -136212.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -136243.343750 Penalty: 725.211548
	Iteration 18Q: 3 clusters Score -136243.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -136265.062500 Penalty: 725.211548
	Iteration 19Q: 3 clusters Score -136265.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -136285.312500 Penalty: 725.211548
	Iteration 20F: 3 clusters Score -136285.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -136305.062500 Penalty: 725.211548
	Iteration 21Q: 3 clusters Score -136305.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -136318.703125 Penalty: 725.211548
	Iteration 22Q: 3 clusters Score -136318.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -136328.593750 Penalty: 725.211548
	Iteration 23Q: 3 clusters Score -136328.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -136336.687500 Penalty: 725.211548
	Iteration 24Q: 3 clusters Score -136336.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -136344.140625 Penalty: 725.211548
	Iteration 25Q: 3 clusters Score -136344.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -136348.890625 Penalty: 725.211548
	Iteration 26Q: 3 clusters Score -136348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -136353.687500 Penalty: 725.211548
	Iteration 27Q: 3 clusters Score -136353.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -136358.609375 Penalty: 725.211548
	Iteration 28Q: 3 clusters Score -136358.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136362.843750 Penalty: 725.211548
	Iteration 29Q: 3 clusters Score -136362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -136368.812500 Penalty: 725.211548
	Iteration 30Q: 3 clusters Score -136368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -136373.343750 Penalty: 725.211548
	Iteration 31Q: 3 clusters Score -136373.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -136378.171875 Penalty: 725.211548
	Iteration 32Q: 3 clusters Score -136378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -136383.000000 Penalty: 725.211548
	Iteration 33Q: 3 clusters Score -136383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -136386.796875 Penalty: 725.211548
	Iteration 34Q: 3 clusters Score -136386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -136390.453125 Penalty: 725.211548
	Iteration 35Q: 3 clusters Score -136390.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -136395.562500 Penalty: 725.211548
	Iteration 36Q: 3 clusters Score -136395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -136400.687500 Penalty: 725.211548
	Iteration 37Q: 3 clusters Score -136400.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -136404.703125 Penalty: 725.211548
	Iteration 38Q: 3 clusters Score -136404.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -136407.796875 Penalty: 725.211548
	Iteration 39Q: 3 clusters Score -136407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136409.765625 Penalty: 725.211548
	Iteration 40F: 3 clusters Score -136409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136412.515625 Penalty: 725.211548
	Iteration 41Q: 3 clusters Score -136412.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -136417.625000 Penalty: 725.211548
	Iteration 42Q: 3 clusters Score -136417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -136422.609375 Penalty: 725.211548
	Iteration 43Q: 3 clusters Score -136422.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -136428.531250 Penalty: 725.211548
	Iteration 44Q: 3 clusters Score -136428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -136432.109375 Penalty: 725.211548
	Iteration 45Q: 3 clusters Score -136432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136434.406250 Penalty: 725.211548
	Iteration 46Q: 3 clusters Score -136434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -136438.500000 Penalty: 725.211548
	Iteration 47Q: 3 clusters Score -136438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136442.359375 Penalty: 725.211548
	Iteration 48Q: 3 clusters Score -136442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136446.281250 Penalty: 725.211548
	Iteration 49Q: 3 clusters Score -136446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -136449.531250 Penalty: 725.211548
	Iteration 50Q: 3 clusters Score -136449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136453.953125 Penalty: 725.211548
	Iteration 51Q: 3 clusters Score -136454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136456.968750 Penalty: 725.211548
	Iteration 52Q: 3 clusters Score -136457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136458.765625 Penalty: 725.211548
	Iteration 53Q: 3 clusters Score -136458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136459.203125 Penalty: 725.211548
	Iteration 54Q: 3 clusters Score -136459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -136460.359375 Penalty: 725.211548
	Iteration 55Q: 3 clusters Score -136460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136460.500000 Penalty: 725.211548
	Iteration 56Q: 3 clusters Score -136460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136461.203125 Penalty: 725.211548
	Iteration 57Q: 3 clusters Score -136461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136461.093750 Penalty: 725.211548
	Iteration 58Q: 3 clusters Score -136461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -136461.093750 Penalty: 725.211548
	Iteration 59F: 3 clusters Score -136461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 10 contains 38601 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 344129 members 
Entering Unmasked Estep 
Score: -25279350.000000 Penalty: 7797.052246
Splitting cluster 1 changes total score from -25278996.000000 to -25279350.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -917005.500000 Penalty: 448.313141
	Iteration 0F: 2 clusters Score -917005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -904292.687500 Penalty: 896.626282
	Iteration 0F: 3 clusters Score -904292.7 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -909645.687500 Penalty: 896.626282
	Iteration 1F: 3 clusters Score -909645.7 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -910100.375000 Penalty: 896.626282
	Iteration 2Q: 3 clusters Score -910100.4 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -910932.437500 Penalty: 896.626282
	Iteration 3F: 3 clusters Score -910932.4 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -912112.062500 Penalty: 896.626282
	Iteration 4F: 3 clusters Score -912112.1 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -913417.187500 Penalty: 896.626282
	Iteration 5F: 3 clusters Score -913417.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -914372.125000 Penalty: 896.626282
	Iteration 6F: 3 clusters Score -914372.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -915005.937500 Penalty: 896.626282
	Iteration 7Q: 3 clusters Score -915005.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -915435.812500 Penalty: 896.626282
	Iteration 8Q: 3 clusters Score -915435.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -915737.000000 Penalty: 896.626282
	Iteration 9Q: 3 clusters Score -915737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -915954.125000 Penalty: 896.626282
	Iteration 10Q: 3 clusters Score -915954.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -916147.562500 Penalty: 896.626282
	Iteration 11Q: 3 clusters Score -916147.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -916299.125000 Penalty: 896.626282
	Iteration 12Q: 3 clusters Score -916299.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -916411.375000 Penalty: 896.626282
	Iteration 13Q: 3 clusters Score -916411.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -916482.125000 Penalty: 896.626282
	Iteration 14Q: 3 clusters Score -916482.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -916515.625000 Penalty: 896.626282
	Iteration 15Q: 3 clusters Score -916515.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -916547.125000 Penalty: 896.626282
	Iteration 16Q: 3 clusters Score -916547.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -916566.062500 Penalty: 896.626282
	Iteration 17Q: 3 clusters Score -916566.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -916586.750000 Penalty: 896.626282
	Iteration 18Q: 3 clusters Score -916586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -916598.875000 Penalty: 896.626282
	Iteration 19Q: 3 clusters Score -916598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -916611.125000 Penalty: 896.626282
	Iteration 20F: 3 clusters Score -916611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -916616.812500 Penalty: 896.626282
	Iteration 21Q: 3 clusters Score -916616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -916621.375000 Penalty: 896.626282
	Iteration 22Q: 3 clusters Score -916621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -916627.062500 Penalty: 896.626282
	Iteration 23Q: 3 clusters Score -916627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -916633.125000 Penalty: 896.626282
	Iteration 24Q: 3 clusters Score -916633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -916637.937500 Penalty: 896.626282
	Iteration 25Q: 3 clusters Score -916637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -916639.187500 Penalty: 896.626282
	Iteration 26Q: 3 clusters Score -916639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -916639.187500 Penalty: 896.626282
	Iteration 27F: 3 clusters Score -916639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -63626.917969 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -63626.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -62517.210938 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -62517.21 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63217.453125 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -63217.45 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63946.812500 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -63946.81 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -64351.417969 Penalty: 662.981140
	Iteration 3F: 3 clusters Score -64351.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64436.843750 Penalty: 662.981140
	Iteration 4F: 3 clusters Score -64436.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -64471.136719 Penalty: 662.981140
	Iteration 5Q: 3 clusters Score -64471.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64488.980469 Penalty: 662.981140
	Iteration 6Q: 3 clusters Score -64488.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64512.171875 Penalty: 662.981140
	Iteration 7Q: 3 clusters Score -64512.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -64531.500000 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -64531.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64542.703125 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -64542.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64554.582031 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -64554.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -64560.347656 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -64560.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64565.292969 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -64565.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -64566.445312 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -64566.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64567.007812 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -64567.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -64567.289062 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -64567.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -64567.843750 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -64567.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64568.484375 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -64568.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64568.484375 Penalty: 662.981140
	Iteration 18F: 3 clusters Score -64568.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 10 contains 38601 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 344129 members 
Entering Unmasked Estep 
Score: -25280000.000000 Penalty: 8396.825195
Splitting cluster 4 changes total score from -25278996.000000 to -25280000.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (27910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Entering Unmasked Estep 
Score: -1292251.500000 Penalty: 465.771667
	Iteration 0F: 2 clusters Score -1292252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1273690.500000 Penalty: 931.543335
	Iteration 0F: 3 clusters Score -1273690 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1282392.750000 Penalty: 931.543335
	Iteration 1F: 3 clusters Score -1282393 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1283523.125000 Penalty: 931.543335
	Iteration 2F: 3 clusters Score -1283523 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1284928.000000 Penalty: 931.543335
	Iteration 3F: 3 clusters Score -1284928 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1286361.625000 Penalty: 931.543335
	Iteration 4F: 3 clusters Score -1286362 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1287486.125000 Penalty: 931.543335
	Iteration 5F: 3 clusters Score -1287486 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1288230.250000 Penalty: 931.543335
	Iteration 6Q: 3 clusters Score -1288230 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1288730.875000 Penalty: 931.543335
	Iteration 7Q: 3 clusters Score -1288731 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1289262.750000 Penalty: 931.543335
	Iteration 8Q: 3 clusters Score -1289263 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1289727.125000 Penalty: 931.543335
	Iteration 9Q: 3 clusters Score -1289727 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1290181.750000 Penalty: 931.543335
	Iteration 10Q: 3 clusters Score -1290182 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1290579.000000 Penalty: 931.543335
	Iteration 11Q: 3 clusters Score -1290579 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1290891.125000 Penalty: 931.543335
	Iteration 12Q: 3 clusters Score -1290891 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1291109.250000 Penalty: 931.543335
	Iteration 13Q: 3 clusters Score -1291109 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1291284.250000 Penalty: 931.543335
	Iteration 14Q: 3 clusters Score -1291284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1291405.500000 Penalty: 931.543335
	Iteration 15Q: 3 clusters Score -1291406 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1291497.750000 Penalty: 931.543335
	Iteration 16Q: 3 clusters Score -1291498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1291564.875000 Penalty: 931.543335
	Iteration 17Q: 3 clusters Score -1291565 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1291616.500000 Penalty: 931.543335
	Iteration 18Q: 3 clusters Score -1291616 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1291655.625000 Penalty: 931.543335
	Iteration 19Q: 3 clusters Score -1291656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1291696.625000 Penalty: 931.543335
	Iteration 20F: 3 clusters Score -1291697 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1291729.500000 Penalty: 931.543335
	Iteration 21Q: 3 clusters Score -1291730 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1291756.125000 Penalty: 931.543335
	Iteration 22Q: 3 clusters Score -1291756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1291782.500000 Penalty: 931.543335
	Iteration 23Q: 3 clusters Score -1291782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1291801.000000 Penalty: 931.543335
	Iteration 24Q: 3 clusters Score -1291801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1291807.875000 Penalty: 931.543335
	Iteration 25Q: 3 clusters Score -1291808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1291816.500000 Penalty: 931.543335
	Iteration 26Q: 3 clusters Score -1291816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1291823.500000 Penalty: 931.543335
	Iteration 27Q: 3 clusters Score -1291824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1291831.125000 Penalty: 931.543335
	Iteration 28Q: 3 clusters Score -1291831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1291835.875000 Penalty: 931.543335
	Iteration 29Q: 3 clusters Score -1291836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1291837.875000 Penalty: 931.543335
	Iteration 30Q: 3 clusters Score -1291838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1291841.500000 Penalty: 931.543335
	Iteration 31Q: 3 clusters Score -1291842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1291853.500000 Penalty: 931.543335
	Iteration 32Q: 3 clusters Score -1291854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1291859.875000 Penalty: 931.543335
	Iteration 33Q: 3 clusters Score -1291860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1291865.875000 Penalty: 931.543335
	Iteration 34Q: 3 clusters Score -1291866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1291872.625000 Penalty: 931.543335
	Iteration 35Q: 3 clusters Score -1291873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1291876.500000 Penalty: 931.543335
	Iteration 36Q: 3 clusters Score -1291876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1291878.375000 Penalty: 931.543335
	Iteration 37Q: 3 clusters Score -1291878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1291878.250000 Penalty: 931.543335
	Iteration 38Q: 3 clusters Score -1291878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1291883.875000 Penalty: 931.543335
	Iteration 39Q: 3 clusters Score -1291884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1291889.750000 Penalty: 931.543335
	Iteration 40F: 3 clusters Score -1291890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1291894.125000 Penalty: 931.543335
	Iteration 41Q: 3 clusters Score -1291894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1291892.500000 Penalty: 931.543335
	Iteration 42Q: 3 clusters Score -1291892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1291892.500000 Penalty: 931.543335
	Iteration 43Q: 3 clusters Score -1291892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1291893.375000 Penalty: 931.543335
	Iteration 44Q: 3 clusters Score -1291893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1291894.500000 Penalty: 931.543335
	Iteration 45Q: 3 clusters Score -1291894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1291894.625000 Penalty: 931.543335
	Iteration 46Q: 3 clusters Score -1291895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1291895.000000 Penalty: 931.543335
	Iteration 47Q: 3 clusters Score -1291895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1291896.750000 Penalty: 931.543335
	Iteration 48Q: 3 clusters Score -1291897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1291896.750000 Penalty: 931.543335
	Iteration 49F: 3 clusters Score -1291897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -19995.312500 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -19995.31 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 238 members 
Entering Unmasked Estep 
Score: -19542.855469 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -19542.86 nChanged 173
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: -19694.585938 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -19694.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19734.513672 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -19734.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19775.523438 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -19775.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19812.541016 Penalty: 561.244019
	Iteration 4F: 3 clusters Score -19812.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19850.574219 Penalty: 561.244019
	Iteration 5F: 3 clusters Score -19850.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19889.498047 Penalty: 561.244019
	Iteration 6F: 3 clusters Score -19889.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19910.951172 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -19910.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19933.681641 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -19933.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19976.537109 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -19976.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20010.916016 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -20010.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20026.259766 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -20026.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20047.228516 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -20047.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20059.597656 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -20059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20073.984375 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -20073.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20093.703125 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -20093.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20108.306641 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -20108.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20114.855469 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -20114.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20114.855469 Penalty: 561.244019
	Iteration 18F: 3 clusters Score -20114.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 89 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 38601 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 344129 members 
Entering Unmasked Estep 
Score: -25279784.000000 Penalty: 8996.598633
Splitting cluster 7 changes total score from -25278996.000000 to -25279784.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -459823.000000 Penalty: 413.977325
	Iteration 0F: 2 clusters Score -459823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -453821.375000 Penalty: 827.954651
	Iteration 0F: 3 clusters Score -453821.4 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -456305.437500 Penalty: 827.954651
	Iteration 1F: 3 clusters Score -456305.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -456697.250000 Penalty: 827.954651
	Iteration 2F: 3 clusters Score -456697.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -457301.125000 Penalty: 827.954651
	Iteration 3F: 3 clusters Score -457301.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -458134.375000 Penalty: 827.954651
	Iteration 4F: 3 clusters Score -458134.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -458837.406250 Penalty: 827.954651
	Iteration 5F: 3 clusters Score -458837.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -459244.343750 Penalty: 827.954651
	Iteration 6Q: 3 clusters Score -459244.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -459407.062500 Penalty: 827.954651
	Iteration 7Q: 3 clusters Score -459407.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -459445.375000 Penalty: 827.954651
	Iteration 8Q: 3 clusters Score -459445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -459464.593750 Penalty: 827.954651
	Iteration 9Q: 3 clusters Score -459464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -459475.500000 Penalty: 827.954651
	Iteration 10Q: 3 clusters Score -459475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -459478.687500 Penalty: 827.954651
	Iteration 11Q: 3 clusters Score -459478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -459478.687500 Penalty: 827.954651
	Iteration 12F: 3 clusters Score -459478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Entering Unmasked Estep 
Score: -1898448.500000 Penalty: 480.527008
	Iteration 0F: 2 clusters Score -1898448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1872816.125000 Penalty: 961.054016
	Iteration 0F: 3 clusters Score -1872816 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -1884804.875000 Penalty: 961.054016
	Iteration 1F: 3 clusters Score -1884805 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -1886754.875000 Penalty: 961.054016
	Iteration 2F: 3 clusters Score -1886755 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -1889808.625000 Penalty: 961.054016
	Iteration 3F: 3 clusters Score -1889809 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -1893511.625000 Penalty: 961.054016
	Iteration 4F: 3 clusters Score -1893512 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -1896665.875000 Penalty: 961.054016
	Iteration 5F: 3 clusters Score -1896666 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -1897768.500000 Penalty: 961.054016
	Iteration 6Q: 3 clusters Score -1897768 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -1898096.875000 Penalty: 961.054016
	Iteration 7Q: 3 clusters Score -1898097 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -1898254.625000 Penalty: 961.054016
	Iteration 8Q: 3 clusters Score -1898255 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -1898318.750000 Penalty: 961.054016
	Iteration 9Q: 3 clusters Score -1898319 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -1898359.750000 Penalty: 961.054016
	Iteration 10Q: 3 clusters Score -1898360 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -1898369.125000 Penalty: 961.054016
	Iteration 11Q: 3 clusters Score -1898369 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -1898392.500000 Penalty: 961.054016
	Iteration 12Q: 3 clusters Score -1898392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -1898410.625000 Penalty: 961.054016
	Iteration 13Q: 3 clusters Score -1898411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -1898415.500000 Penalty: 961.054016
	Iteration 14Q: 3 clusters Score -1898416 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -1898416.750000 Penalty: 961.054016
	Iteration 15Q: 3 clusters Score -1898417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -1898422.750000 Penalty: 961.054016
	Iteration 16Q: 3 clusters Score -1898423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -1898433.375000 Penalty: 961.054016
	Iteration 17Q: 3 clusters Score -1898433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -1898436.625000 Penalty: 961.054016
	Iteration 18Q: 3 clusters Score -1898437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -1898433.625000 Penalty: 961.054016
	Iteration 19Q: 3 clusters Score -1898434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -1898435.750000 Penalty: 961.054016
	Iteration 20F: 3 clusters Score -1898436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -1898441.000000 Penalty: 961.054016
	Iteration 21Q: 3 clusters Score -1898441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -1898445.125000 Penalty: 961.054016
	Iteration 22Q: 3 clusters Score -1898445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -1898444.875000 Penalty: 961.054016
	Iteration 23Q: 3 clusters Score -1898445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -1898446.750000 Penalty: 961.054016
	Iteration 24Q: 3 clusters Score -1898447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -1898452.250000 Penalty: 961.054016
	Iteration 25Q: 3 clusters Score -1898452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -1898454.000000 Penalty: 961.054016
	Iteration 26Q: 3 clusters Score -1898454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -1898458.625000 Penalty: 961.054016
	Iteration 27Q: 3 clusters Score -1898459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -1898452.500000 Penalty: 961.054016
	Iteration 28Q: 3 clusters Score -1898452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1898452.750000 Penalty: 961.054016
	Iteration 29Q: 3 clusters Score -1898453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -1898455.375000 Penalty: 961.054016
	Iteration 30Q: 3 clusters Score -1898455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -1898454.875000 Penalty: 961.054016
	Iteration 31Q: 3 clusters Score -1898455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -1898452.000000 Penalty: 961.054016
	Iteration 32Q: 3 clusters Score -1898452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -1898452.500000 Penalty: 961.054016
	Iteration 33Q: 3 clusters Score -1898452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -1898449.000000 Penalty: 961.054016
	Iteration 34Q: 3 clusters Score -1898449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -1898455.625000 Penalty: 961.054016
	Iteration 35Q: 3 clusters Score -1898456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -1898455.500000 Penalty: 961.054016
	Iteration 36Q: 3 clusters Score -1898456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -1898462.750000 Penalty: 961.054016
	Iteration 37Q: 3 clusters Score -1898463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -1898463.125000 Penalty: 961.054016
	Iteration 38Q: 3 clusters Score -1898463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -1898459.875000 Penalty: 961.054016
	Iteration 39Q: 3 clusters Score -1898460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -1898461.000000 Penalty: 961.054016
	Iteration 40F: 3 clusters Score -1898461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -1898460.500000 Penalty: 961.054016
	Iteration 41Q: 3 clusters Score -1898460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -1898462.875000 Penalty: 961.054016
	Iteration 42Q: 3 clusters Score -1898463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -1898462.125000 Penalty: 961.054016
	Iteration 43Q: 3 clusters Score -1898462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -1898465.750000 Penalty: 961.054016
	Iteration 44Q: 3 clusters Score -1898466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -1898464.875000 Penalty: 961.054016
	Iteration 45Q: 3 clusters Score -1898465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -1898465.750000 Penalty: 961.054016
	Iteration 46Q: 3 clusters Score -1898466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -1898469.500000 Penalty: 961.054016
	Iteration 47Q: 3 clusters Score -1898470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -1898466.875000 Penalty: 961.054016
	Iteration 48Q: 3 clusters Score -1898467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -1898466.000000 Penalty: 961.054016
	Iteration 49Q: 3 clusters Score -1898466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -1898464.375000 Penalty: 961.054016
	Iteration 50Q: 3 clusters Score -1898464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -1898464.000000 Penalty: 961.054016
	Iteration 51Q: 3 clusters Score -1898464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -1898465.250000 Penalty: 961.054016
	Iteration 52Q: 3 clusters Score -1898465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -1898466.125000 Penalty: 961.054016
	Iteration 53Q: 3 clusters Score -1898466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -1898467.500000 Penalty: 961.054016
	Iteration 54Q: 3 clusters Score -1898468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -1898465.250000 Penalty: 961.054016
	Iteration 55Q: 3 clusters Score -1898465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -1898468.750000 Penalty: 961.054016
	Iteration 56Q: 3 clusters Score -1898469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -1898472.500000 Penalty: 961.054016
	Iteration 57Q: 3 clusters Score -1898472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -1898469.125000 Penalty: 961.054016
	Iteration 58Q: 3 clusters Score -1898469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -1898469.625000 Penalty: 961.054016
	Iteration 59Q: 3 clusters Score -1898470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -1898471.125000 Penalty: 961.054016
	Iteration 60F: 3 clusters Score -1898471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -1898471.375000 Penalty: 961.054016
	Iteration 61Q: 3 clusters Score -1898471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -1898469.750000 Penalty: 961.054016
	Iteration 62Q: 3 clusters Score -1898470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -1898469.750000 Penalty: 961.054016
	Iteration 63Q: 3 clusters Score -1898470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -1898469.500000 Penalty: 961.054016
	Iteration 64Q: 3 clusters Score -1898470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -1898472.625000 Penalty: 961.054016
	Iteration 65Q: 3 clusters Score -1898473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -1898471.875000 Penalty: 961.054016
	Iteration 66Q: 3 clusters Score -1898472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -1898472.625000 Penalty: 961.054016
	Iteration 67Q: 3 clusters Score -1898473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -1898471.500000 Penalty: 961.054016
	Iteration 68Q: 3 clusters Score -1898472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -1898469.875000 Penalty: 961.054016
	Iteration 69Q: 3 clusters Score -1898470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -1898470.125000 Penalty: 961.054016
	Iteration 70Q: 3 clusters Score -1898470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -1898468.500000 Penalty: 961.054016
	Iteration 71Q: 3 clusters Score -1898468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -1898471.250000 Penalty: 961.054016
	Iteration 72Q: 3 clusters Score -1898471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -1898474.500000 Penalty: 961.054016
	Iteration 73Q: 3 clusters Score -1898474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -1898473.375000 Penalty: 961.054016
	Iteration 74Q: 3 clusters Score -1898473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -1898475.375000 Penalty: 961.054016
	Iteration 75Q: 3 clusters Score -1898475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -1898477.125000 Penalty: 961.054016
	Iteration 76Q: 3 clusters Score -1898477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -1898475.500000 Penalty: 961.054016
	Iteration 77Q: 3 clusters Score -1898476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -1898476.875000 Penalty: 961.054016
	Iteration 78Q: 3 clusters Score -1898477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -1898476.875000 Penalty: 961.054016
	Iteration 79Q: 3 clusters Score -1898477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -1898475.750000 Penalty: 961.054016
	Iteration 80F: 3 clusters Score -1898476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -1898475.375000 Penalty: 961.054016
	Iteration 81Q: 3 clusters Score -1898475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -1898477.000000 Penalty: 961.054016
	Iteration 82Q: 3 clusters Score -1898477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -1898473.125000 Penalty: 961.054016
	Iteration 83Q: 3 clusters Score -1898473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -1898472.875000 Penalty: 961.054016
	Iteration 84Q: 3 clusters Score -1898473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -1898475.375000 Penalty: 961.054016
	Iteration 85Q: 3 clusters Score -1898475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -1898473.750000 Penalty: 961.054016
	Iteration 86Q: 3 clusters Score -1898474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -1898475.750000 Penalty: 961.054016
	Iteration 87Q: 3 clusters Score -1898476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -1898475.750000 Penalty: 961.054016
	Iteration 88Q: 3 clusters Score -1898476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -1898479.375000 Penalty: 961.054016
	Iteration 89Q: 3 clusters Score -1898479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -1898476.125000 Penalty: 961.054016
	Iteration 90Q: 3 clusters Score -1898476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -1898477.750000 Penalty: 961.054016
	Iteration 91Q: 3 clusters Score -1898478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -1898478.500000 Penalty: 961.054016
	Iteration 92Q: 3 clusters Score -1898478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -1898478.500000 Penalty: 961.054016
	Iteration 93F: 3 clusters Score -1898478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 89 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 33777 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 344129 members 
Entering Unmasked Estep 
Score: -25279736.000000 Penalty: 9596.372070
Splitting cluster 10 changes total score from -25278996.000000 to -25279736.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (78731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Entering Unmasked Estep 
Score: -3987443.250000 Penalty: 512.957520
	Iteration 0F: 2 clusters Score -3987443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -3934541.250000 Penalty: 1025.915039
	Iteration 0F: 3 clusters Score -3934541 nChanged 38138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -3957059.500000 Penalty: 1025.915039
	Iteration 1F: 3 clusters Score -3957060 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -3958226.500000 Penalty: 1025.915039
	Iteration 2Q: 3 clusters Score -3958226 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -3960347.750000 Penalty: 1025.915039
	Iteration 3F: 3 clusters Score -3960348 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -3964060.750000 Penalty: 1025.915039
	Iteration 4F: 3 clusters Score -3964061 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -3969646.750000 Penalty: 1025.915039
	Iteration 5F: 3 clusters Score -3969647 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -3975492.250000 Penalty: 1025.915039
	Iteration 6F: 3 clusters Score -3975492 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -3979557.000000 Penalty: 1025.915039
	Iteration 7F: 3 clusters Score -3979557 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -3981612.750000 Penalty: 1025.915039
	Iteration 8Q: 3 clusters Score -3981613 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -3982635.750000 Penalty: 1025.915039
	Iteration 9Q: 3 clusters Score -3982636 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -3983408.000000 Penalty: 1025.915039
	Iteration 10Q: 3 clusters Score -3983408 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -3984016.250000 Penalty: 1025.915039
	Iteration 11Q: 3 clusters Score -3984016 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -3984544.000000 Penalty: 1025.915039
	Iteration 12Q: 3 clusters Score -3984544 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -3984959.000000 Penalty: 1025.915039
	Iteration 13Q: 3 clusters Score -3984959 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -3985323.750000 Penalty: 1025.915039
	Iteration 14Q: 3 clusters Score -3985324 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -3985704.000000 Penalty: 1025.915039
	Iteration 15Q: 3 clusters Score -3985704 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -3986013.000000 Penalty: 1025.915039
	Iteration 16Q: 3 clusters Score -3986013 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -3986251.500000 Penalty: 1025.915039
	Iteration 17Q: 3 clusters Score -3986252 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -3986433.000000 Penalty: 1025.915039
	Iteration 18Q: 3 clusters Score -3986433 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -3986585.250000 Penalty: 1025.915039
	Iteration 19Q: 3 clusters Score -3986585 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -3986700.250000 Penalty: 1025.915039
	Iteration 20F: 3 clusters Score -3986700 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -3986816.000000 Penalty: 1025.915039
	Iteration 21Q: 3 clusters Score -3986816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -3986886.000000 Penalty: 1025.915039
	Iteration 22Q: 3 clusters Score -3986886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -3986945.250000 Penalty: 1025.915039
	Iteration 23Q: 3 clusters Score -3986945 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -3986977.750000 Penalty: 1025.915039
	Iteration 24Q: 3 clusters Score -3986978 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -3987028.000000 Penalty: 1025.915039
	Iteration 25Q: 3 clusters Score -3987028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -3987077.500000 Penalty: 1025.915039
	Iteration 26Q: 3 clusters Score -3987078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -3987124.750000 Penalty: 1025.915039
	Iteration 27Q: 3 clusters Score -3987125 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -3987137.750000 Penalty: 1025.915039
	Iteration 28Q: 3 clusters Score -3987138 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -3987160.000000 Penalty: 1025.915039
	Iteration 29Q: 3 clusters Score -3987160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -3987173.750000 Penalty: 1025.915039
	Iteration 30Q: 3 clusters Score -3987174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -3987189.250000 Penalty: 1025.915039
	Iteration 31Q: 3 clusters Score -3987189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -3987190.250000 Penalty: 1025.915039
	Iteration 32Q: 3 clusters Score -3987190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -3987200.250000 Penalty: 1025.915039
	Iteration 33Q: 3 clusters Score -3987200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -3987194.750000 Penalty: 1025.915039
	Iteration 34Q: 3 clusters Score -3987195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -3987204.250000 Penalty: 1025.915039
	Iteration 35Q: 3 clusters Score -3987204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -3987206.250000 Penalty: 1025.915039
	Iteration 36Q: 3 clusters Score -3987206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -3987218.000000 Penalty: 1025.915039
	Iteration 37Q: 3 clusters Score -3987218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -3987220.500000 Penalty: 1025.915039
	Iteration 38Q: 3 clusters Score -3987220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -3987219.000000 Penalty: 1025.915039
	Iteration 39Q: 3 clusters Score -3987219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -3987217.250000 Penalty: 1025.915039
	Iteration 40F: 3 clusters Score -3987217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -3987225.750000 Penalty: 1025.915039
	Iteration 41Q: 3 clusters Score -3987226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -3987226.750000 Penalty: 1025.915039
	Iteration 42Q: 3 clusters Score -3987227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -3987223.250000 Penalty: 1025.915039
	Iteration 43Q: 3 clusters Score -3987223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -3987218.500000 Penalty: 1025.915039
	Iteration 44Q: 3 clusters Score -3987218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -3987219.750000 Penalty: 1025.915039
	Iteration 45Q: 3 clusters Score -3987220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -3987222.750000 Penalty: 1025.915039
	Iteration 46Q: 3 clusters Score -3987223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -3987222.500000 Penalty: 1025.915039
	Iteration 47Q: 3 clusters Score -3987222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -3987227.250000 Penalty: 1025.915039
	Iteration 48Q: 3 clusters Score -3987227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -3987225.750000 Penalty: 1025.915039
	Iteration 49Q: 3 clusters Score -3987226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -3987230.500000 Penalty: 1025.915039
	Iteration 50Q: 3 clusters Score -3987230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -3987228.500000 Penalty: 1025.915039
	Iteration 51Q: 3 clusters Score -3987228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -3987230.500000 Penalty: 1025.915039
	Iteration 52Q: 3 clusters Score -3987230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -3987228.250000 Penalty: 1025.915039
	Iteration 53Q: 3 clusters Score -3987228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -3987229.000000 Penalty: 1025.915039
	Iteration 54Q: 3 clusters Score -3987229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -3987230.000000 Penalty: 1025.915039
	Iteration 55Q: 3 clusters Score -3987230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -3987227.750000 Penalty: 1025.915039
	Iteration 56Q: 3 clusters Score -3987228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -3987227.000000 Penalty: 1025.915039
	Iteration 57Q: 3 clusters Score -3987227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -3987226.500000 Penalty: 1025.915039
	Iteration 58Q: 3 clusters Score -3987226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -3987228.250000 Penalty: 1025.915039
	Iteration 59Q: 3 clusters Score -3987228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -3987226.000000 Penalty: 1025.915039
	Iteration 60F: 3 clusters Score -3987226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -3987222.250000 Penalty: 1025.915039
	Iteration 61Q: 3 clusters Score -3987222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -3987224.250000 Penalty: 1025.915039
	Iteration 62Q: 3 clusters Score -3987224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -3987225.250000 Penalty: 1025.915039
	Iteration 63Q: 3 clusters Score -3987225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -3987224.500000 Penalty: 1025.915039
	Iteration 64Q: 3 clusters Score -3987224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -3987225.500000 Penalty: 1025.915039
	Iteration 65Q: 3 clusters Score -3987226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -3987226.000000 Penalty: 1025.915039
	Iteration 66Q: 3 clusters Score -3987226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -3987229.250000 Penalty: 1025.915039
	Iteration 67Q: 3 clusters Score -3987229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -3987230.500000 Penalty: 1025.915039
	Iteration 68Q: 3 clusters Score -3987230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -3987234.750000 Penalty: 1025.915039
	Iteration 69Q: 3 clusters Score -3987235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -3987231.000000 Penalty: 1025.915039
	Iteration 70Q: 3 clusters Score -3987231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -3987230.000000 Penalty: 1025.915039
	Iteration 71Q: 3 clusters Score -3987230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -3987231.750000 Penalty: 1025.915039
	Iteration 72Q: 3 clusters Score -3987232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -3987233.000000 Penalty: 1025.915039
	Iteration 73Q: 3 clusters Score -3987233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -3987234.000000 Penalty: 1025.915039
	Iteration 74Q: 3 clusters Score -3987234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -3987232.500000 Penalty: 1025.915039
	Iteration 75Q: 3 clusters Score -3987232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -3987230.250000 Penalty: 1025.915039
	Iteration 76Q: 3 clusters Score -3987230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -3987229.500000 Penalty: 1025.915039
	Iteration 77Q: 3 clusters Score -3987230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -3987226.500000 Penalty: 1025.915039
	Iteration 78Q: 3 clusters Score -3987226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -3987227.500000 Penalty: 1025.915039
	Iteration 79Q: 3 clusters Score -3987228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -3987227.250000 Penalty: 1025.915039
	Iteration 80F: 3 clusters Score -3987227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -3987224.500000 Penalty: 1025.915039
	Iteration 81Q: 3 clusters Score -3987224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -3987221.500000 Penalty: 1025.915039
	Iteration 82Q: 3 clusters Score -3987222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -3987221.500000 Penalty: 1025.915039
	Iteration 83Q: 3 clusters Score -3987222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -3987222.500000 Penalty: 1025.915039
	Iteration 84Q: 3 clusters Score -3987222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 76437 members 
Entering Unmasked Estep 
Score: -3987230.500000 Penalty: 1025.915039
	Iteration 85Q: 3 clusters Score -3987230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -3987231.750000 Penalty: 1025.915039
	Iteration 86Q: 3 clusters Score -3987232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 76456 members 
Entering Unmasked Estep 
Score: -3987231.500000 Penalty: 1025.915039
	Iteration 87Q: 3 clusters Score -3987232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -3987229.750000 Penalty: 1025.915039
	Iteration 88Q: 3 clusters Score -3987230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -3987236.250000 Penalty: 1025.915039
	Iteration 89Q: 3 clusters Score -3987236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -3987237.750000 Penalty: 1025.915039
	Iteration 90Q: 3 clusters Score -3987238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -3987237.500000 Penalty: 1025.915039
	Iteration 91Q: 3 clusters Score -3987238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -3987233.750000 Penalty: 1025.915039
	Iteration 92Q: 3 clusters Score -3987234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 76500 members 
Entering Unmasked Estep 
Score: -3987233.000000 Penalty: 1025.915039
	Iteration 93Q: 3 clusters Score -3987233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -3987231.500000 Penalty: 1025.915039
	Iteration 94Q: 3 clusters Score -3987232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 76510 members 
Entering Unmasked Estep 
Score: -3987235.000000 Penalty: 1025.915039
	Iteration 95Q: 3 clusters Score -3987235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -3987238.500000 Penalty: 1025.915039
	Iteration 96Q: 3 clusters Score -3987238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -3987237.000000 Penalty: 1025.915039
	Iteration 97Q: 3 clusters Score -3987237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -3987239.750000 Penalty: 1025.915039
	Iteration 98Q: 3 clusters Score -3987240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -3987238.750000 Penalty: 1025.915039
	Iteration 99Q: 3 clusters Score -3987239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -3987239.250000 Penalty: 1025.915039
	Iteration 100F: 3 clusters Score -3987239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Entering Unmasked Estep 
Score: -237989.609375 Penalty: 388.726776
	Iteration 0F: 2 clusters Score -237989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -234561.171875 Penalty: 777.453552
	Iteration 0F: 3 clusters Score -234561.2 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -235933.093750 Penalty: 777.453552
	Iteration 1F: 3 clusters Score -235933.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -236209.953125 Penalty: 777.453552
	Iteration 2F: 3 clusters Score -236210 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -236556.421875 Penalty: 777.453552
	Iteration 3F: 3 clusters Score -236556.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -236917.921875 Penalty: 777.453552
	Iteration 4F: 3 clusters Score -236917.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -237150.406250 Penalty: 777.453552
	Iteration 5F: 3 clusters Score -237150.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -237304.250000 Penalty: 777.453552
	Iteration 6F: 3 clusters Score -237304.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -237367.875000 Penalty: 777.453552
	Iteration 7Q: 3 clusters Score -237367.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -237399.500000 Penalty: 777.453552
	Iteration 8Q: 3 clusters Score -237399.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -237429.484375 Penalty: 777.453552
	Iteration 9Q: 3 clusters Score -237429.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -237467.796875 Penalty: 777.453552
	Iteration 10Q: 3 clusters Score -237467.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -237507.390625 Penalty: 777.453552
	Iteration 11Q: 3 clusters Score -237507.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -237551.281250 Penalty: 777.453552
	Iteration 12Q: 3 clusters Score -237551.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -237602.656250 Penalty: 777.453552
	Iteration 13Q: 3 clusters Score -237602.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -237676.890625 Penalty: 777.453552
	Iteration 14Q: 3 clusters Score -237676.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -237751.171875 Penalty: 777.453552
	Iteration 15Q: 3 clusters Score -237751.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -237807.218750 Penalty: 777.453552
	Iteration 16Q: 3 clusters Score -237807.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -237841.359375 Penalty: 777.453552
	Iteration 17Q: 3 clusters Score -237841.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -237861.093750 Penalty: 777.453552
	Iteration 18Q: 3 clusters Score -237861.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -237873.390625 Penalty: 777.453552
	Iteration 19Q: 3 clusters Score -237873.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -237884.609375 Penalty: 777.453552
	Iteration 20F: 3 clusters Score -237884.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -237887.796875 Penalty: 777.453552
	Iteration 21Q: 3 clusters Score -237887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -237889.843750 Penalty: 777.453552
	Iteration 22Q: 3 clusters Score -237889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -237890.984375 Penalty: 777.453552
	Iteration 23Q: 3 clusters Score -237891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -237891.140625 Penalty: 777.453552
	Iteration 24Q: 3 clusters Score -237891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -237891.531250 Penalty: 777.453552
	Iteration 25Q: 3 clusters Score -237891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -237891.359375 Penalty: 777.453552
	Iteration 26Q: 3 clusters Score -237891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -237891.703125 Penalty: 777.453552
	Iteration 27Q: 3 clusters Score -237891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -237891.875000 Penalty: 777.453552
	Iteration 28Q: 3 clusters Score -237891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -237892.281250 Penalty: 777.453552
	Iteration 29Q: 3 clusters Score -237892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -237892.718750 Penalty: 777.453552
	Iteration 30Q: 3 clusters Score -237892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -237892.531250 Penalty: 777.453552
	Iteration 31Q: 3 clusters Score -237892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -237892.609375 Penalty: 777.453552
	Iteration 32Q: 3 clusters Score -237892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -237893.031250 Penalty: 777.453552
	Iteration 33Q: 3 clusters Score -237893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -237892.750000 Penalty: 777.453552
	Iteration 34Q: 3 clusters Score -237892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -237894.234375 Penalty: 777.453552
	Iteration 35Q: 3 clusters Score -237894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -237894.984375 Penalty: 777.453552
	Iteration 36Q: 3 clusters Score -237895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -237896.265625 Penalty: 777.453552
	Iteration 37Q: 3 clusters Score -237896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -237896.875000 Penalty: 777.453552
	Iteration 38Q: 3 clusters Score -237896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -237897.109375 Penalty: 777.453552
	Iteration 39Q: 3 clusters Score -237897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -237897.265625 Penalty: 777.453552
	Iteration 40F: 3 clusters Score -237897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -237897.015625 Penalty: 777.453552
	Iteration 41Q: 3 clusters Score -237897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -237897.468750 Penalty: 777.453552
	Iteration 42Q: 3 clusters Score -237897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -237897.484375 Penalty: 777.453552
	Iteration 43Q: 3 clusters Score -237897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -237898.078125 Penalty: 777.453552
	Iteration 44Q: 3 clusters Score -237898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -237898.312500 Penalty: 777.453552
	Iteration 45Q: 3 clusters Score -237898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -237898.500000 Penalty: 777.453552
	Iteration 46Q: 3 clusters Score -237898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -237899.187500 Penalty: 777.453552
	Iteration 47Q: 3 clusters Score -237899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -237899.531250 Penalty: 777.453552
	Iteration 48Q: 3 clusters Score -237899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -237899.984375 Penalty: 777.453552
	Iteration 49Q: 3 clusters Score -237900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -237899.828125 Penalty: 777.453552
	Iteration 50Q: 3 clusters Score -237899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -237900.265625 Penalty: 777.453552
	Iteration 51Q: 3 clusters Score -237900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -237900.312500 Penalty: 777.453552
	Iteration 52Q: 3 clusters Score -237900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -237900.609375 Penalty: 777.453552
	Iteration 53Q: 3 clusters Score -237900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -237900.343750 Penalty: 777.453552
	Iteration 54Q: 3 clusters Score -237900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -237900.765625 Penalty: 777.453552
	Iteration 55Q: 3 clusters Score -237900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -237900.765625 Penalty: 777.453552
	Iteration 56F: 3 clusters Score -237900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -84085.828125 Penalty: 343.793671
	Iteration 0F: 2 clusters Score -84085.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -82674.046875 Penalty: 687.587341
	Iteration 0F: 3 clusters Score -82674.05 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -83163.062500 Penalty: 687.587341
	Iteration 1F: 3 clusters Score -83163.06 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -83331.515625 Penalty: 687.587341
	Iteration 2F: 3 clusters Score -83331.52 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -83565.289062 Penalty: 687.587341
	Iteration 3F: 3 clusters Score -83565.29 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -83764.421875 Penalty: 687.587341
	Iteration 4F: 3 clusters Score -83764.42 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -83901.562500 Penalty: 687.587341
	Iteration 5F: 3 clusters Score -83901.56 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -83991.203125 Penalty: 687.587341
	Iteration 6F: 3 clusters Score -83991.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -84030.695312 Penalty: 687.587341
	Iteration 7Q: 3 clusters Score -84030.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -84042.007812 Penalty: 687.587341
	Iteration 8Q: 3 clusters Score -84042.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -84045.789062 Penalty: 687.587341
	Iteration 9Q: 3 clusters Score -84045.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -84050.117188 Penalty: 687.587341
	Iteration 10Q: 3 clusters Score -84050.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -84054.078125 Penalty: 687.587341
	Iteration 11Q: 3 clusters Score -84054.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -84057.203125 Penalty: 687.587341
	Iteration 12Q: 3 clusters Score -84057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -84057.710938 Penalty: 687.587341
	Iteration 13Q: 3 clusters Score -84057.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -84058.296875 Penalty: 687.587341
	Iteration 14Q: 3 clusters Score -84058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -84058.320312 Penalty: 687.587341
	Iteration 15Q: 3 clusters Score -84058.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -84058.976562 Penalty: 687.587341
	Iteration 16Q: 3 clusters Score -84058.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -84060.453125 Penalty: 687.587341
	Iteration 17Q: 3 clusters Score -84060.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -84061.875000 Penalty: 687.587341
	Iteration 18Q: 3 clusters Score -84061.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -84062.945312 Penalty: 687.587341
	Iteration 19Q: 3 clusters Score -84062.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -84063.679688 Penalty: 687.587341
	Iteration 20F: 3 clusters Score -84063.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -84064.218750 Penalty: 687.587341
	Iteration 21Q: 3 clusters Score -84064.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -84064.281250 Penalty: 687.587341
	Iteration 22Q: 3 clusters Score -84064.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -84064.414062 Penalty: 687.587341
	Iteration 23Q: 3 clusters Score -84064.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -84064.828125 Penalty: 687.587341
	Iteration 24Q: 3 clusters Score -84064.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -84065.101562 Penalty: 687.587341
	Iteration 25Q: 3 clusters Score -84065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -84065.101562 Penalty: 687.587341
	Iteration 26F: 3 clusters Score -84065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -61526.375000 Penalty: 330.353790
	Iteration 0F: 2 clusters Score -61526.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -60495.785156 Penalty: 660.707581
	Iteration 0F: 3 clusters Score -60495.79 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -61030.714844 Penalty: 660.707581
	Iteration 1F: 3 clusters Score -61030.71 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -61466.117188 Penalty: 660.707581
	Iteration 2F: 3 clusters Score -61466.12 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -62058.402344 Penalty: 660.707581
	Iteration 3F: 3 clusters Score -62058.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -62474.285156 Penalty: 660.707581
	Iteration 4F: 3 clusters Score -62474.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -62589.210938 Penalty: 660.707581
	Iteration 5F: 3 clusters Score -62589.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -62619.035156 Penalty: 660.707581
	Iteration 6Q: 3 clusters Score -62619.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -62620.285156 Penalty: 660.707581
	Iteration 7Q: 3 clusters Score -62620.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -62620.570312 Penalty: 660.707581
	Iteration 8Q: 3 clusters Score -62620.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -62620.570312 Penalty: 660.707581
	Iteration 9F: 3 clusters Score -62620.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 89 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 33777 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 344129 members 
Entering Unmasked Estep 
Score: -25280578.000000 Penalty: 10196.145508
Splitting cluster 19 changes total score from -25278996.000000 to -25280578.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 20 (344129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344129 members 
Entering Unmasked Estep 
Score: -16775989.000000 Penalty: 580.069092
	Iteration 0F: 2 clusters Score -1.677599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171869 members 
Mstep: Class 2 contains 172260 members 
Entering Unmasked Estep 
Score: -16577075.000000 Penalty: 1160.138184
	Iteration 0F: 3 clusters Score -1.657708e+07 nChanged 170180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 183190 members 
Entering Unmasked Estep 
Score: -16682305.000000 Penalty: 1160.138184
	Iteration 1F: 3 clusters Score -1.66823e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Mstep: Class 2 contains 187739 members 
Entering Unmasked Estep 
Score: -16686092.000000 Penalty: 1160.138184
	Iteration 2Q: 3 clusters Score -1.668609e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 194129 members 
Entering Unmasked Estep 
Score: -16692125.000000 Penalty: 1160.138184
	Iteration 3Q: 3 clusters Score -1.669212e+07 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 202693 members 
Entering Unmasked Estep 
Score: -16702460.000000 Penalty: 1160.138184
	Iteration 4F: 3 clusters Score -1.670246e+07 nChanged 21574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130924 members 
Mstep: Class 2 contains 213205 members 
Entering Unmasked Estep 
Score: -16718917.000000 Penalty: 1160.138184
	Iteration 5F: 3 clusters Score -1.671892e+07 nChanged 23203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 222938 members 
Entering Unmasked Estep 
Score: -16737413.000000 Penalty: 1160.138184
	Iteration 6F: 3 clusters Score -1.673741e+07 nChanged 20765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 229389 members 
Entering Unmasked Estep 
Score: -16749467.000000 Penalty: 1160.138184
	Iteration 7F: 3 clusters Score -1.674947e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 233250 members 
Entering Unmasked Estep 
Score: -16753984.000000 Penalty: 1160.138184
	Iteration 8Q: 3 clusters Score -1.675398e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 236016 members 
Entering Unmasked Estep 
Score: -16755099.000000 Penalty: 1160.138184
	Iteration 9Q: 3 clusters Score -1.67551e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 238169 members 
Entering Unmasked Estep 
Score: -16755330.000000 Penalty: 1160.138184
	Iteration 10Q: 3 clusters Score -1.675533e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 240020 members 
Entering Unmasked Estep 
Score: -16755363.000000 Penalty: 1160.138184
	Iteration 11Q: 3 clusters Score -1.675536e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 241593 members 
Entering Unmasked Estep 
Score: -16755427.000000 Penalty: 1160.138184
	Iteration 12Q: 3 clusters Score -1.675543e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 242962 members 
Entering Unmasked Estep 
Score: -16755631.000000 Penalty: 1160.138184
	Iteration 13Q: 3 clusters Score -1.675563e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 244171 members 
Entering Unmasked Estep 
Score: -16755684.000000 Penalty: 1160.138184
	Iteration 14Q: 3 clusters Score -1.675568e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 245257 members 
Entering Unmasked Estep 
Score: -16755776.000000 Penalty: 1160.138184
	Iteration 15Q: 3 clusters Score -1.675578e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 246232 members 
Entering Unmasked Estep 
Score: -16755586.000000 Penalty: 1160.138184
	Iteration 16Q: 3 clusters Score -1.675559e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 246977 members 
Entering Unmasked Estep 
Score: -16755517.000000 Penalty: 1160.138184
	Iteration 17Q: 3 clusters Score -1.675552e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 247475 members 
Entering Unmasked Estep 
Score: -16755502.000000 Penalty: 1160.138184
	Iteration 18Q: 3 clusters Score -1.67555e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 247805 members 
Entering Unmasked Estep 
Score: -16755429.000000 Penalty: 1160.138184
	Iteration 19Q: 3 clusters Score -1.675543e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 247942 members 
Entering Unmasked Estep 
Score: -16755254.000000 Penalty: 1160.138184
	Iteration 20F: 3 clusters Score -1.675525e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 247815 members 
Entering Unmasked Estep 
Score: -16755026.000000 Penalty: 1160.138184
	Iteration 21Q: 3 clusters Score -1.675503e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96616 members 
Mstep: Class 2 contains 247513 members 
Entering Unmasked Estep 
Score: -16754910.000000 Penalty: 1160.138184
	Iteration 22Q: 3 clusters Score -1.675491e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 247153 members 
Entering Unmasked Estep 
Score: -16754685.000000 Penalty: 1160.138184
	Iteration 23Q: 3 clusters Score -1.675468e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 246570 members 
Entering Unmasked Estep 
Score: -16754540.000000 Penalty: 1160.138184
	Iteration 24Q: 3 clusters Score -1.675454e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 245877 members 
Entering Unmasked Estep 
Score: -16754346.000000 Penalty: 1160.138184
	Iteration 25Q: 3 clusters Score -1.675435e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 244916 members 
Entering Unmasked Estep 
Score: -16754126.000000 Penalty: 1160.138184
	Iteration 26Q: 3 clusters Score -1.675413e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 243743 members 
Entering Unmasked Estep 
Score: -16753909.000000 Penalty: 1160.138184
	Iteration 27Q: 3 clusters Score -1.675391e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 242433 members 
Entering Unmasked Estep 
Score: -16753787.000000 Penalty: 1160.138184
	Iteration 28Q: 3 clusters Score -1.675379e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 240955 members 
Entering Unmasked Estep 
Score: -16753641.000000 Penalty: 1160.138184
	Iteration 29Q: 3 clusters Score -1.675364e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 239237 members 
Entering Unmasked Estep 
Score: -16753611.000000 Penalty: 1160.138184
	Iteration 30Q: 3 clusters Score -1.675361e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 237407 members 
Entering Unmasked Estep 
Score: -16753616.000000 Penalty: 1160.138184
	Iteration 31Q: 3 clusters Score -1.675362e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 235512 members 
Entering Unmasked Estep 
Score: -16753671.000000 Penalty: 1160.138184
	Iteration 32Q: 3 clusters Score -1.675367e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110590 members 
Mstep: Class 2 contains 233539 members 
Entering Unmasked Estep 
Score: -16753567.000000 Penalty: 1160.138184
	Iteration 33Q: 3 clusters Score -1.675357e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 231514 members 
Entering Unmasked Estep 
Score: -16753446.000000 Penalty: 1160.138184
	Iteration 34Q: 3 clusters Score -1.675345e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 229374 members 
Entering Unmasked Estep 
Score: -16753300.000000 Penalty: 1160.138184
	Iteration 35Q: 3 clusters Score -1.67533e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116973 members 
Mstep: Class 2 contains 227156 members 
Entering Unmasked Estep 
Score: -16753132.000000 Penalty: 1160.138184
	Iteration 36Q: 3 clusters Score -1.675313e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 224817 members 
Entering Unmasked Estep 
Score: -16752910.000000 Penalty: 1160.138184
	Iteration 37Q: 3 clusters Score -1.675291e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 222444 members 
Entering Unmasked Estep 
Score: -16752788.000000 Penalty: 1160.138184
	Iteration 38Q: 3 clusters Score -1.675279e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 219950 members 
Entering Unmasked Estep 
Score: -16752879.000000 Penalty: 1160.138184
	Iteration 39Q: 3 clusters Score -1.675288e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 217477 members 
Entering Unmasked Estep 
Score: -16752960.000000 Penalty: 1160.138184
	Iteration 40F: 3 clusters Score -1.675296e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129156 members 
Mstep: Class 2 contains 214973 members 
Entering Unmasked Estep 
Score: -16753013.000000 Penalty: 1160.138184
	Iteration 41Q: 3 clusters Score -1.675301e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -16753075.000000 Penalty: 1160.138184
	Iteration 42Q: 3 clusters Score -1.675308e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -16753100.000000 Penalty: 1160.138184
	Iteration 43Q: 3 clusters Score -1.67531e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136571 members 
Mstep: Class 2 contains 207558 members 
Entering Unmasked Estep 
Score: -16753286.000000 Penalty: 1160.138184
	Iteration 44Q: 3 clusters Score -1.675329e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 204933 members 
Entering Unmasked Estep 
Score: -16753458.000000 Penalty: 1160.138184
	Iteration 45Q: 3 clusters Score -1.675346e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 202436 members 
Entering Unmasked Estep 
Score: -16753571.000000 Penalty: 1160.138184
	Iteration 46Q: 3 clusters Score -1.675357e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 200072 members 
Entering Unmasked Estep 
Score: -16753807.000000 Penalty: 1160.138184
	Iteration 47Q: 3 clusters Score -1.675381e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 197973 members 
Entering Unmasked Estep 
Score: -16753879.000000 Penalty: 1160.138184
	Iteration 48Q: 3 clusters Score -1.675388e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -16754026.000000 Penalty: 1160.138184
	Iteration 49Q: 3 clusters Score -1.675403e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150318 members 
Mstep: Class 2 contains 193811 members 
Entering Unmasked Estep 
Score: -16754111.000000 Penalty: 1160.138184
	Iteration 50Q: 3 clusters Score -1.675411e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 191816 members 
Entering Unmasked Estep 
Score: -16754337.000000 Penalty: 1160.138184
	Iteration 51Q: 3 clusters Score -1.675434e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 189889 members 
Entering Unmasked Estep 
Score: -16754395.000000 Penalty: 1160.138184
	Iteration 52Q: 3 clusters Score -1.67544e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 188077 members 
Entering Unmasked Estep 
Score: -16754600.000000 Penalty: 1160.138184
	Iteration 53Q: 3 clusters Score -1.67546e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 186317 members 
Entering Unmasked Estep 
Score: -16754730.000000 Penalty: 1160.138184
	Iteration 54Q: 3 clusters Score -1.675473e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -16754772.000000 Penalty: 1160.138184
	Iteration 55Q: 3 clusters Score -1.675477e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 183022 members 
Entering Unmasked Estep 
Score: -16754873.000000 Penalty: 1160.138184
	Iteration 56Q: 3 clusters Score -1.675487e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162645 members 
Mstep: Class 2 contains 181484 members 
Entering Unmasked Estep 
Score: -16754920.000000 Penalty: 1160.138184
	Iteration 57Q: 3 clusters Score -1.675492e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 180101 members 
Entering Unmasked Estep 
Score: -16755047.000000 Penalty: 1160.138184
	Iteration 58Q: 3 clusters Score -1.675505e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -16755263.000000 Penalty: 1160.138184
	Iteration 59Q: 3 clusters Score -1.675526e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 177684 members 
Entering Unmasked Estep 
Score: -16755424.000000 Penalty: 1160.138184
	Iteration 60F: 3 clusters Score -1.675542e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -16755739.000000 Penalty: 1160.138184
	Iteration 61Q: 3 clusters Score -1.675574e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 175580 members 
Entering Unmasked Estep 
Score: -16755796.000000 Penalty: 1160.138184
	Iteration 62Q: 3 clusters Score -1.67558e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -16755973.000000 Penalty: 1160.138184
	Iteration 63Q: 3 clusters Score -1.675597e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -16756197.000000 Penalty: 1160.138184
	Iteration 64Q: 3 clusters Score -1.67562e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -16756349.000000 Penalty: 1160.138184
	Iteration 65Q: 3 clusters Score -1.675635e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -16756626.000000 Penalty: 1160.138184
	Iteration 66Q: 3 clusters Score -1.675663e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -16756843.000000 Penalty: 1160.138184
	Iteration 67Q: 3 clusters Score -1.675684e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -16757026.000000 Penalty: 1160.138184
	Iteration 68Q: 3 clusters Score -1.675703e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173015 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -16757301.000000 Penalty: 1160.138184
	Iteration 69Q: 3 clusters Score -1.67573e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173377 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -16757531.000000 Penalty: 1160.138184
	Iteration 70Q: 3 clusters Score -1.675753e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -16757541.000000 Penalty: 1160.138184
	Iteration 71Q: 3 clusters Score -1.675754e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -16757709.000000 Penalty: 1160.138184
	Iteration 72Q: 3 clusters Score -1.675771e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174254 members 
Mstep: Class 2 contains 169875 members 
Entering Unmasked Estep 
Score: -16757959.000000 Penalty: 1160.138184
	Iteration 73Q: 3 clusters Score -1.675796e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 169632 members 
Entering Unmasked Estep 
Score: -16758161.000000 Penalty: 1160.138184
	Iteration 74Q: 3 clusters Score -1.675816e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -16758344.000000 Penalty: 1160.138184
	Iteration 75Q: 3 clusters Score -1.675834e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -16758460.000000 Penalty: 1160.138184
	Iteration 76Q: 3 clusters Score -1.675846e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -16758692.000000 Penalty: 1160.138184
	Iteration 77Q: 3 clusters Score -1.675869e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174667 members 
Mstep: Class 2 contains 169462 members 
Entering Unmasked Estep 
Score: -16758769.000000 Penalty: 1160.138184
	Iteration 78Q: 3 clusters Score -1.675877e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -16758924.000000 Penalty: 1160.138184
	Iteration 79Q: 3 clusters Score -1.675892e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174313 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -16759038.000000 Penalty: 1160.138184
	Iteration 80F: 3 clusters Score -1.675904e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174101 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -16759144.000000 Penalty: 1160.138184
	Iteration 81Q: 3 clusters Score -1.675914e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -16759175.000000 Penalty: 1160.138184
	Iteration 82Q: 3 clusters Score -1.675918e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -16759312.000000 Penalty: 1160.138184
	Iteration 83Q: 3 clusters Score -1.675931e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173397 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -16759361.000000 Penalty: 1160.138184
	Iteration 84Q: 3 clusters Score -1.675936e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -16759452.000000 Penalty: 1160.138184
	Iteration 85Q: 3 clusters Score -1.675945e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172873 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -16759558.000000 Penalty: 1160.138184
	Iteration 86Q: 3 clusters Score -1.675956e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -16759647.000000 Penalty: 1160.138184
	Iteration 87Q: 3 clusters Score -1.675965e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -16759711.000000 Penalty: 1160.138184
	Iteration 88Q: 3 clusters Score -1.675971e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -16759812.000000 Penalty: 1160.138184
	Iteration 89Q: 3 clusters Score -1.675981e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -16759954.000000 Penalty: 1160.138184
	Iteration 90Q: 3 clusters Score -1.675995e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 172767 members 
Entering Unmasked Estep 
Score: -16760044.000000 Penalty: 1160.138184
	Iteration 91Q: 3 clusters Score -1.676004e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171044 members 
Mstep: Class 2 contains 173085 members 
Entering Unmasked Estep 
Score: -16760099.000000 Penalty: 1160.138184
	Iteration 92Q: 3 clusters Score -1.67601e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -16760054.000000 Penalty: 1160.138184
	Iteration 93Q: 3 clusters Score -1.676005e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 173671 members 
Entering Unmasked Estep 
Score: -16760146.000000 Penalty: 1160.138184
	Iteration 94Q: 3 clusters Score -1.676015e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -16760236.000000 Penalty: 1160.138184
	Iteration 95Q: 3 clusters Score -1.676024e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 174330 members 
Entering Unmasked Estep 
Score: -16760347.000000 Penalty: 1160.138184
	Iteration 96Q: 3 clusters Score -1.676035e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 174691 members 
Entering Unmasked Estep 
Score: -16760316.000000 Penalty: 1160.138184
	Iteration 97Q: 3 clusters Score -1.676032e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -16760394.000000 Penalty: 1160.138184
	Iteration 98Q: 3 clusters Score -1.676039e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -16760392.000000 Penalty: 1160.138184
	Iteration 99Q: 3 clusters Score -1.676039e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -16760412.000000 Penalty: 1160.138184
	Iteration 100F: 3 clusters Score -1.676041e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 176215 members 
Entering Unmasked Estep 
Score: -16760441.000000 Penalty: 1160.138184
	Iteration 101Q: 3 clusters Score -1.676044e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -16760440.000000 Penalty: 1160.138184
	Iteration 102Q: 3 clusters Score -1.676044e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -16760509.000000 Penalty: 1160.138184
	Iteration 103Q: 3 clusters Score -1.676051e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -16760565.000000 Penalty: 1160.138184
	Iteration 104Q: 3 clusters Score -1.676056e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -16760494.000000 Penalty: 1160.138184
	Iteration 105Q: 3 clusters Score -1.676049e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 178370 members 
Entering Unmasked Estep 
Score: -16760504.000000 Penalty: 1160.138184
	Iteration 106Q: 3 clusters Score -1.67605e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 178919 members 
Entering Unmasked Estep 
Score: -16760514.000000 Penalty: 1160.138184
	Iteration 107Q: 3 clusters Score -1.676051e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 179509 members 
Entering Unmasked Estep 
Score: -16760514.000000 Penalty: 1160.138184
	Iteration 108Q: 3 clusters Score -1.676051e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 180087 members 
Entering Unmasked Estep 
Score: -16760582.000000 Penalty: 1160.138184
	Iteration 109Q: 3 clusters Score -1.676058e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 180666 members 
Entering Unmasked Estep 
Score: -16760603.000000 Penalty: 1160.138184
	Iteration 110Q: 3 clusters Score -1.67606e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -16760669.000000 Penalty: 1160.138184
	Iteration 111Q: 3 clusters Score -1.676067e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162213 members 
Mstep: Class 2 contains 181916 members 
Entering Unmasked Estep 
Score: -16760768.000000 Penalty: 1160.138184
	Iteration 112Q: 3 clusters Score -1.676077e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 182566 members 
Entering Unmasked Estep 
Score: -16760721.000000 Penalty: 1160.138184
	Iteration 113Q: 3 clusters Score -1.676072e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 183290 members 
Entering Unmasked Estep 
Score: -16760753.000000 Penalty: 1160.138184
	Iteration 114Q: 3 clusters Score -1.676075e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 184038 members 
Entering Unmasked Estep 
Score: -16760802.000000 Penalty: 1160.138184
	Iteration 115Q: 3 clusters Score -1.67608e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 184846 members 
Entering Unmasked Estep 
Score: -16760768.000000 Penalty: 1160.138184
	Iteration 116Q: 3 clusters Score -1.676077e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 185655 members 
Entering Unmasked Estep 
Score: -16760842.000000 Penalty: 1160.138184
	Iteration 117Q: 3 clusters Score -1.676084e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157631 members 
Mstep: Class 2 contains 186498 members 
Entering Unmasked Estep 
Score: -16760882.000000 Penalty: 1160.138184
	Iteration 118Q: 3 clusters Score -1.676088e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156725 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -16760882.000000 Penalty: 1160.138184
	Iteration 119Q: 3 clusters Score -1.676088e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155777 members 
Mstep: Class 2 contains 188352 members 
Entering Unmasked Estep 
Score: -16760967.000000 Penalty: 1160.138184
	Iteration 120F: 3 clusters Score -1.676097e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 189332 members 
Entering Unmasked Estep 
Score: -16761004.000000 Penalty: 1160.138184
	Iteration 121Q: 3 clusters Score -1.6761e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -16761054.000000 Penalty: 1160.138184
	Iteration 122Q: 3 clusters Score -1.676105e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152640 members 
Mstep: Class 2 contains 191489 members 
Entering Unmasked Estep 
Score: -16761013.000000 Penalty: 1160.138184
	Iteration 123Q: 3 clusters Score -1.676101e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 192632 members 
Entering Unmasked Estep 
Score: -16760964.000000 Penalty: 1160.138184
	Iteration 124Q: 3 clusters Score -1.676096e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 193663 members 
Entering Unmasked Estep 
Score: -16760998.000000 Penalty: 1160.138184
	Iteration 125Q: 3 clusters Score -1.6761e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 194728 members 
Entering Unmasked Estep 
Score: -16761003.000000 Penalty: 1160.138184
	Iteration 126Q: 3 clusters Score -1.6761e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 195781 members 
Entering Unmasked Estep 
Score: -16761046.000000 Penalty: 1160.138184
	Iteration 127Q: 3 clusters Score -1.676105e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 196850 members 
Entering Unmasked Estep 
Score: -16761097.000000 Penalty: 1160.138184
	Iteration 128Q: 3 clusters Score -1.67611e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146245 members 
Mstep: Class 2 contains 197884 members 
Entering Unmasked Estep 
Score: -16761032.000000 Penalty: 1160.138184
	Iteration 129Q: 3 clusters Score -1.676103e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 198878 members 
Entering Unmasked Estep 
Score: -16761024.000000 Penalty: 1160.138184
	Iteration 130Q: 3 clusters Score -1.676102e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 199841 members 
Entering Unmasked Estep 
Score: -16760991.000000 Penalty: 1160.138184
	Iteration 131Q: 3 clusters Score -1.676099e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143336 members 
Mstep: Class 2 contains 200793 members 
Entering Unmasked Estep 
Score: -16761061.000000 Penalty: 1160.138184
	Iteration 132Q: 3 clusters Score -1.676106e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 201717 members 
Entering Unmasked Estep 
Score: -16761162.000000 Penalty: 1160.138184
	Iteration 133Q: 3 clusters Score -1.676116e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 202635 members 
Entering Unmasked Estep 
Score: -16761106.000000 Penalty: 1160.138184
	Iteration 134Q: 3 clusters Score -1.676111e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140618 members 
Mstep: Class 2 contains 203511 members 
Entering Unmasked Estep 
Score: -16761123.000000 Penalty: 1160.138184
	Iteration 135Q: 3 clusters Score -1.676112e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 204433 members 
Entering Unmasked Estep 
Score: -16761155.000000 Penalty: 1160.138184
	Iteration 136Q: 3 clusters Score -1.676116e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 205381 members 
Entering Unmasked Estep 
Score: -16761114.000000 Penalty: 1160.138184
	Iteration 137Q: 3 clusters Score -1.676111e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 206320 members 
Entering Unmasked Estep 
Score: -16761166.000000 Penalty: 1160.138184
	Iteration 138Q: 3 clusters Score -1.676117e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 207272 members 
Entering Unmasked Estep 
Score: -16761167.000000 Penalty: 1160.138184
	Iteration 139Q: 3 clusters Score -1.676117e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 208171 members 
Entering Unmasked Estep 
Score: -16761212.000000 Penalty: 1160.138184
	Iteration 140F: 3 clusters Score -1.676121e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135071 members 
Mstep: Class 2 contains 209058 members 
Entering Unmasked Estep 
Score: -16761157.000000 Penalty: 1160.138184
	Iteration 141Q: 3 clusters Score -1.676116e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134187 members 
Mstep: Class 2 contains 209942 members 
Entering Unmasked Estep 
Score: -16761105.000000 Penalty: 1160.138184
	Iteration 142Q: 3 clusters Score -1.67611e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 210827 members 
Entering Unmasked Estep 
Score: -16761130.000000 Penalty: 1160.138184
	Iteration 143Q: 3 clusters Score -1.676113e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 211717 members 
Entering Unmasked Estep 
Score: -16761169.000000 Penalty: 1160.138184
	Iteration 144Q: 3 clusters Score -1.676117e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 212574 members 
Entering Unmasked Estep 
Score: -16761216.000000 Penalty: 1160.138184
	Iteration 145Q: 3 clusters Score -1.676122e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 213415 members 
Entering Unmasked Estep 
Score: -16761272.000000 Penalty: 1160.138184
	Iteration 146Q: 3 clusters Score -1.676127e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129840 members 
Mstep: Class 2 contains 214289 members 
Entering Unmasked Estep 
Score: -16761361.000000 Penalty: 1160.138184
	Iteration 147Q: 3 clusters Score -1.676136e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 215140 members 
Entering Unmasked Estep 
Score: -16761343.000000 Penalty: 1160.138184
	Iteration 148Q: 3 clusters Score -1.676134e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 215984 members 
Entering Unmasked Estep 
Score: -16761369.000000 Penalty: 1160.138184
	Iteration 149Q: 3 clusters Score -1.676137e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 216842 members 
Entering Unmasked Estep 
Score: -16761410.000000 Penalty: 1160.138184
	Iteration 150Q: 3 clusters Score -1.676141e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 217726 members 
Entering Unmasked Estep 
Score: -16761425.000000 Penalty: 1160.138184
	Iteration 151Q: 3 clusters Score -1.676142e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 218601 members 
Entering Unmasked Estep 
Score: -16761461.000000 Penalty: 1160.138184
	Iteration 152Q: 3 clusters Score -1.676146e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 219525 members 
Entering Unmasked Estep 
Score: -16761426.000000 Penalty: 1160.138184
	Iteration 153Q: 3 clusters Score -1.676143e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 220391 members 
Entering Unmasked Estep 
Score: -16761425.000000 Penalty: 1160.138184
	Iteration 154Q: 3 clusters Score -1.676142e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 221230 members 
Entering Unmasked Estep 
Score: -16761498.000000 Penalty: 1160.138184
	Iteration 155Q: 3 clusters Score -1.67615e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 222078 members 
Entering Unmasked Estep 
Score: -16761542.000000 Penalty: 1160.138184
	Iteration 156Q: 3 clusters Score -1.676154e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 222850 members 
Entering Unmasked Estep 
Score: -16761618.000000 Penalty: 1160.138184
	Iteration 157Q: 3 clusters Score -1.676162e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -16761606.000000 Penalty: 1160.138184
	Iteration 158Q: 3 clusters Score -1.676161e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 224422 members 
Entering Unmasked Estep 
Score: -16761639.000000 Penalty: 1160.138184
	Iteration 159Q: 3 clusters Score -1.676164e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 225149 members 
Entering Unmasked Estep 
Score: -16761652.000000 Penalty: 1160.138184
	Iteration 160F: 3 clusters Score -1.676165e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 225837 members 
Entering Unmasked Estep 
Score: -16761746.000000 Penalty: 1160.138184
	Iteration 161Q: 3 clusters Score -1.676175e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117560 members 
Mstep: Class 2 contains 226569 members 
Entering Unmasked Estep 
Score: -16761781.000000 Penalty: 1160.138184
	Iteration 162Q: 3 clusters Score -1.676178e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116787 members 
Mstep: Class 2 contains 227342 members 
Entering Unmasked Estep 
Score: -16761836.000000 Penalty: 1160.138184
	Iteration 163Q: 3 clusters Score -1.676184e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -16761927.000000 Penalty: 1160.138184
	Iteration 164Q: 3 clusters Score -1.676193e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 228949 members 
Entering Unmasked Estep 
Score: -16762029.000000 Penalty: 1160.138184
	Iteration 165Q: 3 clusters Score -1.676203e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 229792 members 
Entering Unmasked Estep 
Score: -16762114.000000 Penalty: 1160.138184
	Iteration 166Q: 3 clusters Score -1.676211e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 230608 members 
Entering Unmasked Estep 
Score: -16762237.000000 Penalty: 1160.138184
	Iteration 167Q: 3 clusters Score -1.676224e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 231494 members 
Entering Unmasked Estep 
Score: -16762277.000000 Penalty: 1160.138184
	Iteration 168Q: 3 clusters Score -1.676228e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 232412 members 
Entering Unmasked Estep 
Score: -16762339.000000 Penalty: 1160.138184
	Iteration 169Q: 3 clusters Score -1.676234e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 233323 members 
Entering Unmasked Estep 
Score: -16762322.000000 Penalty: 1160.138184
	Iteration 170Q: 3 clusters Score -1.676232e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 234205 members 
Entering Unmasked Estep 
Score: -16762386.000000 Penalty: 1160.138184
	Iteration 171Q: 3 clusters Score -1.676239e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 235116 members 
Entering Unmasked Estep 
Score: -16762489.000000 Penalty: 1160.138184
	Iteration 172Q: 3 clusters Score -1.676249e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 236046 members 
Entering Unmasked Estep 
Score: -16762602.000000 Penalty: 1160.138184
	Iteration 173Q: 3 clusters Score -1.67626e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 236995 members 
Entering Unmasked Estep 
Score: -16762685.000000 Penalty: 1160.138184
	Iteration 174Q: 3 clusters Score -1.676268e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 238015 members 
Entering Unmasked Estep 
Score: -16762808.000000 Penalty: 1160.138184
	Iteration 175Q: 3 clusters Score -1.676281e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105105 members 
Mstep: Class 2 contains 239024 members 
Entering Unmasked Estep 
Score: -16762735.000000 Penalty: 1160.138184
	Iteration 176Q: 3 clusters Score -1.676274e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 239918 members 
Entering Unmasked Estep 
Score: -16762648.000000 Penalty: 1160.138184
	Iteration 177Q: 3 clusters Score -1.676265e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 240775 members 
Entering Unmasked Estep 
Score: -16762601.000000 Penalty: 1160.138184
	Iteration 178Q: 3 clusters Score -1.67626e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 241570 members 
Entering Unmasked Estep 
Score: -16762545.000000 Penalty: 1160.138184
	Iteration 179Q: 3 clusters Score -1.676254e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 242279 members 
Entering Unmasked Estep 
Score: -16762523.000000 Penalty: 1160.138184
	Iteration 180F: 3 clusters Score -1.676252e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 242955 members 
Entering Unmasked Estep 
Score: -16762484.000000 Penalty: 1160.138184
	Iteration 181Q: 3 clusters Score -1.676248e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 243549 members 
Entering Unmasked Estep 
Score: -16762485.000000 Penalty: 1160.138184
	Iteration 182Q: 3 clusters Score -1.676248e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 244120 members 
Entering Unmasked Estep 
Score: -16762518.000000 Penalty: 1160.138184
	Iteration 183Q: 3 clusters Score -1.676252e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 244594 members 
Entering Unmasked Estep 
Score: -16762548.000000 Penalty: 1160.138184
	Iteration 184Q: 3 clusters Score -1.676255e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 245027 members 
Entering Unmasked Estep 
Score: -16762536.000000 Penalty: 1160.138184
	Iteration 185Q: 3 clusters Score -1.676254e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 245418 members 
Entering Unmasked Estep 
Score: -16762556.000000 Penalty: 1160.138184
	Iteration 186Q: 3 clusters Score -1.676256e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 245754 members 
Entering Unmasked Estep 
Score: -16762539.000000 Penalty: 1160.138184
	Iteration 187Q: 3 clusters Score -1.676254e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 246109 members 
Entering Unmasked Estep 
Score: -16762518.000000 Penalty: 1160.138184
	Iteration 188Q: 3 clusters Score -1.676252e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97670 members 
Mstep: Class 2 contains 246459 members 
Entering Unmasked Estep 
Score: -16762565.000000 Penalty: 1160.138184
	Iteration 189Q: 3 clusters Score -1.676256e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 246807 members 
Entering Unmasked Estep 
Score: -16762630.000000 Penalty: 1160.138184
	Iteration 190Q: 3 clusters Score -1.676263e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 247095 members 
Entering Unmasked Estep 
Score: -16762602.000000 Penalty: 1160.138184
	Iteration 191Q: 3 clusters Score -1.67626e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 247357 members 
Entering Unmasked Estep 
Score: -16762627.000000 Penalty: 1160.138184
	Iteration 192Q: 3 clusters Score -1.676263e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 247608 members 
Entering Unmasked Estep 
Score: -16762569.000000 Penalty: 1160.138184
	Iteration 193Q: 3 clusters Score -1.676257e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 247878 members 
Entering Unmasked Estep 
Score: -16762676.000000 Penalty: 1160.138184
	Iteration 194Q: 3 clusters Score -1.676268e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 248143 members 
Entering Unmasked Estep 
Score: -16762695.000000 Penalty: 1160.138184
	Iteration 195Q: 3 clusters Score -1.67627e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 248365 members 
Entering Unmasked Estep 
Score: -16762684.000000 Penalty: 1160.138184
	Iteration 196Q: 3 clusters Score -1.676268e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 248597 members 
Entering Unmasked Estep 
Score: -16762635.000000 Penalty: 1160.138184
	Iteration 197Q: 3 clusters Score -1.676264e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 248850 members 
Entering Unmasked Estep 
Score: -16762632.000000 Penalty: 1160.138184
	Iteration 198Q: 3 clusters Score -1.676263e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 249133 members 
Entering Unmasked Estep 
Score: -16762587.000000 Penalty: 1160.138184
	Iteration 199Q: 3 clusters Score -1.676259e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 249368 members 
Entering Unmasked Estep 
Score: -16762569.000000 Penalty: 1160.138184
	Iteration 200F: 3 clusters Score -1.676257e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 249553 members 
Entering Unmasked Estep 
Score: -16762538.000000 Penalty: 1160.138184
	Iteration 201Q: 3 clusters Score -1.676254e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 249693 members 
Entering Unmasked Estep 
Score: -16762525.000000 Penalty: 1160.138184
	Iteration 202Q: 3 clusters Score -1.676252e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 249821 members 
Entering Unmasked Estep 
Score: -16762509.000000 Penalty: 1160.138184
	Iteration 203Q: 3 clusters Score -1.676251e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 249948 members 
Entering Unmasked Estep 
Score: -16762512.000000 Penalty: 1160.138184
	Iteration 204Q: 3 clusters Score -1.676251e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 250036 members 
Entering Unmasked Estep 
Score: -16762523.000000 Penalty: 1160.138184
	Iteration 205Q: 3 clusters Score -1.676252e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 250127 members 
Entering Unmasked Estep 
Score: -16762542.000000 Penalty: 1160.138184
	Iteration 206Q: 3 clusters Score -1.676254e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 250183 members 
Entering Unmasked Estep 
Score: -16762484.000000 Penalty: 1160.138184
	Iteration 207Q: 3 clusters Score -1.676248e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 250201 members 
Entering Unmasked Estep 
Score: -16762396.000000 Penalty: 1160.138184
	Iteration 208Q: 3 clusters Score -1.67624e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 250176 members 
Entering Unmasked Estep 
Score: -16762392.000000 Penalty: 1160.138184
	Iteration 209Q: 3 clusters Score -1.676239e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 250132 members 
Entering Unmasked Estep 
Score: -16762344.000000 Penalty: 1160.138184
	Iteration 210Q: 3 clusters Score -1.676234e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 250091 members 
Entering Unmasked Estep 
Score: -16762330.000000 Penalty: 1160.138184
	Iteration 211Q: 3 clusters Score -1.676233e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 250038 members 
Entering Unmasked Estep 
Score: -16762324.000000 Penalty: 1160.138184
	Iteration 212Q: 3 clusters Score -1.676232e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 249979 members 
Entering Unmasked Estep 
Score: -16762257.000000 Penalty: 1160.138184
	Iteration 213Q: 3 clusters Score -1.676226e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 249927 members 
Entering Unmasked Estep 
Score: -16762249.000000 Penalty: 1160.138184
	Iteration 214Q: 3 clusters Score -1.676225e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 249858 members 
Entering Unmasked Estep 
Score: -16762266.000000 Penalty: 1160.138184
	Iteration 215Q: 3 clusters Score -1.676227e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 249785 members 
Entering Unmasked Estep 
Score: -16762181.000000 Penalty: 1160.138184
	Iteration 216Q: 3 clusters Score -1.676218e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 249697 members 
Entering Unmasked Estep 
Score: -16762171.000000 Penalty: 1160.138184
	Iteration 217Q: 3 clusters Score -1.676217e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 249603 members 
Entering Unmasked Estep 
Score: -16762139.000000 Penalty: 1160.138184
	Iteration 218Q: 3 clusters Score -1.676214e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 249507 members 
Entering Unmasked Estep 
Score: -16762086.000000 Penalty: 1160.138184
	Iteration 219Q: 3 clusters Score -1.676209e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 249400 members 
Entering Unmasked Estep 
Score: -16762010.000000 Penalty: 1160.138184
	Iteration 220F: 3 clusters Score -1.676201e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 249264 members 
Entering Unmasked Estep 
Score: -16761991.000000 Penalty: 1160.138184
	Iteration 221Q: 3 clusters Score -1.676199e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 249097 members 
Entering Unmasked Estep 
Score: -16761992.000000 Penalty: 1160.138184
	Iteration 222Q: 3 clusters Score -1.676199e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 248922 members 
Entering Unmasked Estep 
Score: -16761954.000000 Penalty: 1160.138184
	Iteration 223Q: 3 clusters Score -1.676195e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 248752 members 
Entering Unmasked Estep 
Score: -16761984.000000 Penalty: 1160.138184
	Iteration 224Q: 3 clusters Score -1.676198e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 248568 members 
Entering Unmasked Estep 
Score: -16761943.000000 Penalty: 1160.138184
	Iteration 225Q: 3 clusters Score -1.676194e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 248395 members 
Entering Unmasked Estep 
Score: -16761893.000000 Penalty: 1160.138184
	Iteration 226Q: 3 clusters Score -1.676189e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 248246 members 
Entering Unmasked Estep 
Score: -16761869.000000 Penalty: 1160.138184
	Iteration 227Q: 3 clusters Score -1.676187e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 248084 members 
Entering Unmasked Estep 
Score: -16761875.000000 Penalty: 1160.138184
	Iteration 228Q: 3 clusters Score -1.676188e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 247896 members 
Entering Unmasked Estep 
Score: -16761876.000000 Penalty: 1160.138184
	Iteration 229Q: 3 clusters Score -1.676188e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 247701 members 
Entering Unmasked Estep 
Score: -16761864.000000 Penalty: 1160.138184
	Iteration 230Q: 3 clusters Score -1.676186e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 247520 members 
Entering Unmasked Estep 
Score: -16761897.000000 Penalty: 1160.138184
	Iteration 231Q: 3 clusters Score -1.67619e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 247350 members 
Entering Unmasked Estep 
Score: -16761825.000000 Penalty: 1160.138184
	Iteration 232Q: 3 clusters Score -1.676182e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 247170 members 
Entering Unmasked Estep 
Score: -16761808.000000 Penalty: 1160.138184
	Iteration 233Q: 3 clusters Score -1.676181e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 247000 members 
Entering Unmasked Estep 
Score: -16761784.000000 Penalty: 1160.138184
	Iteration 234Q: 3 clusters Score -1.676178e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 246829 members 
Entering Unmasked Estep 
Score: -16761763.000000 Penalty: 1160.138184
	Iteration 235Q: 3 clusters Score -1.676176e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 246634 members 
Entering Unmasked Estep 
Score: -16761701.000000 Penalty: 1160.138184
	Iteration 236Q: 3 clusters Score -1.67617e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 246448 members 
Entering Unmasked Estep 
Score: -16761696.000000 Penalty: 1160.138184
	Iteration 237Q: 3 clusters Score -1.67617e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 246224 members 
Entering Unmasked Estep 
Score: -16761692.000000 Penalty: 1160.138184
	Iteration 238Q: 3 clusters Score -1.676169e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 245987 members 
Entering Unmasked Estep 
Score: -16761698.000000 Penalty: 1160.138184
	Iteration 239Q: 3 clusters Score -1.67617e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 245717 members 
Entering Unmasked Estep 
Score: -16761699.000000 Penalty: 1160.138184
	Iteration 240F: 3 clusters Score -1.67617e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 245431 members 
Entering Unmasked Estep 
Score: -16761690.000000 Penalty: 1160.138184
	Iteration 241Q: 3 clusters Score -1.676169e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 245133 members 
Entering Unmasked Estep 
Score: -16761597.000000 Penalty: 1160.138184
	Iteration 242Q: 3 clusters Score -1.67616e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 244839 members 
Entering Unmasked Estep 
Score: -16761591.000000 Penalty: 1160.138184
	Iteration 243Q: 3 clusters Score -1.676159e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 244510 members 
Entering Unmasked Estep 
Score: -16761521.000000 Penalty: 1160.138184
	Iteration 244Q: 3 clusters Score -1.676152e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 244154 members 
Entering Unmasked Estep 
Score: -16761403.000000 Penalty: 1160.138184
	Iteration 245Q: 3 clusters Score -1.67614e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 243796 members 
Entering Unmasked Estep 
Score: -16761396.000000 Penalty: 1160.138184
	Iteration 246Q: 3 clusters Score -1.67614e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 243418 members 
Entering Unmasked Estep 
Score: -16761339.000000 Penalty: 1160.138184
	Iteration 247Q: 3 clusters Score -1.676134e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 243041 members 
Entering Unmasked Estep 
Score: -16761251.000000 Penalty: 1160.138184
	Iteration 248Q: 3 clusters Score -1.676125e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 242633 members 
Entering Unmasked Estep 
Score: -16761203.000000 Penalty: 1160.138184
	Iteration 249Q: 3 clusters Score -1.67612e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 242232 members 
Entering Unmasked Estep 
Score: -16761143.000000 Penalty: 1160.138184
	Iteration 250Q: 3 clusters Score -1.676114e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 241801 members 
Entering Unmasked Estep 
Score: -16761119.000000 Penalty: 1160.138184
	Iteration 251Q: 3 clusters Score -1.676112e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 241388 members 
Entering Unmasked Estep 
Score: -16761104.000000 Penalty: 1160.138184
	Iteration 252Q: 3 clusters Score -1.67611e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 240988 members 
Entering Unmasked Estep 
Score: -16761080.000000 Penalty: 1160.138184
	Iteration 253Q: 3 clusters Score -1.676108e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 240559 members 
Entering Unmasked Estep 
Score: -16761053.000000 Penalty: 1160.138184
	Iteration 254Q: 3 clusters Score -1.676105e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 240138 members 
Entering Unmasked Estep 
Score: -16761082.000000 Penalty: 1160.138184
	Iteration 255Q: 3 clusters Score -1.676108e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 239681 members 
Entering Unmasked Estep 
Score: -16761096.000000 Penalty: 1160.138184
	Iteration 256Q: 3 clusters Score -1.67611e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 239267 members 
Entering Unmasked Estep 
Score: -16761088.000000 Penalty: 1160.138184
	Iteration 257Q: 3 clusters Score -1.676109e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 238857 members 
Entering Unmasked Estep 
Score: -16761104.000000 Penalty: 1160.138184
	Iteration 258Q: 3 clusters Score -1.67611e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105682 members 
Mstep: Class 2 contains 238447 members 
Entering Unmasked Estep 
Score: -16761118.000000 Penalty: 1160.138184
	Iteration 259Q: 3 clusters Score -1.676112e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 238030 members 
Entering Unmasked Estep 
Score: -16761165.000000 Penalty: 1160.138184
	Iteration 260F: 3 clusters Score -1.676116e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 237614 members 
Entering Unmasked Estep 
Score: -16761217.000000 Penalty: 1160.138184
	Iteration 261Q: 3 clusters Score -1.676122e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 237193 members 
Entering Unmasked Estep 
Score: -16761209.000000 Penalty: 1160.138184
	Iteration 262Q: 3 clusters Score -1.676121e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 236789 members 
Entering Unmasked Estep 
Score: -16761184.000000 Penalty: 1160.138184
	Iteration 263Q: 3 clusters Score -1.676118e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 236416 members 
Entering Unmasked Estep 
Score: -16761220.000000 Penalty: 1160.138184
	Iteration 264Q: 3 clusters Score -1.676122e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 236063 members 
Entering Unmasked Estep 
Score: -16761176.000000 Penalty: 1160.138184
	Iteration 265Q: 3 clusters Score -1.676118e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 235679 members 
Entering Unmasked Estep 
Score: -16761148.000000 Penalty: 1160.138184
	Iteration 266Q: 3 clusters Score -1.676115e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 235338 members 
Entering Unmasked Estep 
Score: -16761085.000000 Penalty: 1160.138184
	Iteration 267Q: 3 clusters Score -1.676108e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 234967 members 
Entering Unmasked Estep 
Score: -16761025.000000 Penalty: 1160.138184
	Iteration 268Q: 3 clusters Score -1.676102e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109520 members 
Mstep: Class 2 contains 234609 members 
Entering Unmasked Estep 
Score: -16761017.000000 Penalty: 1160.138184
	Iteration 269Q: 3 clusters Score -1.676102e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 234248 members 
Entering Unmasked Estep 
Score: -16760966.000000 Penalty: 1160.138184
	Iteration 270Q: 3 clusters Score -1.676097e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 233834 members 
Entering Unmasked Estep 
Score: -16760879.000000 Penalty: 1160.138184
	Iteration 271Q: 3 clusters Score -1.676088e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -16760818.000000 Penalty: 1160.138184
	Iteration 272Q: 3 clusters Score -1.676082e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 232983 members 
Entering Unmasked Estep 
Score: -16760731.000000 Penalty: 1160.138184
	Iteration 273Q: 3 clusters Score -1.676073e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 232520 members 
Entering Unmasked Estep 
Score: -16760671.000000 Penalty: 1160.138184
	Iteration 274Q: 3 clusters Score -1.676067e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112032 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -16760665.000000 Penalty: 1160.138184
	Iteration 275Q: 3 clusters Score -1.676066e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 231606 members 
Entering Unmasked Estep 
Score: -16760573.000000 Penalty: 1160.138184
	Iteration 276Q: 3 clusters Score -1.676057e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113046 members 
Mstep: Class 2 contains 231083 members 
Entering Unmasked Estep 
Score: -16760509.000000 Penalty: 1160.138184
	Iteration 277Q: 3 clusters Score -1.676051e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 230572 members 
Entering Unmasked Estep 
Score: -16760419.000000 Penalty: 1160.138184
	Iteration 278Q: 3 clusters Score -1.676042e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 230056 members 
Entering Unmasked Estep 
Score: -16760300.000000 Penalty: 1160.138184
	Iteration 279Q: 3 clusters Score -1.67603e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 229526 members 
Entering Unmasked Estep 
Score: -16760270.000000 Penalty: 1160.138184
	Iteration 280F: 3 clusters Score -1.676027e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115143 members 
Mstep: Class 2 contains 228986 members 
Entering Unmasked Estep 
Score: -16760249.000000 Penalty: 1160.138184
	Iteration 281Q: 3 clusters Score -1.676025e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115706 members 
Mstep: Class 2 contains 228423 members 
Entering Unmasked Estep 
Score: -16760143.000000 Penalty: 1160.138184
	Iteration 282Q: 3 clusters Score -1.676014e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 227848 members 
Entering Unmasked Estep 
Score: -16760080.000000 Penalty: 1160.138184
	Iteration 283Q: 3 clusters Score -1.676008e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 227194 members 
Entering Unmasked Estep 
Score: -16760020.000000 Penalty: 1160.138184
	Iteration 284Q: 3 clusters Score -1.676002e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 226506 members 
Entering Unmasked Estep 
Score: -16759873.000000 Penalty: 1160.138184
	Iteration 285Q: 3 clusters Score -1.675987e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118402 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -16759709.000000 Penalty: 1160.138184
	Iteration 286Q: 3 clusters Score -1.675971e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119222 members 
Mstep: Class 2 contains 224907 members 
Entering Unmasked Estep 
Score: -16759677.000000 Penalty: 1160.138184
	Iteration 287Q: 3 clusters Score -1.675968e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 224057 members 
Entering Unmasked Estep 
Score: -16759510.000000 Penalty: 1160.138184
	Iteration 288Q: 3 clusters Score -1.675951e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -16759500.000000 Penalty: 1160.138184
	Iteration 289Q: 3 clusters Score -1.67595e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 222324 members 
Entering Unmasked Estep 
Score: -16759431.000000 Penalty: 1160.138184
	Iteration 290Q: 3 clusters Score -1.675943e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122670 members 
Mstep: Class 2 contains 221459 members 
Entering Unmasked Estep 
Score: -16759482.000000 Penalty: 1160.138184
	Iteration 291Q: 3 clusters Score -1.675948e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123529 members 
Mstep: Class 2 contains 220600 members 
Entering Unmasked Estep 
Score: -16759413.000000 Penalty: 1160.138184
	Iteration 292Q: 3 clusters Score -1.675941e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 219710 members 
Entering Unmasked Estep 
Score: -16759386.000000 Penalty: 1160.138184
	Iteration 293Q: 3 clusters Score -1.675939e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 218853 members 
Entering Unmasked Estep 
Score: -16759287.000000 Penalty: 1160.138184
	Iteration 294Q: 3 clusters Score -1.675929e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 217990 members 
Entering Unmasked Estep 
Score: -16759265.000000 Penalty: 1160.138184
	Iteration 295Q: 3 clusters Score -1.675926e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 217216 members 
Entering Unmasked Estep 
Score: -16759271.000000 Penalty: 1160.138184
	Iteration 296Q: 3 clusters Score -1.675927e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127711 members 
Mstep: Class 2 contains 216418 members 
Entering Unmasked Estep 
Score: -16759205.000000 Penalty: 1160.138184
	Iteration 297Q: 3 clusters Score -1.67592e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 215638 members 
Entering Unmasked Estep 
Score: -16759177.000000 Penalty: 1160.138184
	Iteration 298Q: 3 clusters Score -1.675918e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 214841 members 
Entering Unmasked Estep 
Score: -16759121.000000 Penalty: 1160.138184
	Iteration 299Q: 3 clusters Score -1.675912e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130104 members 
Mstep: Class 2 contains 214025 members 
Entering Unmasked Estep 
Score: -16759122.000000 Penalty: 1160.138184
	Iteration 300F: 3 clusters Score -1.675912e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130921 members 
Mstep: Class 2 contains 213208 members 
Entering Unmasked Estep 
Score: -16759085.000000 Penalty: 1160.138184
	Iteration 301Q: 3 clusters Score -1.675908e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 212421 members 
Entering Unmasked Estep 
Score: -16759055.000000 Penalty: 1160.138184
	Iteration 302Q: 3 clusters Score -1.675906e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Mstep: Class 2 contains 211706 members 
Entering Unmasked Estep 
Score: -16758972.000000 Penalty: 1160.138184
	Iteration 303Q: 3 clusters Score -1.675897e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 210947 members 
Entering Unmasked Estep 
Score: -16758859.000000 Penalty: 1160.138184
	Iteration 304Q: 3 clusters Score -1.675886e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 210158 members 
Entering Unmasked Estep 
Score: -16758823.000000 Penalty: 1160.138184
	Iteration 305Q: 3 clusters Score -1.675882e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 209350 members 
Entering Unmasked Estep 
Score: -16758811.000000 Penalty: 1160.138184
	Iteration 306Q: 3 clusters Score -1.675881e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135586 members 
Mstep: Class 2 contains 208543 members 
Entering Unmasked Estep 
Score: -16758781.000000 Penalty: 1160.138184
	Iteration 307Q: 3 clusters Score -1.675878e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 207722 members 
Entering Unmasked Estep 
Score: -16758768.000000 Penalty: 1160.138184
	Iteration 308Q: 3 clusters Score -1.675877e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137247 members 
Mstep: Class 2 contains 206882 members 
Entering Unmasked Estep 
Score: -16758777.000000 Penalty: 1160.138184
	Iteration 309Q: 3 clusters Score -1.675878e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 206098 members 
Entering Unmasked Estep 
Score: -16758857.000000 Penalty: 1160.138184
	Iteration 310Q: 3 clusters Score -1.675886e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 205293 members 
Entering Unmasked Estep 
Score: -16758874.000000 Penalty: 1160.138184
	Iteration 311Q: 3 clusters Score -1.675887e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 204477 members 
Entering Unmasked Estep 
Score: -16758897.000000 Penalty: 1160.138184
	Iteration 312Q: 3 clusters Score -1.67589e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140425 members 
Mstep: Class 2 contains 203704 members 
Entering Unmasked Estep 
Score: -16758930.000000 Penalty: 1160.138184
	Iteration 313Q: 3 clusters Score -1.675893e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141137 members 
Mstep: Class 2 contains 202992 members 
Entering Unmasked Estep 
Score: -16759017.000000 Penalty: 1160.138184
	Iteration 314Q: 3 clusters Score -1.675902e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 202352 members 
Entering Unmasked Estep 
Score: -16759001.000000 Penalty: 1160.138184
	Iteration 315Q: 3 clusters Score -1.6759e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142475 members 
Mstep: Class 2 contains 201654 members 
Entering Unmasked Estep 
Score: -16759019.000000 Penalty: 1160.138184
	Iteration 316Q: 3 clusters Score -1.675902e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 200963 members 
Entering Unmasked Estep 
Score: -16759109.000000 Penalty: 1160.138184
	Iteration 317Q: 3 clusters Score -1.675911e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 200288 members 
Entering Unmasked Estep 
Score: -16759094.000000 Penalty: 1160.138184
	Iteration 318Q: 3 clusters Score -1.675909e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144464 members 
Mstep: Class 2 contains 199665 members 
Entering Unmasked Estep 
Score: -16759122.000000 Penalty: 1160.138184
	Iteration 319Q: 3 clusters Score -1.675912e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145044 members 
Mstep: Class 2 contains 199085 members 
Entering Unmasked Estep 
Score: -16759110.000000 Penalty: 1160.138184
	Iteration 320F: 3 clusters Score -1.675911e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145638 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -16759113.000000 Penalty: 1160.138184
	Iteration 321Q: 3 clusters Score -1.675911e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 197936 members 
Entering Unmasked Estep 
Score: -16759080.000000 Penalty: 1160.138184
	Iteration 322Q: 3 clusters Score -1.675908e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 197375 members 
Entering Unmasked Estep 
Score: -16759089.000000 Penalty: 1160.138184
	Iteration 323Q: 3 clusters Score -1.675909e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147294 members 
Mstep: Class 2 contains 196835 members 
Entering Unmasked Estep 
Score: -16759106.000000 Penalty: 1160.138184
	Iteration 324Q: 3 clusters Score -1.675911e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 196347 members 
Entering Unmasked Estep 
Score: -16759090.000000 Penalty: 1160.138184
	Iteration 325Q: 3 clusters Score -1.675909e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148302 members 
Mstep: Class 2 contains 195827 members 
Entering Unmasked Estep 
Score: -16759125.000000 Penalty: 1160.138184
	Iteration 326Q: 3 clusters Score -1.675912e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 195316 members 
Entering Unmasked Estep 
Score: -16759175.000000 Penalty: 1160.138184
	Iteration 327Q: 3 clusters Score -1.675918e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149310 members 
Mstep: Class 2 contains 194819 members 
Entering Unmasked Estep 
Score: -16759208.000000 Penalty: 1160.138184
	Iteration 328Q: 3 clusters Score -1.675921e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 194338 members 
Entering Unmasked Estep 
Score: -16759288.000000 Penalty: 1160.138184
	Iteration 329Q: 3 clusters Score -1.675929e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 193834 members 
Entering Unmasked Estep 
Score: -16759332.000000 Penalty: 1160.138184
	Iteration 330Q: 3 clusters Score -1.675933e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 193378 members 
Entering Unmasked Estep 
Score: -16759313.000000 Penalty: 1160.138184
	Iteration 331Q: 3 clusters Score -1.675931e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 192943 members 
Entering Unmasked Estep 
Score: -16759314.000000 Penalty: 1160.138184
	Iteration 332Q: 3 clusters Score -1.675931e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151547 members 
Mstep: Class 2 contains 192582 members 
Entering Unmasked Estep 
Score: -16759309.000000 Penalty: 1160.138184
	Iteration 333Q: 3 clusters Score -1.675931e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151870 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -16759318.000000 Penalty: 1160.138184
	Iteration 334Q: 3 clusters Score -1.675932e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 191953 members 
Entering Unmasked Estep 
Score: -16759315.000000 Penalty: 1160.138184
	Iteration 335Q: 3 clusters Score -1.675932e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 191669 members 
Entering Unmasked Estep 
Score: -16759312.000000 Penalty: 1160.138184
	Iteration 336Q: 3 clusters Score -1.675931e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 191403 members 
Entering Unmasked Estep 
Score: -16759292.000000 Penalty: 1160.138184
	Iteration 337Q: 3 clusters Score -1.675929e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 191122 members 
Entering Unmasked Estep 
Score: -16759309.000000 Penalty: 1160.138184
	Iteration 338Q: 3 clusters Score -1.675931e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 190773 members 
Entering Unmasked Estep 
Score: -16759325.000000 Penalty: 1160.138184
	Iteration 339Q: 3 clusters Score -1.675932e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 190437 members 
Entering Unmasked Estep 
Score: -16759374.000000 Penalty: 1160.138184
	Iteration 340F: 3 clusters Score -1.675937e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 190165 members 
Entering Unmasked Estep 
Score: -16759386.000000 Penalty: 1160.138184
	Iteration 341Q: 3 clusters Score -1.675939e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 189934 members 
Entering Unmasked Estep 
Score: -16759417.000000 Penalty: 1160.138184
	Iteration 342Q: 3 clusters Score -1.675942e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 189735 members 
Entering Unmasked Estep 
Score: -16759504.000000 Penalty: 1160.138184
	Iteration 343Q: 3 clusters Score -1.67595e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 189566 members 
Entering Unmasked Estep 
Score: -16759565.000000 Penalty: 1160.138184
	Iteration 344Q: 3 clusters Score -1.675956e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154725 members 
Mstep: Class 2 contains 189404 members 
Entering Unmasked Estep 
Score: -16759595.000000 Penalty: 1160.138184
	Iteration 345Q: 3 clusters Score -1.67596e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -16759630.000000 Penalty: 1160.138184
	Iteration 346Q: 3 clusters Score -1.675963e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 189141 members 
Entering Unmasked Estep 
Score: -16759673.000000 Penalty: 1160.138184
	Iteration 347Q: 3 clusters Score -1.675967e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 189029 members 
Entering Unmasked Estep 
Score: -16759732.000000 Penalty: 1160.138184
	Iteration 348Q: 3 clusters Score -1.675973e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -16759827.000000 Penalty: 1160.138184
	Iteration 349Q: 3 clusters Score -1.675983e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 188978 members 
Entering Unmasked Estep 
Score: -16759867.000000 Penalty: 1160.138184
	Iteration 350Q: 3 clusters Score -1.675987e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
Score: -16759895.000000 Penalty: 1160.138184
	Iteration 351Q: 3 clusters Score -1.67599e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -16759907.000000 Penalty: 1160.138184
	Iteration 352Q: 3 clusters Score -1.675991e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155184 members 
Mstep: Class 2 contains 188945 members 
Entering Unmasked Estep 
Score: -16760001.000000 Penalty: 1160.138184
	Iteration 353Q: 3 clusters Score -1.676e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -16760002.000000 Penalty: 1160.138184
	Iteration 354Q: 3 clusters Score -1.676e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155330 members 
Mstep: Class 2 contains 188799 members 
Entering Unmasked Estep 
Score: -16760103.000000 Penalty: 1160.138184
	Iteration 355Q: 3 clusters Score -1.67601e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 188754 members 
Entering Unmasked Estep 
Score: -16760252.000000 Penalty: 1160.138184
	Iteration 356Q: 3 clusters Score -1.676025e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 188762 members 
Entering Unmasked Estep 
Score: -16760319.000000 Penalty: 1160.138184
	Iteration 357Q: 3 clusters Score -1.676032e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155386 members 
Mstep: Class 2 contains 188743 members 
Entering Unmasked Estep 
Score: -16760417.000000 Penalty: 1160.138184
	Iteration 358Q: 3 clusters Score -1.676042e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155433 members 
Mstep: Class 2 contains 188696 members 
Entering Unmasked Estep 
Score: -16760529.000000 Penalty: 1160.138184
	Iteration 359Q: 3 clusters Score -1.676053e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155472 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -16760588.000000 Penalty: 1160.138184
	Iteration 360F: 3 clusters Score -1.676059e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -16760660.000000 Penalty: 1160.138184
	Iteration 361Q: 3 clusters Score -1.676066e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 188664 members 
Entering Unmasked Estep 
Score: -16760738.000000 Penalty: 1160.138184
	Iteration 362Q: 3 clusters Score -1.676074e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155423 members 
Mstep: Class 2 contains 188706 members 
Entering Unmasked Estep 
Score: -16760866.000000 Penalty: 1160.138184
	Iteration 363Q: 3 clusters Score -1.676087e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 188773 members 
Entering Unmasked Estep 
Score: -16760985.000000 Penalty: 1160.138184
	Iteration 364Q: 3 clusters Score -1.676098e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155266 members 
Mstep: Class 2 contains 188863 members 
Entering Unmasked Estep 
Score: -16761113.000000 Penalty: 1160.138184
	Iteration 365Q: 3 clusters Score -1.676111e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
Score: -16761245.000000 Penalty: 1160.138184
	Iteration 366Q: 3 clusters Score -1.676124e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155052 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -16761389.000000 Penalty: 1160.138184
	Iteration 367Q: 3 clusters Score -1.676139e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 189138 members 
Entering Unmasked Estep 
Score: -16761654.000000 Penalty: 1160.138184
	Iteration 368Q: 3 clusters Score -1.676165e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 189193 members 
Entering Unmasked Estep 
Score: -16761813.000000 Penalty: 1160.138184
	Iteration 369Q: 3 clusters Score -1.676181e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 189214 members 
Entering Unmasked Estep 
Score: -16761987.000000 Penalty: 1160.138184
	Iteration 370Q: 3 clusters Score -1.676199e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 189297 members 
Entering Unmasked Estep 
Score: -16762175.000000 Penalty: 1160.138184
	Iteration 371Q: 3 clusters Score -1.676218e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 189304 members 
Entering Unmasked Estep 
Score: -16762355.000000 Penalty: 1160.138184
	Iteration 372Q: 3 clusters Score -1.676236e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -16762555.000000 Penalty: 1160.138184
	Iteration 373Q: 3 clusters Score -1.676256e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154762 members 
Mstep: Class 2 contains 189367 members 
Entering Unmasked Estep 
Score: -16762638.000000 Penalty: 1160.138184
	Iteration 374Q: 3 clusters Score -1.676264e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 189435 members 
Entering Unmasked Estep 
Score: -16762884.000000 Penalty: 1160.138184
	Iteration 375Q: 3 clusters Score -1.676288e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 189557 members 
Entering Unmasked Estep 
Score: -16763002.000000 Penalty: 1160.138184
	Iteration 376Q: 3 clusters Score -1.6763e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154477 members 
Mstep: Class 2 contains 189652 members 
Entering Unmasked Estep 
Score: -16763193.000000 Penalty: 1160.138184
	Iteration 377Q: 3 clusters Score -1.676319e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -16763369.000000 Penalty: 1160.138184
	Iteration 378Q: 3 clusters Score -1.676337e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -16763487.000000 Penalty: 1160.138184
	Iteration 379Q: 3 clusters Score -1.676349e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154048 members 
Mstep: Class 2 contains 190081 members 
Entering Unmasked Estep 
Score: -16763732.000000 Penalty: 1160.138184
	Iteration 380F: 3 clusters Score -1.676373e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 190237 members 
Entering Unmasked Estep 
Score: -16763944.000000 Penalty: 1160.138184
	Iteration 381Q: 3 clusters Score -1.676394e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 190403 members 
Entering Unmasked Estep 
Score: -16764171.000000 Penalty: 1160.138184
	Iteration 382Q: 3 clusters Score -1.676417e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -16764306.000000 Penalty: 1160.138184
	Iteration 383Q: 3 clusters Score -1.676431e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153336 members 
Mstep: Class 2 contains 190793 members 
Entering Unmasked Estep 
Score: -16764536.000000 Penalty: 1160.138184
	Iteration 384Q: 3 clusters Score -1.676454e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 191033 members 
Entering Unmasked Estep 
Score: -16764762.000000 Penalty: 1160.138184
	Iteration 385Q: 3 clusters Score -1.676476e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 191304 members 
Entering Unmasked Estep 
Score: -16765015.000000 Penalty: 1160.138184
	Iteration 386Q: 3 clusters Score -1.676502e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -16765246.000000 Penalty: 1160.138184
	Iteration 387Q: 3 clusters Score -1.676525e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 191867 members 
Entering Unmasked Estep 
Score: -16765498.000000 Penalty: 1160.138184
	Iteration 388Q: 3 clusters Score -1.67655e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 192187 members 
Entering Unmasked Estep 
Score: -16765672.000000 Penalty: 1160.138184
	Iteration 389Q: 3 clusters Score -1.676567e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151546 members 
Mstep: Class 2 contains 192583 members 
Entering Unmasked Estep 
Score: -16765929.000000 Penalty: 1160.138184
	Iteration 390Q: 3 clusters Score -1.676593e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 192963 members 
Entering Unmasked Estep 
Score: -16766155.000000 Penalty: 1160.138184
	Iteration 391Q: 3 clusters Score -1.676616e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150759 members 
Mstep: Class 2 contains 193370 members 
Entering Unmasked Estep 
Score: -16766428.000000 Penalty: 1160.138184
	Iteration 392Q: 3 clusters Score -1.676643e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 193844 members 
Entering Unmasked Estep 
Score: -16766667.000000 Penalty: 1160.138184
	Iteration 393Q: 3 clusters Score -1.676667e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -16766910.000000 Penalty: 1160.138184
	Iteration 394Q: 3 clusters Score -1.676691e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -16767106.000000 Penalty: 1160.138184
	Iteration 395Q: 3 clusters Score -1.676711e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 195658 members 
Entering Unmasked Estep 
Score: -16767369.000000 Penalty: 1160.138184
	Iteration 396Q: 3 clusters Score -1.676737e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147817 members 
Mstep: Class 2 contains 196312 members 
Entering Unmasked Estep 
Score: -16767590.000000 Penalty: 1160.138184
	Iteration 397Q: 3 clusters Score -1.676759e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -16767869.000000 Penalty: 1160.138184
	Iteration 398Q: 3 clusters Score -1.676787e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 197715 members 
Entering Unmasked Estep 
Score: -16768006.000000 Penalty: 1160.138184
	Iteration 399Q: 3 clusters Score -1.676801e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 198419 members 
Entering Unmasked Estep 
Score: -16768230.000000 Penalty: 1160.138184
	Iteration 400F: 3 clusters Score -1.676823e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 199101 members 
Entering Unmasked Estep 
Score: -16768400.000000 Penalty: 1160.138184
	Iteration 401Q: 3 clusters Score -1.67684e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144326 members 
Mstep: Class 2 contains 199803 members 
Entering Unmasked Estep 
Score: -16768553.000000 Penalty: 1160.138184
	Iteration 402Q: 3 clusters Score -1.676855e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 200537 members 
Entering Unmasked Estep 
Score: -16768683.000000 Penalty: 1160.138184
	Iteration 403Q: 3 clusters Score -1.676868e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142821 members 
Mstep: Class 2 contains 201308 members 
Entering Unmasked Estep 
Score: -16768827.000000 Penalty: 1160.138184
	Iteration 404Q: 3 clusters Score -1.676883e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 202088 members 
Entering Unmasked Estep 
Score: -16768938.000000 Penalty: 1160.138184
	Iteration 405Q: 3 clusters Score -1.676894e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 202915 members 
Entering Unmasked Estep 
Score: -16769063.000000 Penalty: 1160.138184
	Iteration 406Q: 3 clusters Score -1.676906e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 203685 members 
Entering Unmasked Estep 
Score: -16769177.000000 Penalty: 1160.138184
	Iteration 407Q: 3 clusters Score -1.676918e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139666 members 
Mstep: Class 2 contains 204463 members 
Entering Unmasked Estep 
Score: -16769235.000000 Penalty: 1160.138184
	Iteration 408Q: 3 clusters Score -1.676924e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 205272 members 
Entering Unmasked Estep 
Score: -16769408.000000 Penalty: 1160.138184
	Iteration 409Q: 3 clusters Score -1.676941e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 206120 members 
Entering Unmasked Estep 
Score: -16769490.000000 Penalty: 1160.138184
	Iteration 410Q: 3 clusters Score -1.676949e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 206958 members 
Entering Unmasked Estep 
Score: -16769626.000000 Penalty: 1160.138184
	Iteration 411Q: 3 clusters Score -1.676963e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 207842 members 
Entering Unmasked Estep 
Score: -16769740.000000 Penalty: 1160.138184
	Iteration 412Q: 3 clusters Score -1.676974e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 208667 members 
Entering Unmasked Estep 
Score: -16769894.000000 Penalty: 1160.138184
	Iteration 413Q: 3 clusters Score -1.676989e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 209566 members 
Entering Unmasked Estep 
Score: -16769959.000000 Penalty: 1160.138184
	Iteration 414Q: 3 clusters Score -1.676996e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133659 members 
Mstep: Class 2 contains 210470 members 
Entering Unmasked Estep 
Score: -16770047.000000 Penalty: 1160.138184
	Iteration 415Q: 3 clusters Score -1.677005e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132735 members 
Mstep: Class 2 contains 211394 members 
Entering Unmasked Estep 
Score: -16770123.000000 Penalty: 1160.138184
	Iteration 416Q: 3 clusters Score -1.677012e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131822 members 
Mstep: Class 2 contains 212307 members 
Entering Unmasked Estep 
Score: -16770197.000000 Penalty: 1160.138184
	Iteration 417Q: 3 clusters Score -1.67702e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -16770277.000000 Penalty: 1160.138184
	Iteration 418Q: 3 clusters Score -1.677028e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 214322 members 
Entering Unmasked Estep 
Score: -16770383.000000 Penalty: 1160.138184
	Iteration 419Q: 3 clusters Score -1.677038e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 215381 members 
Entering Unmasked Estep 
Score: -16770506.000000 Penalty: 1160.138184
	Iteration 420F: 3 clusters Score -1.677051e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 216472 members 
Entering Unmasked Estep 
Score: -16770545.000000 Penalty: 1160.138184
	Iteration 421Q: 3 clusters Score -1.677054e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 217610 members 
Entering Unmasked Estep 
Score: -16770620.000000 Penalty: 1160.138184
	Iteration 422Q: 3 clusters Score -1.677062e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125361 members 
Mstep: Class 2 contains 218768 members 
Entering Unmasked Estep 
Score: -16770689.000000 Penalty: 1160.138184
	Iteration 423Q: 3 clusters Score -1.677069e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 219882 members 
Entering Unmasked Estep 
Score: -16770799.000000 Penalty: 1160.138184
	Iteration 424Q: 3 clusters Score -1.67708e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 221040 members 
Entering Unmasked Estep 
Score: -16770907.000000 Penalty: 1160.138184
	Iteration 425Q: 3 clusters Score -1.677091e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 222275 members 
Entering Unmasked Estep 
Score: -16770991.000000 Penalty: 1160.138184
	Iteration 426Q: 3 clusters Score -1.677099e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 223540 members 
Entering Unmasked Estep 
Score: -16771133.000000 Penalty: 1160.138184
	Iteration 427Q: 3 clusters Score -1.677113e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 224793 members 
Entering Unmasked Estep 
Score: -16771242.000000 Penalty: 1160.138184
	Iteration 428Q: 3 clusters Score -1.677124e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -16771402.000000 Penalty: 1160.138184
	Iteration 429Q: 3 clusters Score -1.67714e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 227633 members 
Entering Unmasked Estep 
Score: -16771654.000000 Penalty: 1160.138184
	Iteration 430Q: 3 clusters Score -1.677165e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -16771828.000000 Penalty: 1160.138184
	Iteration 431Q: 3 clusters Score -1.677183e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 230838 members 
Entering Unmasked Estep 
Score: -16772224.000000 Penalty: 1160.138184
	Iteration 432Q: 3 clusters Score -1.677222e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 232517 members 
Entering Unmasked Estep 
Score: -16772515.000000 Penalty: 1160.138184
	Iteration 433Q: 3 clusters Score -1.677252e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 234214 members 
Entering Unmasked Estep 
Score: -16772691.000000 Penalty: 1160.138184
	Iteration 434Q: 3 clusters Score -1.677269e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 236038 members 
Entering Unmasked Estep 
Score: -16772932.000000 Penalty: 1160.138184
	Iteration 435Q: 3 clusters Score -1.677293e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 237925 members 
Entering Unmasked Estep 
Score: -16773112.000000 Penalty: 1160.138184
	Iteration 436Q: 3 clusters Score -1.677311e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 239850 members 
Entering Unmasked Estep 
Score: -16773273.000000 Penalty: 1160.138184
	Iteration 437Q: 3 clusters Score -1.677327e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 241768 members 
Entering Unmasked Estep 
Score: -16773565.000000 Penalty: 1160.138184
	Iteration 438Q: 3 clusters Score -1.677356e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 243745 members 
Entering Unmasked Estep 
Score: -16773870.000000 Penalty: 1160.138184
	Iteration 439Q: 3 clusters Score -1.677387e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 245778 members 
Entering Unmasked Estep 
Score: -16774299.000000 Penalty: 1160.138184
	Iteration 440F: 3 clusters Score -1.67743e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 247817 members 
Entering Unmasked Estep 
Score: -16774705.000000 Penalty: 1160.138184
	Iteration 441Q: 3 clusters Score -1.67747e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 249906 members 
Entering Unmasked Estep 
Score: -16774768.000000 Penalty: 1160.138184
	Iteration 442Q: 3 clusters Score -1.677477e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 252024 members 
Entering Unmasked Estep 
Score: -16775020.000000 Penalty: 1160.138184
	Iteration 443Q: 3 clusters Score -1.677502e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 254233 members 
Entering Unmasked Estep 
Score: -16775172.000000 Penalty: 1160.138184
	Iteration 444Q: 3 clusters Score -1.677517e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 256432 members 
Entering Unmasked Estep 
Score: -16775271.000000 Penalty: 1160.138184
	Iteration 445Q: 3 clusters Score -1.677527e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 258649 members 
Entering Unmasked Estep 
Score: -16775354.000000 Penalty: 1160.138184
	Iteration 446Q: 3 clusters Score -1.677535e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 260901 members 
Entering Unmasked Estep 
Score: -16775441.000000 Penalty: 1160.138184
	Iteration 447Q: 3 clusters Score -1.677544e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 263238 members 
Entering Unmasked Estep 
Score: -16775690.000000 Penalty: 1160.138184
	Iteration 448Q: 3 clusters Score -1.677569e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 265515 members 
Entering Unmasked Estep 
Score: -16775840.000000 Penalty: 1160.138184
	Iteration 449Q: 3 clusters Score -1.677584e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 267749 members 
Entering Unmasked Estep 
Score: -16776002.000000 Penalty: 1160.138184
	Iteration 450Q: 3 clusters Score -1.6776e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 269920 members 
Entering Unmasked Estep 
Score: -16776089.000000 Penalty: 1160.138184
	Iteration 451Q: 3 clusters Score -1.677609e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 272033 members 
Entering Unmasked Estep 
Score: -16776436.000000 Penalty: 1160.138184
	Iteration 452Q: 3 clusters Score -1.677644e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 274194 members 
Entering Unmasked Estep 
Score: -16776838.000000 Penalty: 1160.138184
	Iteration 453Q: 3 clusters Score -1.677684e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 276327 members 
Entering Unmasked Estep 
Score: -16777127.000000 Penalty: 1160.138184
	Iteration 454Q: 3 clusters Score -1.677713e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 278372 members 
Entering Unmasked Estep 
Score: -16777470.000000 Penalty: 1160.138184
	Iteration 455Q: 3 clusters Score -1.677747e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 280330 members 
Entering Unmasked Estep 
Score: -16777780.000000 Penalty: 1160.138184
	Iteration 456Q: 3 clusters Score -1.677778e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 282309 members 
Entering Unmasked Estep 
Score: -16777968.000000 Penalty: 1160.138184
	Iteration 457Q: 3 clusters Score -1.677797e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 284189 members 
Entering Unmasked Estep 
Score: -16778210.000000 Penalty: 1160.138184
	Iteration 458Q: 3 clusters Score -1.677821e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 285993 members 
Entering Unmasked Estep 
Score: -16778484.000000 Penalty: 1160.138184
	Iteration 459Q: 3 clusters Score -1.677848e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 287788 members 
Entering Unmasked Estep 
Score: -16778676.000000 Penalty: 1160.138184
	Iteration 460F: 3 clusters Score -1.677868e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 289575 members 
Entering Unmasked Estep 
Score: -16778810.000000 Penalty: 1160.138184
	Iteration 461Q: 3 clusters Score -1.677881e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 291373 members 
Entering Unmasked Estep 
Score: -16778876.000000 Penalty: 1160.138184
	Iteration 462Q: 3 clusters Score -1.677888e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 293119 members 
Entering Unmasked Estep 
Score: -16778980.000000 Penalty: 1160.138184
	Iteration 463Q: 3 clusters Score -1.677898e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 294755 members 
Entering Unmasked Estep 
Score: -16779230.000000 Penalty: 1160.138184
	Iteration 464Q: 3 clusters Score -1.677923e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 296397 members 
Entering Unmasked Estep 
Score: -16779342.000000 Penalty: 1160.138184
	Iteration 465Q: 3 clusters Score -1.677934e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 297954 members 
Entering Unmasked Estep 
Score: -16779284.000000 Penalty: 1160.138184
	Iteration 466Q: 3 clusters Score -1.677928e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 299488 members 
Entering Unmasked Estep 
Score: -16779542.000000 Penalty: 1160.138184
	Iteration 467Q: 3 clusters Score -1.677954e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 300962 members 
Entering Unmasked Estep 
Score: -16779744.000000 Penalty: 1160.138184
	Iteration 468Q: 3 clusters Score -1.677974e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 302453 members 
Entering Unmasked Estep 
Score: -16779798.000000 Penalty: 1160.138184
	Iteration 469Q: 3 clusters Score -1.67798e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 303934 members 
Entering Unmasked Estep 
Score: -16779936.000000 Penalty: 1160.138184
	Iteration 470Q: 3 clusters Score -1.677994e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 305375 members 
Entering Unmasked Estep 
Score: -16779962.000000 Penalty: 1160.138184
	Iteration 471Q: 3 clusters Score -1.677996e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 306720 members 
Entering Unmasked Estep 
Score: -16780058.000000 Penalty: 1160.138184
	Iteration 472Q: 3 clusters Score -1.678006e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 308040 members 
Entering Unmasked Estep 
Score: -16780140.000000 Penalty: 1160.138184
	Iteration 473Q: 3 clusters Score -1.678014e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 309356 members 
Entering Unmasked Estep 
Score: -16780222.000000 Penalty: 1160.138184
	Iteration 474Q: 3 clusters Score -1.678022e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 310670 members 
Entering Unmasked Estep 
Score: -16780366.000000 Penalty: 1160.138184
	Iteration 475Q: 3 clusters Score -1.678037e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 311992 members 
Entering Unmasked Estep 
Score: -16780338.000000 Penalty: 1160.138184
	Iteration 476Q: 3 clusters Score -1.678034e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 313271 members 
Entering Unmasked Estep 
Score: -16780426.000000 Penalty: 1160.138184
	Iteration 477Q: 3 clusters Score -1.678043e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 314510 members 
Entering Unmasked Estep 
Score: -16780556.000000 Penalty: 1160.138184
	Iteration 478Q: 3 clusters Score -1.678056e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 315787 members 
Entering Unmasked Estep 
Score: -16780630.000000 Penalty: 1160.138184
	Iteration 479Q: 3 clusters Score -1.678063e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 316997 members 
Entering Unmasked Estep 
Score: -16780846.000000 Penalty: 1160.138184
	Iteration 480F: 3 clusters Score -1.678085e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 318184 members 
Entering Unmasked Estep 
Score: -16780968.000000 Penalty: 1160.138184
	Iteration 481Q: 3 clusters Score -1.678097e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 319338 members 
Entering Unmasked Estep 
Score: -16781074.000000 Penalty: 1160.138184
	Iteration 482Q: 3 clusters Score -1.678107e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 320503 members 
Entering Unmasked Estep 
Score: -16781324.000000 Penalty: 1160.138184
	Iteration 483Q: 3 clusters Score -1.678132e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 321633 members 
Entering Unmasked Estep 
Score: -16781414.000000 Penalty: 1160.138184
	Iteration 484Q: 3 clusters Score -1.678141e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 322760 members 
Entering Unmasked Estep 
Score: -16781604.000000 Penalty: 1160.138184
	Iteration 485Q: 3 clusters Score -1.67816e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 323866 members 
Entering Unmasked Estep 
Score: -16781764.000000 Penalty: 1160.138184
	Iteration 486Q: 3 clusters Score -1.678176e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 324927 members 
Entering Unmasked Estep 
Score: -16781898.000000 Penalty: 1160.138184
	Iteration 487Q: 3 clusters Score -1.67819e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 325931 members 
Entering Unmasked Estep 
Score: -16781894.000000 Penalty: 1160.138184
	Iteration 488Q: 3 clusters Score -1.678189e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 326853 members 
Entering Unmasked Estep 
Score: -16781958.000000 Penalty: 1160.138184
	Iteration 489Q: 3 clusters Score -1.678196e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 327702 members 
Entering Unmasked Estep 
Score: -16782024.000000 Penalty: 1160.138184
	Iteration 490Q: 3 clusters Score -1.678202e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 328506 members 
Entering Unmasked Estep 
Score: -16782088.000000 Penalty: 1160.138184
	Iteration 491Q: 3 clusters Score -1.678209e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 329237 members 
Entering Unmasked Estep 
Score: -16782166.000000 Penalty: 1160.138184
	Iteration 492Q: 3 clusters Score -1.678217e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 329954 members 
Entering Unmasked Estep 
Score: -16782170.000000 Penalty: 1160.138184
	Iteration 493Q: 3 clusters Score -1.678217e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 330649 members 
Entering Unmasked Estep 
Score: -16782208.000000 Penalty: 1160.138184
	Iteration 494Q: 3 clusters Score -1.678221e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 331242 members 
Entering Unmasked Estep 
Score: -16782172.000000 Penalty: 1160.138184
	Iteration 495Q: 3 clusters Score -1.678217e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 331773 members 
Entering Unmasked Estep 
Score: -16782098.000000 Penalty: 1160.138184
	Iteration 496Q: 3 clusters Score -1.67821e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 332263 members 
Entering Unmasked Estep 
Score: -16782086.000000 Penalty: 1160.138184
	Iteration 497Q: 3 clusters Score -1.678209e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 332735 members 
Entering Unmasked Estep 
Score: -16782134.000000 Penalty: 1160.138184
	Iteration 498Q: 3 clusters Score -1.678213e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 333170 members 
Entering Unmasked Estep 
Score: -16782110.000000 Penalty: 1160.138184
	Iteration 499Q: 3 clusters Score -1.678211e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 333575 members 
Entering Unmasked Estep 
Score: -16782054.000000 Penalty: 1160.138184
	Iteration 500F: 3 clusters Score -1.678205e+07 nChanged 378
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 89 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 33777 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 13 contains 333953 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 10176 members 
Entering Unmasked Estep 
Score: -25286730.000000 Penalty: 10795.917969
Splitting cluster 20 changes total score from -25278996.000000 to -25286730.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 3 contains 19016 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27910 members 
Mstep: Class 7 contains 89 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 16 contains 78731 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 10176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287778.000000 Penalty: 10795.917969
Iteration 39Q: 19 clusters Score -2.528778e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 18917 members 
Mstep: Class 4 contains 814 members 
Mstep: Class 5 contains 28008 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 110 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 33561 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 13 contains 333778 members 
Mstep: Class 16 contains 78903 members 
Mstep: Class 17 contains 5175 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 10128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288950.000000 Penalty: 10795.917969
Iteration 40F: 19 clusters Score -2.528895e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 18593 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27980 members 
Mstep: Class 6 contains 654 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 33290 members 
Mstep: Class 12 contains 916 members 
Mstep: Class 13 contains 334380 members 
Mstep: Class 16 contains 78986 members 
Mstep: Class 17 contains 5147 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289094.000000 Penalty: 10795.917969
Iteration 41Q: 19 clusters Score -2.528909e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 18369 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27951 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 156 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 33035 members 
Mstep: Class 12 contains 916 members 
Mstep: Class 13 contains 334741 members 
Mstep: Class 16 contains 79125 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 2022 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 9777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289078.000000 Penalty: 10795.917969
Iteration 42Q: 19 clusters Score -2.528908e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27894 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 8693 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 32819 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 335007 members 
Mstep: Class 16 contains 79291 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 20 contains 9661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289046.000000 Penalty: 10795.917969
Iteration 43Q: 19 clusters Score -2.528905e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 18085 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27819 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 13 contains 335185 members 
Mstep: Class 16 contains 79445 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 19 contains 518 members 
Mstep: Class 20 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289028.000000 Penalty: 10795.917969
Iteration 44Q: 19 clusters Score -2.528903e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 17993 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27713 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 8644 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 32420 members 
Mstep: Class 12 contains 921 members 
Mstep: Class 13 contains 335333 members 
Mstep: Class 16 contains 79600 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 516 members 
Mstep: Class 20 contains 9517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289094.000000 Penalty: 10795.917969
Iteration 45Q: 19 clusters Score -2.528909e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 17939 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27643 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8620 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 32238 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 335463 members 
Mstep: Class 16 contains 79743 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 9460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289164.000000 Penalty: 10795.917969
Iteration 46Q: 19 clusters Score -2.528916e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27569 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8596 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 32106 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335551 members 
Mstep: Class 16 contains 79891 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 2129 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289176.000000 Penalty: 10795.917969
Iteration 47Q: 19 clusters Score -2.528918e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27503 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8579 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 31988 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335616 members 
Mstep: Class 16 contains 80043 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289186.000000 Penalty: 10795.917969
Iteration 48Q: 19 clusters Score -2.528919e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 17822 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8564 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 31911 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335645 members 
Mstep: Class 16 contains 80190 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289184.000000 Penalty: 10795.917969
Iteration 49Q: 19 clusters Score -2.528918e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17790 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27408 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8554 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 5638 members 
Mstep: Class 11 contains 31848 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335671 members 
Mstep: Class 16 contains 80306 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289236.000000 Penalty: 10795.917969
Iteration 50Q: 19 clusters Score -2.528924e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 17770 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27375 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 5637 members 
Mstep: Class 11 contains 31796 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335664 members 
Mstep: Class 16 contains 80421 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289214.000000 Penalty: 10795.917969
Iteration 51Q: 19 clusters Score -2.528921e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 17760 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27330 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 31729 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335654 members 
Mstep: Class 16 contains 80545 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289342.000000 Penalty: 10795.917969
Iteration 52Q: 19 clusters Score -2.528934e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 17750 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27270 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 31641 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335695 members 
Mstep: Class 16 contains 80636 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289318.000000 Penalty: 10795.917969
Iteration 53Q: 19 clusters Score -2.528932e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17735 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27202 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8540 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 31584 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335708 members 
Mstep: Class 16 contains 80719 members 
Mstep: Class 17 contains 4955 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289252.000000 Penalty: 10795.917969
Iteration 54Q: 19 clusters Score -2.528925e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17716 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27145 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 612 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 31524 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335730 members 
Mstep: Class 16 contains 80798 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289256.000000 Penalty: 10795.917969
Iteration 55Q: 19 clusters Score -2.528926e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27096 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 31467 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335748 members 
Mstep: Class 16 contains 80866 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289226.000000 Penalty: 10795.917969
Iteration 56Q: 19 clusters Score -2.528923e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17710 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27055 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335760 members 
Mstep: Class 16 contains 80930 members 
Mstep: Class 17 contains 4916 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289268.000000 Penalty: 10795.917969
Iteration 57Q: 19 clusters Score -2.528927e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17703 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27020 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8520 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 5813 members 
Mstep: Class 11 contains 31331 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335789 members 
Mstep: Class 16 contains 80992 members 
Mstep: Class 17 contains 4908 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289220.000000 Penalty: 10795.917969
Iteration 58Q: 19 clusters Score -2.528922e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17679 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 27004 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8512 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 31271 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335804 members 
Mstep: Class 16 contains 81059 members 
Mstep: Class 17 contains 4906 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289242.000000 Penalty: 10795.917969
Iteration 59Q: 19 clusters Score -2.528924e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 17658 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26993 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 689 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 31207 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335832 members 
Mstep: Class 16 contains 81125 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 513 members 
Mstep: Class 20 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289266.000000 Penalty: 10795.917969
Iteration 60F: 19 clusters Score -2.528927e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26965 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 8494 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 31146 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 335856 members 
Mstep: Class 16 contains 81197 members 
Mstep: Class 17 contains 4897 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 512 members 
Mstep: Class 20 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289320.000000 Penalty: 10795.917969
Iteration 61Q: 19 clusters Score -2.528932e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 8489 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 31079 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335878 members 
Mstep: Class 16 contains 81270 members 
Mstep: Class 17 contains 4895 members 
Mstep: Class 18 contains 2196 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289352.000000 Penalty: 10795.917969
Iteration 62Q: 19 clusters Score -2.528935e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 17611 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26927 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 5847 members 
Mstep: Class 11 contains 31025 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335889 members 
Mstep: Class 16 contains 81328 members 
Mstep: Class 17 contains 4894 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289410.000000 Penalty: 10795.917969
Iteration 63Q: 19 clusters Score -2.528941e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 8478 members 
Mstep: Class 9 contains 717 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 30972 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335885 members 
Mstep: Class 16 contains 81399 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289398.000000 Penalty: 10795.917969
Iteration 64Q: 19 clusters Score -2.52894e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26908 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 30927 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335873 members 
Mstep: Class 16 contains 81473 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289432.000000 Penalty: 10795.917969
Iteration 65Q: 19 clusters Score -2.528943e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17566 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26900 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 30860 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335882 members 
Mstep: Class 16 contains 81541 members 
Mstep: Class 17 contains 4888 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289370.000000 Penalty: 10795.917969
Iteration 66Q: 19 clusters Score -2.528937e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26901 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8475 members 
Mstep: Class 9 contains 723 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 30785 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335911 members 
Mstep: Class 16 contains 81595 members 
Mstep: Class 17 contains 4883 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289448.000000 Penalty: 10795.917969
Iteration 67Q: 19 clusters Score -2.528945e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26911 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8477 members 
Mstep: Class 9 contains 725 members 
Mstep: Class 10 contains 5828 members 
Mstep: Class 11 contains 30688 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335954 members 
Mstep: Class 16 contains 81644 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 2252 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289386.000000 Penalty: 10795.917969
Iteration 68Q: 19 clusters Score -2.528939e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17534 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26920 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 5825 members 
Mstep: Class 11 contains 30597 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 335986 members 
Mstep: Class 16 contains 81692 members 
Mstep: Class 17 contains 4860 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289318.000000 Penalty: 10795.917969
Iteration 69Q: 19 clusters Score -2.528932e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17528 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8475 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 30515 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336038 members 
Mstep: Class 16 contains 81733 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289360.000000 Penalty: 10795.917969
Iteration 70Q: 19 clusters Score -2.528936e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17516 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26910 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 30429 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336105 members 
Mstep: Class 16 contains 81769 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289326.000000 Penalty: 10795.917969
Iteration 71Q: 19 clusters Score -2.528933e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26906 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 30376 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336149 members 
Mstep: Class 16 contains 81800 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289282.000000 Penalty: 10795.917969
Iteration 72Q: 19 clusters Score -2.528928e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26920 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8470 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 30310 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336202 members 
Mstep: Class 16 contains 81824 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289320.000000 Penalty: 10795.917969
Iteration 73Q: 19 clusters Score -2.528932e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26932 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 5792 members 
Mstep: Class 11 contains 30262 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336230 members 
Mstep: Class 16 contains 81852 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289276.000000 Penalty: 10795.917969
Iteration 74Q: 19 clusters Score -2.528928e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17411 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8480 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 30205 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336241 members 
Mstep: Class 16 contains 81892 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289266.000000 Penalty: 10795.917969
Iteration 75Q: 19 clusters Score -2.528927e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 17390 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26962 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 30148 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336264 members 
Mstep: Class 16 contains 81927 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289290.000000 Penalty: 10795.917969
Iteration 76Q: 19 clusters Score -2.528929e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 17368 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26985 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8480 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 30087 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336295 members 
Mstep: Class 16 contains 81965 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 2331 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289304.000000 Penalty: 10795.917969
Iteration 77Q: 19 clusters Score -2.52893e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17342 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8479 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 30020 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336313 members 
Mstep: Class 16 contains 82009 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 2338 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289346.000000 Penalty: 10795.917969
Iteration 78Q: 19 clusters Score -2.528935e+07 nChanged 203
Entering ConstructFrom: 
Score: -25289346.000000 Penalty: 10795.917969
Entering ConstructFrom: 
Trying to split cluster 1 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -137068.015625 Penalty: 361.183044
	Iteration 0F: 2 clusters Score -137068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -135132.375000 Penalty: 722.366089
	Iteration 0F: 3 clusters Score -135132.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135764.390625 Penalty: 722.366089
	Iteration 1F: 3 clusters Score -135764.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -135869.500000 Penalty: 722.366089
	Iteration 2F: 3 clusters Score -135869.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -136000.046875 Penalty: 722.366089
	Iteration 3F: 3 clusters Score -136000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -136148.062500 Penalty: 722.366089
	Iteration 4F: 3 clusters Score -136148.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -136289.390625 Penalty: 722.366089
	Iteration 5F: 3 clusters Score -136289.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -136400.796875 Penalty: 722.366089
	Iteration 6F: 3 clusters Score -136400.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136479.156250 Penalty: 722.366089
	Iteration 7F: 3 clusters Score -136479.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136519.078125 Penalty: 722.366089
	Iteration 8Q: 3 clusters Score -136519.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -136540.453125 Penalty: 722.366089
	Iteration 9Q: 3 clusters Score -136540.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -136553.953125 Penalty: 722.366089
	Iteration 10Q: 3 clusters Score -136554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -136564.031250 Penalty: 722.366089
	Iteration 11Q: 3 clusters Score -136564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -136569.031250 Penalty: 722.366089
	Iteration 12Q: 3 clusters Score -136569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136575.656250 Penalty: 722.366089
	Iteration 13Q: 3 clusters Score -136575.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -136584.468750 Penalty: 722.366089
	Iteration 14Q: 3 clusters Score -136584.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136591.500000 Penalty: 722.366089
	Iteration 15Q: 3 clusters Score -136591.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -136598.140625 Penalty: 722.366089
	Iteration 16Q: 3 clusters Score -136598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136606.859375 Penalty: 722.366089
	Iteration 17Q: 3 clusters Score -136606.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136615.484375 Penalty: 722.366089
	Iteration 18Q: 3 clusters Score -136615.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -136622.296875 Penalty: 722.366089
	Iteration 19Q: 3 clusters Score -136622.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136629.734375 Penalty: 722.366089
	Iteration 20F: 3 clusters Score -136629.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -136636.453125 Penalty: 722.366089
	Iteration 21Q: 3 clusters Score -136636.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136642.218750 Penalty: 722.366089
	Iteration 22Q: 3 clusters Score -136642.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136646.640625 Penalty: 722.366089
	Iteration 23Q: 3 clusters Score -136646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136650.578125 Penalty: 722.366089
	Iteration 24Q: 3 clusters Score -136650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136655.296875 Penalty: 722.366089
	Iteration 25Q: 3 clusters Score -136655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136656.859375 Penalty: 722.366089
	Iteration 26Q: 3 clusters Score -136656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136658.296875 Penalty: 722.366089
	Iteration 27Q: 3 clusters Score -136658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136660.687500 Penalty: 722.366089
	Iteration 28Q: 3 clusters Score -136660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136662.468750 Penalty: 722.366089
	Iteration 29Q: 3 clusters Score -136662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136664.250000 Penalty: 722.366089
	Iteration 30Q: 3 clusters Score -136664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136666.984375 Penalty: 722.366089
	Iteration 31Q: 3 clusters Score -136667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136671.437500 Penalty: 722.366089
	Iteration 32Q: 3 clusters Score -136671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136675.984375 Penalty: 722.366089
	Iteration 33Q: 3 clusters Score -136676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -136681.203125 Penalty: 722.366089
	Iteration 34Q: 3 clusters Score -136681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136684.312500 Penalty: 722.366089
	Iteration 35Q: 3 clusters Score -136684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136686.125000 Penalty: 722.366089
	Iteration 36Q: 3 clusters Score -136686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -136687.531250 Penalty: 722.366089
	Iteration 37Q: 3 clusters Score -136687.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136690.468750 Penalty: 722.366089
	Iteration 38Q: 3 clusters Score -136690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136691.953125 Penalty: 722.366089
	Iteration 39Q: 3 clusters Score -136692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136692.984375 Penalty: 722.366089
	Iteration 40F: 3 clusters Score -136693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136694.437500 Penalty: 722.366089
	Iteration 41Q: 3 clusters Score -136694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136696.156250 Penalty: 722.366089
	Iteration 42Q: 3 clusters Score -136696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136698.359375 Penalty: 722.366089
	Iteration 43Q: 3 clusters Score -136698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -136701.406250 Penalty: 722.366089
	Iteration 44Q: 3 clusters Score -136701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -136704.140625 Penalty: 722.366089
	Iteration 45Q: 3 clusters Score -136704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136707.531250 Penalty: 722.366089
	Iteration 46Q: 3 clusters Score -136707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -136712.078125 Penalty: 722.366089
	Iteration 47Q: 3 clusters Score -136712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -136715.718750 Penalty: 722.366089
	Iteration 48Q: 3 clusters Score -136715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -136720.343750 Penalty: 722.366089
	Iteration 49Q: 3 clusters Score -136720.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -136724.343750 Penalty: 722.366089
	Iteration 50Q: 3 clusters Score -136724.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -136729.937500 Penalty: 722.366089
	Iteration 51Q: 3 clusters Score -136729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136736.937500 Penalty: 722.366089
	Iteration 52Q: 3 clusters Score -136736.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -136744.843750 Penalty: 722.366089
	Iteration 53Q: 3 clusters Score -136744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -136748.375000 Penalty: 722.366089
	Iteration 54Q: 3 clusters Score -136748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -136753.062500 Penalty: 722.366089
	Iteration 55Q: 3 clusters Score -136753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -136757.812500 Penalty: 722.366089
	Iteration 56Q: 3 clusters Score -136757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -136761.906250 Penalty: 722.366089
	Iteration 57Q: 3 clusters Score -136761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -136766.546875 Penalty: 722.366089
	Iteration 58Q: 3 clusters Score -136766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -136768.671875 Penalty: 722.366089
	Iteration 59Q: 3 clusters Score -136768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -136772.890625 Penalty: 722.366089
	Iteration 60F: 3 clusters Score -136772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -136777.953125 Penalty: 722.366089
	Iteration 61Q: 3 clusters Score -136778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -136782.625000 Penalty: 722.366089
	Iteration 62Q: 3 clusters Score -136782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -136789.171875 Penalty: 722.366089
	Iteration 63Q: 3 clusters Score -136789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -136796.000000 Penalty: 722.366089
	Iteration 64Q: 3 clusters Score -136796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -136801.437500 Penalty: 722.366089
	Iteration 65Q: 3 clusters Score -136801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -136805.531250 Penalty: 722.366089
	Iteration 66Q: 3 clusters Score -136805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -136809.421875 Penalty: 722.366089
	Iteration 67Q: 3 clusters Score -136809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -136811.250000 Penalty: 722.366089
	Iteration 68Q: 3 clusters Score -136811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -136812.390625 Penalty: 722.366089
	Iteration 69Q: 3 clusters Score -136812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -136813.906250 Penalty: 722.366089
	Iteration 70Q: 3 clusters Score -136813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -136816.484375 Penalty: 722.366089
	Iteration 71Q: 3 clusters Score -136816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -136819.781250 Penalty: 722.366089
	Iteration 72Q: 3 clusters Score -136819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -136821.312500 Penalty: 722.366089
	Iteration 73Q: 3 clusters Score -136821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -136822.625000 Penalty: 722.366089
	Iteration 74Q: 3 clusters Score -136822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -136822.625000 Penalty: 722.366089
	Iteration 75F: 3 clusters Score -136822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -29523.931641 Penalty: 293.568207
	Iteration 0F: 2 clusters Score -29523.93 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 308 members 
Entering Unmasked Estep 
Score: -28932.279297 Penalty: 587.136414
	Iteration 0F: 3 clusters Score -28932.28 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29071.244141 Penalty: 587.136414
	Iteration 1F: 3 clusters Score -29071.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29112.361328 Penalty: 587.136414
	Iteration 2F: 3 clusters Score -29112.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29135.052734 Penalty: 587.136414
	Iteration 3F: 3 clusters Score -29135.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29153.638672 Penalty: 587.136414
	Iteration 4Q: 3 clusters Score -29153.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29170.085938 Penalty: 587.136414
	Iteration 5Q: 3 clusters Score -29170.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29183.734375 Penalty: 587.136414
	Iteration 6Q: 3 clusters Score -29183.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29194.861328 Penalty: 587.136414
	Iteration 7Q: 3 clusters Score -29194.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29200.783203 Penalty: 587.136414
	Iteration 8Q: 3 clusters Score -29200.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29205.089844 Penalty: 587.136414
	Iteration 9Q: 3 clusters Score -29205.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29210.378906 Penalty: 587.136414
	Iteration 10Q: 3 clusters Score -29210.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29215.437500 Penalty: 587.136414
	Iteration 11Q: 3 clusters Score -29215.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29226.859375 Penalty: 587.136414
	Iteration 12Q: 3 clusters Score -29226.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29242.978516 Penalty: 587.136414
	Iteration 13Q: 3 clusters Score -29242.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29251.867188 Penalty: 587.136414
	Iteration 14Q: 3 clusters Score -29251.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29254.216797 Penalty: 587.136414
	Iteration 15Q: 3 clusters Score -29254.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29254.822266 Penalty: 587.136414
	Iteration 16Q: 3 clusters Score -29254.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29255.207031 Penalty: 587.136414
	Iteration 17Q: 3 clusters Score -29255.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29255.207031 Penalty: 587.136414
	Iteration 18F: 3 clusters Score -29255.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Entering Unmasked Estep 
Score: -836888.875000 Penalty: 444.070465
	Iteration 0F: 2 clusters Score -836888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -825428.750000 Penalty: 888.140930
	Iteration 0F: 3 clusters Score -825428.8 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -830211.875000 Penalty: 888.140930
	Iteration 1F: 3 clusters Score -830211.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -830452.250000 Penalty: 888.140930
	Iteration 2Q: 3 clusters Score -830452.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -830674.937500 Penalty: 888.140930
	Iteration 3Q: 3 clusters Score -830674.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -830942.250000 Penalty: 888.140930
	Iteration 4Q: 3 clusters Score -830942.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -831268.500000 Penalty: 888.140930
	Iteration 5Q: 3 clusters Score -831268.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -831708.125000 Penalty: 888.140930
	Iteration 6Q: 3 clusters Score -831708.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -832320.625000 Penalty: 888.140930
	Iteration 7F: 3 clusters Score -832320.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -833022.000000 Penalty: 888.140930
	Iteration 8F: 3 clusters Score -833022 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -833621.062500 Penalty: 888.140930
	Iteration 9F: 3 clusters Score -833621.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -833890.312500 Penalty: 888.140930
	Iteration 10Q: 3 clusters Score -833890.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -834024.375000 Penalty: 888.140930
	Iteration 11Q: 3 clusters Score -834024.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -834127.437500 Penalty: 888.140930
	Iteration 12Q: 3 clusters Score -834127.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -834230.625000 Penalty: 888.140930
	Iteration 13Q: 3 clusters Score -834230.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -834332.812500 Penalty: 888.140930
	Iteration 14Q: 3 clusters Score -834332.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -834430.437500 Penalty: 888.140930
	Iteration 15Q: 3 clusters Score -834430.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -834511.500000 Penalty: 888.140930
	Iteration 16Q: 3 clusters Score -834511.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -834589.687500 Penalty: 888.140930
	Iteration 17Q: 3 clusters Score -834589.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -834647.000000 Penalty: 888.140930
	Iteration 18Q: 3 clusters Score -834647 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -834689.937500 Penalty: 888.140930
	Iteration 19Q: 3 clusters Score -834689.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -834715.875000 Penalty: 888.140930
	Iteration 20F: 3 clusters Score -834715.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -834738.062500 Penalty: 888.140930
	Iteration 21Q: 3 clusters Score -834738.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -834752.125000 Penalty: 888.140930
	Iteration 22Q: 3 clusters Score -834752.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -834758.562500 Penalty: 888.140930
	Iteration 23Q: 3 clusters Score -834758.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -834766.562500 Penalty: 888.140930
	Iteration 24Q: 3 clusters Score -834766.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -834771.937500 Penalty: 888.140930
	Iteration 25Q: 3 clusters Score -834771.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -834778.312500 Penalty: 888.140930
	Iteration 26Q: 3 clusters Score -834778.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -834779.562500 Penalty: 888.140930
	Iteration 27Q: 3 clusters Score -834779.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -834782.125000 Penalty: 888.140930
	Iteration 28Q: 3 clusters Score -834782.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -834786.750000 Penalty: 888.140930
	Iteration 29Q: 3 clusters Score -834786.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -834788.187500 Penalty: 888.140930
	Iteration 30Q: 3 clusters Score -834788.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -834787.812500 Penalty: 888.140930
	Iteration 31Q: 3 clusters Score -834787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -834788.062500 Penalty: 888.140930
	Iteration 32Q: 3 clusters Score -834788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -834792.750000 Penalty: 888.140930
	Iteration 33Q: 3 clusters Score -834792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -834793.375000 Penalty: 888.140930
	Iteration 34Q: 3 clusters Score -834793.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -834793.000000 Penalty: 888.140930
	Iteration 35Q: 3 clusters Score -834793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -834795.250000 Penalty: 888.140930
	Iteration 36Q: 3 clusters Score -834795.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -834796.187500 Penalty: 888.140930
	Iteration 37Q: 3 clusters Score -834796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -834796.187500 Penalty: 888.140930
	Iteration 38Q: 3 clusters Score -834796.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -834797.812500 Penalty: 888.140930
	Iteration 39Q: 3 clusters Score -834797.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -834801.000000 Penalty: 888.140930
	Iteration 40F: 3 clusters Score -834801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -834801.750000 Penalty: 888.140930
	Iteration 41Q: 3 clusters Score -834801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -834799.375000 Penalty: 888.140930
	Iteration 42Q: 3 clusters Score -834799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -834800.000000 Penalty: 888.140930
	Iteration 43Q: 3 clusters Score -834800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -834801.625000 Penalty: 888.140930
	Iteration 44Q: 3 clusters Score -834801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -834802.250000 Penalty: 888.140930
	Iteration 45Q: 3 clusters Score -834802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -834803.687500 Penalty: 888.140930
	Iteration 46Q: 3 clusters Score -834803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -834803.937500 Penalty: 888.140930
	Iteration 47Q: 3 clusters Score -834803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -834805.687500 Penalty: 888.140930
	Iteration 48Q: 3 clusters Score -834805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -834804.312500 Penalty: 888.140930
	Iteration 49Q: 3 clusters Score -834804.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -834804.250000 Penalty: 888.140930
	Iteration 50Q: 3 clusters Score -834804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -834804.500000 Penalty: 888.140930
	Iteration 51Q: 3 clusters Score -834804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -834805.125000 Penalty: 888.140930
	Iteration 52Q: 3 clusters Score -834805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -834804.937500 Penalty: 888.140930
	Iteration 53Q: 3 clusters Score -834804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -834804.062500 Penalty: 888.140930
	Iteration 54Q: 3 clusters Score -834804.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -834807.500000 Penalty: 888.140930
	Iteration 55Q: 3 clusters Score -834807.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -834803.812500 Penalty: 888.140930
	Iteration 56Q: 3 clusters Score -834803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -834803.062500 Penalty: 888.140930
	Iteration 57Q: 3 clusters Score -834803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -834804.250000 Penalty: 888.140930
	Iteration 58Q: 3 clusters Score -834804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -834805.875000 Penalty: 888.140930
	Iteration 59Q: 3 clusters Score -834805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -834805.500000 Penalty: 888.140930
	Iteration 60F: 3 clusters Score -834805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -834804.625000 Penalty: 888.140930
	Iteration 61Q: 3 clusters Score -834804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -834802.812500 Penalty: 888.140930
	Iteration 62Q: 3 clusters Score -834802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -834802.812500 Penalty: 888.140930
	Iteration 63Q: 3 clusters Score -834802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -834804.125000 Penalty: 888.140930
	Iteration 64Q: 3 clusters Score -834804.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -834804.125000 Penalty: 888.140930
	Iteration 65Q: 3 clusters Score -834804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -834803.750000 Penalty: 888.140930
	Iteration 66Q: 3 clusters Score -834803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -834804.687500 Penalty: 888.140930
	Iteration 67Q: 3 clusters Score -834804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -834803.437500 Penalty: 888.140930
	Iteration 68Q: 3 clusters Score -834803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -834803.437500 Penalty: 888.140930
	Iteration 69F: 3 clusters Score -834803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -37124.464844 Penalty: 304.771179
	Iteration 0F: 2 clusters Score -37124.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36435.019531 Penalty: 609.542358
	Iteration 0F: 3 clusters Score -36435.02 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36631.164062 Penalty: 609.542358
	Iteration 1F: 3 clusters Score -36631.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36657.140625 Penalty: 609.542358
	Iteration 2F: 3 clusters Score -36657.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36678.914062 Penalty: 609.542358
	Iteration 3Q: 3 clusters Score -36678.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36693.757812 Penalty: 609.542358
	Iteration 4Q: 3 clusters Score -36693.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36713.761719 Penalty: 609.542358
	Iteration 5Q: 3 clusters Score -36713.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36728.953125 Penalty: 609.542358
	Iteration 6Q: 3 clusters Score -36728.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36747.156250 Penalty: 609.542358
	Iteration 7Q: 3 clusters Score -36747.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36762.011719 Penalty: 609.542358
	Iteration 8Q: 3 clusters Score -36762.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36780.234375 Penalty: 609.542358
	Iteration 9Q: 3 clusters Score -36780.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36800.429688 Penalty: 609.542358
	Iteration 10Q: 3 clusters Score -36800.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36822.855469 Penalty: 609.542358
	Iteration 11Q: 3 clusters Score -36822.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36848.609375 Penalty: 609.542358
	Iteration 12Q: 3 clusters Score -36848.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36873.855469 Penalty: 609.542358
	Iteration 13Q: 3 clusters Score -36873.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36890.257812 Penalty: 609.542358
	Iteration 14Q: 3 clusters Score -36890.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36908.699219 Penalty: 609.542358
	Iteration 15Q: 3 clusters Score -36908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36924.554688 Penalty: 609.542358
	Iteration 16Q: 3 clusters Score -36924.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36956.355469 Penalty: 609.542358
	Iteration 17Q: 3 clusters Score -36956.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37025.582031 Penalty: 609.542358
	Iteration 18Q: 3 clusters Score -37025.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37115.089844 Penalty: 609.542358
	Iteration 19F: 3 clusters Score -37115.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37206.273438 Penalty: 609.542358
	Iteration 20F: 3 clusters Score -37206.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37308.191406 Penalty: 609.542358
	Iteration 21Q: 3 clusters Score -37308.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -37348.710938 Penalty: 609.542358
	Iteration 22Q: 3 clusters Score -37348.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37360.125000 Penalty: 609.542358
	Iteration 23Q: 3 clusters Score -37360.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37365.093750 Penalty: 609.542358
	Iteration 24Q: 3 clusters Score -37365.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37368.433594 Penalty: 609.542358
	Iteration 25Q: 3 clusters Score -37368.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37370.117188 Penalty: 609.542358
	Iteration 26Q: 3 clusters Score -37370.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37370.117188 Penalty: 609.542358
	Iteration 27F: 3 clusters Score -37370.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 333 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336321 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
Score: -25289246.000000 Penalty: 11395.691406
Splitting cluster 4 changes total score from -25289346.000000 to -25289246.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (27023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Entering Unmasked Estep 
Score: -1253732.625000 Penalty: 464.302185
	Iteration 0F: 2 clusters Score -1253733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1235687.500000 Penalty: 928.604370
	Iteration 0F: 3 clusters Score -1235688 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1243196.750000 Penalty: 928.604370
	Iteration 1F: 3 clusters Score -1243197 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1243696.750000 Penalty: 928.604370
	Iteration 2Q: 3 clusters Score -1243697 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1244327.625000 Penalty: 928.604370
	Iteration 3Q: 3 clusters Score -1244328 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1244958.125000 Penalty: 928.604370
	Iteration 4F: 3 clusters Score -1244958 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1245599.875000 Penalty: 928.604370
	Iteration 5F: 3 clusters Score -1245600 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1246135.250000 Penalty: 928.604370
	Iteration 6Q: 3 clusters Score -1246135 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1246577.875000 Penalty: 928.604370
	Iteration 7Q: 3 clusters Score -1246578 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1246904.000000 Penalty: 928.604370
	Iteration 8Q: 3 clusters Score -1246904 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1247152.250000 Penalty: 928.604370
	Iteration 9Q: 3 clusters Score -1247152 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1247334.125000 Penalty: 928.604370
	Iteration 10Q: 3 clusters Score -1247334 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1247503.125000 Penalty: 928.604370
	Iteration 11Q: 3 clusters Score -1247503 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1247704.000000 Penalty: 928.604370
	Iteration 12Q: 3 clusters Score -1247704 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1247954.125000 Penalty: 928.604370
	Iteration 13Q: 3 clusters Score -1247954 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1248313.000000 Penalty: 928.604370
	Iteration 14Q: 3 clusters Score -1248313 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1248802.625000 Penalty: 928.604370
	Iteration 15Q: 3 clusters Score -1248803 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1249283.000000 Penalty: 928.604370
	Iteration 16Q: 3 clusters Score -1249283 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1249613.500000 Penalty: 928.604370
	Iteration 17Q: 3 clusters Score -1249614 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1249730.875000 Penalty: 928.604370
	Iteration 18Q: 3 clusters Score -1249731 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1249786.750000 Penalty: 928.604370
	Iteration 19Q: 3 clusters Score -1249787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1249815.625000 Penalty: 928.604370
	Iteration 20F: 3 clusters Score -1249816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1249843.000000 Penalty: 928.604370
	Iteration 21Q: 3 clusters Score -1249843 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1249865.375000 Penalty: 928.604370
	Iteration 22Q: 3 clusters Score -1249865 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1249901.875000 Penalty: 928.604370
	Iteration 23Q: 3 clusters Score -1249902 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1249928.750000 Penalty: 928.604370
	Iteration 24Q: 3 clusters Score -1249929 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1249970.250000 Penalty: 928.604370
	Iteration 25Q: 3 clusters Score -1249970 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1250019.750000 Penalty: 928.604370
	Iteration 26Q: 3 clusters Score -1250020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1250082.500000 Penalty: 928.604370
	Iteration 27Q: 3 clusters Score -1250082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1250144.875000 Penalty: 928.604370
	Iteration 28Q: 3 clusters Score -1250145 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1250228.125000 Penalty: 928.604370
	Iteration 29Q: 3 clusters Score -1250228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1250310.000000 Penalty: 928.604370
	Iteration 30Q: 3 clusters Score -1250310 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1250410.500000 Penalty: 928.604370
	Iteration 31Q: 3 clusters Score -1250410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1250522.500000 Penalty: 928.604370
	Iteration 32Q: 3 clusters Score -1250522 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1250618.250000 Penalty: 928.604370
	Iteration 33Q: 3 clusters Score -1250618 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1250728.500000 Penalty: 928.604370
	Iteration 34Q: 3 clusters Score -1250728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1250869.625000 Penalty: 928.604370
	Iteration 35Q: 3 clusters Score -1250870 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1251019.625000 Penalty: 928.604370
	Iteration 36Q: 3 clusters Score -1251020 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1251195.125000 Penalty: 928.604370
	Iteration 37Q: 3 clusters Score -1251195 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1251407.125000 Penalty: 928.604370
	Iteration 38Q: 3 clusters Score -1251407 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1251628.250000 Penalty: 928.604370
	Iteration 39Q: 3 clusters Score -1251628 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1251845.250000 Penalty: 928.604370
	Iteration 40F: 3 clusters Score -1251845 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1252054.500000 Penalty: 928.604370
	Iteration 41Q: 3 clusters Score -1252054 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1252211.625000 Penalty: 928.604370
	Iteration 42Q: 3 clusters Score -1252212 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1252377.500000 Penalty: 928.604370
	Iteration 43Q: 3 clusters Score -1252378 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1252560.375000 Penalty: 928.604370
	Iteration 44Q: 3 clusters Score -1252560 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1252740.375000 Penalty: 928.604370
	Iteration 45Q: 3 clusters Score -1252740 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1252927.000000 Penalty: 928.604370
	Iteration 46Q: 3 clusters Score -1252927 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1253064.125000 Penalty: 928.604370
	Iteration 47Q: 3 clusters Score -1253064 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1253164.250000 Penalty: 928.604370
	Iteration 48Q: 3 clusters Score -1253164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1253249.750000 Penalty: 928.604370
	Iteration 49Q: 3 clusters Score -1253250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1253309.500000 Penalty: 928.604370
	Iteration 50Q: 3 clusters Score -1253310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1253360.625000 Penalty: 928.604370
	Iteration 51Q: 3 clusters Score -1253361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1253397.875000 Penalty: 928.604370
	Iteration 52Q: 3 clusters Score -1253398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1253432.875000 Penalty: 928.604370
	Iteration 53Q: 3 clusters Score -1253433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1253450.000000 Penalty: 928.604370
	Iteration 54Q: 3 clusters Score -1253450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1253462.375000 Penalty: 928.604370
	Iteration 55Q: 3 clusters Score -1253462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1253476.625000 Penalty: 928.604370
	Iteration 56Q: 3 clusters Score -1253477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1253483.250000 Penalty: 928.604370
	Iteration 57Q: 3 clusters Score -1253483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1253494.750000 Penalty: 928.604370
	Iteration 58Q: 3 clusters Score -1253495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1253500.125000 Penalty: 928.604370
	Iteration 59Q: 3 clusters Score -1253500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1253502.000000 Penalty: 928.604370
	Iteration 60F: 3 clusters Score -1253502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1253504.625000 Penalty: 928.604370
	Iteration 61Q: 3 clusters Score -1253505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1253506.250000 Penalty: 928.604370
	Iteration 62Q: 3 clusters Score -1253506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1253511.000000 Penalty: 928.604370
	Iteration 63Q: 3 clusters Score -1253511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1253514.875000 Penalty: 928.604370
	Iteration 64Q: 3 clusters Score -1253515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1253515.000000 Penalty: 928.604370
	Iteration 65Q: 3 clusters Score -1253515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1253517.125000 Penalty: 928.604370
	Iteration 66Q: 3 clusters Score -1253517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1253520.125000 Penalty: 928.604370
	Iteration 67Q: 3 clusters Score -1253520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1253522.875000 Penalty: 928.604370
	Iteration 68Q: 3 clusters Score -1253523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1253524.625000 Penalty: 928.604370
	Iteration 69Q: 3 clusters Score -1253525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1253526.625000 Penalty: 928.604370
	Iteration 70Q: 3 clusters Score -1253527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1253527.000000 Penalty: 928.604370
	Iteration 71Q: 3 clusters Score -1253527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1253527.375000 Penalty: 928.604370
	Iteration 72Q: 3 clusters Score -1253527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1253526.500000 Penalty: 928.604370
	Iteration 73Q: 3 clusters Score -1253526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1253529.750000 Penalty: 928.604370
	Iteration 74Q: 3 clusters Score -1253530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1253530.625000 Penalty: 928.604370
	Iteration 75Q: 3 clusters Score -1253531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1253530.625000 Penalty: 928.604370
	Iteration 76Q: 3 clusters Score -1253531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1253532.750000 Penalty: 928.604370
	Iteration 77Q: 3 clusters Score -1253533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1253533.375000 Penalty: 928.604370
	Iteration 78Q: 3 clusters Score -1253533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1253533.125000 Penalty: 928.604370
	Iteration 79Q: 3 clusters Score -1253533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1253531.875000 Penalty: 928.604370
	Iteration 80F: 3 clusters Score -1253532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1253534.500000 Penalty: 928.604370
	Iteration 81Q: 3 clusters Score -1253534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1253534.500000 Penalty: 928.604370
	Iteration 82Q: 3 clusters Score -1253534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1253534.250000 Penalty: 928.604370
	Iteration 83Q: 3 clusters Score -1253534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1253533.000000 Penalty: 928.604370
	Iteration 84Q: 3 clusters Score -1253533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1253533.125000 Penalty: 928.604370
	Iteration 85Q: 3 clusters Score -1253533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1253534.125000 Penalty: 928.604370
	Iteration 86Q: 3 clusters Score -1253534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1253533.625000 Penalty: 928.604370
	Iteration 87Q: 3 clusters Score -1253534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1253534.875000 Penalty: 928.604370
	Iteration 88Q: 3 clusters Score -1253535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1253537.750000 Penalty: 928.604370
	Iteration 89Q: 3 clusters Score -1253538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1253539.125000 Penalty: 928.604370
	Iteration 90Q: 3 clusters Score -1253539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1253539.375000 Penalty: 928.604370
	Iteration 91Q: 3 clusters Score -1253539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1253541.375000 Penalty: 928.604370
	Iteration 92Q: 3 clusters Score -1253541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1253543.375000 Penalty: 928.604370
	Iteration 93Q: 3 clusters Score -1253543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1253545.875000 Penalty: 928.604370
	Iteration 94Q: 3 clusters Score -1253546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1253545.750000 Penalty: 928.604370
	Iteration 95Q: 3 clusters Score -1253546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1253545.875000 Penalty: 928.604370
	Iteration 96Q: 3 clusters Score -1253546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1253547.375000 Penalty: 928.604370
	Iteration 97Q: 3 clusters Score -1253547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1253549.000000 Penalty: 928.604370
	Iteration 98Q: 3 clusters Score -1253549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1253550.875000 Penalty: 928.604370
	Iteration 99Q: 3 clusters Score -1253551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1253555.125000 Penalty: 928.604370
	Iteration 100F: 3 clusters Score -1253555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1253555.625000 Penalty: 928.604370
	Iteration 101Q: 3 clusters Score -1253556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1253554.625000 Penalty: 928.604370
	Iteration 102Q: 3 clusters Score -1253555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1253557.375000 Penalty: 928.604370
	Iteration 103Q: 3 clusters Score -1253557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1253559.875000 Penalty: 928.604370
	Iteration 104Q: 3 clusters Score -1253560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1253561.875000 Penalty: 928.604370
	Iteration 105Q: 3 clusters Score -1253562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1253564.375000 Penalty: 928.604370
	Iteration 106Q: 3 clusters Score -1253564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1253564.875000 Penalty: 928.604370
	Iteration 107Q: 3 clusters Score -1253565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1253564.250000 Penalty: 928.604370
	Iteration 108Q: 3 clusters Score -1253564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1253564.375000 Penalty: 928.604370
	Iteration 109Q: 3 clusters Score -1253564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1253564.375000 Penalty: 928.604370
	Iteration 110F: 3 clusters Score -1253564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -28777.558594 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -28777.56 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 337 members 
Entering Unmasked Estep 
Score: -28203.648438 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -28203.65 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28431.968750 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -28431.97 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -28658.984375 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -28658.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28877.042969 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -28877.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29000.150391 Penalty: 590.101807
	Iteration 4F: 3 clusters Score -29000.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29022.908203 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -29022.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -29032.847656 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -29032.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29043.248047 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -29043.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29045.695312 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -29045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -29050.089844 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -29050.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -29060.363281 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -29060.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29085.289062 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -29085.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29090.029297 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -29090.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29093.189453 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -29093.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29093.978516 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -29093.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -29094.548828 Penalty: 590.101807
	Iteration 15Q: 3 clusters Score -29094.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -29095.015625 Penalty: 590.101807
	Iteration 16Q: 3 clusters Score -29095.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29095.285156 Penalty: 590.101807
	Iteration 17Q: 3 clusters Score -29095.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29095.285156 Penalty: 590.101807
	Iteration 18F: 3 clusters Score -29095.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 212 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 336321 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
Score: -25289322.000000 Penalty: 11395.691406
Splitting cluster 6 changes total score from -25289346.000000 to -25289322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6989.255859 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6989.256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6720.275391 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6720.275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6787.437012 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6787.437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6804.567871 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6804.568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6809.330078 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6809.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6817.686035 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6817.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6826.496094 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6826.496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6830.360352 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6830.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6832.637695 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -6832.638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6832.637695 Penalty: 467.357666
	Iteration 8F: 3 clusters Score -6832.638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Entering Unmasked Estep 
Score: -436171.000000 Penalty: 411.579437
	Iteration 0F: 2 clusters Score -436171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -430454.250000 Penalty: 823.158875
	Iteration 0F: 3 clusters Score -430454.2 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -432782.093750 Penalty: 823.158875
	Iteration 1F: 3 clusters Score -432782.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -433038.531250 Penalty: 823.158875
	Iteration 2F: 3 clusters Score -433038.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -433434.156250 Penalty: 823.158875
	Iteration 3F: 3 clusters Score -433434.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -434068.906250 Penalty: 823.158875
	Iteration 4F: 3 clusters Score -434068.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -434853.937500 Penalty: 823.158875
	Iteration 5F: 3 clusters Score -434853.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -435401.312500 Penalty: 823.158875
	Iteration 6F: 3 clusters Score -435401.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -435673.218750 Penalty: 823.158875
	Iteration 7Q: 3 clusters Score -435673.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -435764.500000 Penalty: 823.158875
	Iteration 8Q: 3 clusters Score -435764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -435797.218750 Penalty: 823.158875
	Iteration 9Q: 3 clusters Score -435797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -435816.562500 Penalty: 823.158875
	Iteration 10Q: 3 clusters Score -435816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -435820.937500 Penalty: 823.158875
	Iteration 11Q: 3 clusters Score -435820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -435820.937500 Penalty: 823.158875
	Iteration 12F: 3 clusters Score -435820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -35981.804688 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -35981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35290.328125 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -35290.33 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35455.730469 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -35455.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35492.355469 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -35492.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35518.324219 Penalty: 608.185852
	Iteration 3Q: 3 clusters Score -35518.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35537.382812 Penalty: 608.185852
	Iteration 4Q: 3 clusters Score -35537.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35554.523438 Penalty: 608.185852
	Iteration 5Q: 3 clusters Score -35554.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35569.753906 Penalty: 608.185852
	Iteration 6Q: 3 clusters Score -35569.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35587.925781 Penalty: 608.185852
	Iteration 7Q: 3 clusters Score -35587.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35612.335938 Penalty: 608.185852
	Iteration 8Q: 3 clusters Score -35612.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35647.917969 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -35647.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35665.378906 Penalty: 608.185852
	Iteration 10Q: 3 clusters Score -35665.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35677.308594 Penalty: 608.185852
	Iteration 11Q: 3 clusters Score -35677.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35684.199219 Penalty: 608.185852
	Iteration 12Q: 3 clusters Score -35684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35695.132812 Penalty: 608.185852
	Iteration 13Q: 3 clusters Score -35695.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35707.500000 Penalty: 608.185852
	Iteration 14Q: 3 clusters Score -35707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35711.058594 Penalty: 608.185852
	Iteration 15Q: 3 clusters Score -35711.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35713.402344 Penalty: 608.185852
	Iteration 16Q: 3 clusters Score -35713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35714.597656 Penalty: 608.185852
	Iteration 17Q: 3 clusters Score -35714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35715.921875 Penalty: 608.185852
	Iteration 18Q: 3 clusters Score -35715.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35716.132812 Penalty: 608.185852
	Iteration 19Q: 3 clusters Score -35716.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35716.132812 Penalty: 608.185852
	Iteration 20F: 3 clusters Score -35716.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -284978.281250 Penalty: 393.962616
	Iteration 0F: 2 clusters Score -284978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -281099.468750 Penalty: 787.925232
	Iteration 0F: 3 clusters Score -281099.5 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -282517.687500 Penalty: 787.925232
	Iteration 1F: 3 clusters Score -282517.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -282670.562500 Penalty: 787.925232
	Iteration 2F: 3 clusters Score -282670.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -282838.468750 Penalty: 787.925232
	Iteration 3F: 3 clusters Score -282838.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -283040.125000 Penalty: 787.925232
	Iteration 4F: 3 clusters Score -283040.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283329.750000 Penalty: 787.925232
	Iteration 5F: 3 clusters Score -283329.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -283673.093750 Penalty: 787.925232
	Iteration 6F: 3 clusters Score -283673.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -284033.656250 Penalty: 787.925232
	Iteration 7F: 3 clusters Score -284033.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -284298.468750 Penalty: 787.925232
	Iteration 8Q: 3 clusters Score -284298.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -284463.843750 Penalty: 787.925232
	Iteration 9Q: 3 clusters Score -284463.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -284544.031250 Penalty: 787.925232
	Iteration 10Q: 3 clusters Score -284544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -284576.156250 Penalty: 787.925232
	Iteration 11Q: 3 clusters Score -284576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -284598.312500 Penalty: 787.925232
	Iteration 12Q: 3 clusters Score -284598.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -284616.250000 Penalty: 787.925232
	Iteration 13Q: 3 clusters Score -284616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -284629.843750 Penalty: 787.925232
	Iteration 14Q: 3 clusters Score -284629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -284634.593750 Penalty: 787.925232
	Iteration 15Q: 3 clusters Score -284634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -284636.531250 Penalty: 787.925232
	Iteration 16Q: 3 clusters Score -284636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -284637.593750 Penalty: 787.925232
	Iteration 17Q: 3 clusters Score -284637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -284637.500000 Penalty: 787.925232
	Iteration 18Q: 3 clusters Score -284637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -284637.500000 Penalty: 787.925232
	Iteration 19F: 3 clusters Score -284637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Entering Unmasked Estep 
Score: -1483765.875000 Penalty: 468.999664
	Iteration 0F: 2 clusters Score -1483766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1463760.750000 Penalty: 937.999329
	Iteration 0F: 3 clusters Score -1463761 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1471937.500000 Penalty: 937.999329
	Iteration 1F: 3 clusters Score -1471938 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1472176.500000 Penalty: 937.999329
	Iteration 2Q: 3 clusters Score -1472176 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1472512.375000 Penalty: 937.999329
	Iteration 3Q: 3 clusters Score -1472512 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1473016.875000 Penalty: 937.999329
	Iteration 4Q: 3 clusters Score -1473017 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1473819.625000 Penalty: 937.999329
	Iteration 5Q: 3 clusters Score -1473820 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1475111.500000 Penalty: 937.999329
	Iteration 6F: 3 clusters Score -1475112 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1476832.875000 Penalty: 937.999329
	Iteration 7F: 3 clusters Score -1476833 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1478212.125000 Penalty: 937.999329
	Iteration 8F: 3 clusters Score -1478212 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1478799.500000 Penalty: 937.999329
	Iteration 9Q: 3 clusters Score -1478800 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1479072.375000 Penalty: 937.999329
	Iteration 10Q: 3 clusters Score -1479072 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1479301.750000 Penalty: 937.999329
	Iteration 11Q: 3 clusters Score -1479302 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1479525.625000 Penalty: 937.999329
	Iteration 12Q: 3 clusters Score -1479526 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1479743.750000 Penalty: 937.999329
	Iteration 13Q: 3 clusters Score -1479744 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1480001.750000 Penalty: 937.999329
	Iteration 14Q: 3 clusters Score -1480002 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1480269.750000 Penalty: 937.999329
	Iteration 15Q: 3 clusters Score -1480270 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1480527.000000 Penalty: 937.999329
	Iteration 16Q: 3 clusters Score -1480527 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1480813.750000 Penalty: 937.999329
	Iteration 17Q: 3 clusters Score -1480814 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1481142.125000 Penalty: 937.999329
	Iteration 18Q: 3 clusters Score -1481142 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1481445.750000 Penalty: 937.999329
	Iteration 19Q: 3 clusters Score -1481446 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1481731.125000 Penalty: 937.999329
	Iteration 20F: 3 clusters Score -1481731 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1481982.500000 Penalty: 937.999329
	Iteration 21Q: 3 clusters Score -1481982 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1482185.250000 Penalty: 937.999329
	Iteration 22Q: 3 clusters Score -1482185 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1482330.875000 Penalty: 937.999329
	Iteration 23Q: 3 clusters Score -1482331 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1482420.125000 Penalty: 937.999329
	Iteration 24Q: 3 clusters Score -1482420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1482476.125000 Penalty: 937.999329
	Iteration 25Q: 3 clusters Score -1482476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1482506.875000 Penalty: 937.999329
	Iteration 26Q: 3 clusters Score -1482507 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1482542.375000 Penalty: 937.999329
	Iteration 27Q: 3 clusters Score -1482542 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1482558.875000 Penalty: 937.999329
	Iteration 28Q: 3 clusters Score -1482559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1482572.625000 Penalty: 937.999329
	Iteration 29Q: 3 clusters Score -1482573 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1482577.750000 Penalty: 937.999329
	Iteration 30Q: 3 clusters Score -1482578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1482584.000000 Penalty: 937.999329
	Iteration 31Q: 3 clusters Score -1482584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1482589.875000 Penalty: 937.999329
	Iteration 32Q: 3 clusters Score -1482590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1482593.875000 Penalty: 937.999329
	Iteration 33Q: 3 clusters Score -1482594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1482602.125000 Penalty: 937.999329
	Iteration 34Q: 3 clusters Score -1482602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1482612.000000 Penalty: 937.999329
	Iteration 35Q: 3 clusters Score -1482612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1482616.500000 Penalty: 937.999329
	Iteration 36Q: 3 clusters Score -1482616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1482622.500000 Penalty: 937.999329
	Iteration 37Q: 3 clusters Score -1482622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1482627.875000 Penalty: 937.999329
	Iteration 38Q: 3 clusters Score -1482628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1482640.250000 Penalty: 937.999329
	Iteration 39Q: 3 clusters Score -1482640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1482649.125000 Penalty: 937.999329
	Iteration 40F: 3 clusters Score -1482649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1482652.125000 Penalty: 937.999329
	Iteration 41Q: 3 clusters Score -1482652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1482659.000000 Penalty: 937.999329
	Iteration 42Q: 3 clusters Score -1482659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1482659.625000 Penalty: 937.999329
	Iteration 43Q: 3 clusters Score -1482660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1482667.625000 Penalty: 937.999329
	Iteration 44Q: 3 clusters Score -1482668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1482678.250000 Penalty: 937.999329
	Iteration 45Q: 3 clusters Score -1482678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1482683.750000 Penalty: 937.999329
	Iteration 46Q: 3 clusters Score -1482684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1482684.875000 Penalty: 937.999329
	Iteration 47Q: 3 clusters Score -1482685 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1482692.125000 Penalty: 937.999329
	Iteration 48Q: 3 clusters Score -1482692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1482697.125000 Penalty: 937.999329
	Iteration 49Q: 3 clusters Score -1482697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1482705.250000 Penalty: 937.999329
	Iteration 50Q: 3 clusters Score -1482705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1482714.375000 Penalty: 937.999329
	Iteration 51Q: 3 clusters Score -1482714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1482723.375000 Penalty: 937.999329
	Iteration 52Q: 3 clusters Score -1482723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1482735.250000 Penalty: 937.999329
	Iteration 53Q: 3 clusters Score -1482735 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1482742.125000 Penalty: 937.999329
	Iteration 54Q: 3 clusters Score -1482742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1482748.125000 Penalty: 937.999329
	Iteration 55Q: 3 clusters Score -1482748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1482762.750000 Penalty: 937.999329
	Iteration 56Q: 3 clusters Score -1482763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1482776.750000 Penalty: 937.999329
	Iteration 57Q: 3 clusters Score -1482777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1482785.500000 Penalty: 937.999329
	Iteration 58Q: 3 clusters Score -1482786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1482789.250000 Penalty: 937.999329
	Iteration 59Q: 3 clusters Score -1482789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1482800.750000 Penalty: 937.999329
	Iteration 60F: 3 clusters Score -1482801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1482804.125000 Penalty: 937.999329
	Iteration 61Q: 3 clusters Score -1482804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1482807.125000 Penalty: 937.999329
	Iteration 62Q: 3 clusters Score -1482807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1482810.875000 Penalty: 937.999329
	Iteration 63Q: 3 clusters Score -1482811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1482812.875000 Penalty: 937.999329
	Iteration 64Q: 3 clusters Score -1482813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1482820.625000 Penalty: 937.999329
	Iteration 65Q: 3 clusters Score -1482821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1482833.625000 Penalty: 937.999329
	Iteration 66Q: 3 clusters Score -1482834 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1482839.000000 Penalty: 937.999329
	Iteration 67Q: 3 clusters Score -1482839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1482843.500000 Penalty: 937.999329
	Iteration 68Q: 3 clusters Score -1482844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1482855.125000 Penalty: 937.999329
	Iteration 69Q: 3 clusters Score -1482855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1482861.500000 Penalty: 937.999329
	Iteration 70Q: 3 clusters Score -1482862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1482864.500000 Penalty: 937.999329
	Iteration 71Q: 3 clusters Score -1482864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1482871.125000 Penalty: 937.999329
	Iteration 72Q: 3 clusters Score -1482871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1482872.000000 Penalty: 937.999329
	Iteration 73Q: 3 clusters Score -1482872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1482876.625000 Penalty: 937.999329
	Iteration 74Q: 3 clusters Score -1482877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1482876.250000 Penalty: 937.999329
	Iteration 75Q: 3 clusters Score -1482876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1482887.125000 Penalty: 937.999329
	Iteration 76Q: 3 clusters Score -1482887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1482892.750000 Penalty: 937.999329
	Iteration 77Q: 3 clusters Score -1482893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1482894.500000 Penalty: 937.999329
	Iteration 78Q: 3 clusters Score -1482894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1482911.125000 Penalty: 937.999329
	Iteration 79Q: 3 clusters Score -1482911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1482926.250000 Penalty: 937.999329
	Iteration 80F: 3 clusters Score -1482926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1482934.000000 Penalty: 937.999329
	Iteration 81Q: 3 clusters Score -1482934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1482949.500000 Penalty: 937.999329
	Iteration 82Q: 3 clusters Score -1482950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1482959.500000 Penalty: 937.999329
	Iteration 83Q: 3 clusters Score -1482960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1482965.500000 Penalty: 937.999329
	Iteration 84Q: 3 clusters Score -1482966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1482978.125000 Penalty: 937.999329
	Iteration 85Q: 3 clusters Score -1482978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1482988.875000 Penalty: 937.999329
	Iteration 86Q: 3 clusters Score -1482989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1482995.625000 Penalty: 937.999329
	Iteration 87Q: 3 clusters Score -1482996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1483004.250000 Penalty: 937.999329
	Iteration 88Q: 3 clusters Score -1483004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1483017.375000 Penalty: 937.999329
	Iteration 89Q: 3 clusters Score -1483017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1483019.125000 Penalty: 937.999329
	Iteration 90Q: 3 clusters Score -1483019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1483027.875000 Penalty: 937.999329
	Iteration 91Q: 3 clusters Score -1483028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -1483035.250000 Penalty: 937.999329
	Iteration 92Q: 3 clusters Score -1483035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1483040.750000 Penalty: 937.999329
	Iteration 93Q: 3 clusters Score -1483041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -1483048.125000 Penalty: 937.999329
	Iteration 94Q: 3 clusters Score -1483048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1483057.625000 Penalty: 937.999329
	Iteration 95Q: 3 clusters Score -1483058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1483062.625000 Penalty: 937.999329
	Iteration 96Q: 3 clusters Score -1483063 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -1483074.125000 Penalty: 937.999329
	Iteration 97Q: 3 clusters Score -1483074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1483078.625000 Penalty: 937.999329
	Iteration 98Q: 3 clusters Score -1483079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1483086.625000 Penalty: 937.999329
	Iteration 99Q: 3 clusters Score -1483087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1483089.125000 Penalty: 937.999329
	Iteration 100F: 3 clusters Score -1483089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1483096.625000 Penalty: 937.999329
	Iteration 101Q: 3 clusters Score -1483097 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1483103.500000 Penalty: 937.999329
	Iteration 102Q: 3 clusters Score -1483104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1483110.250000 Penalty: 937.999329
	Iteration 103Q: 3 clusters Score -1483110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1483113.000000 Penalty: 937.999329
	Iteration 104Q: 3 clusters Score -1483113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -1483122.125000 Penalty: 937.999329
	Iteration 105Q: 3 clusters Score -1483122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1483123.250000 Penalty: 937.999329
	Iteration 106Q: 3 clusters Score -1483123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1483125.500000 Penalty: 937.999329
	Iteration 107Q: 3 clusters Score -1483126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -1483126.125000 Penalty: 937.999329
	Iteration 108Q: 3 clusters Score -1483126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1483126.250000 Penalty: 937.999329
	Iteration 109Q: 3 clusters Score -1483126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1483129.375000 Penalty: 937.999329
	Iteration 110Q: 3 clusters Score -1483129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1483132.125000 Penalty: 937.999329
	Iteration 111Q: 3 clusters Score -1483132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1483134.750000 Penalty: 937.999329
	Iteration 112Q: 3 clusters Score -1483135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1483139.500000 Penalty: 937.999329
	Iteration 113Q: 3 clusters Score -1483140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1483143.500000 Penalty: 937.999329
	Iteration 114Q: 3 clusters Score -1483144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1483139.500000 Penalty: 937.999329
	Iteration 115Q: 3 clusters Score -1483140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1483142.625000 Penalty: 937.999329
	Iteration 116Q: 3 clusters Score -1483143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1483144.625000 Penalty: 937.999329
	Iteration 117Q: 3 clusters Score -1483145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1483145.000000 Penalty: 937.999329
	Iteration 118Q: 3 clusters Score -1483145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1483147.250000 Penalty: 937.999329
	Iteration 119Q: 3 clusters Score -1483147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -1483149.250000 Penalty: 937.999329
	Iteration 120F: 3 clusters Score -1483149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -1483153.375000 Penalty: 937.999329
	Iteration 121Q: 3 clusters Score -1483153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1483150.875000 Penalty: 937.999329
	Iteration 122Q: 3 clusters Score -1483151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1483151.375000 Penalty: 937.999329
	Iteration 123Q: 3 clusters Score -1483151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -1483154.000000 Penalty: 937.999329
	Iteration 124Q: 3 clusters Score -1483154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1483160.625000 Penalty: 937.999329
	Iteration 125Q: 3 clusters Score -1483161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -1483162.500000 Penalty: 937.999329
	Iteration 126Q: 3 clusters Score -1483162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1483169.500000 Penalty: 937.999329
	Iteration 127Q: 3 clusters Score -1483170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -1483169.750000 Penalty: 937.999329
	Iteration 128Q: 3 clusters Score -1483170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -1483171.750000 Penalty: 937.999329
	Iteration 129Q: 3 clusters Score -1483172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1483169.500000 Penalty: 937.999329
	Iteration 130Q: 3 clusters Score -1483170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -1483174.000000 Penalty: 937.999329
	Iteration 131Q: 3 clusters Score -1483174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1483175.375000 Penalty: 937.999329
	Iteration 132Q: 3 clusters Score -1483175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -1483173.125000 Penalty: 937.999329
	Iteration 133Q: 3 clusters Score -1483173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1483180.250000 Penalty: 937.999329
	Iteration 134Q: 3 clusters Score -1483180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1483186.625000 Penalty: 937.999329
	Iteration 135Q: 3 clusters Score -1483187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -1483190.500000 Penalty: 937.999329
	Iteration 136Q: 3 clusters Score -1483190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -1483191.875000 Penalty: 937.999329
	Iteration 137Q: 3 clusters Score -1483192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -1483196.625000 Penalty: 937.999329
	Iteration 138Q: 3 clusters Score -1483197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1483197.000000 Penalty: 937.999329
	Iteration 139Q: 3 clusters Score -1483197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -1483200.375000 Penalty: 937.999329
	Iteration 140F: 3 clusters Score -1483200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -1483199.000000 Penalty: 937.999329
	Iteration 141Q: 3 clusters Score -1483199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -1483203.000000 Penalty: 937.999329
	Iteration 142Q: 3 clusters Score -1483203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -1483205.375000 Penalty: 937.999329
	Iteration 143Q: 3 clusters Score -1483205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -1483203.000000 Penalty: 937.999329
	Iteration 144Q: 3 clusters Score -1483203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -1483205.625000 Penalty: 937.999329
	Iteration 145Q: 3 clusters Score -1483206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -1483204.125000 Penalty: 937.999329
	Iteration 146Q: 3 clusters Score -1483204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1483209.125000 Penalty: 937.999329
	Iteration 147Q: 3 clusters Score -1483209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1483210.500000 Penalty: 937.999329
	Iteration 148Q: 3 clusters Score -1483210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -1483214.375000 Penalty: 937.999329
	Iteration 149Q: 3 clusters Score -1483214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1483217.250000 Penalty: 937.999329
	Iteration 150Q: 3 clusters Score -1483217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1483222.250000 Penalty: 937.999329
	Iteration 151Q: 3 clusters Score -1483222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -1483224.250000 Penalty: 937.999329
	Iteration 152Q: 3 clusters Score -1483224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -1483232.500000 Penalty: 937.999329
	Iteration 153Q: 3 clusters Score -1483232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -1483229.125000 Penalty: 937.999329
	Iteration 154Q: 3 clusters Score -1483229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -1483231.375000 Penalty: 937.999329
	Iteration 155Q: 3 clusters Score -1483231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -1483235.000000 Penalty: 937.999329
	Iteration 156Q: 3 clusters Score -1483235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -1483233.875000 Penalty: 937.999329
	Iteration 157Q: 3 clusters Score -1483234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -1483237.000000 Penalty: 937.999329
	Iteration 158Q: 3 clusters Score -1483237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -1483237.750000 Penalty: 937.999329
	Iteration 159Q: 3 clusters Score -1483238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -1483244.000000 Penalty: 937.999329
	Iteration 160F: 3 clusters Score -1483244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -1483246.625000 Penalty: 937.999329
	Iteration 161Q: 3 clusters Score -1483247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1483243.750000 Penalty: 937.999329
	Iteration 162Q: 3 clusters Score -1483244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1483245.125000 Penalty: 937.999329
	Iteration 163Q: 3 clusters Score -1483245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1483250.875000 Penalty: 937.999329
	Iteration 164Q: 3 clusters Score -1483251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -1483256.625000 Penalty: 937.999329
	Iteration 165Q: 3 clusters Score -1483257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -1483260.375000 Penalty: 937.999329
	Iteration 166Q: 3 clusters Score -1483260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -1483263.125000 Penalty: 937.999329
	Iteration 167Q: 3 clusters Score -1483263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1483262.000000 Penalty: 937.999329
	Iteration 168Q: 3 clusters Score -1483262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1483263.375000 Penalty: 937.999329
	Iteration 169Q: 3 clusters Score -1483263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1483266.000000 Penalty: 937.999329
	Iteration 170Q: 3 clusters Score -1483266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -1483268.875000 Penalty: 937.999329
	Iteration 171Q: 3 clusters Score -1483269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -1483263.750000 Penalty: 937.999329
	Iteration 172Q: 3 clusters Score -1483264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -1483269.500000 Penalty: 937.999329
	Iteration 173Q: 3 clusters Score -1483270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1483269.000000 Penalty: 937.999329
	Iteration 174Q: 3 clusters Score -1483269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1483268.250000 Penalty: 937.999329
	Iteration 175Q: 3 clusters Score -1483268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1483265.250000 Penalty: 937.999329
	Iteration 176Q: 3 clusters Score -1483265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -1483265.375000 Penalty: 937.999329
	Iteration 177Q: 3 clusters Score -1483265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -1483269.250000 Penalty: 937.999329
	Iteration 178Q: 3 clusters Score -1483269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1483268.125000 Penalty: 937.999329
	Iteration 179Q: 3 clusters Score -1483268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -1483266.875000 Penalty: 937.999329
	Iteration 180F: 3 clusters Score -1483267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1483267.875000 Penalty: 937.999329
	Iteration 181Q: 3 clusters Score -1483268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -1483268.625000 Penalty: 937.999329
	Iteration 182Q: 3 clusters Score -1483269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -1483272.125000 Penalty: 937.999329
	Iteration 183Q: 3 clusters Score -1483272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -1483272.125000 Penalty: 937.999329
	Iteration 184Q: 3 clusters Score -1483272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -1483272.125000 Penalty: 937.999329
	Iteration 185F: 3 clusters Score -1483272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -41508.496094 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -41508.5 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 469 members 
Entering Unmasked Estep 
Score: -40744.433594 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -40744.43 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41060.710938 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -41060.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41331.296875 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -41331.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41747.289062 Penalty: 621.707764
	Iteration 3F: 3 clusters Score -41747.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41975.937500 Penalty: 621.707764
	Iteration 4F: 3 clusters Score -41975.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42029.031250 Penalty: 621.707764
	Iteration 5Q: 3 clusters Score -42029.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42042.085938 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -42042.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42042.085938 Penalty: 621.707764
	Iteration 7F: 3 clusters Score -42042.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 336321 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
Score: -25289584.000000 Penalty: 11395.691406
Splitting cluster 12 changes total score from -25289346.000000 to -25289584.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (336321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336321 members 
Entering Unmasked Estep 
Score: -16406383.000000 Penalty: 579.024902
	Iteration 0F: 2 clusters Score -1.640638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -16205547.000000 Penalty: 1158.049805
	Iteration 0F: 3 clusters Score -1.620555e+07 nChanged 166495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188749 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -16310546.000000 Penalty: 1158.049805
	Iteration 1F: 3 clusters Score -1.631055e+07 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197427 members 
Mstep: Class 2 contains 138894 members 
Entering Unmasked Estep 
Score: -16318914.000000 Penalty: 1158.049805
	Iteration 2Q: 3 clusters Score -1.631891e+07 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208883 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -16332384.000000 Penalty: 1158.049805
	Iteration 3F: 3 clusters Score -1.633238e+07 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221166 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -16351167.000000 Penalty: 1158.049805
	Iteration 4F: 3 clusters Score -1.635117e+07 nChanged 22061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230431 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -16367984.000000 Penalty: 1158.049805
	Iteration 5F: 3 clusters Score -1.636798e+07 nChanged 17258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -16375793.000000 Penalty: 1158.049805
	Iteration 6F: 3 clusters Score -1.637579e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239023 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -16377851.000000 Penalty: 1158.049805
	Iteration 7Q: 3 clusters Score -1.637785e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242027 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -16378660.000000 Penalty: 1158.049805
	Iteration 8Q: 3 clusters Score -1.637866e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244749 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -16379151.000000 Penalty: 1158.049805
	Iteration 9Q: 3 clusters Score -1.637915e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247222 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -16379736.000000 Penalty: 1158.049805
	Iteration 10Q: 3 clusters Score -1.637974e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249487 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -16379895.000000 Penalty: 1158.049805
	Iteration 11Q: 3 clusters Score -1.63799e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251368 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -16380140.000000 Penalty: 1158.049805
	Iteration 12Q: 3 clusters Score -1.638014e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253059 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -16380076.000000 Penalty: 1158.049805
	Iteration 13Q: 3 clusters Score -1.638008e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254529 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -16380205.000000 Penalty: 1158.049805
	Iteration 14Q: 3 clusters Score -1.63802e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255875 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -16380240.000000 Penalty: 1158.049805
	Iteration 15Q: 3 clusters Score -1.638024e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256962 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -16380358.000000 Penalty: 1158.049805
	Iteration 16Q: 3 clusters Score -1.638036e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257957 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -16380227.000000 Penalty: 1158.049805
	Iteration 17Q: 3 clusters Score -1.638023e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258830 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -16380176.000000 Penalty: 1158.049805
	Iteration 18Q: 3 clusters Score -1.638018e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259512 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -16379965.000000 Penalty: 1158.049805
	Iteration 19Q: 3 clusters Score -1.637996e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260100 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -16379842.000000 Penalty: 1158.049805
	Iteration 20F: 3 clusters Score -1.637984e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260552 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -16379732.000000 Penalty: 1158.049805
	Iteration 21Q: 3 clusters Score -1.637973e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260912 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -16379573.000000 Penalty: 1158.049805
	Iteration 22Q: 3 clusters Score -1.637957e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261159 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -16379557.000000 Penalty: 1158.049805
	Iteration 23Q: 3 clusters Score -1.637956e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261325 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -16379418.000000 Penalty: 1158.049805
	Iteration 24Q: 3 clusters Score -1.637942e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261393 members 
Mstep: Class 2 contains 74928 members 
Entering Unmasked Estep 
Score: -16379298.000000 Penalty: 1158.049805
	Iteration 25Q: 3 clusters Score -1.63793e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261401 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -16379160.000000 Penalty: 1158.049805
	Iteration 26Q: 3 clusters Score -1.637916e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261318 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -16379061.000000 Penalty: 1158.049805
	Iteration 27Q: 3 clusters Score -1.637906e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261154 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -16378848.000000 Penalty: 1158.049805
	Iteration 28Q: 3 clusters Score -1.637885e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260833 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -16378761.000000 Penalty: 1158.049805
	Iteration 29Q: 3 clusters Score -1.637876e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260381 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -16378579.000000 Penalty: 1158.049805
	Iteration 30Q: 3 clusters Score -1.637858e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259855 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -16378630.000000 Penalty: 1158.049805
	Iteration 31Q: 3 clusters Score -1.637863e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259322 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -16378618.000000 Penalty: 1158.049805
	Iteration 32Q: 3 clusters Score -1.637862e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258712 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -16378505.000000 Penalty: 1158.049805
	Iteration 33Q: 3 clusters Score -1.63785e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258062 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -16378372.000000 Penalty: 1158.049805
	Iteration 34Q: 3 clusters Score -1.637837e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257396 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -16378253.000000 Penalty: 1158.049805
	Iteration 35Q: 3 clusters Score -1.637825e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256609 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -16378208.000000 Penalty: 1158.049805
	Iteration 36Q: 3 clusters Score -1.637821e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255816 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -16378229.000000 Penalty: 1158.049805
	Iteration 37Q: 3 clusters Score -1.637823e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254978 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -16378107.000000 Penalty: 1158.049805
	Iteration 38Q: 3 clusters Score -1.637811e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254065 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -16378108.000000 Penalty: 1158.049805
	Iteration 39Q: 3 clusters Score -1.637811e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253101 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -16377981.000000 Penalty: 1158.049805
	Iteration 40F: 3 clusters Score -1.637798e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252111 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -16377871.000000 Penalty: 1158.049805
	Iteration 41Q: 3 clusters Score -1.637787e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250951 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -16377687.000000 Penalty: 1158.049805
	Iteration 42Q: 3 clusters Score -1.637769e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249752 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -16377495.000000 Penalty: 1158.049805
	Iteration 43Q: 3 clusters Score -1.63775e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248508 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -16377533.000000 Penalty: 1158.049805
	Iteration 44Q: 3 clusters Score -1.637753e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247271 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -16377318.000000 Penalty: 1158.049805
	Iteration 45Q: 3 clusters Score -1.637732e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245965 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -16376976.000000 Penalty: 1158.049805
	Iteration 46Q: 3 clusters Score -1.637698e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244560 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -16376771.000000 Penalty: 1158.049805
	Iteration 47Q: 3 clusters Score -1.637677e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243009 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -16376658.000000 Penalty: 1158.049805
	Iteration 48Q: 3 clusters Score -1.637666e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241205 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -16376401.000000 Penalty: 1158.049805
	Iteration 49Q: 3 clusters Score -1.63764e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239328 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -16376336.000000 Penalty: 1158.049805
	Iteration 50Q: 3 clusters Score -1.637634e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237459 members 
Mstep: Class 2 contains 98862 members 
Entering Unmasked Estep 
Score: -16376268.000000 Penalty: 1158.049805
	Iteration 51Q: 3 clusters Score -1.637627e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235533 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -16376357.000000 Penalty: 1158.049805
	Iteration 52Q: 3 clusters Score -1.637636e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233573 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -16376385.000000 Penalty: 1158.049805
	Iteration 53Q: 3 clusters Score -1.637638e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231674 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -16376131.000000 Penalty: 1158.049805
	Iteration 54Q: 3 clusters Score -1.637613e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -16375780.000000 Penalty: 1158.049805
	Iteration 55Q: 3 clusters Score -1.637578e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227544 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -16375555.000000 Penalty: 1158.049805
	Iteration 56Q: 3 clusters Score -1.637556e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225255 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -16375420.000000 Penalty: 1158.049805
	Iteration 57Q: 3 clusters Score -1.637542e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222762 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -16375280.000000 Penalty: 1158.049805
	Iteration 58Q: 3 clusters Score -1.637528e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220137 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -16375328.000000 Penalty: 1158.049805
	Iteration 59Q: 3 clusters Score -1.637533e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217518 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -16375396.000000 Penalty: 1158.049805
	Iteration 60F: 3 clusters Score -1.63754e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214955 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -16375446.000000 Penalty: 1158.049805
	Iteration 61Q: 3 clusters Score -1.637545e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212377 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -16375546.000000 Penalty: 1158.049805
	Iteration 62Q: 3 clusters Score -1.637555e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209770 members 
Mstep: Class 2 contains 126551 members 
Entering Unmasked Estep 
Score: -16375427.000000 Penalty: 1158.049805
	Iteration 63Q: 3 clusters Score -1.637543e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207122 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -16375441.000000 Penalty: 1158.049805
	Iteration 64Q: 3 clusters Score -1.637544e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204550 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -16375728.000000 Penalty: 1158.049805
	Iteration 65Q: 3 clusters Score -1.637573e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 134230 members 
Entering Unmasked Estep 
Score: -16376067.000000 Penalty: 1158.049805
	Iteration 66Q: 3 clusters Score -1.637607e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199939 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -16376109.000000 Penalty: 1158.049805
	Iteration 67Q: 3 clusters Score -1.637611e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 138553 members 
Entering Unmasked Estep 
Score: -16376209.000000 Penalty: 1158.049805
	Iteration 68Q: 3 clusters Score -1.637621e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195712 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -16376414.000000 Penalty: 1158.049805
	Iteration 69Q: 3 clusters Score -1.637641e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -16376579.000000 Penalty: 1158.049805
	Iteration 70Q: 3 clusters Score -1.637658e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192038 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -16376746.000000 Penalty: 1158.049805
	Iteration 71Q: 3 clusters Score -1.637675e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190246 members 
Mstep: Class 2 contains 146075 members 
Entering Unmasked Estep 
Score: -16376910.000000 Penalty: 1158.049805
	Iteration 72Q: 3 clusters Score -1.637691e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188556 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -16377092.000000 Penalty: 1158.049805
	Iteration 73Q: 3 clusters Score -1.637709e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186996 members 
Mstep: Class 2 contains 149325 members 
Entering Unmasked Estep 
Score: -16377254.000000 Penalty: 1158.049805
	Iteration 74Q: 3 clusters Score -1.637725e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185499 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -16377424.000000 Penalty: 1158.049805
	Iteration 75Q: 3 clusters Score -1.637742e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184029 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -16377581.000000 Penalty: 1158.049805
	Iteration 76Q: 3 clusters Score -1.637758e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182564 members 
Mstep: Class 2 contains 153757 members 
Entering Unmasked Estep 
Score: -16377789.000000 Penalty: 1158.049805
	Iteration 77Q: 3 clusters Score -1.637779e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -16378037.000000 Penalty: 1158.049805
	Iteration 78Q: 3 clusters Score -1.637804e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -16378241.000000 Penalty: 1158.049805
	Iteration 79Q: 3 clusters Score -1.637824e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178933 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -16378442.000000 Penalty: 1158.049805
	Iteration 80F: 3 clusters Score -1.637844e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -16378736.000000 Penalty: 1158.049805
	Iteration 81Q: 3 clusters Score -1.637874e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177051 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -16378975.000000 Penalty: 1158.049805
	Iteration 82Q: 3 clusters Score -1.637898e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 160085 members 
Entering Unmasked Estep 
Score: -16379367.000000 Penalty: 1158.049805
	Iteration 83Q: 3 clusters Score -1.637937e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 160789 members 
Entering Unmasked Estep 
Score: -16379752.000000 Penalty: 1158.049805
	Iteration 84Q: 3 clusters Score -1.637975e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -16380056.000000 Penalty: 1158.049805
	Iteration 85Q: 3 clusters Score -1.638006e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -16380434.000000 Penalty: 1158.049805
	Iteration 86Q: 3 clusters Score -1.638043e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -16380808.000000 Penalty: 1158.049805
	Iteration 87Q: 3 clusters Score -1.638081e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -16381100.000000 Penalty: 1158.049805
	Iteration 88Q: 3 clusters Score -1.63811e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -16381509.000000 Penalty: 1158.049805
	Iteration 89Q: 3 clusters Score -1.638151e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 164408 members 
Entering Unmasked Estep 
Score: -16382071.000000 Penalty: 1158.049805
	Iteration 90Q: 3 clusters Score -1.638207e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171446 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -16382416.000000 Penalty: 1158.049805
	Iteration 91Q: 3 clusters Score -1.638242e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -16382792.000000 Penalty: 1158.049805
	Iteration 92Q: 3 clusters Score -1.638279e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -16383114.000000 Penalty: 1158.049805
	Iteration 93Q: 3 clusters Score -1.638311e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170640 members 
Mstep: Class 2 contains 165681 members 
Entering Unmasked Estep 
Score: -16383509.000000 Penalty: 1158.049805
	Iteration 94Q: 3 clusters Score -1.638351e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170402 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -16383830.000000 Penalty: 1158.049805
	Iteration 95Q: 3 clusters Score -1.638383e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 166066 members 
Entering Unmasked Estep 
Score: -16384218.000000 Penalty: 1158.049805
	Iteration 96Q: 3 clusters Score -1.638422e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 166177 members 
Entering Unmasked Estep 
Score: -16384741.000000 Penalty: 1158.049805
	Iteration 97Q: 3 clusters Score -1.638474e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -16385152.000000 Penalty: 1158.049805
	Iteration 98Q: 3 clusters Score -1.638515e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -16385693.000000 Penalty: 1158.049805
	Iteration 99Q: 3 clusters Score -1.638569e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -16386207.000000 Penalty: 1158.049805
	Iteration 100F: 3 clusters Score -1.638621e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -16386705.000000 Penalty: 1158.049805
	Iteration 101Q: 3 clusters Score -1.63867e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -16387201.000000 Penalty: 1158.049805
	Iteration 102Q: 3 clusters Score -1.63872e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -16387650.000000 Penalty: 1158.049805
	Iteration 103Q: 3 clusters Score -1.638765e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -16388056.000000 Penalty: 1158.049805
	Iteration 104Q: 3 clusters Score -1.638806e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171617 members 
Mstep: Class 2 contains 164704 members 
Entering Unmasked Estep 
Score: -16388562.000000 Penalty: 1158.049805
	Iteration 105Q: 3 clusters Score -1.638856e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -16388925.000000 Penalty: 1158.049805
	Iteration 106Q: 3 clusters Score -1.638892e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -16389318.000000 Penalty: 1158.049805
	Iteration 107Q: 3 clusters Score -1.638932e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173099 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -16389775.000000 Penalty: 1158.049805
	Iteration 108Q: 3 clusters Score -1.638978e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -16390329.000000 Penalty: 1158.049805
	Iteration 109Q: 3 clusters Score -1.639033e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -16390619.000000 Penalty: 1158.049805
	Iteration 110Q: 3 clusters Score -1.639062e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -16391119.000000 Penalty: 1158.049805
	Iteration 111Q: 3 clusters Score -1.639112e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -16391397.000000 Penalty: 1158.049805
	Iteration 112Q: 3 clusters Score -1.63914e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -16391708.000000 Penalty: 1158.049805
	Iteration 113Q: 3 clusters Score -1.639171e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -16391981.000000 Penalty: 1158.049805
	Iteration 114Q: 3 clusters Score -1.639198e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -16392363.000000 Penalty: 1158.049805
	Iteration 115Q: 3 clusters Score -1.639236e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 157431 members 
Entering Unmasked Estep 
Score: -16392653.000000 Penalty: 1158.049805
	Iteration 116Q: 3 clusters Score -1.639265e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179763 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -16392950.000000 Penalty: 1158.049805
	Iteration 117Q: 3 clusters Score -1.639295e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -16393193.000000 Penalty: 1158.049805
	Iteration 118Q: 3 clusters Score -1.639319e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -16393477.000000 Penalty: 1158.049805
	Iteration 119Q: 3 clusters Score -1.639348e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -16393833.000000 Penalty: 1158.049805
	Iteration 120F: 3 clusters Score -1.639383e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -16394167.000000 Penalty: 1158.049805
	Iteration 121Q: 3 clusters Score -1.639417e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -16394534.000000 Penalty: 1158.049805
	Iteration 122Q: 3 clusters Score -1.639453e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186229 members 
Mstep: Class 2 contains 150092 members 
Entering Unmasked Estep 
Score: -16394764.000000 Penalty: 1158.049805
	Iteration 123Q: 3 clusters Score -1.639476e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187573 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -16394967.000000 Penalty: 1158.049805
	Iteration 124Q: 3 clusters Score -1.639497e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188967 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -16395200.000000 Penalty: 1158.049805
	Iteration 125Q: 3 clusters Score -1.63952e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -16395504.000000 Penalty: 1158.049805
	Iteration 126Q: 3 clusters Score -1.63955e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -16395810.000000 Penalty: 1158.049805
	Iteration 127Q: 3 clusters Score -1.639581e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -16396045.000000 Penalty: 1158.049805
	Iteration 128Q: 3 clusters Score -1.639604e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195534 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -16396374.000000 Penalty: 1158.049805
	Iteration 129Q: 3 clusters Score -1.639637e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197315 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -16396659.000000 Penalty: 1158.049805
	Iteration 130Q: 3 clusters Score -1.639666e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199157 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -16396934.000000 Penalty: 1158.049805
	Iteration 131Q: 3 clusters Score -1.639693e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201131 members 
Mstep: Class 2 contains 135190 members 
Entering Unmasked Estep 
Score: -16397177.000000 Penalty: 1158.049805
	Iteration 132Q: 3 clusters Score -1.639718e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203223 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -16397438.000000 Penalty: 1158.049805
	Iteration 133Q: 3 clusters Score -1.639744e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205475 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -16397647.000000 Penalty: 1158.049805
	Iteration 134Q: 3 clusters Score -1.639765e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207798 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -16397919.000000 Penalty: 1158.049805
	Iteration 135Q: 3 clusters Score -1.639792e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210219 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -16398217.000000 Penalty: 1158.049805
	Iteration 136Q: 3 clusters Score -1.639822e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212684 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -16398629.000000 Penalty: 1158.049805
	Iteration 137Q: 3 clusters Score -1.639863e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215200 members 
Mstep: Class 2 contains 121121 members 
Entering Unmasked Estep 
Score: -16398950.000000 Penalty: 1158.049805
	Iteration 138Q: 3 clusters Score -1.639895e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217843 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -16399368.000000 Penalty: 1158.049805
	Iteration 139Q: 3 clusters Score -1.639937e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220582 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -16399879.000000 Penalty: 1158.049805
	Iteration 140F: 3 clusters Score -1.639988e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223456 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -16400564.000000 Penalty: 1158.049805
	Iteration 141Q: 3 clusters Score -1.640056e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 109888 members 
Entering Unmasked Estep 
Score: -16401128.000000 Penalty: 1158.049805
	Iteration 142Q: 3 clusters Score -1.640113e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229498 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -16401803.000000 Penalty: 1158.049805
	Iteration 143Q: 3 clusters Score -1.64018e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232689 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -16402300.000000 Penalty: 1158.049805
	Iteration 144Q: 3 clusters Score -1.64023e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -16403136.000000 Penalty: 1158.049805
	Iteration 145Q: 3 clusters Score -1.640314e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239274 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -16403867.000000 Penalty: 1158.049805
	Iteration 146Q: 3 clusters Score -1.640387e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242581 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -16404575.000000 Penalty: 1158.049805
	Iteration 147Q: 3 clusters Score -1.640458e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245790 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -16405377.000000 Penalty: 1158.049805
	Iteration 148Q: 3 clusters Score -1.640538e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249059 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -16406016.000000 Penalty: 1158.049805
	Iteration 149Q: 3 clusters Score -1.640602e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252315 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -16406767.000000 Penalty: 1158.049805
	Iteration 150Q: 3 clusters Score -1.640677e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255496 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -16407508.000000 Penalty: 1158.049805
	Iteration 151Q: 3 clusters Score -1.640751e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258633 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -16408155.000000 Penalty: 1158.049805
	Iteration 152Q: 3 clusters Score -1.640816e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261783 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -16408597.000000 Penalty: 1158.049805
	Iteration 153Q: 3 clusters Score -1.64086e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264896 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -16408942.000000 Penalty: 1158.049805
	Iteration 154Q: 3 clusters Score -1.640894e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267852 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -16409219.000000 Penalty: 1158.049805
	Iteration 155Q: 3 clusters Score -1.640922e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270660 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -16409630.000000 Penalty: 1158.049805
	Iteration 156Q: 3 clusters Score -1.640963e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273412 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -16409906.000000 Penalty: 1158.049805
	Iteration 157Q: 3 clusters Score -1.640991e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276119 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -16410477.000000 Penalty: 1158.049805
	Iteration 158Q: 3 clusters Score -1.641048e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278847 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -16410960.000000 Penalty: 1158.049805
	Iteration 159Q: 3 clusters Score -1.641096e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281587 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -16411432.000000 Penalty: 1158.049805
	Iteration 160F: 3 clusters Score -1.641143e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284274 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -16411783.000000 Penalty: 1158.049805
	Iteration 161Q: 3 clusters Score -1.641178e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286856 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -16412235.000000 Penalty: 1158.049805
	Iteration 162Q: 3 clusters Score -1.641224e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289234 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -16412515.000000 Penalty: 1158.049805
	Iteration 163Q: 3 clusters Score -1.641252e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291548 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -16412515.000000 Penalty: 1158.049805
	Iteration 164Q: 3 clusters Score -1.641252e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293745 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -16412500.000000 Penalty: 1158.049805
	Iteration 165Q: 3 clusters Score -1.64125e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295845 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -16412573.000000 Penalty: 1158.049805
	Iteration 166Q: 3 clusters Score -1.641257e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297780 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -16412569.000000 Penalty: 1158.049805
	Iteration 167Q: 3 clusters Score -1.641257e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299585 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -16412570.000000 Penalty: 1158.049805
	Iteration 168Q: 3 clusters Score -1.641257e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301338 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -16412774.000000 Penalty: 1158.049805
	Iteration 169Q: 3 clusters Score -1.641277e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303040 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -16412840.000000 Penalty: 1158.049805
	Iteration 170Q: 3 clusters Score -1.641284e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304598 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -16412792.000000 Penalty: 1158.049805
	Iteration 171Q: 3 clusters Score -1.641279e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306057 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -16412839.000000 Penalty: 1158.049805
	Iteration 172Q: 3 clusters Score -1.641284e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307387 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -16412792.000000 Penalty: 1158.049805
	Iteration 173Q: 3 clusters Score -1.641279e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308641 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -16412810.000000 Penalty: 1158.049805
	Iteration 174Q: 3 clusters Score -1.641281e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309884 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -16412798.000000 Penalty: 1158.049805
	Iteration 175Q: 3 clusters Score -1.64128e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311076 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -16412626.000000 Penalty: 1158.049805
	Iteration 176Q: 3 clusters Score -1.641263e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312196 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -16412763.000000 Penalty: 1158.049805
	Iteration 177Q: 3 clusters Score -1.641276e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313179 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -16412674.000000 Penalty: 1158.049805
	Iteration 178Q: 3 clusters Score -1.641267e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314079 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -16412575.000000 Penalty: 1158.049805
	Iteration 179Q: 3 clusters Score -1.641258e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314852 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -16412451.000000 Penalty: 1158.049805
	Iteration 180F: 3 clusters Score -1.641245e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315570 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -16412369.000000 Penalty: 1158.049805
	Iteration 181Q: 3 clusters Score -1.641237e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316226 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -16412284.000000 Penalty: 1158.049805
	Iteration 182Q: 3 clusters Score -1.641228e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316853 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -16412158.000000 Penalty: 1158.049805
	Iteration 183Q: 3 clusters Score -1.641216e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317451 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -16412118.000000 Penalty: 1158.049805
	Iteration 184Q: 3 clusters Score -1.641212e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318005 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -16412114.000000 Penalty: 1158.049805
	Iteration 185Q: 3 clusters Score -1.641211e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318525 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -16412095.000000 Penalty: 1158.049805
	Iteration 186Q: 3 clusters Score -1.64121e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318999 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -16412057.000000 Penalty: 1158.049805
	Iteration 187Q: 3 clusters Score -1.641206e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319431 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -16412060.000000 Penalty: 1158.049805
	Iteration 188Q: 3 clusters Score -1.641206e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319851 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -16411978.000000 Penalty: 1158.049805
	Iteration 189Q: 3 clusters Score -1.641198e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320244 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -16412012.000000 Penalty: 1158.049805
	Iteration 190Q: 3 clusters Score -1.641201e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320610 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -16411918.000000 Penalty: 1158.049805
	Iteration 191Q: 3 clusters Score -1.641192e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320942 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -16411894.000000 Penalty: 1158.049805
	Iteration 192Q: 3 clusters Score -1.641189e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321264 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -16411834.000000 Penalty: 1158.049805
	Iteration 193Q: 3 clusters Score -1.641183e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321556 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -16411808.000000 Penalty: 1158.049805
	Iteration 194Q: 3 clusters Score -1.641181e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321799 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -16411802.000000 Penalty: 1158.049805
	Iteration 195Q: 3 clusters Score -1.64118e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322056 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -16411827.000000 Penalty: 1158.049805
	Iteration 196Q: 3 clusters Score -1.641183e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322294 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -16411739.000000 Penalty: 1158.049805
	Iteration 197Q: 3 clusters Score -1.641174e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322526 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -16411675.000000 Penalty: 1158.049805
	Iteration 198Q: 3 clusters Score -1.641168e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322725 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -16411649.000000 Penalty: 1158.049805
	Iteration 199Q: 3 clusters Score -1.641165e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322903 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -16411641.000000 Penalty: 1158.049805
	Iteration 200F: 3 clusters Score -1.641164e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323080 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -16411624.000000 Penalty: 1158.049805
	Iteration 201Q: 3 clusters Score -1.641162e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323235 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -16411566.000000 Penalty: 1158.049805
	Iteration 202Q: 3 clusters Score -1.641157e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323372 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -16411547.000000 Penalty: 1158.049805
	Iteration 203Q: 3 clusters Score -1.641155e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323499 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -16411545.000000 Penalty: 1158.049805
	Iteration 204Q: 3 clusters Score -1.641154e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323613 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -16411527.000000 Penalty: 1158.049805
	Iteration 205Q: 3 clusters Score -1.641153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323716 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -16411502.000000 Penalty: 1158.049805
	Iteration 206Q: 3 clusters Score -1.64115e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323814 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -16411553.000000 Penalty: 1158.049805
	Iteration 207Q: 3 clusters Score -1.641155e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323912 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -16411559.000000 Penalty: 1158.049805
	Iteration 208Q: 3 clusters Score -1.641156e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324008 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -16411535.000000 Penalty: 1158.049805
	Iteration 209Q: 3 clusters Score -1.641154e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324101 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -16411472.000000 Penalty: 1158.049805
	Iteration 210Q: 3 clusters Score -1.641147e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324203 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -16411417.000000 Penalty: 1158.049805
	Iteration 211Q: 3 clusters Score -1.641142e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324300 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -16411383.000000 Penalty: 1158.049805
	Iteration 212Q: 3 clusters Score -1.641138e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324378 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -16411340.000000 Penalty: 1158.049805
	Iteration 213Q: 3 clusters Score -1.641134e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324445 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -16411306.000000 Penalty: 1158.049805
	Iteration 214Q: 3 clusters Score -1.641131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324514 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -16411273.000000 Penalty: 1158.049805
	Iteration 215Q: 3 clusters Score -1.641127e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324581 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -16411255.000000 Penalty: 1158.049805
	Iteration 216Q: 3 clusters Score -1.641126e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324643 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -16411260.000000 Penalty: 1158.049805
	Iteration 217Q: 3 clusters Score -1.641126e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324704 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -16411259.000000 Penalty: 1158.049805
	Iteration 218Q: 3 clusters Score -1.641126e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324773 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -16411257.000000 Penalty: 1158.049805
	Iteration 219Q: 3 clusters Score -1.641126e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324844 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -16411248.000000 Penalty: 1158.049805
	Iteration 220F: 3 clusters Score -1.641125e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324916 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -16411221.000000 Penalty: 1158.049805
	Iteration 221Q: 3 clusters Score -1.641122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324971 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -16411210.000000 Penalty: 1158.049805
	Iteration 222Q: 3 clusters Score -1.641121e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325019 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -16411205.000000 Penalty: 1158.049805
	Iteration 223Q: 3 clusters Score -1.64112e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325073 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -16411232.000000 Penalty: 1158.049805
	Iteration 224Q: 3 clusters Score -1.641123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325114 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -16411193.000000 Penalty: 1158.049805
	Iteration 225Q: 3 clusters Score -1.641119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325153 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -16411144.000000 Penalty: 1158.049805
	Iteration 226Q: 3 clusters Score -1.641114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325193 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -16411146.000000 Penalty: 1158.049805
	Iteration 227Q: 3 clusters Score -1.641115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325221 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -16411134.000000 Penalty: 1158.049805
	Iteration 228Q: 3 clusters Score -1.641113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325246 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -16411123.000000 Penalty: 1158.049805
	Iteration 229Q: 3 clusters Score -1.641112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325265 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -16411108.000000 Penalty: 1158.049805
	Iteration 230Q: 3 clusters Score -1.641111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325287 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -16411090.000000 Penalty: 1158.049805
	Iteration 231Q: 3 clusters Score -1.641109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325325 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -16411061.000000 Penalty: 1158.049805
	Iteration 232Q: 3 clusters Score -1.641106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325359 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -16411046.000000 Penalty: 1158.049805
	Iteration 233Q: 3 clusters Score -1.641105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325400 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -16411027.000000 Penalty: 1158.049805
	Iteration 234Q: 3 clusters Score -1.641103e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325435 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -16411001.000000 Penalty: 1158.049805
	Iteration 235Q: 3 clusters Score -1.6411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325469 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -16410987.000000 Penalty: 1158.049805
	Iteration 236Q: 3 clusters Score -1.641099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325505 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -16410986.000000 Penalty: 1158.049805
	Iteration 237Q: 3 clusters Score -1.641099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325539 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -16410966.000000 Penalty: 1158.049805
	Iteration 238Q: 3 clusters Score -1.641097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325571 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -16410934.000000 Penalty: 1158.049805
	Iteration 239Q: 3 clusters Score -1.641093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325601 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -16410935.000000 Penalty: 1158.049805
	Iteration 240F: 3 clusters Score -1.641094e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325633 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -16410934.000000 Penalty: 1158.049805
	Iteration 241Q: 3 clusters Score -1.641093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325657 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -16410927.000000 Penalty: 1158.049805
	Iteration 242Q: 3 clusters Score -1.641093e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325693 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -16410917.000000 Penalty: 1158.049805
	Iteration 243Q: 3 clusters Score -1.641092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325722 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -16410894.000000 Penalty: 1158.049805
	Iteration 244Q: 3 clusters Score -1.641089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325769 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -16410880.000000 Penalty: 1158.049805
	Iteration 245Q: 3 clusters Score -1.641088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325810 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -16410898.000000 Penalty: 1158.049805
	Iteration 246Q: 3 clusters Score -1.64109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325838 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -16410880.000000 Penalty: 1158.049805
	Iteration 247Q: 3 clusters Score -1.641088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325857 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -16410870.000000 Penalty: 1158.049805
	Iteration 248Q: 3 clusters Score -1.641087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325871 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -16410853.000000 Penalty: 1158.049805
	Iteration 249Q: 3 clusters Score -1.641085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325894 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -16410853.000000 Penalty: 1158.049805
	Iteration 250Q: 3 clusters Score -1.641085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325914 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -16410843.000000 Penalty: 1158.049805
	Iteration 251Q: 3 clusters Score -1.641084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325937 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -16410853.000000 Penalty: 1158.049805
	Iteration 252Q: 3 clusters Score -1.641085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325953 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -16410834.000000 Penalty: 1158.049805
	Iteration 253Q: 3 clusters Score -1.641083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325964 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -16410848.000000 Penalty: 1158.049805
	Iteration 254Q: 3 clusters Score -1.641085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325976 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -16410832.000000 Penalty: 1158.049805
	Iteration 255Q: 3 clusters Score -1.641083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325982 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -16410837.000000 Penalty: 1158.049805
	Iteration 256Q: 3 clusters Score -1.641084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325986 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -16410840.000000 Penalty: 1158.049805
	Iteration 257Q: 3 clusters Score -1.641084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325991 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -16410834.000000 Penalty: 1158.049805
	Iteration 258Q: 3 clusters Score -1.641083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325997 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -16410826.000000 Penalty: 1158.049805
	Iteration 259Q: 3 clusters Score -1.641083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326002 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -16410817.000000 Penalty: 1158.049805
	Iteration 260F: 3 clusters Score -1.641082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326004 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -16410816.000000 Penalty: 1158.049805
	Iteration 261Q: 3 clusters Score -1.641082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326004 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -16410827.000000 Penalty: 1158.049805
	Iteration 262Q: 3 clusters Score -1.641083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326008 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -16410824.000000 Penalty: 1158.049805
	Iteration 263Q: 3 clusters Score -1.641082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326014 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -16410811.000000 Penalty: 1158.049805
	Iteration 264Q: 3 clusters Score -1.641081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326018 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -16410818.000000 Penalty: 1158.049805
	Iteration 265Q: 3 clusters Score -1.641082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326023 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -16410817.000000 Penalty: 1158.049805
	Iteration 266Q: 3 clusters Score -1.641082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326026 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -16410817.000000 Penalty: 1158.049805
	Iteration 267Q: 3 clusters Score -1.641082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326030 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -16410810.000000 Penalty: 1158.049805
	Iteration 268Q: 3 clusters Score -1.641081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326038 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -16410816.000000 Penalty: 1158.049805
	Iteration 269Q: 3 clusters Score -1.641082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326044 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -16410825.000000 Penalty: 1158.049805
	Iteration 270Q: 3 clusters Score -1.641082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326055 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -16410821.000000 Penalty: 1158.049805
	Iteration 271Q: 3 clusters Score -1.641082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326062 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -16410816.000000 Penalty: 1158.049805
	Iteration 272Q: 3 clusters Score -1.641082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326068 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -16410815.000000 Penalty: 1158.049805
	Iteration 273Q: 3 clusters Score -1.641082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326076 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -16410797.000000 Penalty: 1158.049805
	Iteration 274Q: 3 clusters Score -1.64108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326087 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -16410795.000000 Penalty: 1158.049805
	Iteration 275Q: 3 clusters Score -1.64108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326094 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -16410802.000000 Penalty: 1158.049805
	Iteration 276Q: 3 clusters Score -1.64108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326101 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -16410796.000000 Penalty: 1158.049805
	Iteration 277Q: 3 clusters Score -1.64108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326109 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -16410786.000000 Penalty: 1158.049805
	Iteration 278Q: 3 clusters Score -1.641079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326115 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -16410781.000000 Penalty: 1158.049805
	Iteration 279Q: 3 clusters Score -1.641078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326121 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -16410774.000000 Penalty: 1158.049805
	Iteration 280F: 3 clusters Score -1.641077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326126 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -16410780.000000 Penalty: 1158.049805
	Iteration 281Q: 3 clusters Score -1.641078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326127 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -16410784.000000 Penalty: 1158.049805
	Iteration 282Q: 3 clusters Score -1.641078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326128 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -16410786.000000 Penalty: 1158.049805
	Iteration 283Q: 3 clusters Score -1.641079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326129 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -16410780.000000 Penalty: 1158.049805
	Iteration 284Q: 3 clusters Score -1.641078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326129 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -16410780.000000 Penalty: 1158.049805
	Iteration 285F: 3 clusters Score -1.641078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 326129 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
Score: -25293936.000000 Penalty: 11995.464844
Splitting cluster 13 changes total score from -25289346.000000 to -25293936.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 16 (82045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Entering Unmasked Estep 
Score: -4152155.250000 Penalty: 514.833557
	Iteration 0F: 2 clusters Score -4152155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4096811.250000 Penalty: 1029.667114
	Iteration 0F: 3 clusters Score -4096811 nChanged 39869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4122371.750000 Penalty: 1029.667114
	Iteration 1F: 3 clusters Score -4122372 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4124823.250000 Penalty: 1029.667114
	Iteration 2F: 3 clusters Score -4124823 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4128650.250000 Penalty: 1029.667114
	Iteration 3F: 3 clusters Score -4128650 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4133992.500000 Penalty: 1029.667114
	Iteration 4F: 3 clusters Score -4133992 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4138929.000000 Penalty: 1029.667114
	Iteration 5F: 3 clusters Score -4138929 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -4141228.500000 Penalty: 1029.667114
	Iteration 6F: 3 clusters Score -4141228 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4142023.750000 Penalty: 1029.667114
	Iteration 7Q: 3 clusters Score -4142024 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4142402.000000 Penalty: 1029.667114
	Iteration 8Q: 3 clusters Score -4142402 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -4142694.000000 Penalty: 1029.667114
	Iteration 9Q: 3 clusters Score -4142694 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -4142986.500000 Penalty: 1029.667114
	Iteration 10Q: 3 clusters Score -4142986 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -4143275.250000 Penalty: 1029.667114
	Iteration 11Q: 3 clusters Score -4143275 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -4143612.000000 Penalty: 1029.667114
	Iteration 12Q: 3 clusters Score -4143612 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4143943.250000 Penalty: 1029.667114
	Iteration 13Q: 3 clusters Score -4143943 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -4144270.000000 Penalty: 1029.667114
	Iteration 14Q: 3 clusters Score -4144270 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -4144600.750000 Penalty: 1029.667114
	Iteration 15Q: 3 clusters Score -4144601 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -4144926.750000 Penalty: 1029.667114
	Iteration 16Q: 3 clusters Score -4144927 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -4145255.000000 Penalty: 1029.667114
	Iteration 17Q: 3 clusters Score -4145255 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -4145575.500000 Penalty: 1029.667114
	Iteration 18Q: 3 clusters Score -4145576 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -4145811.250000 Penalty: 1029.667114
	Iteration 19Q: 3 clusters Score -4145811 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -4146017.000000 Penalty: 1029.667114
	Iteration 20F: 3 clusters Score -4146017 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -4146191.000000 Penalty: 1029.667114
	Iteration 21Q: 3 clusters Score -4146191 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -4146344.000000 Penalty: 1029.667114
	Iteration 22Q: 3 clusters Score -4146344 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -4146491.500000 Penalty: 1029.667114
	Iteration 23Q: 3 clusters Score -4146492 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -4146603.500000 Penalty: 1029.667114
	Iteration 24Q: 3 clusters Score -4146604 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -4146700.250000 Penalty: 1029.667114
	Iteration 25Q: 3 clusters Score -4146700 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -4146813.250000 Penalty: 1029.667114
	Iteration 26Q: 3 clusters Score -4146813 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -4146906.000000 Penalty: 1029.667114
	Iteration 27Q: 3 clusters Score -4146906 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -4146981.000000 Penalty: 1029.667114
	Iteration 28Q: 3 clusters Score -4146981 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -4147065.500000 Penalty: 1029.667114
	Iteration 29Q: 3 clusters Score -4147066 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -4147137.750000 Penalty: 1029.667114
	Iteration 30Q: 3 clusters Score -4147138 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -4147218.250000 Penalty: 1029.667114
	Iteration 31Q: 3 clusters Score -4147218 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -4147287.750000 Penalty: 1029.667114
	Iteration 32Q: 3 clusters Score -4147288 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -4147379.500000 Penalty: 1029.667114
	Iteration 33Q: 3 clusters Score -4147380 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -4147471.000000 Penalty: 1029.667114
	Iteration 34Q: 3 clusters Score -4147471 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -4147553.500000 Penalty: 1029.667114
	Iteration 35Q: 3 clusters Score -4147554 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -4147651.500000 Penalty: 1029.667114
	Iteration 36Q: 3 clusters Score -4147652 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -4147721.000000 Penalty: 1029.667114
	Iteration 37Q: 3 clusters Score -4147721 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -4147771.000000 Penalty: 1029.667114
	Iteration 38Q: 3 clusters Score -4147771 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -4147826.500000 Penalty: 1029.667114
	Iteration 39Q: 3 clusters Score -4147826 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -4147894.750000 Penalty: 1029.667114
	Iteration 40F: 3 clusters Score -4147895 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -4147962.500000 Penalty: 1029.667114
	Iteration 41Q: 3 clusters Score -4147962 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -4148011.750000 Penalty: 1029.667114
	Iteration 42Q: 3 clusters Score -4148012 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -4148083.750000 Penalty: 1029.667114
	Iteration 43Q: 3 clusters Score -4148084 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -4148147.500000 Penalty: 1029.667114
	Iteration 44Q: 3 clusters Score -4148148 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -4148203.250000 Penalty: 1029.667114
	Iteration 45Q: 3 clusters Score -4148203 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -4148273.000000 Penalty: 1029.667114
	Iteration 46Q: 3 clusters Score -4148273 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -4148351.250000 Penalty: 1029.667114
	Iteration 47Q: 3 clusters Score -4148351 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -4148472.250000 Penalty: 1029.667114
	Iteration 48Q: 3 clusters Score -4148472 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -4148560.500000 Penalty: 1029.667114
	Iteration 49Q: 3 clusters Score -4148560 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -4148647.750000 Penalty: 1029.667114
	Iteration 50Q: 3 clusters Score -4148648 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -4148734.750000 Penalty: 1029.667114
	Iteration 51Q: 3 clusters Score -4148735 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -4148814.250000 Penalty: 1029.667114
	Iteration 52Q: 3 clusters Score -4148814 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -4148883.250000 Penalty: 1029.667114
	Iteration 53Q: 3 clusters Score -4148883 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -4148988.250000 Penalty: 1029.667114
	Iteration 54Q: 3 clusters Score -4148988 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -4149087.500000 Penalty: 1029.667114
	Iteration 55Q: 3 clusters Score -4149088 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -4149200.250000 Penalty: 1029.667114
	Iteration 56Q: 3 clusters Score -4149200 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -4149285.500000 Penalty: 1029.667114
	Iteration 57Q: 3 clusters Score -4149286 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -4149373.250000 Penalty: 1029.667114
	Iteration 58Q: 3 clusters Score -4149373 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -4149463.250000 Penalty: 1029.667114
	Iteration 59Q: 3 clusters Score -4149463 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -4149531.250000 Penalty: 1029.667114
	Iteration 60F: 3 clusters Score -4149531 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -4149618.750000 Penalty: 1029.667114
	Iteration 61Q: 3 clusters Score -4149619 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -4149729.750000 Penalty: 1029.667114
	Iteration 62Q: 3 clusters Score -4149730 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -4149827.750000 Penalty: 1029.667114
	Iteration 63Q: 3 clusters Score -4149828 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -4149941.250000 Penalty: 1029.667114
	Iteration 64Q: 3 clusters Score -4149941 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -4150065.250000 Penalty: 1029.667114
	Iteration 65Q: 3 clusters Score -4150065 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -4150156.500000 Penalty: 1029.667114
	Iteration 66Q: 3 clusters Score -4150156 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -4150256.750000 Penalty: 1029.667114
	Iteration 67Q: 3 clusters Score -4150257 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -4150344.750000 Penalty: 1029.667114
	Iteration 68Q: 3 clusters Score -4150345 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -4150415.750000 Penalty: 1029.667114
	Iteration 69Q: 3 clusters Score -4150416 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -4150506.250000 Penalty: 1029.667114
	Iteration 70Q: 3 clusters Score -4150506 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -4150596.500000 Penalty: 1029.667114
	Iteration 71Q: 3 clusters Score -4150596 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -4150678.750000 Penalty: 1029.667114
	Iteration 72Q: 3 clusters Score -4150679 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -4150750.750000 Penalty: 1029.667114
	Iteration 73Q: 3 clusters Score -4150751 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -4150815.250000 Penalty: 1029.667114
	Iteration 74Q: 3 clusters Score -4150815 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -4150893.000000 Penalty: 1029.667114
	Iteration 75Q: 3 clusters Score -4150893 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -4150943.500000 Penalty: 1029.667114
	Iteration 76Q: 3 clusters Score -4150944 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -4151000.000000 Penalty: 1029.667114
	Iteration 77Q: 3 clusters Score -4151000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -4151059.250000 Penalty: 1029.667114
	Iteration 78Q: 3 clusters Score -4151059 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -4151126.500000 Penalty: 1029.667114
	Iteration 79Q: 3 clusters Score -4151126 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -4151175.750000 Penalty: 1029.667114
	Iteration 80F: 3 clusters Score -4151176 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -4151196.000000 Penalty: 1029.667114
	Iteration 81Q: 3 clusters Score -4151196 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -4151231.750000 Penalty: 1029.667114
	Iteration 82Q: 3 clusters Score -4151232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -4151280.000000 Penalty: 1029.667114
	Iteration 83Q: 3 clusters Score -4151280 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 76861 members 
Entering Unmasked Estep 
Score: -4151324.500000 Penalty: 1029.667114
	Iteration 84Q: 3 clusters Score -4151324 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -4151349.000000 Penalty: 1029.667114
	Iteration 85Q: 3 clusters Score -4151349 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4151370.250000 Penalty: 1029.667114
	Iteration 86Q: 3 clusters Score -4151370 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -4151396.000000 Penalty: 1029.667114
	Iteration 87Q: 3 clusters Score -4151396 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -4151435.250000 Penalty: 1029.667114
	Iteration 88Q: 3 clusters Score -4151435 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -4151469.750000 Penalty: 1029.667114
	Iteration 89Q: 3 clusters Score -4151470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -4151507.500000 Penalty: 1029.667114
	Iteration 90Q: 3 clusters Score -4151508 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -4151538.500000 Penalty: 1029.667114
	Iteration 91Q: 3 clusters Score -4151538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -4151578.250000 Penalty: 1029.667114
	Iteration 92Q: 3 clusters Score -4151578 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -4151600.250000 Penalty: 1029.667114
	Iteration 93Q: 3 clusters Score -4151600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -4151621.750000 Penalty: 1029.667114
	Iteration 94Q: 3 clusters Score -4151622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -4151651.500000 Penalty: 1029.667114
	Iteration 95Q: 3 clusters Score -4151652 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -4151689.750000 Penalty: 1029.667114
	Iteration 96Q: 3 clusters Score -4151690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -4151705.500000 Penalty: 1029.667114
	Iteration 97Q: 3 clusters Score -4151706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -4151720.500000 Penalty: 1029.667114
	Iteration 98Q: 3 clusters Score -4151720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -4151746.750000 Penalty: 1029.667114
	Iteration 99Q: 3 clusters Score -4151747 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -4151765.500000 Penalty: 1029.667114
	Iteration 100F: 3 clusters Score -4151766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -4151774.000000 Penalty: 1029.667114
	Iteration 101Q: 3 clusters Score -4151774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -4151802.000000 Penalty: 1029.667114
	Iteration 102Q: 3 clusters Score -4151802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -4151798.750000 Penalty: 1029.667114
	Iteration 103Q: 3 clusters Score -4151799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -4151830.500000 Penalty: 1029.667114
	Iteration 104Q: 3 clusters Score -4151830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -4151845.750000 Penalty: 1029.667114
	Iteration 105Q: 3 clusters Score -4151846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -4151853.750000 Penalty: 1029.667114
	Iteration 106Q: 3 clusters Score -4151854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -4151852.750000 Penalty: 1029.667114
	Iteration 107Q: 3 clusters Score -4151853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -4151865.250000 Penalty: 1029.667114
	Iteration 108Q: 3 clusters Score -4151865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -4151877.000000 Penalty: 1029.667114
	Iteration 109Q: 3 clusters Score -4151877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -4151877.750000 Penalty: 1029.667114
	Iteration 110Q: 3 clusters Score -4151878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -4151879.500000 Penalty: 1029.667114
	Iteration 111Q: 3 clusters Score -4151880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -4151876.750000 Penalty: 1029.667114
	Iteration 112Q: 3 clusters Score -4151877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -4151874.000000 Penalty: 1029.667114
	Iteration 113Q: 3 clusters Score -4151874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -4151875.250000 Penalty: 1029.667114
	Iteration 114Q: 3 clusters Score -4151875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -4151874.250000 Penalty: 1029.667114
	Iteration 115Q: 3 clusters Score -4151874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -4151874.750000 Penalty: 1029.667114
	Iteration 116Q: 3 clusters Score -4151875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -4151876.500000 Penalty: 1029.667114
	Iteration 117Q: 3 clusters Score -4151876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -4151879.250000 Penalty: 1029.667114
	Iteration 118Q: 3 clusters Score -4151879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -4151880.250000 Penalty: 1029.667114
	Iteration 119Q: 3 clusters Score -4151880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -4151878.750000 Penalty: 1029.667114
	Iteration 120F: 3 clusters Score -4151879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -4151877.250000 Penalty: 1029.667114
	Iteration 121Q: 3 clusters Score -4151877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -4151878.250000 Penalty: 1029.667114
	Iteration 122Q: 3 clusters Score -4151878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -4151878.250000 Penalty: 1029.667114
	Iteration 123Q: 3 clusters Score -4151878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -4151878.250000 Penalty: 1029.667114
	Iteration 124F: 3 clusters Score -4151878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -225646.875000 Penalty: 385.873535
	Iteration 0F: 2 clusters Score -225646.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -222385.296875 Penalty: 771.747070
	Iteration 0F: 3 clusters Score -222385.3 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -223527.343750 Penalty: 771.747070
	Iteration 1F: 3 clusters Score -223527.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -223621.015625 Penalty: 771.747070
	Iteration 2F: 3 clusters Score -223621 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -223746.593750 Penalty: 771.747070
	Iteration 3F: 3 clusters Score -223746.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -223953.140625 Penalty: 771.747070
	Iteration 4F: 3 clusters Score -223953.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -224246.000000 Penalty: 771.747070
	Iteration 5F: 3 clusters Score -224246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224568.625000 Penalty: 771.747070
	Iteration 6F: 3 clusters Score -224568.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -224760.156250 Penalty: 771.747070
	Iteration 7Q: 3 clusters Score -224760.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -224864.484375 Penalty: 771.747070
	Iteration 8Q: 3 clusters Score -224864.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224917.328125 Penalty: 771.747070
	Iteration 9Q: 3 clusters Score -224917.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -224942.687500 Penalty: 771.747070
	Iteration 10Q: 3 clusters Score -224942.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -224961.640625 Penalty: 771.747070
	Iteration 11Q: 3 clusters Score -224961.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -224976.671875 Penalty: 771.747070
	Iteration 12Q: 3 clusters Score -224976.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224991.687500 Penalty: 771.747070
	Iteration 13Q: 3 clusters Score -224991.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -225005.218750 Penalty: 771.747070
	Iteration 14Q: 3 clusters Score -225005.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225018.578125 Penalty: 771.747070
	Iteration 15Q: 3 clusters Score -225018.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -225031.156250 Penalty: 771.747070
	Iteration 16Q: 3 clusters Score -225031.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -225043.046875 Penalty: 771.747070
	Iteration 17Q: 3 clusters Score -225043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225049.671875 Penalty: 771.747070
	Iteration 18Q: 3 clusters Score -225049.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -225056.562500 Penalty: 771.747070
	Iteration 19Q: 3 clusters Score -225056.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225065.687500 Penalty: 771.747070
	Iteration 20F: 3 clusters Score -225065.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -225073.359375 Penalty: 771.747070
	Iteration 21Q: 3 clusters Score -225073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -225079.578125 Penalty: 771.747070
	Iteration 22Q: 3 clusters Score -225079.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -225085.859375 Penalty: 771.747070
	Iteration 23Q: 3 clusters Score -225085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225092.578125 Penalty: 771.747070
	Iteration 24Q: 3 clusters Score -225092.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225099.578125 Penalty: 771.747070
	Iteration 25Q: 3 clusters Score -225099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -225111.109375 Penalty: 771.747070
	Iteration 26Q: 3 clusters Score -225111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225119.015625 Penalty: 771.747070
	Iteration 27Q: 3 clusters Score -225119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -225125.671875 Penalty: 771.747070
	Iteration 28Q: 3 clusters Score -225125.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -225133.703125 Penalty: 771.747070
	Iteration 29Q: 3 clusters Score -225133.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -225143.468750 Penalty: 771.747070
	Iteration 30Q: 3 clusters Score -225143.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -225152.375000 Penalty: 771.747070
	Iteration 31Q: 3 clusters Score -225152.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -225160.750000 Penalty: 771.747070
	Iteration 32Q: 3 clusters Score -225160.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -225167.078125 Penalty: 771.747070
	Iteration 33Q: 3 clusters Score -225167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -225172.546875 Penalty: 771.747070
	Iteration 34Q: 3 clusters Score -225172.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -225174.265625 Penalty: 771.747070
	Iteration 35Q: 3 clusters Score -225174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225176.062500 Penalty: 771.747070
	Iteration 36Q: 3 clusters Score -225176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -225177.578125 Penalty: 771.747070
	Iteration 37Q: 3 clusters Score -225177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -225179.562500 Penalty: 771.747070
	Iteration 38Q: 3 clusters Score -225179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -225183.781250 Penalty: 771.747070
	Iteration 39Q: 3 clusters Score -225183.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -225188.796875 Penalty: 771.747070
	Iteration 40F: 3 clusters Score -225188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -225192.921875 Penalty: 771.747070
	Iteration 41Q: 3 clusters Score -225192.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -225196.531250 Penalty: 771.747070
	Iteration 42Q: 3 clusters Score -225196.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -225203.359375 Penalty: 771.747070
	Iteration 43Q: 3 clusters Score -225203.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -225211.593750 Penalty: 771.747070
	Iteration 44Q: 3 clusters Score -225211.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -225220.453125 Penalty: 771.747070
	Iteration 45Q: 3 clusters Score -225220.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -225226.109375 Penalty: 771.747070
	Iteration 46Q: 3 clusters Score -225226.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -225229.578125 Penalty: 771.747070
	Iteration 47Q: 3 clusters Score -225229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -225233.203125 Penalty: 771.747070
	Iteration 48Q: 3 clusters Score -225233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -225235.656250 Penalty: 771.747070
	Iteration 49Q: 3 clusters Score -225235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -225238.937500 Penalty: 771.747070
	Iteration 50Q: 3 clusters Score -225238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -225244.421875 Penalty: 771.747070
	Iteration 51Q: 3 clusters Score -225244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -225250.140625 Penalty: 771.747070
	Iteration 52Q: 3 clusters Score -225250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -225253.531250 Penalty: 771.747070
	Iteration 53Q: 3 clusters Score -225253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -225261.703125 Penalty: 771.747070
	Iteration 54Q: 3 clusters Score -225261.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -225267.265625 Penalty: 771.747070
	Iteration 55Q: 3 clusters Score -225267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -225272.609375 Penalty: 771.747070
	Iteration 56Q: 3 clusters Score -225272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -225277.203125 Penalty: 771.747070
	Iteration 57Q: 3 clusters Score -225277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -225280.828125 Penalty: 771.747070
	Iteration 58Q: 3 clusters Score -225280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -225284.343750 Penalty: 771.747070
	Iteration 59Q: 3 clusters Score -225284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -225287.640625 Penalty: 771.747070
	Iteration 60F: 3 clusters Score -225287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -225289.015625 Penalty: 771.747070
	Iteration 61Q: 3 clusters Score -225289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -225290.000000 Penalty: 771.747070
	Iteration 62Q: 3 clusters Score -225290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -225290.656250 Penalty: 771.747070
	Iteration 63Q: 3 clusters Score -225290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -225291.281250 Penalty: 771.747070
	Iteration 64Q: 3 clusters Score -225291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -225291.593750 Penalty: 771.747070
	Iteration 65Q: 3 clusters Score -225291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -225292.062500 Penalty: 771.747070
	Iteration 66Q: 3 clusters Score -225292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -225294.375000 Penalty: 771.747070
	Iteration 67Q: 3 clusters Score -225294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -225298.812500 Penalty: 771.747070
	Iteration 68Q: 3 clusters Score -225298.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -225299.406250 Penalty: 771.747070
	Iteration 69Q: 3 clusters Score -225299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -225300.171875 Penalty: 771.747070
	Iteration 70Q: 3 clusters Score -225300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -225300.781250 Penalty: 771.747070
	Iteration 71Q: 3 clusters Score -225300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -225301.062500 Penalty: 771.747070
	Iteration 72Q: 3 clusters Score -225301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -225301.328125 Penalty: 771.747070
	Iteration 73Q: 3 clusters Score -225301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -225302.250000 Penalty: 771.747070
	Iteration 74Q: 3 clusters Score -225302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -225302.656250 Penalty: 771.747070
	Iteration 75Q: 3 clusters Score -225302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -225302.906250 Penalty: 771.747070
	Iteration 76Q: 3 clusters Score -225302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -225303.328125 Penalty: 771.747070
	Iteration 77Q: 3 clusters Score -225303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -225304.406250 Penalty: 771.747070
	Iteration 78Q: 3 clusters Score -225304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -225304.828125 Penalty: 771.747070
	Iteration 79Q: 3 clusters Score -225304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -225305.359375 Penalty: 771.747070
	Iteration 80F: 3 clusters Score -225305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -225305.578125 Penalty: 771.747070
	Iteration 81Q: 3 clusters Score -225305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -225308.812500 Penalty: 771.747070
	Iteration 82Q: 3 clusters Score -225308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -225310.937500 Penalty: 771.747070
	Iteration 83Q: 3 clusters Score -225310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -225313.031250 Penalty: 771.747070
	Iteration 84Q: 3 clusters Score -225313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -225315.296875 Penalty: 771.747070
	Iteration 85Q: 3 clusters Score -225315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -225320.203125 Penalty: 771.747070
	Iteration 86Q: 3 clusters Score -225320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -225322.593750 Penalty: 771.747070
	Iteration 87Q: 3 clusters Score -225322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -225323.343750 Penalty: 771.747070
	Iteration 88Q: 3 clusters Score -225323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -225323.937500 Penalty: 771.747070
	Iteration 89Q: 3 clusters Score -225323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -225324.125000 Penalty: 771.747070
	Iteration 90Q: 3 clusters Score -225324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -225324.625000 Penalty: 771.747070
	Iteration 91Q: 3 clusters Score -225324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -225327.421875 Penalty: 771.747070
	Iteration 92Q: 3 clusters Score -225327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -225331.531250 Penalty: 771.747070
	Iteration 93Q: 3 clusters Score -225331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -225335.203125 Penalty: 771.747070
	Iteration 94Q: 3 clusters Score -225335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -225338.828125 Penalty: 771.747070
	Iteration 95Q: 3 clusters Score -225338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -225340.343750 Penalty: 771.747070
	Iteration 96Q: 3 clusters Score -225340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -225340.953125 Penalty: 771.747070
	Iteration 97Q: 3 clusters Score -225341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -225340.953125 Penalty: 771.747070
	Iteration 98F: 3 clusters Score -225341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -103401.492188 Penalty: 353.159393
	Iteration 0F: 2 clusters Score -103401.5 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 1148 members 
Entering Unmasked Estep 
Score: -101742.210938 Penalty: 706.318787
	Iteration 0F: 3 clusters Score -101742.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102486.398438 Penalty: 706.318787
	Iteration 1F: 3 clusters Score -102486.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102798.312500 Penalty: 706.318787
	Iteration 2F: 3 clusters Score -102798.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -103105.328125 Penalty: 706.318787
	Iteration 3F: 3 clusters Score -103105.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103302.867188 Penalty: 706.318787
	Iteration 4F: 3 clusters Score -103302.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103386.218750 Penalty: 706.318787
	Iteration 5Q: 3 clusters Score -103386.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103411.101562 Penalty: 706.318787
	Iteration 6Q: 3 clusters Score -103411.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103424.179688 Penalty: 706.318787
	Iteration 7Q: 3 clusters Score -103424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103426.648438 Penalty: 706.318787
	Iteration 8Q: 3 clusters Score -103426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103428.273438 Penalty: 706.318787
	Iteration 9Q: 3 clusters Score -103428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103428.937500 Penalty: 706.318787
	Iteration 10Q: 3 clusters Score -103428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103428.976562 Penalty: 706.318787
	Iteration 11Q: 3 clusters Score -103429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103429.187500 Penalty: 706.318787
	Iteration 12Q: 3 clusters Score -103429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103429.187500 Penalty: 706.318787
	Iteration 13F: 3 clusters Score -103429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 326129 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 510 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 404 members 
Entering Unmasked Estep 
Score: -25293698.000000 Penalty: 12595.238281
Splitting cluster 18 changes total score from -25289346.000000 to -25293698.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -22941.042969 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -22941.04 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 235 members 
Entering Unmasked Estep 
Score: -22500.927734 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -22500.93 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22697.494141 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -22697.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22823.681641 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -22823.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22887.191406 Penalty: 567.331360
	Iteration 3F: 3 clusters Score -22887.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22919.656250 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -22919.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22941.156250 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -22941.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22953.308594 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -22953.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22959.257812 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -22959.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22963.929688 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -22963.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22967.953125 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -22967.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22969.958984 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -22969.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22970.525391 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -22970.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22970.525391 Penalty: 567.331360
	Iteration 12F: 3 clusters Score -22970.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 326129 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 10192 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 113 members 
Entering Unmasked Estep 
Score: -25293422.000000 Penalty: 13195.011719
Splitting cluster 19 changes total score from -25289346.000000 to -25293422.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (9237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Entering Unmasked Estep 
Score: -481420.875000 Penalty: 415.459259
	Iteration 0F: 2 clusters Score -481420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -475280.468750 Penalty: 830.918518
	Iteration 0F: 3 clusters Score -475280.5 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -477643.281250 Penalty: 830.918518
	Iteration 1F: 3 clusters Score -477643.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -478106.968750 Penalty: 830.918518
	Iteration 2F: 3 clusters Score -478107 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -478738.375000 Penalty: 830.918518
	Iteration 3F: 3 clusters Score -478738.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -479533.062500 Penalty: 830.918518
	Iteration 4F: 3 clusters Score -479533.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -480228.718750 Penalty: 830.918518
	Iteration 5F: 3 clusters Score -480228.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -480517.000000 Penalty: 830.918518
	Iteration 6F: 3 clusters Score -480517 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -480624.125000 Penalty: 830.918518
	Iteration 7Q: 3 clusters Score -480624.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -480677.406250 Penalty: 830.918518
	Iteration 8Q: 3 clusters Score -480677.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -480720.687500 Penalty: 830.918518
	Iteration 9Q: 3 clusters Score -480720.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -480742.187500 Penalty: 830.918518
	Iteration 10Q: 3 clusters Score -480742.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -480759.593750 Penalty: 830.918518
	Iteration 11Q: 3 clusters Score -480759.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -480780.093750 Penalty: 830.918518
	Iteration 12Q: 3 clusters Score -480780.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -480797.156250 Penalty: 830.918518
	Iteration 13Q: 3 clusters Score -480797.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -480810.125000 Penalty: 830.918518
	Iteration 14Q: 3 clusters Score -480810.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -480825.125000 Penalty: 830.918518
	Iteration 15Q: 3 clusters Score -480825.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -480838.312500 Penalty: 830.918518
	Iteration 16Q: 3 clusters Score -480838.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -480850.312500 Penalty: 830.918518
	Iteration 17Q: 3 clusters Score -480850.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -480861.500000 Penalty: 830.918518
	Iteration 18Q: 3 clusters Score -480861.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -480871.781250 Penalty: 830.918518
	Iteration 19Q: 3 clusters Score -480871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -480882.031250 Penalty: 830.918518
	Iteration 20F: 3 clusters Score -480882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -480897.812500 Penalty: 830.918518
	Iteration 21Q: 3 clusters Score -480897.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -480909.718750 Penalty: 830.918518
	Iteration 22Q: 3 clusters Score -480909.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -480923.375000 Penalty: 830.918518
	Iteration 23Q: 3 clusters Score -480923.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -480936.687500 Penalty: 830.918518
	Iteration 24Q: 3 clusters Score -480936.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -480942.187500 Penalty: 830.918518
	Iteration 25Q: 3 clusters Score -480942.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -480949.093750 Penalty: 830.918518
	Iteration 26Q: 3 clusters Score -480949.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -480955.031250 Penalty: 830.918518
	Iteration 27Q: 3 clusters Score -480955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -480962.281250 Penalty: 830.918518
	Iteration 28Q: 3 clusters Score -480962.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -480966.468750 Penalty: 830.918518
	Iteration 29Q: 3 clusters Score -480966.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -480972.031250 Penalty: 830.918518
	Iteration 30Q: 3 clusters Score -480972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -480976.781250 Penalty: 830.918518
	Iteration 31Q: 3 clusters Score -480976.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -480983.656250 Penalty: 830.918518
	Iteration 32Q: 3 clusters Score -480983.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -480989.375000 Penalty: 830.918518
	Iteration 33Q: 3 clusters Score -480989.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -480993.125000 Penalty: 830.918518
	Iteration 34Q: 3 clusters Score -480993.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -480997.531250 Penalty: 830.918518
	Iteration 35Q: 3 clusters Score -480997.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -481000.750000 Penalty: 830.918518
	Iteration 36Q: 3 clusters Score -481000.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -481004.562500 Penalty: 830.918518
	Iteration 37Q: 3 clusters Score -481004.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -481006.312500 Penalty: 830.918518
	Iteration 38Q: 3 clusters Score -481006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -481009.937500 Penalty: 830.918518
	Iteration 39Q: 3 clusters Score -481009.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -481012.343750 Penalty: 830.918518
	Iteration 40F: 3 clusters Score -481012.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -481017.312500 Penalty: 830.918518
	Iteration 41Q: 3 clusters Score -481017.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -481021.000000 Penalty: 830.918518
	Iteration 42Q: 3 clusters Score -481021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -481022.906250 Penalty: 830.918518
	Iteration 43Q: 3 clusters Score -481022.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -481025.625000 Penalty: 830.918518
	Iteration 44Q: 3 clusters Score -481025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -481029.906250 Penalty: 830.918518
	Iteration 45Q: 3 clusters Score -481029.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -481035.031250 Penalty: 830.918518
	Iteration 46Q: 3 clusters Score -481035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -481039.156250 Penalty: 830.918518
	Iteration 47Q: 3 clusters Score -481039.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -481044.312500 Penalty: 830.918518
	Iteration 48Q: 3 clusters Score -481044.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -481052.093750 Penalty: 830.918518
	Iteration 49Q: 3 clusters Score -481052.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -481057.156250 Penalty: 830.918518
	Iteration 50Q: 3 clusters Score -481057.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -481063.156250 Penalty: 830.918518
	Iteration 51Q: 3 clusters Score -481063.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -481066.625000 Penalty: 830.918518
	Iteration 52Q: 3 clusters Score -481066.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -481068.031250 Penalty: 830.918518
	Iteration 53Q: 3 clusters Score -481068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -481067.906250 Penalty: 830.918518
	Iteration 54Q: 3 clusters Score -481067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -481068.218750 Penalty: 830.918518
	Iteration 55Q: 3 clusters Score -481068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -481069.000000 Penalty: 830.918518
	Iteration 56Q: 3 clusters Score -481069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -481071.312500 Penalty: 830.918518
	Iteration 57Q: 3 clusters Score -481071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -481072.093750 Penalty: 830.918518
	Iteration 58Q: 3 clusters Score -481072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -481072.937500 Penalty: 830.918518
	Iteration 59Q: 3 clusters Score -481072.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -481075.968750 Penalty: 830.918518
	Iteration 60F: 3 clusters Score -481076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -481076.875000 Penalty: 830.918518
	Iteration 61Q: 3 clusters Score -481076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -481076.531250 Penalty: 830.918518
	Iteration 62Q: 3 clusters Score -481076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -481079.375000 Penalty: 830.918518
	Iteration 63Q: 3 clusters Score -481079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -481080.218750 Penalty: 830.918518
	Iteration 64Q: 3 clusters Score -481080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -481081.937500 Penalty: 830.918518
	Iteration 65Q: 3 clusters Score -481081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -481082.187500 Penalty: 830.918518
	Iteration 66Q: 3 clusters Score -481082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -481083.218750 Penalty: 830.918518
	Iteration 67Q: 3 clusters Score -481083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -481084.218750 Penalty: 830.918518
	Iteration 68Q: 3 clusters Score -481084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -481084.187500 Penalty: 830.918518
	Iteration 69Q: 3 clusters Score -481084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -481085.000000 Penalty: 830.918518
	Iteration 70Q: 3 clusters Score -481085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -481084.437500 Penalty: 830.918518
	Iteration 71Q: 3 clusters Score -481084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -481084.437500 Penalty: 830.918518
	Iteration 72F: 3 clusters Score -481084.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 27023 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8482 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 326129 members 
Mstep: Class 16 contains 82045 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 20 contains 9237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293624.000000 Penalty: 13195.011719
Iteration 79Q: 23 clusters Score -2.529362e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 17002 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26783 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 29443 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 327764 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 10188 members 
Mstep: Class 16 contains 81685 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 390 members 
Mstep: Class 20 contains 9061 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293688.000000 Penalty: 13195.011719
Iteration 80F: 23 clusters Score -2.529369e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 16719 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26679 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 29008 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 329050 members 
Mstep: Class 14 contains 248 members 
Mstep: Class 15 contains 10297 members 
Mstep: Class 16 contains 81325 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8900 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293844.000000 Penalty: 13195.011719
Iteration 81Q: 23 clusters Score -2.529384e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 16454 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26590 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 8161 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 28605 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 330183 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 80999 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 379 members 
Mstep: Class 20 contains 8787 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293764.000000 Penalty: 13195.011719
Iteration 82Q: 23 clusters Score -2.529376e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 16207 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26530 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 8074 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 5819 members 
Mstep: Class 11 contains 28206 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 331192 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 10517 members 
Mstep: Class 16 contains 80715 members 
Mstep: Class 17 contains 4794 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293722.000000 Penalty: 13195.011719
Iteration 83Q: 23 clusters Score -2.529372e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26487 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7993 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 27810 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 332119 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 10660 members 
Mstep: Class 16 contains 80404 members 
Mstep: Class 17 contains 4782 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8573 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293660.000000 Penalty: 13195.011719
Iteration 84Q: 23 clusters Score -2.529366e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 15829 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 812 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 27455 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 332915 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 10810 members 
Mstep: Class 16 contains 80131 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293648.000000 Penalty: 13195.011719
Iteration 85Q: 23 clusters Score -2.529365e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7831 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 27146 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 333602 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 79873 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293732.000000 Penalty: 13195.011719
Iteration 86Q: 23 clusters Score -2.529373e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 26828 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 334244 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 11169 members 
Mstep: Class 16 contains 79636 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8378 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293534.000000 Penalty: 13195.011719
Iteration 87Q: 23 clusters Score -2.529353e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7658 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 26516 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 334796 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8319 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293488.000000 Penalty: 13195.011719
Iteration 88Q: 23 clusters Score -2.529349e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 15208 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26405 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 820 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 26233 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 335335 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 79221 members 
Mstep: Class 17 contains 4716 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8261 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293410.000000 Penalty: 13195.011719
Iteration 89Q: 23 clusters Score -2.529341e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7476 members 
Mstep: Class 9 contains 821 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 25943 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 335800 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 11836 members 
Mstep: Class 16 contains 79040 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 419 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293216.000000 Penalty: 13195.011719
Iteration 90Q: 23 clusters Score -2.529322e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 336185 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 12101 members 
Mstep: Class 16 contains 78892 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293064.000000 Penalty: 13195.011719
Iteration 91Q: 23 clusters Score -2.529306e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 25364 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 336476 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 12381 members 
Mstep: Class 16 contains 78779 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 2777 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8143 members 
Mstep: Class 21 contains 426 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293120.000000 Penalty: 13195.011719
Iteration 92Q: 23 clusters Score -2.529312e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26399 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 5810 members 
Mstep: Class 11 contains 25051 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 336798 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 12635 members 
Mstep: Class 16 contains 78673 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292986.000000 Penalty: 13195.011719
Iteration 93Q: 23 clusters Score -2.529299e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 14672 members 
Mstep: Class 4 contains 811 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 24737 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337058 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 12899 members 
Mstep: Class 16 contains 78571 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292922.000000 Penalty: 13195.011719
Iteration 94Q: 23 clusters Score -2.529292e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 14580 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337301 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 13170 members 
Mstep: Class 16 contains 78458 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292932.000000 Penalty: 13195.011719
Iteration 95Q: 23 clusters Score -2.529293e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26480 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7115 members 
Mstep: Class 9 contains 823 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 24162 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337512 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 78356 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292978.000000 Penalty: 13195.011719
Iteration 96Q: 23 clusters Score -2.529298e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 14412 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26495 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 7078 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 5743 members 
Mstep: Class 11 contains 23895 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337672 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 13749 members 
Mstep: Class 16 contains 78253 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293034.000000 Penalty: 13195.011719
Iteration 97Q: 23 clusters Score -2.529303e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26513 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 23658 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337769 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 14077 members 
Mstep: Class 16 contains 78137 members 
Mstep: Class 17 contains 4489 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8070 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293074.000000 Penalty: 13195.011719
Iteration 98Q: 23 clusters Score -2.529307e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26513 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 23442 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 337883 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 77994 members 
Mstep: Class 17 contains 4462 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292960.000000 Penalty: 13195.011719
Iteration 99Q: 23 clusters Score -2.529296e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 823 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 23219 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338035 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 14700 members 
Mstep: Class 16 contains 77848 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8055 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292944.000000 Penalty: 13195.011719
Iteration 100F: 23 clusters Score -2.529294e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26520 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 821 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 23004 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338180 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 16 contains 77693 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 464 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292926.000000 Penalty: 13195.011719
Iteration 101Q: 23 clusters Score -2.529293e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 14163 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26548 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338336 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 15303 members 
Mstep: Class 16 contains 77529 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292830.000000 Penalty: 13195.011719
Iteration 102Q: 23 clusters Score -2.529283e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 14111 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26583 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6949 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 22489 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338511 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 15599 members 
Mstep: Class 16 contains 77376 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8041 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292726.000000 Penalty: 13195.011719
Iteration 103Q: 23 clusters Score -2.529273e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26606 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 22212 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338690 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 77243 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 3476 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292886.000000 Penalty: 13195.011719
Iteration 104Q: 23 clusters Score -2.529289e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26632 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 21944 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338823 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 16219 members 
Mstep: Class 16 contains 77108 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 490 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292930.000000 Penalty: 13195.011719
Iteration 105Q: 23 clusters Score -2.529293e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 13922 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26652 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6911 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 21682 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338898 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 16594 members 
Mstep: Class 16 contains 76970 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293128.000000 Penalty: 13195.011719
Iteration 106Q: 23 clusters Score -2.529313e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26701 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6900 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 21429 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 338997 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 16948 members 
Mstep: Class 16 contains 76817 members 
Mstep: Class 17 contains 4265 members 
Mstep: Class 18 contains 3637 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293224.000000 Penalty: 13195.011719
Iteration 107Q: 23 clusters Score -2.529322e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26759 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6900 members 
Mstep: Class 9 contains 788 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 21174 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339091 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 17293 members 
Mstep: Class 16 contains 76677 members 
Mstep: Class 17 contains 4242 members 
Mstep: Class 18 contains 3676 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293248.000000 Penalty: 13195.011719
Iteration 108Q: 23 clusters Score -2.529325e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26817 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 11 contains 20897 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339257 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 17630 members 
Mstep: Class 16 contains 76525 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 3708 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8031 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293324.000000 Penalty: 13195.011719
Iteration 109Q: 23 clusters Score -2.529332e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26863 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6875 members 
Mstep: Class 9 contains 784 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 20624 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339411 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 17962 members 
Mstep: Class 16 contains 76381 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8024 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293272.000000 Penalty: 13195.011719
Iteration 110Q: 23 clusters Score -2.529327e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 13461 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 20349 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339565 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 18287 members 
Mstep: Class 16 contains 76244 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8023 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293416.000000 Penalty: 13195.011719
Iteration 111Q: 23 clusters Score -2.529342e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 810 members 
Mstep: Class 5 contains 26962 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6856 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 20026 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339764 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 18617 members 
Mstep: Class 16 contains 76101 members 
Mstep: Class 17 contains 4187 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8024 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293392.000000 Penalty: 13195.011719
Iteration 112Q: 23 clusters Score -2.529339e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 13253 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27050 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 5180 members 
Mstep: Class 11 contains 19701 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 339894 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 18954 members 
Mstep: Class 16 contains 75996 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8026 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293410.000000 Penalty: 13195.011719
Iteration 113Q: 23 clusters Score -2.529341e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27143 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340023 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 75870 members 
Mstep: Class 17 contains 4150 members 
Mstep: Class 18 contains 3872 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293466.000000 Penalty: 13195.011719
Iteration 114Q: 23 clusters Score -2.529347e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27213 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340126 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 75754 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 18 contains 3889 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8024 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293548.000000 Penalty: 13195.011719
Iteration 115Q: 23 clusters Score -2.529355e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27268 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 18865 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340206 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 75641 members 
Mstep: Class 17 contains 4103 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8023 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293526.000000 Penalty: 13195.011719
Iteration 116Q: 23 clusters Score -2.529353e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27353 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 18592 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340227 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 20421 members 
Mstep: Class 16 contains 75540 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8024 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293708.000000 Penalty: 13195.011719
Iteration 117Q: 23 clusters Score -2.529371e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 27423 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340227 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 20833 members 
Mstep: Class 16 contains 75438 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8030 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293928.000000 Penalty: 13195.011719
Iteration 118Q: 23 clusters Score -2.529393e+07 nChanged 1097
Entering ConstructFrom: 
Score: -25293928.000000 Penalty: 13195.011719
Entering ConstructFrom: 
Trying to split cluster 1 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -128872.664062 Penalty: 358.473297
	Iteration 0F: 2 clusters Score -128872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -127032.460938 Penalty: 716.946594
	Iteration 0F: 3 clusters Score -127032.5 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -127675.617188 Penalty: 716.946594
	Iteration 1F: 3 clusters Score -127675.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -127798.218750 Penalty: 716.946594
	Iteration 2F: 3 clusters Score -127798.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -127920.226562 Penalty: 716.946594
	Iteration 3F: 3 clusters Score -127920.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -128042.742188 Penalty: 716.946594
	Iteration 4F: 3 clusters Score -128042.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -128152.617188 Penalty: 716.946594
	Iteration 5F: 3 clusters Score -128152.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -128257.773438 Penalty: 716.946594
	Iteration 6F: 3 clusters Score -128257.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -128305.882812 Penalty: 716.946594
	Iteration 7Q: 3 clusters Score -128305.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -128338.406250 Penalty: 716.946594
	Iteration 8Q: 3 clusters Score -128338.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128352.765625 Penalty: 716.946594
	Iteration 9Q: 3 clusters Score -128352.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -128359.054688 Penalty: 716.946594
	Iteration 10Q: 3 clusters Score -128359.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128366.656250 Penalty: 716.946594
	Iteration 11Q: 3 clusters Score -128366.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -128373.125000 Penalty: 716.946594
	Iteration 12Q: 3 clusters Score -128373.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -128381.218750 Penalty: 716.946594
	Iteration 13Q: 3 clusters Score -128381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -128384.968750 Penalty: 716.946594
	Iteration 14Q: 3 clusters Score -128385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -128391.226562 Penalty: 716.946594
	Iteration 15Q: 3 clusters Score -128391.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -128394.359375 Penalty: 716.946594
	Iteration 16Q: 3 clusters Score -128394.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -128396.398438 Penalty: 716.946594
	Iteration 17Q: 3 clusters Score -128396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -128398.703125 Penalty: 716.946594
	Iteration 18Q: 3 clusters Score -128398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -128399.460938 Penalty: 716.946594
	Iteration 19Q: 3 clusters Score -128399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128401.375000 Penalty: 716.946594
	Iteration 20F: 3 clusters Score -128401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128404.484375 Penalty: 716.946594
	Iteration 21Q: 3 clusters Score -128404.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -128409.093750 Penalty: 716.946594
	Iteration 22Q: 3 clusters Score -128409.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -128413.812500 Penalty: 716.946594
	Iteration 23Q: 3 clusters Score -128413.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -128417.625000 Penalty: 716.946594
	Iteration 24Q: 3 clusters Score -128417.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128421.304688 Penalty: 716.946594
	Iteration 25Q: 3 clusters Score -128421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -128423.601562 Penalty: 716.946594
	Iteration 26Q: 3 clusters Score -128423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -128426.078125 Penalty: 716.946594
	Iteration 27Q: 3 clusters Score -128426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -128428.296875 Penalty: 716.946594
	Iteration 28Q: 3 clusters Score -128428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -128429.710938 Penalty: 716.946594
	Iteration 29Q: 3 clusters Score -128429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -128431.351562 Penalty: 716.946594
	Iteration 30Q: 3 clusters Score -128431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -128433.312500 Penalty: 716.946594
	Iteration 31Q: 3 clusters Score -128433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -128438.156250 Penalty: 716.946594
	Iteration 32Q: 3 clusters Score -128438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -128440.367188 Penalty: 716.946594
	Iteration 33Q: 3 clusters Score -128440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -128441.828125 Penalty: 716.946594
	Iteration 34Q: 3 clusters Score -128441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -128444.328125 Penalty: 716.946594
	Iteration 35Q: 3 clusters Score -128444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -128445.273438 Penalty: 716.946594
	Iteration 36Q: 3 clusters Score -128445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -128446.687500 Penalty: 716.946594
	Iteration 37Q: 3 clusters Score -128446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -128448.390625 Penalty: 716.946594
	Iteration 38Q: 3 clusters Score -128448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128450.976562 Penalty: 716.946594
	Iteration 39Q: 3 clusters Score -128451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -128455.554688 Penalty: 716.946594
	Iteration 40F: 3 clusters Score -128455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -128465.742188 Penalty: 716.946594
	Iteration 41Q: 3 clusters Score -128465.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -128475.695312 Penalty: 716.946594
	Iteration 42Q: 3 clusters Score -128475.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -128488.984375 Penalty: 716.946594
	Iteration 43Q: 3 clusters Score -128489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128500.781250 Penalty: 716.946594
	Iteration 44Q: 3 clusters Score -128500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -128508.898438 Penalty: 716.946594
	Iteration 45Q: 3 clusters Score -128508.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -128514.320312 Penalty: 716.946594
	Iteration 46Q: 3 clusters Score -128514.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -128519.132812 Penalty: 716.946594
	Iteration 47Q: 3 clusters Score -128519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -128522.875000 Penalty: 716.946594
	Iteration 48Q: 3 clusters Score -128522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128526.414062 Penalty: 716.946594
	Iteration 49Q: 3 clusters Score -128526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128531.812500 Penalty: 716.946594
	Iteration 50Q: 3 clusters Score -128531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128535.882812 Penalty: 716.946594
	Iteration 51Q: 3 clusters Score -128535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128541.312500 Penalty: 716.946594
	Iteration 52Q: 3 clusters Score -128541.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128545.937500 Penalty: 716.946594
	Iteration 53Q: 3 clusters Score -128545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128548.460938 Penalty: 716.946594
	Iteration 54Q: 3 clusters Score -128548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -128550.875000 Penalty: 716.946594
	Iteration 55Q: 3 clusters Score -128550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128554.390625 Penalty: 716.946594
	Iteration 56Q: 3 clusters Score -128554.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128558.335938 Penalty: 716.946594
	Iteration 57Q: 3 clusters Score -128558.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128563.164062 Penalty: 716.946594
	Iteration 58Q: 3 clusters Score -128563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128567.281250 Penalty: 716.946594
	Iteration 59Q: 3 clusters Score -128567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128570.742188 Penalty: 716.946594
	Iteration 60F: 3 clusters Score -128570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128572.023438 Penalty: 716.946594
	Iteration 61Q: 3 clusters Score -128572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -128572.304688 Penalty: 716.946594
	Iteration 62Q: 3 clusters Score -128572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128572.578125 Penalty: 716.946594
	Iteration 63Q: 3 clusters Score -128572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128572.921875 Penalty: 716.946594
	Iteration 64Q: 3 clusters Score -128572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128573.523438 Penalty: 716.946594
	Iteration 65Q: 3 clusters Score -128573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128573.523438 Penalty: 716.946594
	Iteration 66F: 3 clusters Score -128573.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -28805.207031 Penalty: 292.625580
	Iteration 0F: 2 clusters Score -28805.21 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 301 members 
Entering Unmasked Estep 
Score: -28223.603516 Penalty: 585.251160
	Iteration 0F: 3 clusters Score -28223.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28378.205078 Penalty: 585.251160
	Iteration 1F: 3 clusters Score -28378.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28421.808594 Penalty: 585.251160
	Iteration 2F: 3 clusters Score -28421.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28432.015625 Penalty: 585.251160
	Iteration 3Q: 3 clusters Score -28432.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28434.863281 Penalty: 585.251160
	Iteration 4Q: 3 clusters Score -28434.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28436.632812 Penalty: 585.251160
	Iteration 5Q: 3 clusters Score -28436.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28440.357422 Penalty: 585.251160
	Iteration 6Q: 3 clusters Score -28440.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28443.091797 Penalty: 585.251160
	Iteration 7Q: 3 clusters Score -28443.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28445.099609 Penalty: 585.251160
	Iteration 8Q: 3 clusters Score -28445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28446.923828 Penalty: 585.251160
	Iteration 9Q: 3 clusters Score -28446.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28448.740234 Penalty: 585.251160
	Iteration 10Q: 3 clusters Score -28448.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28454.082031 Penalty: 585.251160
	Iteration 11Q: 3 clusters Score -28454.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28460.869141 Penalty: 585.251160
	Iteration 12Q: 3 clusters Score -28460.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28466.603516 Penalty: 585.251160
	Iteration 13Q: 3 clusters Score -28466.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28473.173828 Penalty: 585.251160
	Iteration 14Q: 3 clusters Score -28473.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28478.394531 Penalty: 585.251160
	Iteration 15Q: 3 clusters Score -28478.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28482.871094 Penalty: 585.251160
	Iteration 16Q: 3 clusters Score -28482.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28487.935547 Penalty: 585.251160
	Iteration 17Q: 3 clusters Score -28487.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28497.822266 Penalty: 585.251160
	Iteration 18Q: 3 clusters Score -28497.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28507.083984 Penalty: 585.251160
	Iteration 19Q: 3 clusters Score -28507.08 nChanged 14
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: -28515.566406 Penalty: 585.251160
	Iteration 20F: 3 clusters Score -28515.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28526.638672 Penalty: 585.251160
	Iteration 21Q: 3 clusters Score -28526.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28536.164062 Penalty: 585.251160
	Iteration 22Q: 3 clusters Score -28536.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28542.123047 Penalty: 585.251160
	Iteration 23Q: 3 clusters Score -28542.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28549.169922 Penalty: 585.251160
	Iteration 24Q: 3 clusters Score -28549.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28559.054688 Penalty: 585.251160
	Iteration 25Q: 3 clusters Score -28559.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28566.761719 Penalty: 585.251160
	Iteration 26Q: 3 clusters Score -28566.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28574.341797 Penalty: 585.251160
	Iteration 27Q: 3 clusters Score -28574.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28578.791016 Penalty: 585.251160
	Iteration 28Q: 3 clusters Score -28578.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28581.406250 Penalty: 585.251160
	Iteration 29Q: 3 clusters Score -28581.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28582.806641 Penalty: 585.251160
	Iteration 30Q: 3 clusters Score -28582.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28583.890625 Penalty: 585.251160
	Iteration 31Q: 3 clusters Score -28583.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28584.396484 Penalty: 585.251160
	Iteration 32Q: 3 clusters Score -28584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28585.273438 Penalty: 585.251160
	Iteration 33Q: 3 clusters Score -28585.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28586.392578 Penalty: 585.251160
	Iteration 34Q: 3 clusters Score -28586.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28586.392578 Penalty: 585.251160
	Iteration 35F: 3 clusters Score -28586.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Entering Unmasked Estep 
Score: -610624.625000 Penalty: 429.593262
	Iteration 0F: 2 clusters Score -610624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -602251.062500 Penalty: 859.186523
	Iteration 0F: 3 clusters Score -602251.1 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -605514.562500 Penalty: 859.186523
	Iteration 1F: 3 clusters Score -605514.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -605739.187500 Penalty: 859.186523
	Iteration 2Q: 3 clusters Score -605739.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -606023.687500 Penalty: 859.186523
	Iteration 3F: 3 clusters Score -606023.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -606419.937500 Penalty: 859.186523
	Iteration 4F: 3 clusters Score -606419.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -607008.312500 Penalty: 859.186523
	Iteration 5F: 3 clusters Score -607008.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -607802.375000 Penalty: 859.186523
	Iteration 6F: 3 clusters Score -607802.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -608657.875000 Penalty: 859.186523
	Iteration 7F: 3 clusters Score -608657.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -609405.187500 Penalty: 859.186523
	Iteration 8F: 3 clusters Score -609405.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -609903.000000 Penalty: 859.186523
	Iteration 9Q: 3 clusters Score -609903 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -610121.375000 Penalty: 859.186523
	Iteration 10Q: 3 clusters Score -610121.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -610216.250000 Penalty: 859.186523
	Iteration 11Q: 3 clusters Score -610216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -610257.375000 Penalty: 859.186523
	Iteration 12Q: 3 clusters Score -610257.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -610281.312500 Penalty: 859.186523
	Iteration 13Q: 3 clusters Score -610281.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -610299.250000 Penalty: 859.186523
	Iteration 14Q: 3 clusters Score -610299.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -610312.562500 Penalty: 859.186523
	Iteration 15Q: 3 clusters Score -610312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -610317.125000 Penalty: 859.186523
	Iteration 16Q: 3 clusters Score -610317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -610321.875000 Penalty: 859.186523
	Iteration 17Q: 3 clusters Score -610321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -610324.375000 Penalty: 859.186523
	Iteration 18Q: 3 clusters Score -610324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -610325.875000 Penalty: 859.186523
	Iteration 19Q: 3 clusters Score -610325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -610325.500000 Penalty: 859.186523
	Iteration 20F: 3 clusters Score -610325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -37031.882812 Penalty: 304.658844
	Iteration 0F: 2 clusters Score -37031.88 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 418 members 
Entering Unmasked Estep 
Score: -36338.710938 Penalty: 609.317688
	Iteration 0F: 3 clusters Score -36338.71 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36529.960938 Penalty: 609.317688
	Iteration 1F: 3 clusters Score -36529.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36570.015625 Penalty: 609.317688
	Iteration 2F: 3 clusters Score -36570.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36597.968750 Penalty: 609.317688
	Iteration 3Q: 3 clusters Score -36597.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36644.277344 Penalty: 609.317688
	Iteration 4Q: 3 clusters Score -36644.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36730.125000 Penalty: 609.317688
	Iteration 5F: 3 clusters Score -36730.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36848.148438 Penalty: 609.317688
	Iteration 6F: 3 clusters Score -36848.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36997.562500 Penalty: 609.317688
	Iteration 7F: 3 clusters Score -36997.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37114.164062 Penalty: 609.317688
	Iteration 8F: 3 clusters Score -37114.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37205.722656 Penalty: 609.317688
	Iteration 9Q: 3 clusters Score -37205.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -37244.148438 Penalty: 609.317688
	Iteration 10Q: 3 clusters Score -37244.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37262.789062 Penalty: 609.317688
	Iteration 11Q: 3 clusters Score -37262.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -37265.738281 Penalty: 609.317688
	Iteration 12Q: 3 clusters Score -37265.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37267.406250 Penalty: 609.317688
	Iteration 13Q: 3 clusters Score -37267.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37267.531250 Penalty: 609.317688
	Iteration 14F: 3 clusters Score -37267.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -37270.902344 Penalty: 609.317688
	Iteration 15Q: 3 clusters Score -37270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37274.351562 Penalty: 609.317688
	Iteration 16Q: 3 clusters Score -37274.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37276.027344 Penalty: 609.317688
	Iteration 17Q: 3 clusters Score -37276.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -37276.027344 Penalty: 609.317688
	Iteration 18F: 3 clusters Score -37276.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 27478 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340201 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 75324 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 478 members 
Entering Unmasked Estep 
Score: -25293986.000000 Penalty: 13794.784180
Splitting cluster 4 changes total score from -25293928.000000 to -25293986.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (27478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Entering Unmasked Estep 
Score: -1283628.875000 Penalty: 465.061920
	Iteration 0F: 2 clusters Score -1283629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1265158.625000 Penalty: 930.123840
	Iteration 0F: 3 clusters Score -1265159 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 930.123840
	Iteration 1F: 3 clusters Score -1272843 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1273165.625000 Penalty: 930.123840
	Iteration 2Q: 3 clusters Score -1273166 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1273610.000000 Penalty: 930.123840
	Iteration 3Q: 3 clusters Score -1273610 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1274271.375000 Penalty: 930.123840
	Iteration 4Q: 3 clusters Score -1274271 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1275190.750000 Penalty: 930.123840
	Iteration 5F: 3 clusters Score -1275191 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1276235.125000 Penalty: 930.123840
	Iteration 6F: 3 clusters Score -1276235 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1277309.375000 Penalty: 930.123840
	Iteration 7F: 3 clusters Score -1277309 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1278072.000000 Penalty: 930.123840
	Iteration 8F: 3 clusters Score -1278072 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1278538.375000 Penalty: 930.123840
	Iteration 9Q: 3 clusters Score -1278538 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1278814.125000 Penalty: 930.123840
	Iteration 10Q: 3 clusters Score -1278814 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1279037.375000 Penalty: 930.123840
	Iteration 11Q: 3 clusters Score -1279037 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1279262.125000 Penalty: 930.123840
	Iteration 12Q: 3 clusters Score -1279262 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1279497.125000 Penalty: 930.123840
	Iteration 13Q: 3 clusters Score -1279497 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1279749.000000 Penalty: 930.123840
	Iteration 14Q: 3 clusters Score -1279749 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1280013.500000 Penalty: 930.123840
	Iteration 15Q: 3 clusters Score -1280014 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1280317.750000 Penalty: 930.123840
	Iteration 16Q: 3 clusters Score -1280318 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -1280675.125000 Penalty: 930.123840
	Iteration 17Q: 3 clusters Score -1280675 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1281073.000000 Penalty: 930.123840
	Iteration 18Q: 3 clusters Score -1281073 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1281535.500000 Penalty: 930.123840
	Iteration 19Q: 3 clusters Score -1281536 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -1281969.625000 Penalty: 930.123840
	Iteration 20F: 3 clusters Score -1281970 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -1282333.750000 Penalty: 930.123840
	Iteration 21Q: 3 clusters Score -1282334 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1282622.875000 Penalty: 930.123840
	Iteration 22Q: 3 clusters Score -1282623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -1282849.875000 Penalty: 930.123840
	Iteration 23Q: 3 clusters Score -1282850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -1283050.750000 Penalty: 930.123840
	Iteration 24Q: 3 clusters Score -1283051 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -1283194.250000 Penalty: 930.123840
	Iteration 25Q: 3 clusters Score -1283194 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -1283287.500000 Penalty: 930.123840
	Iteration 26Q: 3 clusters Score -1283288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -1283350.875000 Penalty: 930.123840
	Iteration 27Q: 3 clusters Score -1283351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -1283399.125000 Penalty: 930.123840
	Iteration 28Q: 3 clusters Score -1283399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -1283427.000000 Penalty: 930.123840
	Iteration 29Q: 3 clusters Score -1283427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -1283447.375000 Penalty: 930.123840
	Iteration 30Q: 3 clusters Score -1283447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -1283465.250000 Penalty: 930.123840
	Iteration 31Q: 3 clusters Score -1283465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1283480.125000 Penalty: 930.123840
	Iteration 32Q: 3 clusters Score -1283480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1283492.125000 Penalty: 930.123840
	Iteration 33Q: 3 clusters Score -1283492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -1283493.875000 Penalty: 930.123840
	Iteration 34Q: 3 clusters Score -1283494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -1283498.500000 Penalty: 930.123840
	Iteration 35Q: 3 clusters Score -1283498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -1283500.625000 Penalty: 930.123840
	Iteration 36Q: 3 clusters Score -1283501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1283510.125000 Penalty: 930.123840
	Iteration 37Q: 3 clusters Score -1283510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -1283518.375000 Penalty: 930.123840
	Iteration 38Q: 3 clusters Score -1283518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -1283525.250000 Penalty: 930.123840
	Iteration 39Q: 3 clusters Score -1283525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -1283530.250000 Penalty: 930.123840
	Iteration 40F: 3 clusters Score -1283530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -1283533.500000 Penalty: 930.123840
	Iteration 41Q: 3 clusters Score -1283534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -1283535.375000 Penalty: 930.123840
	Iteration 42Q: 3 clusters Score -1283535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -1283536.750000 Penalty: 930.123840
	Iteration 43Q: 3 clusters Score -1283537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -1283538.125000 Penalty: 930.123840
	Iteration 44Q: 3 clusters Score -1283538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1283538.500000 Penalty: 930.123840
	Iteration 45Q: 3 clusters Score -1283538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -1283540.375000 Penalty: 930.123840
	Iteration 46Q: 3 clusters Score -1283540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -1283540.250000 Penalty: 930.123840
	Iteration 47Q: 3 clusters Score -1283540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -1283540.625000 Penalty: 930.123840
	Iteration 48Q: 3 clusters Score -1283541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -1283540.625000 Penalty: 930.123840
	Iteration 49F: 3 clusters Score -1283541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -28777.558594 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -28777.56 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 342 members 
Entering Unmasked Estep 
Score: -28205.253906 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -28205.25 nChanged 247
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: -28586.058594 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -28586.06 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -28798.488281 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -28798.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28901.267578 Penalty: 590.101807
	Iteration 3F: 3 clusters Score -28901.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -28948.365234 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -28948.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -28973.001953 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -28973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -28982.783203 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -28982.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -28986.896484 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -28986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -28999.472656 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -28999.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -29000.771484 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -29000.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29003.890625 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -29003.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29003.890625 Penalty: 590.101807
	Iteration 11F: 3 clusters Score -29003.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 27478 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 340201 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 75324 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
Score: -25293922.000000 Penalty: 14394.557617
Splitting cluster 6 changes total score from -25293928.000000 to -25293922.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -6898.416992 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -6898.417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6647.137207 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -6647.137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6721.621582 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -6721.622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6766.222168 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -6766.222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6777.594727 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -6777.595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6782.292969 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -6782.293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6782.292969 Penalty: 466.280701
	Iteration 5F: 3 clusters Score -6782.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -355175.656250 Penalty: 401.995453
	Iteration 0F: 2 clusters Score -355175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -350570.843750 Penalty: 803.990906
	Iteration 0F: 3 clusters Score -350570.8 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -352329.687500 Penalty: 803.990906
	Iteration 1F: 3 clusters Score -352329.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -352569.625000 Penalty: 803.990906
	Iteration 2F: 3 clusters Score -352569.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -352905.312500 Penalty: 803.990906
	Iteration 3F: 3 clusters Score -352905.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -353353.406250 Penalty: 803.990906
	Iteration 4F: 3 clusters Score -353353.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -353849.812500 Penalty: 803.990906
	Iteration 5F: 3 clusters Score -353849.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -354178.093750 Penalty: 803.990906
	Iteration 6F: 3 clusters Score -354178.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -354348.031250 Penalty: 803.990906
	Iteration 7Q: 3 clusters Score -354348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -354414.812500 Penalty: 803.990906
	Iteration 8Q: 3 clusters Score -354414.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -354458.968750 Penalty: 803.990906
	Iteration 9Q: 3 clusters Score -354459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -354497.500000 Penalty: 803.990906
	Iteration 10Q: 3 clusters Score -354497.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -354534.312500 Penalty: 803.990906
	Iteration 11Q: 3 clusters Score -354534.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -354562.312500 Penalty: 803.990906
	Iteration 12Q: 3 clusters Score -354562.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -354584.062500 Penalty: 803.990906
	Iteration 13Q: 3 clusters Score -354584.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -354604.875000 Penalty: 803.990906
	Iteration 14Q: 3 clusters Score -354604.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -354624.375000 Penalty: 803.990906
	Iteration 15Q: 3 clusters Score -354624.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -354638.156250 Penalty: 803.990906
	Iteration 16Q: 3 clusters Score -354638.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -354650.437500 Penalty: 803.990906
	Iteration 17Q: 3 clusters Score -354650.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -354661.875000 Penalty: 803.990906
	Iteration 18Q: 3 clusters Score -354661.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -354669.375000 Penalty: 803.990906
	Iteration 19Q: 3 clusters Score -354669.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -354675.343750 Penalty: 803.990906
	Iteration 20F: 3 clusters Score -354675.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -354686.968750 Penalty: 803.990906
	Iteration 21Q: 3 clusters Score -354687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -354700.187500 Penalty: 803.990906
	Iteration 22Q: 3 clusters Score -354700.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -354711.406250 Penalty: 803.990906
	Iteration 23Q: 3 clusters Score -354711.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -354717.750000 Penalty: 803.990906
	Iteration 24Q: 3 clusters Score -354717.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -354722.343750 Penalty: 803.990906
	Iteration 25Q: 3 clusters Score -354722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -354726.375000 Penalty: 803.990906
	Iteration 26Q: 3 clusters Score -354726.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -354731.312500 Penalty: 803.990906
	Iteration 27Q: 3 clusters Score -354731.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -354735.687500 Penalty: 803.990906
	Iteration 28Q: 3 clusters Score -354735.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -354738.750000 Penalty: 803.990906
	Iteration 29Q: 3 clusters Score -354738.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -354743.531250 Penalty: 803.990906
	Iteration 30Q: 3 clusters Score -354743.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -354748.218750 Penalty: 803.990906
	Iteration 31Q: 3 clusters Score -354748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -354753.062500 Penalty: 803.990906
	Iteration 32Q: 3 clusters Score -354753.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -354759.187500 Penalty: 803.990906
	Iteration 33Q: 3 clusters Score -354759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -354765.968750 Penalty: 803.990906
	Iteration 34Q: 3 clusters Score -354766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -354769.343750 Penalty: 803.990906
	Iteration 35Q: 3 clusters Score -354769.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -354771.406250 Penalty: 803.990906
	Iteration 36Q: 3 clusters Score -354771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -354774.750000 Penalty: 803.990906
	Iteration 37Q: 3 clusters Score -354774.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -354778.187500 Penalty: 803.990906
	Iteration 38Q: 3 clusters Score -354778.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -354784.375000 Penalty: 803.990906
	Iteration 39Q: 3 clusters Score -354784.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -354789.093750 Penalty: 803.990906
	Iteration 40F: 3 clusters Score -354789.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -354794.531250 Penalty: 803.990906
	Iteration 41Q: 3 clusters Score -354794.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -354798.250000 Penalty: 803.990906
	Iteration 42Q: 3 clusters Score -354798.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -354802.250000 Penalty: 803.990906
	Iteration 43Q: 3 clusters Score -354802.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -354804.750000 Penalty: 803.990906
	Iteration 44Q: 3 clusters Score -354804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -354807.281250 Penalty: 803.990906
	Iteration 45Q: 3 clusters Score -354807.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -354809.312500 Penalty: 803.990906
	Iteration 46Q: 3 clusters Score -354809.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -354810.093750 Penalty: 803.990906
	Iteration 47Q: 3 clusters Score -354810.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -354812.093750 Penalty: 803.990906
	Iteration 48Q: 3 clusters Score -354812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -354813.812500 Penalty: 803.990906
	Iteration 49Q: 3 clusters Score -354813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354814.406250 Penalty: 803.990906
	Iteration 50Q: 3 clusters Score -354814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -354815.781250 Penalty: 803.990906
	Iteration 51Q: 3 clusters Score -354815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -354816.250000 Penalty: 803.990906
	Iteration 52Q: 3 clusters Score -354816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -354818.656250 Penalty: 803.990906
	Iteration 53Q: 3 clusters Score -354818.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -354820.812500 Penalty: 803.990906
	Iteration 54Q: 3 clusters Score -354820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -354822.406250 Penalty: 803.990906
	Iteration 55Q: 3 clusters Score -354822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -354824.937500 Penalty: 803.990906
	Iteration 56Q: 3 clusters Score -354824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -354828.625000 Penalty: 803.990906
	Iteration 57Q: 3 clusters Score -354828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -354830.187500 Penalty: 803.990906
	Iteration 58Q: 3 clusters Score -354830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -354831.781250 Penalty: 803.990906
	Iteration 59Q: 3 clusters Score -354831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -354835.125000 Penalty: 803.990906
	Iteration 60F: 3 clusters Score -354835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -354838.656250 Penalty: 803.990906
	Iteration 61Q: 3 clusters Score -354838.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -354840.843750 Penalty: 803.990906
	Iteration 62Q: 3 clusters Score -354840.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -354846.968750 Penalty: 803.990906
	Iteration 63Q: 3 clusters Score -354847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -354852.625000 Penalty: 803.990906
	Iteration 64Q: 3 clusters Score -354852.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -354856.625000 Penalty: 803.990906
	Iteration 65Q: 3 clusters Score -354856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -354859.437500 Penalty: 803.990906
	Iteration 66Q: 3 clusters Score -354859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -354861.375000 Penalty: 803.990906
	Iteration 67Q: 3 clusters Score -354861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354864.375000 Penalty: 803.990906
	Iteration 68Q: 3 clusters Score -354864.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -354864.187500 Penalty: 803.990906
	Iteration 69Q: 3 clusters Score -354864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -354866.343750 Penalty: 803.990906
	Iteration 70Q: 3 clusters Score -354866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -354867.843750 Penalty: 803.990906
	Iteration 71Q: 3 clusters Score -354867.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -354871.406250 Penalty: 803.990906
	Iteration 72Q: 3 clusters Score -354871.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -354875.312500 Penalty: 803.990906
	Iteration 73Q: 3 clusters Score -354875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354878.468750 Penalty: 803.990906
	Iteration 74Q: 3 clusters Score -354878.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -354880.968750 Penalty: 803.990906
	Iteration 75Q: 3 clusters Score -354881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354884.843750 Penalty: 803.990906
	Iteration 76Q: 3 clusters Score -354884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -354887.593750 Penalty: 803.990906
	Iteration 77Q: 3 clusters Score -354887.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -354891.687500 Penalty: 803.990906
	Iteration 78Q: 3 clusters Score -354891.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -354895.000000 Penalty: 803.990906
	Iteration 79Q: 3 clusters Score -354895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -354898.250000 Penalty: 803.990906
	Iteration 80F: 3 clusters Score -354898.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -354902.687500 Penalty: 803.990906
	Iteration 81Q: 3 clusters Score -354902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -354904.656250 Penalty: 803.990906
	Iteration 82Q: 3 clusters Score -354904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -354907.156250 Penalty: 803.990906
	Iteration 83Q: 3 clusters Score -354907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -354908.031250 Penalty: 803.990906
	Iteration 84Q: 3 clusters Score -354908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -354908.406250 Penalty: 803.990906
	Iteration 85Q: 3 clusters Score -354908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -354909.343750 Penalty: 803.990906
	Iteration 86Q: 3 clusters Score -354909.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -354910.156250 Penalty: 803.990906
	Iteration 87Q: 3 clusters Score -354910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -354911.250000 Penalty: 803.990906
	Iteration 88Q: 3 clusters Score -354911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -354912.406250 Penalty: 803.990906
	Iteration 89Q: 3 clusters Score -354912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -354911.156250 Penalty: 803.990906
	Iteration 90Q: 3 clusters Score -354911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -354911.562500 Penalty: 803.990906
	Iteration 91Q: 3 clusters Score -354911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -354912.281250 Penalty: 803.990906
	Iteration 92Q: 3 clusters Score -354912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -354912.187500 Penalty: 803.990906
	Iteration 93Q: 3 clusters Score -354912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354913.406250 Penalty: 803.990906
	Iteration 94Q: 3 clusters Score -354913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -354913.343750 Penalty: 803.990906
	Iteration 95Q: 3 clusters Score -354913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -354913.312500 Penalty: 803.990906
	Iteration 96Q: 3 clusters Score -354913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -354914.312500 Penalty: 803.990906
	Iteration 97Q: 3 clusters Score -354914.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -354915.343750 Penalty: 803.990906
	Iteration 98Q: 3 clusters Score -354915.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -354918.843750 Penalty: 803.990906
	Iteration 99Q: 3 clusters Score -354918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -354920.500000 Penalty: 803.990906
	Iteration 100F: 3 clusters Score -354920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -354922.968750 Penalty: 803.990906
	Iteration 101Q: 3 clusters Score -354923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -354922.875000 Penalty: 803.990906
	Iteration 102Q: 3 clusters Score -354922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -354924.187500 Penalty: 803.990906
	Iteration 103Q: 3 clusters Score -354924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -354923.625000 Penalty: 803.990906
	Iteration 104Q: 3 clusters Score -354923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -354924.312500 Penalty: 803.990906
	Iteration 105Q: 3 clusters Score -354924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -354924.218750 Penalty: 803.990906
	Iteration 106Q: 3 clusters Score -354924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -354923.875000 Penalty: 803.990906
	Iteration 107Q: 3 clusters Score -354923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -354924.656250 Penalty: 803.990906
	Iteration 108Q: 3 clusters Score -354924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -354924.281250 Penalty: 803.990906
	Iteration 109Q: 3 clusters Score -354924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -354924.281250 Penalty: 803.990906
	Iteration 110F: 3 clusters Score -354924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -34627.960938 Penalty: 302.292419
	Iteration 0F: 2 clusters Score -34627.96 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: -33987.312500 Penalty: 604.584839
	Iteration 0F: 3 clusters Score -33987.31 nChanged 271
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: -34156.714844 Penalty: 604.584839
	Iteration 1F: 3 clusters Score -34156.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34184.363281 Penalty: 604.584839
	Iteration 2F: 3 clusters Score -34184.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34195.074219 Penalty: 604.584839
	Iteration 3Q: 3 clusters Score -34195.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34201.675781 Penalty: 604.584839
	Iteration 4Q: 3 clusters Score -34201.68 nChanged 11
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: -34208.652344 Penalty: 604.584839
	Iteration 5Q: 3 clusters Score -34208.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34214.886719 Penalty: 604.584839
	Iteration 6Q: 3 clusters Score -34214.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34224.367188 Penalty: 604.584839
	Iteration 7Q: 3 clusters Score -34224.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34231.441406 Penalty: 604.584839
	Iteration 8Q: 3 clusters Score -34231.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34237.156250 Penalty: 604.584839
	Iteration 9Q: 3 clusters Score -34237.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34245.144531 Penalty: 604.584839
	Iteration 10Q: 3 clusters Score -34245.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34256.539062 Penalty: 604.584839
	Iteration 11Q: 3 clusters Score -34256.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34265.062500 Penalty: 604.584839
	Iteration 12Q: 3 clusters Score -34265.06 nChanged 11
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: -34272.902344 Penalty: 604.584839
	Iteration 13Q: 3 clusters Score -34272.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34285.898438 Penalty: 604.584839
	Iteration 14Q: 3 clusters Score -34285.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34303.921875 Penalty: 604.584839
	Iteration 15Q: 3 clusters Score -34303.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34318.230469 Penalty: 604.584839
	Iteration 16Q: 3 clusters Score -34318.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34328.605469 Penalty: 604.584839
	Iteration 17Q: 3 clusters Score -34328.61 nChanged 12
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: -34339.523438 Penalty: 604.584839
	Iteration 18Q: 3 clusters Score -34339.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34359.925781 Penalty: 604.584839
	Iteration 19Q: 3 clusters Score -34359.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34376.093750 Penalty: 604.584839
	Iteration 20F: 3 clusters Score -34376.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34382.140625 Penalty: 604.584839
	Iteration 21Q: 3 clusters Score -34382.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34383.117188 Penalty: 604.584839
	Iteration 22Q: 3 clusters Score -34383.12 nChanged 6
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: -34384.792969 Penalty: 604.584839
	Iteration 23Q: 3 clusters Score -34384.79 nChanged 3
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: -34385.242188 Penalty: 604.584839
	Iteration 24Q: 3 clusters Score -34385.24 nChanged 0
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: -34385.242188 Penalty: 604.584839
	Iteration 25F: 3 clusters Score -34385.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -249669.046875 Penalty: 388.075012
	Iteration 0F: 2 clusters Score -249669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -246304.109375 Penalty: 776.150024
	Iteration 0F: 3 clusters Score -246304.1 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -247459.515625 Penalty: 776.150024
	Iteration 1F: 3 clusters Score -247459.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -247552.812500 Penalty: 776.150024
	Iteration 2F: 3 clusters Score -247552.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -247640.859375 Penalty: 776.150024
	Iteration 3Q: 3 clusters Score -247640.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -247758.218750 Penalty: 776.150024
	Iteration 4Q: 3 clusters Score -247758.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -247936.250000 Penalty: 776.150024
	Iteration 5F: 3 clusters Score -247936.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -248169.187500 Penalty: 776.150024
	Iteration 6F: 3 clusters Score -248169.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248469.062500 Penalty: 776.150024
	Iteration 7F: 3 clusters Score -248469.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -248779.890625 Penalty: 776.150024
	Iteration 8F: 3 clusters Score -248779.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -249032.703125 Penalty: 776.150024
	Iteration 9Q: 3 clusters Score -249032.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -249179.609375 Penalty: 776.150024
	Iteration 10Q: 3 clusters Score -249179.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -249246.359375 Penalty: 776.150024
	Iteration 11Q: 3 clusters Score -249246.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -249294.312500 Penalty: 776.150024
	Iteration 12Q: 3 clusters Score -249294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -249316.781250 Penalty: 776.150024
	Iteration 13Q: 3 clusters Score -249316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -249334.984375 Penalty: 776.150024
	Iteration 14Q: 3 clusters Score -249335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -249338.515625 Penalty: 776.150024
	Iteration 15Q: 3 clusters Score -249338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -249343.500000 Penalty: 776.150024
	Iteration 16Q: 3 clusters Score -249343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -249349.671875 Penalty: 776.150024
	Iteration 17Q: 3 clusters Score -249349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -249352.781250 Penalty: 776.150024
	Iteration 18Q: 3 clusters Score -249352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -249352.781250 Penalty: 776.150024
	Iteration 19F: 3 clusters Score -249352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Entering Unmasked Estep 
Score: -900214.750000 Penalty: 446.107086
	Iteration 0F: 2 clusters Score -900214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -888129.062500 Penalty: 892.214172
	Iteration 0F: 3 clusters Score -888129.1 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -892963.312500 Penalty: 892.214172
	Iteration 1F: 3 clusters Score -892963.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -893168.187500 Penalty: 892.214172
	Iteration 2Q: 3 clusters Score -893168.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -893455.562500 Penalty: 892.214172
	Iteration 3Q: 3 clusters Score -893455.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -893942.000000 Penalty: 892.214172
	Iteration 4Q: 3 clusters Score -893942 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -894701.625000 Penalty: 892.214172
	Iteration 5F: 3 clusters Score -894701.6 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -895646.812500 Penalty: 892.214172
	Iteration 6F: 3 clusters Score -895646.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -896490.937500 Penalty: 892.214172
	Iteration 7F: 3 clusters Score -896490.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -897053.062500 Penalty: 892.214172
	Iteration 8Q: 3 clusters Score -897053.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -897370.000000 Penalty: 892.214172
	Iteration 9Q: 3 clusters Score -897370 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -897578.000000 Penalty: 892.214172
	Iteration 10Q: 3 clusters Score -897578 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -897774.062500 Penalty: 892.214172
	Iteration 11Q: 3 clusters Score -897774.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -897972.000000 Penalty: 892.214172
	Iteration 12Q: 3 clusters Score -897972 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -898167.250000 Penalty: 892.214172
	Iteration 13Q: 3 clusters Score -898167.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -898345.812500 Penalty: 892.214172
	Iteration 14Q: 3 clusters Score -898345.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -898555.375000 Penalty: 892.214172
	Iteration 15Q: 3 clusters Score -898555.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -898765.437500 Penalty: 892.214172
	Iteration 16Q: 3 clusters Score -898765.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -898946.312500 Penalty: 892.214172
	Iteration 17Q: 3 clusters Score -898946.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -899105.250000 Penalty: 892.214172
	Iteration 18Q: 3 clusters Score -899105.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -899254.500000 Penalty: 892.214172
	Iteration 19Q: 3 clusters Score -899254.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -899384.812500 Penalty: 892.214172
	Iteration 20F: 3 clusters Score -899384.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -899498.312500 Penalty: 892.214172
	Iteration 21Q: 3 clusters Score -899498.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -899590.562500 Penalty: 892.214172
	Iteration 22Q: 3 clusters Score -899590.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -899656.437500 Penalty: 892.214172
	Iteration 23Q: 3 clusters Score -899656.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -899702.875000 Penalty: 892.214172
	Iteration 24Q: 3 clusters Score -899702.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -899730.500000 Penalty: 892.214172
	Iteration 25Q: 3 clusters Score -899730.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -899760.125000 Penalty: 892.214172
	Iteration 26Q: 3 clusters Score -899760.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -899773.375000 Penalty: 892.214172
	Iteration 27Q: 3 clusters Score -899773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -899786.375000 Penalty: 892.214172
	Iteration 28Q: 3 clusters Score -899786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -899793.687500 Penalty: 892.214172
	Iteration 29Q: 3 clusters Score -899793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -899798.812500 Penalty: 892.214172
	Iteration 30Q: 3 clusters Score -899798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -899802.000000 Penalty: 892.214172
	Iteration 31Q: 3 clusters Score -899802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -899807.375000 Penalty: 892.214172
	Iteration 32Q: 3 clusters Score -899807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -899811.500000 Penalty: 892.214172
	Iteration 33Q: 3 clusters Score -899811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -899814.500000 Penalty: 892.214172
	Iteration 34Q: 3 clusters Score -899814.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -899821.250000 Penalty: 892.214172
	Iteration 35Q: 3 clusters Score -899821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -899824.625000 Penalty: 892.214172
	Iteration 36Q: 3 clusters Score -899824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -899827.812500 Penalty: 892.214172
	Iteration 37Q: 3 clusters Score -899827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -899828.187500 Penalty: 892.214172
	Iteration 38Q: 3 clusters Score -899828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -899831.500000 Penalty: 892.214172
	Iteration 39Q: 3 clusters Score -899831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -899832.625000 Penalty: 892.214172
	Iteration 40F: 3 clusters Score -899832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -899835.000000 Penalty: 892.214172
	Iteration 41Q: 3 clusters Score -899835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -899834.500000 Penalty: 892.214172
	Iteration 42Q: 3 clusters Score -899834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -899835.437500 Penalty: 892.214172
	Iteration 43Q: 3 clusters Score -899835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -899837.250000 Penalty: 892.214172
	Iteration 44Q: 3 clusters Score -899837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -899837.500000 Penalty: 892.214172
	Iteration 45Q: 3 clusters Score -899837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -899837.875000 Penalty: 892.214172
	Iteration 46Q: 3 clusters Score -899837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -899839.437500 Penalty: 892.214172
	Iteration 47Q: 3 clusters Score -899839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -899842.250000 Penalty: 892.214172
	Iteration 48Q: 3 clusters Score -899842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -899842.562500 Penalty: 892.214172
	Iteration 49Q: 3 clusters Score -899842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -899842.812500 Penalty: 892.214172
	Iteration 50Q: 3 clusters Score -899842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -899843.937500 Penalty: 892.214172
	Iteration 51Q: 3 clusters Score -899843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -899843.937500 Penalty: 892.214172
	Iteration 52F: 3 clusters Score -899843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31600.705078 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31600.71 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31751.011719 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31751.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31784.085938 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31784.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31798.943359 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31798.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31806.529297 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31806.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31811.894531 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31811.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31818.697266 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31818.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31824.175781 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31824.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31827.912109 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31827.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31831.019531 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31831.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31838.783203 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31838.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31846.937500 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31846.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31858.468750 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31858.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31869.863281 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31869.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31879.494141 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31879.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31884.722656 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31884.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31886.781250 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31886.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31887.050781 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31887.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31887.050781 Penalty: 594.309875
	Iteration 18F: 3 clusters Score -31887.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (340201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340201 members 
Entering Unmasked Estep 
Score: -16556582.000000 Penalty: 579.546814
	Iteration 0F: 2 clusters Score -1.655658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169826 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -16351115.000000 Penalty: 1159.093628
	Iteration 0F: 3 clusters Score -1.635112e+07 nChanged 168244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -16459417.000000 Penalty: 1159.093628
	Iteration 1F: 3 clusters Score -1.645942e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 190004 members 
Entering Unmasked Estep 
Score: -16466016.000000 Penalty: 1159.093628
	Iteration 2Q: 3 clusters Score -1.646602e+07 nChanged 17942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 199558 members 
Entering Unmasked Estep 
Score: -16475994.000000 Penalty: 1159.093628
	Iteration 3F: 3 clusters Score -1.647599e+07 nChanged 20547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129192 members 
Mstep: Class 2 contains 211009 members 
Entering Unmasked Estep 
Score: -16489739.000000 Penalty: 1159.093628
	Iteration 4F: 3 clusters Score -1.648974e+07 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118268 members 
Mstep: Class 2 contains 221933 members 
Entering Unmasked Estep 
Score: -16505289.000000 Penalty: 1159.093628
	Iteration 5F: 3 clusters Score -1.650529e+07 nChanged 20042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 230197 members 
Entering Unmasked Estep 
Score: -16518318.000000 Penalty: 1159.093628
	Iteration 6F: 3 clusters Score -1.651832e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 235323 members 
Entering Unmasked Estep 
Score: -16525538.000000 Penalty: 1159.093628
	Iteration 7Q: 3 clusters Score -1.652554e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 238756 members 
Entering Unmasked Estep 
Score: -16528346.000000 Penalty: 1159.093628
	Iteration 8Q: 3 clusters Score -1.652835e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 241644 members 
Entering Unmasked Estep 
Score: -16529325.000000 Penalty: 1159.093628
	Iteration 9Q: 3 clusters Score -1.652932e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 244310 members 
Entering Unmasked Estep 
Score: -16529934.000000 Penalty: 1159.093628
	Iteration 10Q: 3 clusters Score -1.652993e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 246858 members 
Entering Unmasked Estep 
Score: -16530524.000000 Penalty: 1159.093628
	Iteration 11Q: 3 clusters Score -1.653052e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 249188 members 
Entering Unmasked Estep 
Score: -16530995.000000 Penalty: 1159.093628
	Iteration 12Q: 3 clusters Score -1.6531e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 251386 members 
Entering Unmasked Estep 
Score: -16531390.000000 Penalty: 1159.093628
	Iteration 13Q: 3 clusters Score -1.653139e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 253572 members 
Entering Unmasked Estep 
Score: -16531759.000000 Penalty: 1159.093628
	Iteration 14Q: 3 clusters Score -1.653176e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 255748 members 
Entering Unmasked Estep 
Score: -16532159.000000 Penalty: 1159.093628
	Iteration 15Q: 3 clusters Score -1.653216e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 257736 members 
Entering Unmasked Estep 
Score: -16532453.000000 Penalty: 1159.093628
	Iteration 16Q: 3 clusters Score -1.653245e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 259514 members 
Entering Unmasked Estep 
Score: -16532745.000000 Penalty: 1159.093628
	Iteration 17Q: 3 clusters Score -1.653274e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 261071 members 
Entering Unmasked Estep 
Score: -16532932.000000 Penalty: 1159.093628
	Iteration 18Q: 3 clusters Score -1.653293e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 262444 members 
Entering Unmasked Estep 
Score: -16533259.000000 Penalty: 1159.093628
	Iteration 19Q: 3 clusters Score -1.653326e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 263687 members 
Entering Unmasked Estep 
Score: -16533580.000000 Penalty: 1159.093628
	Iteration 20F: 3 clusters Score -1.653358e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 264811 members 
Entering Unmasked Estep 
Score: -16533848.000000 Penalty: 1159.093628
	Iteration 21Q: 3 clusters Score -1.653385e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 265739 members 
Entering Unmasked Estep 
Score: -16534275.000000 Penalty: 1159.093628
	Iteration 22Q: 3 clusters Score -1.653428e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 266602 members 
Entering Unmasked Estep 
Score: -16534614.000000 Penalty: 1159.093628
	Iteration 23Q: 3 clusters Score -1.653461e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 267437 members 
Entering Unmasked Estep 
Score: -16535067.000000 Penalty: 1159.093628
	Iteration 24Q: 3 clusters Score -1.653507e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 268179 members 
Entering Unmasked Estep 
Score: -16535641.000000 Penalty: 1159.093628
	Iteration 25Q: 3 clusters Score -1.653564e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 268975 members 
Entering Unmasked Estep 
Score: -16536191.000000 Penalty: 1159.093628
	Iteration 26Q: 3 clusters Score -1.653619e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 269764 members 
Entering Unmasked Estep 
Score: -16536849.000000 Penalty: 1159.093628
	Iteration 27Q: 3 clusters Score -1.653685e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 270489 members 
Entering Unmasked Estep 
Score: -16537455.000000 Penalty: 1159.093628
	Iteration 28Q: 3 clusters Score -1.653746e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 271245 members 
Entering Unmasked Estep 
Score: -16538071.000000 Penalty: 1159.093628
	Iteration 29Q: 3 clusters Score -1.653807e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 272089 members 
Entering Unmasked Estep 
Score: -16538836.000000 Penalty: 1159.093628
	Iteration 30Q: 3 clusters Score -1.653884e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 272959 members 
Entering Unmasked Estep 
Score: -16539410.000000 Penalty: 1159.093628
	Iteration 31Q: 3 clusters Score -1.653941e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 273864 members 
Entering Unmasked Estep 
Score: -16540104.000000 Penalty: 1159.093628
	Iteration 32Q: 3 clusters Score -1.65401e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 274845 members 
Entering Unmasked Estep 
Score: -16540678.000000 Penalty: 1159.093628
	Iteration 33Q: 3 clusters Score -1.654068e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 275878 members 
Entering Unmasked Estep 
Score: -16541302.000000 Penalty: 1159.093628
	Iteration 34Q: 3 clusters Score -1.65413e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 276951 members 
Entering Unmasked Estep 
Score: -16541955.000000 Penalty: 1159.093628
	Iteration 35Q: 3 clusters Score -1.654196e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 278100 members 
Entering Unmasked Estep 
Score: -16542497.000000 Penalty: 1159.093628
	Iteration 36Q: 3 clusters Score -1.65425e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 279272 members 
Entering Unmasked Estep 
Score: -16543098.000000 Penalty: 1159.093628
	Iteration 37Q: 3 clusters Score -1.65431e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 280591 members 
Entering Unmasked Estep 
Score: -16543773.000000 Penalty: 1159.093628
	Iteration 38Q: 3 clusters Score -1.654377e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 281988 members 
Entering Unmasked Estep 
Score: -16544358.000000 Penalty: 1159.093628
	Iteration 39Q: 3 clusters Score -1.654436e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 283378 members 
Entering Unmasked Estep 
Score: -16544746.000000 Penalty: 1159.093628
	Iteration 40F: 3 clusters Score -1.654475e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 284731 members 
Entering Unmasked Estep 
Score: -16545085.000000 Penalty: 1159.093628
	Iteration 41Q: 3 clusters Score -1.654508e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 286044 members 
Entering Unmasked Estep 
Score: -16545322.000000 Penalty: 1159.093628
	Iteration 42Q: 3 clusters Score -1.654532e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 287388 members 
Entering Unmasked Estep 
Score: -16545534.000000 Penalty: 1159.093628
	Iteration 43Q: 3 clusters Score -1.654553e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 288712 members 
Entering Unmasked Estep 
Score: -16545835.000000 Penalty: 1159.093628
	Iteration 44Q: 3 clusters Score -1.654584e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 290021 members 
Entering Unmasked Estep 
Score: -16545974.000000 Penalty: 1159.093628
	Iteration 45Q: 3 clusters Score -1.654597e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 291314 members 
Entering Unmasked Estep 
Score: -16546140.000000 Penalty: 1159.093628
	Iteration 46Q: 3 clusters Score -1.654614e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 292682 members 
Entering Unmasked Estep 
Score: -16546277.000000 Penalty: 1159.093628
	Iteration 47Q: 3 clusters Score -1.654628e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 294072 members 
Entering Unmasked Estep 
Score: -16546507.000000 Penalty: 1159.093628
	Iteration 48Q: 3 clusters Score -1.654651e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 295361 members 
Entering Unmasked Estep 
Score: -16546890.000000 Penalty: 1159.093628
	Iteration 49Q: 3 clusters Score -1.654689e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 296703 members 
Entering Unmasked Estep 
Score: -16547136.000000 Penalty: 1159.093628
	Iteration 50Q: 3 clusters Score -1.654714e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 298034 members 
Entering Unmasked Estep 
Score: -16547422.000000 Penalty: 1159.093628
	Iteration 51Q: 3 clusters Score -1.654742e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 299332 members 
Entering Unmasked Estep 
Score: -16547681.000000 Penalty: 1159.093628
	Iteration 52Q: 3 clusters Score -1.654768e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 300687 members 
Entering Unmasked Estep 
Score: -16548029.000000 Penalty: 1159.093628
	Iteration 53Q: 3 clusters Score -1.654803e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 302061 members 
Entering Unmasked Estep 
Score: -16548325.000000 Penalty: 1159.093628
	Iteration 54Q: 3 clusters Score -1.654832e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 303445 members 
Entering Unmasked Estep 
Score: -16548600.000000 Penalty: 1159.093628
	Iteration 55Q: 3 clusters Score -1.65486e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 304824 members 
Entering Unmasked Estep 
Score: -16548649.000000 Penalty: 1159.093628
	Iteration 56Q: 3 clusters Score -1.654865e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 306179 members 
Entering Unmasked Estep 
Score: -16548941.000000 Penalty: 1159.093628
	Iteration 57Q: 3 clusters Score -1.654894e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 307526 members 
Entering Unmasked Estep 
Score: -16549239.000000 Penalty: 1159.093628
	Iteration 58Q: 3 clusters Score -1.654924e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 308894 members 
Entering Unmasked Estep 
Score: -16549567.000000 Penalty: 1159.093628
	Iteration 59Q: 3 clusters Score -1.654957e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 310278 members 
Entering Unmasked Estep 
Score: -16549735.000000 Penalty: 1159.093628
	Iteration 60F: 3 clusters Score -1.654974e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 311693 members 
Entering Unmasked Estep 
Score: -16549853.000000 Penalty: 1159.093628
	Iteration 61Q: 3 clusters Score -1.654985e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 313099 members 
Entering Unmasked Estep 
Score: -16550147.000000 Penalty: 1159.093628
	Iteration 62Q: 3 clusters Score -1.655015e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 314559 members 
Entering Unmasked Estep 
Score: -16550338.000000 Penalty: 1159.093628
	Iteration 63Q: 3 clusters Score -1.655034e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 316009 members 
Entering Unmasked Estep 
Score: -16550721.000000 Penalty: 1159.093628
	Iteration 64Q: 3 clusters Score -1.655072e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 317477 members 
Entering Unmasked Estep 
Score: -16551201.000000 Penalty: 1159.093628
	Iteration 65Q: 3 clusters Score -1.65512e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 318984 members 
Entering Unmasked Estep 
Score: -16551567.000000 Penalty: 1159.093628
	Iteration 66Q: 3 clusters Score -1.655157e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 320542 members 
Entering Unmasked Estep 
Score: -16552151.000000 Penalty: 1159.093628
	Iteration 67Q: 3 clusters Score -1.655215e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 322105 members 
Entering Unmasked Estep 
Score: -16552516.000000 Penalty: 1159.093628
	Iteration 68Q: 3 clusters Score -1.655252e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 323718 members 
Entering Unmasked Estep 
Score: -16553021.000000 Penalty: 1159.093628
	Iteration 69Q: 3 clusters Score -1.655302e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 325431 members 
Entering Unmasked Estep 
Score: -16553753.000000 Penalty: 1159.093628
	Iteration 70Q: 3 clusters Score -1.655375e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 327213 members 
Entering Unmasked Estep 
Score: -16554482.000000 Penalty: 1159.093628
	Iteration 71Q: 3 clusters Score -1.655448e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 328971 members 
Entering Unmasked Estep 
Score: -16555400.000000 Penalty: 1159.093628
	Iteration 72Q: 3 clusters Score -1.65554e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 330629 members 
Entering Unmasked Estep 
Score: -16556210.000000 Penalty: 1159.093628
	Iteration 73Q: 3 clusters Score -1.655621e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 332163 members 
Entering Unmasked Estep 
Score: -16556937.000000 Penalty: 1159.093628
	Iteration 74Q: 3 clusters Score -1.655694e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 333521 members 
Entering Unmasked Estep 
Score: -16557461.000000 Penalty: 1159.093628
	Iteration 75Q: 3 clusters Score -1.655746e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 334649 members 
Entering Unmasked Estep 
Score: -16557581.000000 Penalty: 1159.093628
	Iteration 76Q: 3 clusters Score -1.655758e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 335574 members 
Entering Unmasked Estep 
Score: -16557529.000000 Penalty: 1159.093628
	Iteration 77Q: 3 clusters Score -1.655753e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 336302 members 
Entering Unmasked Estep 
Score: -16557458.000000 Penalty: 1159.093628
	Iteration 78Q: 3 clusters Score -1.655746e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 336893 members 
Entering Unmasked Estep 
Score: -16557264.000000 Penalty: 1159.093628
	Iteration 79Q: 3 clusters Score -1.655726e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 337385 members 
Entering Unmasked Estep 
Score: -16557244.000000 Penalty: 1159.093628
	Iteration 80F: 3 clusters Score -1.655724e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 337778 members 
Entering Unmasked Estep 
Score: -16557122.000000 Penalty: 1159.093628
	Iteration 81Q: 3 clusters Score -1.655712e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 338113 members 
Entering Unmasked Estep 
Score: -16557063.000000 Penalty: 1159.093628
	Iteration 82Q: 3 clusters Score -1.655706e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 338399 members 
Entering Unmasked Estep 
Score: -16557028.000000 Penalty: 1159.093628
	Iteration 83Q: 3 clusters Score -1.655703e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 338628 members 
Entering Unmasked Estep 
Score: -16556939.000000 Penalty: 1159.093628
	Iteration 84Q: 3 clusters Score -1.655694e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 338797 members 
Entering Unmasked Estep 
Score: -16556903.000000 Penalty: 1159.093628
	Iteration 85Q: 3 clusters Score -1.65569e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 338928 members 
Entering Unmasked Estep 
Score: -16556890.000000 Penalty: 1159.093628
	Iteration 86Q: 3 clusters Score -1.655689e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 339028 members 
Entering Unmasked Estep 
Score: -16556858.000000 Penalty: 1159.093628
	Iteration 87Q: 3 clusters Score -1.655686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 339112 members 
Entering Unmasked Estep 
Score: -16556814.000000 Penalty: 1159.093628
	Iteration 88Q: 3 clusters Score -1.655681e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 339188 members 
Entering Unmasked Estep 
Score: -16556795.000000 Penalty: 1159.093628
	Iteration 89Q: 3 clusters Score -1.65568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 339240 members 
Entering Unmasked Estep 
Score: -16556766.000000 Penalty: 1159.093628
	Iteration 90Q: 3 clusters Score -1.655677e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 339283 members 
Entering Unmasked Estep 
Score: -16556760.000000 Penalty: 1159.093628
	Iteration 91Q: 3 clusters Score -1.655676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 339327 members 
Entering Unmasked Estep 
Score: -16556750.000000 Penalty: 1159.093628
	Iteration 92Q: 3 clusters Score -1.655675e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 339359 members 
Entering Unmasked Estep 
Score: -16556734.000000 Penalty: 1159.093628
	Iteration 93Q: 3 clusters Score -1.655673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 339381 members 
Entering Unmasked Estep 
Score: -16556739.000000 Penalty: 1159.093628
	Iteration 94Q: 3 clusters Score -1.655674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339408 members 
Entering Unmasked Estep 
Score: -16556740.000000 Penalty: 1159.093628
	Iteration 95Q: 3 clusters Score -1.655674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 339439 members 
Entering Unmasked Estep 
Score: -16556713.000000 Penalty: 1159.093628
	Iteration 96Q: 3 clusters Score -1.655671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 339459 members 
Entering Unmasked Estep 
Score: -16556697.000000 Penalty: 1159.093628
	Iteration 97Q: 3 clusters Score -1.65567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 339475 members 
Entering Unmasked Estep 
Score: -16556673.000000 Penalty: 1159.093628
	Iteration 98Q: 3 clusters Score -1.655667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 339482 members 
Entering Unmasked Estep 
Score: -16556674.000000 Penalty: 1159.093628
	Iteration 99Q: 3 clusters Score -1.655667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 339488 members 
Entering Unmasked Estep 
Score: -16556665.000000 Penalty: 1159.093628
	Iteration 100F: 3 clusters Score -1.655666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 339494 members 
Entering Unmasked Estep 
Score: -16556654.000000 Penalty: 1159.093628
	Iteration 101Q: 3 clusters Score -1.655665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 339501 members 
Entering Unmasked Estep 
Score: -16556661.000000 Penalty: 1159.093628
	Iteration 102Q: 3 clusters Score -1.655666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 339512 members 
Entering Unmasked Estep 
Score: -16556656.000000 Penalty: 1159.093628
	Iteration 103Q: 3 clusters Score -1.655666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 339514 members 
Entering Unmasked Estep 
Score: -16556647.000000 Penalty: 1159.093628
	Iteration 104Q: 3 clusters Score -1.655665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 339519 members 
Entering Unmasked Estep 
Score: -16556647.000000 Penalty: 1159.093628
	Iteration 105Q: 3 clusters Score -1.655665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 339526 members 
Entering Unmasked Estep 
Score: -16556641.000000 Penalty: 1159.093628
	Iteration 106Q: 3 clusters Score -1.655664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 339534 members 
Entering Unmasked Estep 
Score: -16556632.000000 Penalty: 1159.093628
	Iteration 107Q: 3 clusters Score -1.655663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 339550 members 
Entering Unmasked Estep 
Score: -16556632.000000 Penalty: 1159.093628
	Iteration 108Q: 3 clusters Score -1.655663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 339560 members 
Entering Unmasked Estep 
Score: -16556617.000000 Penalty: 1159.093628
	Iteration 109Q: 3 clusters Score -1.655662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 339570 members 
Entering Unmasked Estep 
Score: -16556618.000000 Penalty: 1159.093628
	Iteration 110Q: 3 clusters Score -1.655662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 339578 members 
Entering Unmasked Estep 
Score: -16556616.000000 Penalty: 1159.093628
	Iteration 111Q: 3 clusters Score -1.655662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 339588 members 
Entering Unmasked Estep 
Score: -16556612.000000 Penalty: 1159.093628
	Iteration 112Q: 3 clusters Score -1.655661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 339598 members 
Entering Unmasked Estep 
Score: -16556605.000000 Penalty: 1159.093628
	Iteration 113Q: 3 clusters Score -1.65566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 339606 members 
Entering Unmasked Estep 
Score: -16556594.000000 Penalty: 1159.093628
	Iteration 114Q: 3 clusters Score -1.655659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 339612 members 
Entering Unmasked Estep 
Score: -16556596.000000 Penalty: 1159.093628
	Iteration 115Q: 3 clusters Score -1.65566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 339617 members 
Entering Unmasked Estep 
Score: -16556604.000000 Penalty: 1159.093628
	Iteration 116Q: 3 clusters Score -1.65566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 339620 members 
Entering Unmasked Estep 
Score: -16556597.000000 Penalty: 1159.093628
	Iteration 117Q: 3 clusters Score -1.65566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 339626 members 
Entering Unmasked Estep 
Score: -16556600.000000 Penalty: 1159.093628
	Iteration 118Q: 3 clusters Score -1.65566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 339631 members 
Entering Unmasked Estep 
Score: -16556606.000000 Penalty: 1159.093628
	Iteration 119Q: 3 clusters Score -1.655661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 339637 members 
Entering Unmasked Estep 
Score: -16556607.000000 Penalty: 1159.093628
	Iteration 120F: 3 clusters Score -1.655661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 339639 members 
Entering Unmasked Estep 
Score: -16556600.000000 Penalty: 1159.093628
	Iteration 121Q: 3 clusters Score -1.65566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 339640 members 
Entering Unmasked Estep 
Score: -16556606.000000 Penalty: 1159.093628
	Iteration 122Q: 3 clusters Score -1.655661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 339641 members 
Entering Unmasked Estep 
Score: -16556603.000000 Penalty: 1159.093628
	Iteration 123Q: 3 clusters Score -1.65566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 339641 members 
Entering Unmasked Estep 
Score: -16556602.000000 Penalty: 1159.093628
	Iteration 124Q: 3 clusters Score -1.65566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 339643 members 
Entering Unmasked Estep 
Score: -16556596.000000 Penalty: 1159.093628
	Iteration 125Q: 3 clusters Score -1.65566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 339642 members 
Entering Unmasked Estep 
Score: -16556608.000000 Penalty: 1159.093628
	Iteration 126Q: 3 clusters Score -1.655661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 339642 members 
Entering Unmasked Estep 
Score: -16556596.000000 Penalty: 1159.093628
	Iteration 127Q: 3 clusters Score -1.65566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 339644 members 
Entering Unmasked Estep 
Score: -16556596.000000 Penalty: 1159.093628
	Iteration 128Q: 3 clusters Score -1.65566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 339647 members 
Entering Unmasked Estep 
Score: -16556605.000000 Penalty: 1159.093628
	Iteration 129Q: 3 clusters Score -1.65566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 339649 members 
Entering Unmasked Estep 
Score: -16556599.000000 Penalty: 1159.093628
	Iteration 130Q: 3 clusters Score -1.65566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 339653 members 
Entering Unmasked Estep 
Score: -16556594.000000 Penalty: 1159.093628
	Iteration 131Q: 3 clusters Score -1.655659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 339658 members 
Entering Unmasked Estep 
Score: -16556592.000000 Penalty: 1159.093628
	Iteration 132Q: 3 clusters Score -1.655659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 339661 members 
Entering Unmasked Estep 
Score: -16556598.000000 Penalty: 1159.093628
	Iteration 133Q: 3 clusters Score -1.65566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 339661 members 
Entering Unmasked Estep 
Score: -16556598.000000 Penalty: 1159.093628
	Iteration 134F: 3 clusters Score -1.65566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 27478 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 75324 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 339661 members 
Entering Unmasked Estep 
Score: -25293980.000000 Penalty: 14394.557617
Splitting cluster 13 changes total score from -25293928.000000 to -25293980.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -10950.281250 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -10950.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10608.223633 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -10608.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10669.019531 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -10669.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10686.750977 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -10686.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10693.634766 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -10693.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10699.945312 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -10699.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10704.574219 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -10704.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10706.943359 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -10706.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10711.300781 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -10711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10714.352539 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -10714.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10718.596680 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -10718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10726.378906 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -10726.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10728.347656 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -10728.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10729.490234 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -10729.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10729.490234 Penalty: 503.538452
	Iteration 13F: 3 clusters Score -10729.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -1107525.250000 Penalty: 453.375671
	Iteration 0F: 2 clusters Score -1107525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1093350.750000 Penalty: 906.751343
	Iteration 0F: 3 clusters Score -1093351 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1099052.000000 Penalty: 906.751343
	Iteration 1F: 3 clusters Score -1099052 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1099241.875000 Penalty: 906.751343
	Iteration 2Q: 3 clusters Score -1099242 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1099466.500000 Penalty: 906.751343
	Iteration 3Q: 3 clusters Score -1099466 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1099793.375000 Penalty: 906.751343
	Iteration 4Q: 3 clusters Score -1099793 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1100315.125000 Penalty: 906.751343
	Iteration 5Q: 3 clusters Score -1100315 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1101174.000000 Penalty: 906.751343
	Iteration 6F: 3 clusters Score -1101174 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1102438.125000 Penalty: 906.751343
	Iteration 7F: 3 clusters Score -1102438 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1103693.875000 Penalty: 906.751343
	Iteration 8F: 3 clusters Score -1103694 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1104339.625000 Penalty: 906.751343
	Iteration 9F: 3 clusters Score -1104340 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1104580.125000 Penalty: 906.751343
	Iteration 10Q: 3 clusters Score -1104580 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1104718.875000 Penalty: 906.751343
	Iteration 11Q: 3 clusters Score -1104719 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1104820.375000 Penalty: 906.751343
	Iteration 12Q: 3 clusters Score -1104820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1104926.750000 Penalty: 906.751343
	Iteration 13Q: 3 clusters Score -1104927 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1105033.750000 Penalty: 906.751343
	Iteration 14Q: 3 clusters Score -1105034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1105129.750000 Penalty: 906.751343
	Iteration 15Q: 3 clusters Score -1105130 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1105202.500000 Penalty: 906.751343
	Iteration 16Q: 3 clusters Score -1105202 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1105283.250000 Penalty: 906.751343
	Iteration 17Q: 3 clusters Score -1105283 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1105364.875000 Penalty: 906.751343
	Iteration 18Q: 3 clusters Score -1105365 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1105437.250000 Penalty: 906.751343
	Iteration 19Q: 3 clusters Score -1105437 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1105492.375000 Penalty: 906.751343
	Iteration 20F: 3 clusters Score -1105492 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1105548.250000 Penalty: 906.751343
	Iteration 21Q: 3 clusters Score -1105548 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1105606.250000 Penalty: 906.751343
	Iteration 22Q: 3 clusters Score -1105606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1105651.750000 Penalty: 906.751343
	Iteration 23Q: 3 clusters Score -1105652 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1105691.750000 Penalty: 906.751343
	Iteration 24Q: 3 clusters Score -1105692 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1105732.875000 Penalty: 906.751343
	Iteration 25Q: 3 clusters Score -1105733 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1105764.000000 Penalty: 906.751343
	Iteration 26Q: 3 clusters Score -1105764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1105797.875000 Penalty: 906.751343
	Iteration 27Q: 3 clusters Score -1105798 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1105835.875000 Penalty: 906.751343
	Iteration 28Q: 3 clusters Score -1105836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1105860.250000 Penalty: 906.751343
	Iteration 29Q: 3 clusters Score -1105860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1105892.750000 Penalty: 906.751343
	Iteration 30Q: 3 clusters Score -1105893 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1105919.625000 Penalty: 906.751343
	Iteration 31Q: 3 clusters Score -1105920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1105957.500000 Penalty: 906.751343
	Iteration 32Q: 3 clusters Score -1105958 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1105985.125000 Penalty: 906.751343
	Iteration 33Q: 3 clusters Score -1105985 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1106017.750000 Penalty: 906.751343
	Iteration 34Q: 3 clusters Score -1106018 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1106057.750000 Penalty: 906.751343
	Iteration 35Q: 3 clusters Score -1106058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1106105.000000 Penalty: 906.751343
	Iteration 36Q: 3 clusters Score -1106105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1106145.125000 Penalty: 906.751343
	Iteration 37Q: 3 clusters Score -1106145 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1106188.250000 Penalty: 906.751343
	Iteration 38Q: 3 clusters Score -1106188 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1106232.750000 Penalty: 906.751343
	Iteration 39Q: 3 clusters Score -1106233 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1106279.250000 Penalty: 906.751343
	Iteration 40F: 3 clusters Score -1106279 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1106317.000000 Penalty: 906.751343
	Iteration 41Q: 3 clusters Score -1106317 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1106358.375000 Penalty: 906.751343
	Iteration 42Q: 3 clusters Score -1106358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1106396.250000 Penalty: 906.751343
	Iteration 43Q: 3 clusters Score -1106396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1106436.250000 Penalty: 906.751343
	Iteration 44Q: 3 clusters Score -1106436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1106472.125000 Penalty: 906.751343
	Iteration 45Q: 3 clusters Score -1106472 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1106511.000000 Penalty: 906.751343
	Iteration 46Q: 3 clusters Score -1106511 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1106550.250000 Penalty: 906.751343
	Iteration 47Q: 3 clusters Score -1106550 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1106598.875000 Penalty: 906.751343
	Iteration 48Q: 3 clusters Score -1106599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1106649.250000 Penalty: 906.751343
	Iteration 49Q: 3 clusters Score -1106649 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1106707.500000 Penalty: 906.751343
	Iteration 50Q: 3 clusters Score -1106708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1106767.250000 Penalty: 906.751343
	Iteration 51Q: 3 clusters Score -1106767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1106807.500000 Penalty: 906.751343
	Iteration 52Q: 3 clusters Score -1106808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1106845.750000 Penalty: 906.751343
	Iteration 53Q: 3 clusters Score -1106846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1106890.500000 Penalty: 906.751343
	Iteration 54Q: 3 clusters Score -1106890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1106929.500000 Penalty: 906.751343
	Iteration 55Q: 3 clusters Score -1106930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1106963.125000 Penalty: 906.751343
	Iteration 56Q: 3 clusters Score -1106963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1106998.125000 Penalty: 906.751343
	Iteration 57Q: 3 clusters Score -1106998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1107034.000000 Penalty: 906.751343
	Iteration 58Q: 3 clusters Score -1107034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1107061.000000 Penalty: 906.751343
	Iteration 59Q: 3 clusters Score -1107061 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1107095.500000 Penalty: 906.751343
	Iteration 60F: 3 clusters Score -1107096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1107126.000000 Penalty: 906.751343
	Iteration 61Q: 3 clusters Score -1107126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1107153.375000 Penalty: 906.751343
	Iteration 62Q: 3 clusters Score -1107153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1107173.750000 Penalty: 906.751343
	Iteration 63Q: 3 clusters Score -1107174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1107192.625000 Penalty: 906.751343
	Iteration 64Q: 3 clusters Score -1107193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1107208.000000 Penalty: 906.751343
	Iteration 65Q: 3 clusters Score -1107208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1107221.750000 Penalty: 906.751343
	Iteration 66Q: 3 clusters Score -1107222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1107233.125000 Penalty: 906.751343
	Iteration 67Q: 3 clusters Score -1107233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1107246.500000 Penalty: 906.751343
	Iteration 68Q: 3 clusters Score -1107246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1107256.375000 Penalty: 906.751343
	Iteration 69Q: 3 clusters Score -1107256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1107272.625000 Penalty: 906.751343
	Iteration 70Q: 3 clusters Score -1107273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1107278.625000 Penalty: 906.751343
	Iteration 71Q: 3 clusters Score -1107279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1107281.375000 Penalty: 906.751343
	Iteration 72Q: 3 clusters Score -1107281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1107284.750000 Penalty: 906.751343
	Iteration 73Q: 3 clusters Score -1107285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1107285.875000 Penalty: 906.751343
	Iteration 74Q: 3 clusters Score -1107286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1107288.500000 Penalty: 906.751343
	Iteration 75Q: 3 clusters Score -1107288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1107290.250000 Penalty: 906.751343
	Iteration 76Q: 3 clusters Score -1107290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1107296.000000 Penalty: 906.751343
	Iteration 77Q: 3 clusters Score -1107296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1107300.375000 Penalty: 906.751343
	Iteration 78Q: 3 clusters Score -1107300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1107304.875000 Penalty: 906.751343
	Iteration 79Q: 3 clusters Score -1107305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1107305.625000 Penalty: 906.751343
	Iteration 80F: 3 clusters Score -1107306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1107306.000000 Penalty: 906.751343
	Iteration 81Q: 3 clusters Score -1107306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1107305.750000 Penalty: 906.751343
	Iteration 82Q: 3 clusters Score -1107306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1107308.250000 Penalty: 906.751343
	Iteration 83Q: 3 clusters Score -1107308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1107308.250000 Penalty: 906.751343
	Iteration 84Q: 3 clusters Score -1107308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1107305.875000 Penalty: 906.751343
	Iteration 85Q: 3 clusters Score -1107306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1107306.625000 Penalty: 906.751343
	Iteration 86Q: 3 clusters Score -1107307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1107309.000000 Penalty: 906.751343
	Iteration 87Q: 3 clusters Score -1107309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1107308.750000 Penalty: 906.751343
	Iteration 88Q: 3 clusters Score -1107309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1107307.250000 Penalty: 906.751343
	Iteration 89Q: 3 clusters Score -1107307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1107307.250000 Penalty: 906.751343
	Iteration 90F: 3 clusters Score -1107307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (75324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Entering Unmasked Estep 
Score: -3820585.250000 Penalty: 510.944702
	Iteration 0F: 2 clusters Score -3820585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -3769985.250000 Penalty: 1021.889404
	Iteration 0F: 3 clusters Score -3769985 nChanged 36529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -3791451.250000 Penalty: 1021.889404
	Iteration 1F: 3 clusters Score -3791451 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3792405.750000 Penalty: 1021.889404
	Iteration 2Q: 3 clusters Score -3792406 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3794026.250000 Penalty: 1021.889404
	Iteration 3Q: 3 clusters Score -3794026 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -3796822.500000 Penalty: 1021.889404
	Iteration 4F: 3 clusters Score -3796822 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -3801033.250000 Penalty: 1021.889404
	Iteration 5F: 3 clusters Score -3801033 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -3806080.000000 Penalty: 1021.889404
	Iteration 6F: 3 clusters Score -3806080 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -3809692.750000 Penalty: 1021.889404
	Iteration 7F: 3 clusters Score -3809693 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3811095.750000 Penalty: 1021.889404
	Iteration 8Q: 3 clusters Score -3811096 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3811683.000000 Penalty: 1021.889404
	Iteration 9Q: 3 clusters Score -3811683 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -3812047.500000 Penalty: 1021.889404
	Iteration 10Q: 3 clusters Score -3812048 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3812386.750000 Penalty: 1021.889404
	Iteration 11Q: 3 clusters Score -3812387 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3812816.500000 Penalty: 1021.889404
	Iteration 12Q: 3 clusters Score -3812816 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3813228.750000 Penalty: 1021.889404
	Iteration 13Q: 3 clusters Score -3813229 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -3813652.750000 Penalty: 1021.889404
	Iteration 14Q: 3 clusters Score -3813653 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3814032.750000 Penalty: 1021.889404
	Iteration 15Q: 3 clusters Score -3814033 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3814403.000000 Penalty: 1021.889404
	Iteration 16Q: 3 clusters Score -3814403 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3814714.000000 Penalty: 1021.889404
	Iteration 17Q: 3 clusters Score -3814714 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3814976.000000 Penalty: 1021.889404
	Iteration 18Q: 3 clusters Score -3814976 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3815203.750000 Penalty: 1021.889404
	Iteration 19Q: 3 clusters Score -3815204 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3815380.750000 Penalty: 1021.889404
	Iteration 20F: 3 clusters Score -3815381 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3815517.750000 Penalty: 1021.889404
	Iteration 21Q: 3 clusters Score -3815518 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3815621.250000 Penalty: 1021.889404
	Iteration 22Q: 3 clusters Score -3815621 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3815726.750000 Penalty: 1021.889404
	Iteration 23Q: 3 clusters Score -3815727 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3815843.500000 Penalty: 1021.889404
	Iteration 24Q: 3 clusters Score -3815844 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3815933.500000 Penalty: 1021.889404
	Iteration 25Q: 3 clusters Score -3815934 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3816033.000000 Penalty: 1021.889404
	Iteration 26Q: 3 clusters Score -3816033 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3816123.250000 Penalty: 1021.889404
	Iteration 27Q: 3 clusters Score -3816123 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3816187.750000 Penalty: 1021.889404
	Iteration 28Q: 3 clusters Score -3816188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3816283.000000 Penalty: 1021.889404
	Iteration 29Q: 3 clusters Score -3816283 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3816366.500000 Penalty: 1021.889404
	Iteration 30Q: 3 clusters Score -3816366 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3816444.250000 Penalty: 1021.889404
	Iteration 31Q: 3 clusters Score -3816444 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3816538.000000 Penalty: 1021.889404
	Iteration 32Q: 3 clusters Score -3816538 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3816630.750000 Penalty: 1021.889404
	Iteration 33Q: 3 clusters Score -3816631 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3816773.250000 Penalty: 1021.889404
	Iteration 34Q: 3 clusters Score -3816773 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3816863.500000 Penalty: 1021.889404
	Iteration 35Q: 3 clusters Score -3816864 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3816976.000000 Penalty: 1021.889404
	Iteration 36Q: 3 clusters Score -3816976 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3817097.750000 Penalty: 1021.889404
	Iteration 37Q: 3 clusters Score -3817098 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3817213.250000 Penalty: 1021.889404
	Iteration 38Q: 3 clusters Score -3817213 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3817307.000000 Penalty: 1021.889404
	Iteration 39Q: 3 clusters Score -3817307 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3817408.750000 Penalty: 1021.889404
	Iteration 40F: 3 clusters Score -3817409 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3817521.750000 Penalty: 1021.889404
	Iteration 41Q: 3 clusters Score -3817522 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3817645.750000 Penalty: 1021.889404
	Iteration 42Q: 3 clusters Score -3817646 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3817782.750000 Penalty: 1021.889404
	Iteration 43Q: 3 clusters Score -3817783 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3817909.500000 Penalty: 1021.889404
	Iteration 44Q: 3 clusters Score -3817910 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3818055.500000 Penalty: 1021.889404
	Iteration 45Q: 3 clusters Score -3818056 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3818176.750000 Penalty: 1021.889404
	Iteration 46Q: 3 clusters Score -3818177 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3818270.250000 Penalty: 1021.889404
	Iteration 47Q: 3 clusters Score -3818270 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3818374.250000 Penalty: 1021.889404
	Iteration 48Q: 3 clusters Score -3818374 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3818489.250000 Penalty: 1021.889404
	Iteration 49Q: 3 clusters Score -3818489 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3818562.250000 Penalty: 1021.889404
	Iteration 50Q: 3 clusters Score -3818562 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3818671.500000 Penalty: 1021.889404
	Iteration 51Q: 3 clusters Score -3818672 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3818766.000000 Penalty: 1021.889404
	Iteration 52Q: 3 clusters Score -3818766 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3818846.000000 Penalty: 1021.889404
	Iteration 53Q: 3 clusters Score -3818846 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3818933.000000 Penalty: 1021.889404
	Iteration 54Q: 3 clusters Score -3818933 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3819026.000000 Penalty: 1021.889404
	Iteration 55Q: 3 clusters Score -3819026 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3819088.750000 Penalty: 1021.889404
	Iteration 56Q: 3 clusters Score -3819089 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3819190.000000 Penalty: 1021.889404
	Iteration 57Q: 3 clusters Score -3819190 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3819264.500000 Penalty: 1021.889404
	Iteration 58Q: 3 clusters Score -3819264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3819343.500000 Penalty: 1021.889404
	Iteration 59Q: 3 clusters Score -3819344 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3819428.000000 Penalty: 1021.889404
	Iteration 60F: 3 clusters Score -3819428 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3819509.500000 Penalty: 1021.889404
	Iteration 61Q: 3 clusters Score -3819510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3819572.750000 Penalty: 1021.889404
	Iteration 62Q: 3 clusters Score -3819573 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3819638.000000 Penalty: 1021.889404
	Iteration 63Q: 3 clusters Score -3819638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3819696.500000 Penalty: 1021.889404
	Iteration 64Q: 3 clusters Score -3819696 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3819759.500000 Penalty: 1021.889404
	Iteration 65Q: 3 clusters Score -3819760 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3819818.750000 Penalty: 1021.889404
	Iteration 66Q: 3 clusters Score -3819819 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3819870.750000 Penalty: 1021.889404
	Iteration 67Q: 3 clusters Score -3819871 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3819922.500000 Penalty: 1021.889404
	Iteration 68Q: 3 clusters Score -3819922 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3819962.500000 Penalty: 1021.889404
	Iteration 69Q: 3 clusters Score -3819962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3819997.500000 Penalty: 1021.889404
	Iteration 70Q: 3 clusters Score -3819998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3820038.000000 Penalty: 1021.889404
	Iteration 71Q: 3 clusters Score -3820038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3820057.250000 Penalty: 1021.889404
	Iteration 72Q: 3 clusters Score -3820057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3820075.500000 Penalty: 1021.889404
	Iteration 73Q: 3 clusters Score -3820076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3820104.250000 Penalty: 1021.889404
	Iteration 74Q: 3 clusters Score -3820104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3820128.750000 Penalty: 1021.889404
	Iteration 75Q: 3 clusters Score -3820129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3820138.250000 Penalty: 1021.889404
	Iteration 76Q: 3 clusters Score -3820138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3820145.750000 Penalty: 1021.889404
	Iteration 77Q: 3 clusters Score -3820146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3820161.500000 Penalty: 1021.889404
	Iteration 78Q: 3 clusters Score -3820162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3820156.500000 Penalty: 1021.889404
	Iteration 79Q: 3 clusters Score -3820156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3820164.750000 Penalty: 1021.889404
	Iteration 80F: 3 clusters Score -3820165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3820176.750000 Penalty: 1021.889404
	Iteration 81Q: 3 clusters Score -3820177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3820195.000000 Penalty: 1021.889404
	Iteration 82Q: 3 clusters Score -3820195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3820186.000000 Penalty: 1021.889404
	Iteration 83Q: 3 clusters Score -3820186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3820193.500000 Penalty: 1021.889404
	Iteration 84Q: 3 clusters Score -3820194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3820195.000000 Penalty: 1021.889404
	Iteration 85Q: 3 clusters Score -3820195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3820197.000000 Penalty: 1021.889404
	Iteration 86Q: 3 clusters Score -3820197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3820202.500000 Penalty: 1021.889404
	Iteration 87Q: 3 clusters Score -3820202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3820207.000000 Penalty: 1021.889404
	Iteration 88Q: 3 clusters Score -3820207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3820209.250000 Penalty: 1021.889404
	Iteration 89Q: 3 clusters Score -3820209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3820205.000000 Penalty: 1021.889404
	Iteration 90Q: 3 clusters Score -3820205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3820212.500000 Penalty: 1021.889404
	Iteration 91Q: 3 clusters Score -3820212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3820215.000000 Penalty: 1021.889404
	Iteration 92Q: 3 clusters Score -3820215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3820216.000000 Penalty: 1021.889404
	Iteration 93Q: 3 clusters Score -3820216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3820217.000000 Penalty: 1021.889404
	Iteration 94Q: 3 clusters Score -3820217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3820224.750000 Penalty: 1021.889404
	Iteration 95Q: 3 clusters Score -3820225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3820231.500000 Penalty: 1021.889404
	Iteration 96Q: 3 clusters Score -3820232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3820234.500000 Penalty: 1021.889404
	Iteration 97Q: 3 clusters Score -3820234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3820242.000000 Penalty: 1021.889404
	Iteration 98Q: 3 clusters Score -3820242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3820250.500000 Penalty: 1021.889404
	Iteration 99Q: 3 clusters Score -3820250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3820251.250000 Penalty: 1021.889404
	Iteration 100F: 3 clusters Score -3820251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3820253.250000 Penalty: 1021.889404
	Iteration 101Q: 3 clusters Score -3820253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3820253.750000 Penalty: 1021.889404
	Iteration 102Q: 3 clusters Score -3820254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3820251.750000 Penalty: 1021.889404
	Iteration 103Q: 3 clusters Score -3820252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3820253.000000 Penalty: 1021.889404
	Iteration 104Q: 3 clusters Score -3820253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3820255.750000 Penalty: 1021.889404
	Iteration 105Q: 3 clusters Score -3820256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3820261.000000 Penalty: 1021.889404
	Iteration 106Q: 3 clusters Score -3820261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3820264.250000 Penalty: 1021.889404
	Iteration 107Q: 3 clusters Score -3820264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3820265.500000 Penalty: 1021.889404
	Iteration 108Q: 3 clusters Score -3820266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3820265.500000 Penalty: 1021.889404
	Iteration 109Q: 3 clusters Score -3820266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3820264.750000 Penalty: 1021.889404
	Iteration 110Q: 3 clusters Score -3820265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3820261.000000 Penalty: 1021.889404
	Iteration 111Q: 3 clusters Score -3820261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3820265.000000 Penalty: 1021.889404
	Iteration 112Q: 3 clusters Score -3820265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3820266.000000 Penalty: 1021.889404
	Iteration 113Q: 3 clusters Score -3820266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3820268.250000 Penalty: 1021.889404
	Iteration 114Q: 3 clusters Score -3820268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3820266.250000 Penalty: 1021.889404
	Iteration 115Q: 3 clusters Score -3820266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3820265.750000 Penalty: 1021.889404
	Iteration 116Q: 3 clusters Score -3820266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3820263.500000 Penalty: 1021.889404
	Iteration 117Q: 3 clusters Score -3820264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3820272.000000 Penalty: 1021.889404
	Iteration 118Q: 3 clusters Score -3820272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3820271.250000 Penalty: 1021.889404
	Iteration 119Q: 3 clusters Score -3820271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3820265.750000 Penalty: 1021.889404
	Iteration 120F: 3 clusters Score -3820266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3820271.750000 Penalty: 1021.889404
	Iteration 121Q: 3 clusters Score -3820272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3820276.250000 Penalty: 1021.889404
	Iteration 122Q: 3 clusters Score -3820276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3820275.000000 Penalty: 1021.889404
	Iteration 123Q: 3 clusters Score -3820275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3820273.750000 Penalty: 1021.889404
	Iteration 124Q: 3 clusters Score -3820274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3820272.500000 Penalty: 1021.889404
	Iteration 125Q: 3 clusters Score -3820272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3820273.500000 Penalty: 1021.889404
	Iteration 126Q: 3 clusters Score -3820274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3820273.000000 Penalty: 1021.889404
	Iteration 127Q: 3 clusters Score -3820273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3820270.750000 Penalty: 1021.889404
	Iteration 128Q: 3 clusters Score -3820271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3820268.750000 Penalty: 1021.889404
	Iteration 129Q: 3 clusters Score -3820269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3820279.000000 Penalty: 1021.889404
	Iteration 130Q: 3 clusters Score -3820279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3820282.750000 Penalty: 1021.889404
	Iteration 131Q: 3 clusters Score -3820283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3820282.000000 Penalty: 1021.889404
	Iteration 132Q: 3 clusters Score -3820282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3820279.750000 Penalty: 1021.889404
	Iteration 133Q: 3 clusters Score -3820280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3820279.750000 Penalty: 1021.889404
	Iteration 134Q: 3 clusters Score -3820280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3820276.000000 Penalty: 1021.889404
	Iteration 135Q: 3 clusters Score -3820276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3820275.250000 Penalty: 1021.889404
	Iteration 136Q: 3 clusters Score -3820275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3820277.250000 Penalty: 1021.889404
	Iteration 137Q: 3 clusters Score -3820277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3820277.250000 Penalty: 1021.889404
	Iteration 138Q: 3 clusters Score -3820277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3820278.750000 Penalty: 1021.889404
	Iteration 139Q: 3 clusters Score -3820279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3820278.750000 Penalty: 1021.889404
	Iteration 140F: 3 clusters Score -3820279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -188504.578125 Penalty: 377.481506
	Iteration 0F: 2 clusters Score -188504.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -185757.015625 Penalty: 754.963013
	Iteration 0F: 3 clusters Score -185757 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -186664.312500 Penalty: 754.963013
	Iteration 1F: 3 clusters Score -186664.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -186766.031250 Penalty: 754.963013
	Iteration 2F: 3 clusters Score -186766 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -186863.328125 Penalty: 754.963013
	Iteration 3F: 3 clusters Score -186863.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -186938.640625 Penalty: 754.963013
	Iteration 4Q: 3 clusters Score -186938.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -187009.140625 Penalty: 754.963013
	Iteration 5Q: 3 clusters Score -187009.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -187091.875000 Penalty: 754.963013
	Iteration 6Q: 3 clusters Score -187091.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -187188.796875 Penalty: 754.963013
	Iteration 7Q: 3 clusters Score -187188.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -187317.906250 Penalty: 754.963013
	Iteration 8Q: 3 clusters Score -187317.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -187465.218750 Penalty: 754.963013
	Iteration 9Q: 3 clusters Score -187465.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -187580.937500 Penalty: 754.963013
	Iteration 10Q: 3 clusters Score -187580.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -187655.984375 Penalty: 754.963013
	Iteration 11Q: 3 clusters Score -187656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -187705.234375 Penalty: 754.963013
	Iteration 12Q: 3 clusters Score -187705.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -187741.859375 Penalty: 754.963013
	Iteration 13Q: 3 clusters Score -187741.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -187771.015625 Penalty: 754.963013
	Iteration 14Q: 3 clusters Score -187771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187799.625000 Penalty: 754.963013
	Iteration 15Q: 3 clusters Score -187799.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -187823.984375 Penalty: 754.963013
	Iteration 16Q: 3 clusters Score -187824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187846.578125 Penalty: 754.963013
	Iteration 17Q: 3 clusters Score -187846.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -187873.187500 Penalty: 754.963013
	Iteration 18Q: 3 clusters Score -187873.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -187906.250000 Penalty: 754.963013
	Iteration 19Q: 3 clusters Score -187906.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -187925.718750 Penalty: 754.963013
	Iteration 20F: 3 clusters Score -187925.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -187947.453125 Penalty: 754.963013
	Iteration 21Q: 3 clusters Score -187947.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -187975.515625 Penalty: 754.963013
	Iteration 22Q: 3 clusters Score -187975.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -187997.750000 Penalty: 754.963013
	Iteration 23Q: 3 clusters Score -187997.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -188015.312500 Penalty: 754.963013
	Iteration 24Q: 3 clusters Score -188015.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -188028.218750 Penalty: 754.963013
	Iteration 25Q: 3 clusters Score -188028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -188038.875000 Penalty: 754.963013
	Iteration 26Q: 3 clusters Score -188038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -188045.968750 Penalty: 754.963013
	Iteration 27Q: 3 clusters Score -188046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -188050.609375 Penalty: 754.963013
	Iteration 28Q: 3 clusters Score -188050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -188054.406250 Penalty: 754.963013
	Iteration 29Q: 3 clusters Score -188054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -188057.890625 Penalty: 754.963013
	Iteration 30Q: 3 clusters Score -188057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -188061.593750 Penalty: 754.963013
	Iteration 31Q: 3 clusters Score -188061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -188065.171875 Penalty: 754.963013
	Iteration 32Q: 3 clusters Score -188065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -188073.468750 Penalty: 754.963013
	Iteration 33Q: 3 clusters Score -188073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -188084.968750 Penalty: 754.963013
	Iteration 34Q: 3 clusters Score -188085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -188099.734375 Penalty: 754.963013
	Iteration 35Q: 3 clusters Score -188099.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -188115.218750 Penalty: 754.963013
	Iteration 36Q: 3 clusters Score -188115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -188125.734375 Penalty: 754.963013
	Iteration 37Q: 3 clusters Score -188125.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -188136.734375 Penalty: 754.963013
	Iteration 38Q: 3 clusters Score -188136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -188143.234375 Penalty: 754.963013
	Iteration 39Q: 3 clusters Score -188143.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -188151.687500 Penalty: 754.963013
	Iteration 40F: 3 clusters Score -188151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -188157.953125 Penalty: 754.963013
	Iteration 41Q: 3 clusters Score -188158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -188162.203125 Penalty: 754.963013
	Iteration 42Q: 3 clusters Score -188162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -188164.000000 Penalty: 754.963013
	Iteration 43Q: 3 clusters Score -188164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -188165.062500 Penalty: 754.963013
	Iteration 44Q: 3 clusters Score -188165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -188166.250000 Penalty: 754.963013
	Iteration 45Q: 3 clusters Score -188166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -188168.984375 Penalty: 754.963013
	Iteration 46Q: 3 clusters Score -188169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -188170.703125 Penalty: 754.963013
	Iteration 47Q: 3 clusters Score -188170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -188172.921875 Penalty: 754.963013
	Iteration 48Q: 3 clusters Score -188172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -188173.718750 Penalty: 754.963013
	Iteration 49Q: 3 clusters Score -188173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -188175.656250 Penalty: 754.963013
	Iteration 50Q: 3 clusters Score -188175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -188177.515625 Penalty: 754.963013
	Iteration 51Q: 3 clusters Score -188177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -188178.218750 Penalty: 754.963013
	Iteration 52Q: 3 clusters Score -188178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -188179.375000 Penalty: 754.963013
	Iteration 53Q: 3 clusters Score -188179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -188179.375000 Penalty: 754.963013
	Iteration 54F: 3 clusters Score -188179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -179540.750000 Penalty: 376.795410
	Iteration 0F: 2 clusters Score -179540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -176872.734375 Penalty: 753.590820
	Iteration 0F: 3 clusters Score -176872.7 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -177838.203125 Penalty: 753.590820
	Iteration 1F: 3 clusters Score -177838.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -177957.859375 Penalty: 753.590820
	Iteration 2F: 3 clusters Score -177957.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -178095.671875 Penalty: 753.590820
	Iteration 3F: 3 clusters Score -178095.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -178285.671875 Penalty: 753.590820
	Iteration 4F: 3 clusters Score -178285.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -178520.562500 Penalty: 753.590820
	Iteration 5F: 3 clusters Score -178520.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -178741.406250 Penalty: 753.590820
	Iteration 6F: 3 clusters Score -178741.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -178928.781250 Penalty: 753.590820
	Iteration 7F: 3 clusters Score -178928.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -179033.531250 Penalty: 753.590820
	Iteration 8Q: 3 clusters Score -179033.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -179118.781250 Penalty: 753.590820
	Iteration 9Q: 3 clusters Score -179118.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -179204.578125 Penalty: 753.590820
	Iteration 10Q: 3 clusters Score -179204.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -179261.093750 Penalty: 753.590820
	Iteration 11Q: 3 clusters Score -179261.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -179286.359375 Penalty: 753.590820
	Iteration 12Q: 3 clusters Score -179286.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -179299.125000 Penalty: 753.590820
	Iteration 13Q: 3 clusters Score -179299.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -179305.515625 Penalty: 753.590820
	Iteration 14Q: 3 clusters Score -179305.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -179308.953125 Penalty: 753.590820
	Iteration 15Q: 3 clusters Score -179309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -179309.656250 Penalty: 753.590820
	Iteration 16Q: 3 clusters Score -179309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -179309.781250 Penalty: 753.590820
	Iteration 17Q: 3 clusters Score -179309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -179309.984375 Penalty: 753.590820
	Iteration 18Q: 3 clusters Score -179310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -179309.984375 Penalty: 753.590820
	Iteration 19F: 3 clusters Score -179310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -17581.660156 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -17581.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17176.126953 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -17176.13 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17265.935547 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -17265.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17312.585938 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -17312.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17332.861328 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -17332.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17345.308594 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -17345.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17348.720703 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -17348.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17351.601562 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -17351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17353.945312 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -17353.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17356.386719 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -17356.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17361.009766 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -17361.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17363.339844 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -17363.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17363.931641 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -17363.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17364.410156 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -17364.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17365.210938 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -17365.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17365.210938 Penalty: 539.350281
	Iteration 14F: 3 clusters Score -17365.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -420182.625000 Penalty: 409.116058
	Iteration 0F: 2 clusters Score -420182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -414877.093750 Penalty: 818.232117
	Iteration 0F: 3 clusters Score -414877.1 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -416963.687500 Penalty: 818.232117
	Iteration 1F: 3 clusters Score -416963.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -417123.968750 Penalty: 818.232117
	Iteration 2F: 3 clusters Score -417124 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -417324.125000 Penalty: 818.232117
	Iteration 3Q: 3 clusters Score -417324.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -417649.093750 Penalty: 818.232117
	Iteration 4F: 3 clusters Score -417649.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -418122.031250 Penalty: 818.232117
	Iteration 5F: 3 clusters Score -418122 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -418681.625000 Penalty: 818.232117
	Iteration 6F: 3 clusters Score -418681.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -419152.000000 Penalty: 818.232117
	Iteration 7F: 3 clusters Score -419152 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -419367.000000 Penalty: 818.232117
	Iteration 8Q: 3 clusters Score -419367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -419438.750000 Penalty: 818.232117
	Iteration 9Q: 3 clusters Score -419438.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -419476.031250 Penalty: 818.232117
	Iteration 10Q: 3 clusters Score -419476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -419504.562500 Penalty: 818.232117
	Iteration 11Q: 3 clusters Score -419504.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -419524.000000 Penalty: 818.232117
	Iteration 12Q: 3 clusters Score -419524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -419542.937500 Penalty: 818.232117
	Iteration 13Q: 3 clusters Score -419542.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -419559.750000 Penalty: 818.232117
	Iteration 14Q: 3 clusters Score -419559.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -419579.437500 Penalty: 818.232117
	Iteration 15Q: 3 clusters Score -419579.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -419604.093750 Penalty: 818.232117
	Iteration 16Q: 3 clusters Score -419604.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -419626.562500 Penalty: 818.232117
	Iteration 17Q: 3 clusters Score -419626.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -419645.125000 Penalty: 818.232117
	Iteration 18Q: 3 clusters Score -419645.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -419667.218750 Penalty: 818.232117
	Iteration 19Q: 3 clusters Score -419667.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -419688.437500 Penalty: 818.232117
	Iteration 20F: 3 clusters Score -419688.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -419708.250000 Penalty: 818.232117
	Iteration 21Q: 3 clusters Score -419708.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -419730.031250 Penalty: 818.232117
	Iteration 22Q: 3 clusters Score -419730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -419753.343750 Penalty: 818.232117
	Iteration 23Q: 3 clusters Score -419753.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -419773.750000 Penalty: 818.232117
	Iteration 24Q: 3 clusters Score -419773.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -419788.687500 Penalty: 818.232117
	Iteration 25Q: 3 clusters Score -419788.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -419798.593750 Penalty: 818.232117
	Iteration 26Q: 3 clusters Score -419798.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -419804.031250 Penalty: 818.232117
	Iteration 27Q: 3 clusters Score -419804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -419809.531250 Penalty: 818.232117
	Iteration 28Q: 3 clusters Score -419809.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -419815.687500 Penalty: 818.232117
	Iteration 29Q: 3 clusters Score -419815.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -419819.437500 Penalty: 818.232117
	Iteration 30Q: 3 clusters Score -419819.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -419822.968750 Penalty: 818.232117
	Iteration 31Q: 3 clusters Score -419823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -419826.406250 Penalty: 818.232117
	Iteration 32Q: 3 clusters Score -419826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -419827.937500 Penalty: 818.232117
	Iteration 33Q: 3 clusters Score -419827.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -419828.843750 Penalty: 818.232117
	Iteration 34Q: 3 clusters Score -419828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -419831.187500 Penalty: 818.232117
	Iteration 35Q: 3 clusters Score -419831.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -419834.843750 Penalty: 818.232117
	Iteration 36Q: 3 clusters Score -419834.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -419837.875000 Penalty: 818.232117
	Iteration 37Q: 3 clusters Score -419837.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -419840.718750 Penalty: 818.232117
	Iteration 38Q: 3 clusters Score -419840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -419842.406250 Penalty: 818.232117
	Iteration 39Q: 3 clusters Score -419842.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -419845.781250 Penalty: 818.232117
	Iteration 40F: 3 clusters Score -419845.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -419846.937500 Penalty: 818.232117
	Iteration 41Q: 3 clusters Score -419846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -419849.062500 Penalty: 818.232117
	Iteration 42Q: 3 clusters Score -419849.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -419852.375000 Penalty: 818.232117
	Iteration 43Q: 3 clusters Score -419852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -419854.437500 Penalty: 818.232117
	Iteration 44Q: 3 clusters Score -419854.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -419857.218750 Penalty: 818.232117
	Iteration 45Q: 3 clusters Score -419857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -419859.906250 Penalty: 818.232117
	Iteration 46Q: 3 clusters Score -419859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -419859.843750 Penalty: 818.232117
	Iteration 47Q: 3 clusters Score -419859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -419860.343750 Penalty: 818.232117
	Iteration 48Q: 3 clusters Score -419860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -419860.781250 Penalty: 818.232117
	Iteration 49Q: 3 clusters Score -419860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -419861.562500 Penalty: 818.232117
	Iteration 50Q: 3 clusters Score -419861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -419862.937500 Penalty: 818.232117
	Iteration 51Q: 3 clusters Score -419862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -419864.437500 Penalty: 818.232117
	Iteration 52Q: 3 clusters Score -419864.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -419865.781250 Penalty: 818.232117
	Iteration 53Q: 3 clusters Score -419865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -419865.906250 Penalty: 818.232117
	Iteration 54Q: 3 clusters Score -419865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -419867.000000 Penalty: 818.232117
	Iteration 55Q: 3 clusters Score -419867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -419868.781250 Penalty: 818.232117
	Iteration 56Q: 3 clusters Score -419868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -419870.562500 Penalty: 818.232117
	Iteration 57Q: 3 clusters Score -419870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -419870.562500 Penalty: 818.232117
	Iteration 58Q: 3 clusters Score -419870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -419874.937500 Penalty: 818.232117
	Iteration 59Q: 3 clusters Score -419874.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -419876.250000 Penalty: 818.232117
	Iteration 60F: 3 clusters Score -419876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -419876.750000 Penalty: 818.232117
	Iteration 61Q: 3 clusters Score -419876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -419876.312500 Penalty: 818.232117
	Iteration 62Q: 3 clusters Score -419876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -419876.937500 Penalty: 818.232117
	Iteration 63Q: 3 clusters Score -419876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -419877.312500 Penalty: 818.232117
	Iteration 64Q: 3 clusters Score -419877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -419877.875000 Penalty: 818.232117
	Iteration 65Q: 3 clusters Score -419877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -419877.593750 Penalty: 818.232117
	Iteration 66Q: 3 clusters Score -419877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -419877.593750 Penalty: 818.232117
	Iteration 67F: 3 clusters Score -419877.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -27723.267578 Penalty: 293.996796
	Iteration 0F: 2 clusters Score -27723.27 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 308 members 
Entering Unmasked Estep 
Score: -27145.058594 Penalty: 587.993591
	Iteration 0F: 3 clusters Score -27145.06 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27337.654297 Penalty: 587.993591
	Iteration 1F: 3 clusters Score -27337.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27376.517578 Penalty: 587.993591
	Iteration 2F: 3 clusters Score -27376.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27428.673828 Penalty: 587.993591
	Iteration 3F: 3 clusters Score -27428.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27458.564453 Penalty: 587.993591
	Iteration 4F: 3 clusters Score -27458.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27486.751953 Penalty: 587.993591
	Iteration 5F: 3 clusters Score -27486.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27511.257812 Penalty: 587.993591
	Iteration 6Q: 3 clusters Score -27511.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -27526.279297 Penalty: 587.993591
	Iteration 7Q: 3 clusters Score -27526.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27535.646484 Penalty: 587.993591
	Iteration 8Q: 3 clusters Score -27535.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27538.892578 Penalty: 587.993591
	Iteration 9Q: 3 clusters Score -27538.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27539.792969 Penalty: 587.993591
	Iteration 10Q: 3 clusters Score -27539.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -27542.824219 Penalty: 587.993591
	Iteration 11Q: 3 clusters Score -27542.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -27543.847656 Penalty: 587.993591
	Iteration 12Q: 3 clusters Score -27543.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27547.501953 Penalty: 587.993591
	Iteration 13Q: 3 clusters Score -27547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -27551.968750 Penalty: 587.993591
	Iteration 14Q: 3 clusters Score -27551.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -27557.808594 Penalty: 587.993591
	Iteration 15Q: 3 clusters Score -27557.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -27558.859375 Penalty: 587.993591
	Iteration 16Q: 3 clusters Score -27558.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -27559.046875 Penalty: 587.993591
	Iteration 17Q: 3 clusters Score -27559.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -27559.328125 Penalty: 587.993591
	Iteration 18Q: 3 clusters Score -27559.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -27559.328125 Penalty: 587.993591
	Iteration 19F: 3 clusters Score -27559.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5018.291992 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5018.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4807.030762 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -4807.031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4852.689453 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -4852.689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4873.719727 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -4873.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4876.576172 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -4876.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4876.576172 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -4876.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 27478 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21254 members 
Mstep: Class 16 contains 75324 members 
Mstep: Class 17 contains 4009 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294030.000000 Penalty: 14394.557617
Iteration 119Q: 25 clusters Score -2.529403e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 12562 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27549 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 18109 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21625 members 
Mstep: Class 16 contains 75341 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 339234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294304.000000 Penalty: 14394.557617
Iteration 120F: 25 clusters Score -2.52943e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27570 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 17857 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 21962 members 
Mstep: Class 16 contains 75204 members 
Mstep: Class 17 contains 3950 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 339387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294380.000000 Penalty: 14394.557617
Iteration 121Q: 25 clusters Score -2.529438e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27607 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6875 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 75072 members 
Mstep: Class 17 contains 3924 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 339482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294630.000000 Penalty: 14394.557617
Iteration 122Q: 25 clusters Score -2.529463e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 12235 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27654 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6883 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 22688 members 
Mstep: Class 16 contains 74914 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 3993 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8078 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 565 members 
Mstep: Class 24 contains 339595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294734.000000 Penalty: 14394.557617
Iteration 123Q: 25 clusters Score -2.529473e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 12137 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27711 members 
Mstep: Class 6 contains 545 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6890 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 17171 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 23041 members 
Mstep: Class 16 contains 74747 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 588 members 
Mstep: Class 24 contains 339746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294778.000000 Penalty: 14394.557617
Iteration 124Q: 25 clusters Score -2.529478e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27765 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 16924 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 23385 members 
Mstep: Class 16 contains 74579 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 679 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 339887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295030.000000 Penalty: 14394.557617
Iteration 125Q: 25 clusters Score -2.529503e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 23673 members 
Mstep: Class 16 contains 74399 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 340104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295106.000000 Penalty: 14394.557617
Iteration 126Q: 25 clusters Score -2.529511e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27893 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 16421 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 23961 members 
Mstep: Class 16 contains 74189 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 340314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295122.000000 Penalty: 14394.557617
Iteration 127Q: 25 clusters Score -2.529512e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 11779 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 27941 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6896 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 16163 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 24233 members 
Mstep: Class 16 contains 73999 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 676 members 
Mstep: Class 24 contains 340533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295268.000000 Penalty: 14394.557617
Iteration 128Q: 25 clusters Score -2.529527e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 11685 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 28005 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 15903 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 24466 members 
Mstep: Class 16 contains 73853 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 734 members 
Mstep: Class 24 contains 340764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295440.000000 Penalty: 14394.557617
Iteration 129Q: 25 clusters Score -2.529544e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 28097 members 
Mstep: Class 6 contains 347 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 15615 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 24698 members 
Mstep: Class 16 contains 73727 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 786 members 
Mstep: Class 24 contains 340953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295502.000000 Penalty: 14394.557617
Iteration 130Q: 25 clusters Score -2.52955e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 28193 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 15345 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 24930 members 
Mstep: Class 16 contains 73611 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 808 members 
Mstep: Class 24 contains 341105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295530.000000 Penalty: 14394.557617
Iteration 131Q: 25 clusters Score -2.529553e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28287 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 15084 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 25146 members 
Mstep: Class 16 contains 73492 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 727 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 825 members 
Mstep: Class 24 contains 341252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295538.000000 Penalty: 14394.557617
Iteration 132Q: 25 clusters Score -2.529554e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28399 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 576 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 25335 members 
Mstep: Class 16 contains 73378 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 732 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 829 members 
Mstep: Class 24 contains 341389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295492.000000 Penalty: 14394.557617
Iteration 133Q: 25 clusters Score -2.529549e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 11288 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28515 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 738 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 14582 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 25529 members 
Mstep: Class 16 contains 73272 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 4260 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8289 members 
Mstep: Class 21 contains 735 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 830 members 
Mstep: Class 24 contains 341508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295472.000000 Penalty: 14394.557617
Iteration 134Q: 25 clusters Score -2.529547e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 11208 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 14345 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 25716 members 
Mstep: Class 16 contains 73161 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 4287 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 831 members 
Mstep: Class 24 contains 341640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295544.000000 Penalty: 14394.557617
Iteration 135Q: 25 clusters Score -2.529554e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28726 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 4734 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 25913 members 
Mstep: Class 16 contains 73050 members 
Mstep: Class 17 contains 3349 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8323 members 
Mstep: Class 21 contains 749 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 341780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295608.000000 Penalty: 14394.557617
Iteration 136Q: 25 clusters Score -2.529561e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28838 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 13919 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 26119 members 
Mstep: Class 16 contains 72934 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 341893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295564.000000 Penalty: 14394.557617
Iteration 137Q: 25 clusters Score -2.529556e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10957 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 28953 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 26325 members 
Mstep: Class 16 contains 72800 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8346 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 342039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295568.000000 Penalty: 14394.557617
Iteration 138Q: 25 clusters Score -2.529557e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10875 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29054 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 13508 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 72680 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 342149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295578.000000 Penalty: 14394.557617
Iteration 139Q: 25 clusters Score -2.529558e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10790 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29162 members 
Mstep: Class 6 contains 303 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6883 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 26733 members 
Mstep: Class 16 contains 72563 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 342258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295724.000000 Penalty: 14394.557617
Iteration 140F: 25 clusters Score -2.529572e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 10707 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29270 members 
Mstep: Class 6 contains 234 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6885 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 13134 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 26935 members 
Mstep: Class 16 contains 72469 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 342349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295874.000000 Penalty: 14394.557617
Iteration 141Q: 25 clusters Score -2.529587e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 10626 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29384 members 
Mstep: Class 6 contains 217 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 6892 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 12959 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 27148 members 
Mstep: Class 16 contains 72356 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 342401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295866.000000 Penalty: 14394.557617
Iteration 142Q: 25 clusters Score -2.529587e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 10552 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29496 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 27362 members 
Mstep: Class 16 contains 72251 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295940.000000 Penalty: 14394.557617
Iteration 143Q: 25 clusters Score -2.529594e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 10477 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29595 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 72157 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 4441 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295928.000000 Penalty: 14394.557617
Iteration 144Q: 25 clusters Score -2.529593e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29680 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 707 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 27837 members 
Mstep: Class 16 contains 72045 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8493 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296080.000000 Penalty: 14394.557617
Iteration 145Q: 25 clusters Score -2.529608e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 10308 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29742 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 12366 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 28080 members 
Mstep: Class 16 contains 71931 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 4472 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296038.000000 Penalty: 14394.557617
Iteration 146Q: 25 clusters Score -2.529604e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 10226 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29813 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 12217 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 28308 members 
Mstep: Class 16 contains 71840 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296100.000000 Penalty: 14394.557617
Iteration 147Q: 25 clusters Score -2.52961e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 10129 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29891 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 12077 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 28562 members 
Mstep: Class 16 contains 71731 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 4497 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8591 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296200.000000 Penalty: 14394.557617
Iteration 148Q: 25 clusters Score -2.52962e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 10055 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 29961 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 71616 members 
Mstep: Class 17 contains 2922 members 
Mstep: Class 18 contains 4511 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296326.000000 Penalty: 14394.557617
Iteration 149Q: 25 clusters Score -2.529633e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 9986 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30014 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 699 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 11831 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 29096 members 
Mstep: Class 16 contains 71487 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296260.000000 Penalty: 14394.557617
Iteration 150Q: 25 clusters Score -2.529626e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 9938 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30061 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 698 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 29386 members 
Mstep: Class 16 contains 71370 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296280.000000 Penalty: 14394.557617
Iteration 151Q: 25 clusters Score -2.529628e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 9874 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30114 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 11665 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 29685 members 
Mstep: Class 16 contains 71241 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 4547 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 8697 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296404.000000 Penalty: 14394.557617
Iteration 152Q: 25 clusters Score -2.52964e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 9802 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30167 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 4479 members 
Mstep: Class 11 contains 11602 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 71110 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296526.000000 Penalty: 14394.557617
Iteration 153Q: 25 clusters Score -2.529653e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 9722 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30224 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6968 members 
Mstep: Class 9 contains 695 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 11528 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 30257 members 
Mstep: Class 16 contains 70984 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 4581 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8734 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296632.000000 Penalty: 14394.557617
Iteration 154Q: 25 clusters Score -2.529663e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30277 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 11464 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 30520 members 
Mstep: Class 16 contains 70872 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8754 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296704.000000 Penalty: 14394.557617
Iteration 155Q: 25 clusters Score -2.52967e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30328 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 11404 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 30795 members 
Mstep: Class 16 contains 70745 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 4608 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8770 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296722.000000 Penalty: 14394.557617
Iteration 156Q: 25 clusters Score -2.529672e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30397 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 6996 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 11345 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 31059 members 
Mstep: Class 16 contains 70633 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8789 members 
Mstep: Class 21 contains 793 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 342042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296704.000000 Penalty: 14394.557617
Iteration 157Q: 25 clusters Score -2.52967e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30453 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 7007 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 31336 members 
Mstep: Class 16 contains 70510 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8806 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296826.000000 Penalty: 14394.557617
Iteration 158Q: 25 clusters Score -2.529683e+07 nChanged 675
Entering ConstructFrom: 
Score: -25296826.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -120578.250000 Penalty: 355.555176
	Iteration 0F: 2 clusters Score -120578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -118859.070312 Penalty: 711.110352
	Iteration 0F: 3 clusters Score -118859.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -119515.289062 Penalty: 711.110352
	Iteration 1F: 3 clusters Score -119515.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -119688.656250 Penalty: 711.110352
	Iteration 2F: 3 clusters Score -119688.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119824.460938 Penalty: 711.110352
	Iteration 3F: 3 clusters Score -119824.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119931.500000 Penalty: 711.110352
	Iteration 4F: 3 clusters Score -119931.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120007.789062 Penalty: 711.110352
	Iteration 5Q: 3 clusters Score -120007.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -120051.710938 Penalty: 711.110352
	Iteration 6Q: 3 clusters Score -120051.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120070.109375 Penalty: 711.110352
	Iteration 7Q: 3 clusters Score -120070.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120082.179688 Penalty: 711.110352
	Iteration 8Q: 3 clusters Score -120082.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120089.585938 Penalty: 711.110352
	Iteration 9Q: 3 clusters Score -120089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -120097.351562 Penalty: 711.110352
	Iteration 10Q: 3 clusters Score -120097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120100.718750 Penalty: 711.110352
	Iteration 11Q: 3 clusters Score -120100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120104.898438 Penalty: 711.110352
	Iteration 12Q: 3 clusters Score -120104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120108.039062 Penalty: 711.110352
	Iteration 13Q: 3 clusters Score -120108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120111.273438 Penalty: 711.110352
	Iteration 14Q: 3 clusters Score -120111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120113.851562 Penalty: 711.110352
	Iteration 15Q: 3 clusters Score -120113.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120118.867188 Penalty: 711.110352
	Iteration 16Q: 3 clusters Score -120118.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120122.546875 Penalty: 711.110352
	Iteration 17Q: 3 clusters Score -120122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120124.820312 Penalty: 711.110352
	Iteration 18Q: 3 clusters Score -120124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120127.789062 Penalty: 711.110352
	Iteration 19Q: 3 clusters Score -120127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120130.007812 Penalty: 711.110352
	Iteration 20F: 3 clusters Score -120130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120133.476562 Penalty: 711.110352
	Iteration 21Q: 3 clusters Score -120133.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120138.789062 Penalty: 711.110352
	Iteration 22Q: 3 clusters Score -120138.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120144.859375 Penalty: 711.110352
	Iteration 23Q: 3 clusters Score -120144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120148.265625 Penalty: 711.110352
	Iteration 24Q: 3 clusters Score -120148.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120154.195312 Penalty: 711.110352
	Iteration 25Q: 3 clusters Score -120154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120160.218750 Penalty: 711.110352
	Iteration 26Q: 3 clusters Score -120160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120164.570312 Penalty: 711.110352
	Iteration 27Q: 3 clusters Score -120164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120169.296875 Penalty: 711.110352
	Iteration 28Q: 3 clusters Score -120169.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120175.265625 Penalty: 711.110352
	Iteration 29Q: 3 clusters Score -120175.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -120184.250000 Penalty: 711.110352
	Iteration 30Q: 3 clusters Score -120184.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120198.578125 Penalty: 711.110352
	Iteration 31Q: 3 clusters Score -120198.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -120216.507812 Penalty: 711.110352
	Iteration 32Q: 3 clusters Score -120216.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -120235.078125 Penalty: 711.110352
	Iteration 33Q: 3 clusters Score -120235.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -120244.601562 Penalty: 711.110352
	Iteration 34Q: 3 clusters Score -120244.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -120253.882812 Penalty: 711.110352
	Iteration 35Q: 3 clusters Score -120253.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -120260.781250 Penalty: 711.110352
	Iteration 36Q: 3 clusters Score -120260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -120265.046875 Penalty: 711.110352
	Iteration 37Q: 3 clusters Score -120265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -120269.210938 Penalty: 711.110352
	Iteration 38Q: 3 clusters Score -120269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -120270.796875 Penalty: 711.110352
	Iteration 39Q: 3 clusters Score -120270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -120271.039062 Penalty: 711.110352
	Iteration 40F: 3 clusters Score -120271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120271.187500 Penalty: 711.110352
	Iteration 41Q: 3 clusters Score -120271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120271.187500 Penalty: 711.110352
	Iteration 42F: 3 clusters Score -120271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -29099.630859 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -29099.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28529.677734 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -28529.68 nChanged 228
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: -28664.451172 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -28664.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28695.824219 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -28695.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28718.716797 Penalty: 586.271179
	Iteration 3F: 3 clusters Score -28718.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28736.365234 Penalty: 586.271179
	Iteration 4Q: 3 clusters Score -28736.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28751.494141 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -28751.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -28764.337891 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -28764.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -28770.171875 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -28770.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28773.183594 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -28773.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28775.773438 Penalty: 586.271179
	Iteration 9Q: 3 clusters Score -28775.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -28782.878906 Penalty: 586.271179
	Iteration 10Q: 3 clusters Score -28782.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28791.025391 Penalty: 586.271179
	Iteration 11Q: 3 clusters Score -28791.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -28798.583984 Penalty: 586.271179
	Iteration 12Q: 3 clusters Score -28798.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -28803.556641 Penalty: 586.271179
	Iteration 13Q: 3 clusters Score -28803.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -28806.814453 Penalty: 586.271179
	Iteration 14Q: 3 clusters Score -28806.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -28807.978516 Penalty: 586.271179
	Iteration 15Q: 3 clusters Score -28807.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28809.462891 Penalty: 586.271179
	Iteration 16Q: 3 clusters Score -28809.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28810.000000 Penalty: 586.271179
	Iteration 17Q: 3 clusters Score -28810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28810.000000 Penalty: 586.271179
	Iteration 18F: 3 clusters Score -28810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -452232.968750 Penalty: 415.695068
	Iteration 0F: 2 clusters Score -452233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -446062.281250 Penalty: 831.390137
	Iteration 0F: 3 clusters Score -446062.3 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -448514.625000 Penalty: 831.390137
	Iteration 1F: 3 clusters Score -448514.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -448790.843750 Penalty: 831.390137
	Iteration 2F: 3 clusters Score -448790.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -449121.000000 Penalty: 831.390137
	Iteration 3F: 3 clusters Score -449121 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -449497.843750 Penalty: 831.390137
	Iteration 4F: 3 clusters Score -449497.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -449908.500000 Penalty: 831.390137
	Iteration 5F: 3 clusters Score -449908.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -450274.343750 Penalty: 831.390137
	Iteration 6F: 3 clusters Score -450274.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -450537.093750 Penalty: 831.390137
	Iteration 7Q: 3 clusters Score -450537.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -450697.125000 Penalty: 831.390137
	Iteration 8Q: 3 clusters Score -450697.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -450838.468750 Penalty: 831.390137
	Iteration 9Q: 3 clusters Score -450838.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -450994.125000 Penalty: 831.390137
	Iteration 10Q: 3 clusters Score -450994.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -451142.156250 Penalty: 831.390137
	Iteration 11Q: 3 clusters Score -451142.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -451276.937500 Penalty: 831.390137
	Iteration 12Q: 3 clusters Score -451276.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -451389.250000 Penalty: 831.390137
	Iteration 13Q: 3 clusters Score -451389.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -451474.437500 Penalty: 831.390137
	Iteration 14Q: 3 clusters Score -451474.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -451544.375000 Penalty: 831.390137
	Iteration 15Q: 3 clusters Score -451544.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -451605.312500 Penalty: 831.390137
	Iteration 16Q: 3 clusters Score -451605.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -451654.156250 Penalty: 831.390137
	Iteration 17Q: 3 clusters Score -451654.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -451689.062500 Penalty: 831.390137
	Iteration 18Q: 3 clusters Score -451689.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -451732.500000 Penalty: 831.390137
	Iteration 19Q: 3 clusters Score -451732.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -451769.593750 Penalty: 831.390137
	Iteration 20F: 3 clusters Score -451769.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -451795.000000 Penalty: 831.390137
	Iteration 21Q: 3 clusters Score -451795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -451816.375000 Penalty: 831.390137
	Iteration 22Q: 3 clusters Score -451816.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -451834.687500 Penalty: 831.390137
	Iteration 23Q: 3 clusters Score -451834.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -451849.437500 Penalty: 831.390137
	Iteration 24Q: 3 clusters Score -451849.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -451857.562500 Penalty: 831.390137
	Iteration 25Q: 3 clusters Score -451857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -451863.281250 Penalty: 831.390137
	Iteration 26Q: 3 clusters Score -451863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -451869.875000 Penalty: 831.390137
	Iteration 27Q: 3 clusters Score -451869.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -451873.843750 Penalty: 831.390137
	Iteration 28Q: 3 clusters Score -451873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -451879.156250 Penalty: 831.390137
	Iteration 29Q: 3 clusters Score -451879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -451883.093750 Penalty: 831.390137
	Iteration 30Q: 3 clusters Score -451883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -451889.718750 Penalty: 831.390137
	Iteration 31Q: 3 clusters Score -451889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -451892.906250 Penalty: 831.390137
	Iteration 32Q: 3 clusters Score -451892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -451892.937500 Penalty: 831.390137
	Iteration 33Q: 3 clusters Score -451892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -451894.812500 Penalty: 831.390137
	Iteration 34Q: 3 clusters Score -451894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -451896.968750 Penalty: 831.390137
	Iteration 35Q: 3 clusters Score -451897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -451903.687500 Penalty: 831.390137
	Iteration 36Q: 3 clusters Score -451903.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -451915.312500 Penalty: 831.390137
	Iteration 37Q: 3 clusters Score -451915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -451919.593750 Penalty: 831.390137
	Iteration 38Q: 3 clusters Score -451919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -451922.250000 Penalty: 831.390137
	Iteration 39Q: 3 clusters Score -451922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -451924.062500 Penalty: 831.390137
	Iteration 40F: 3 clusters Score -451924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -451925.250000 Penalty: 831.390137
	Iteration 41Q: 3 clusters Score -451925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -451926.656250 Penalty: 831.390137
	Iteration 42Q: 3 clusters Score -451926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -451926.656250 Penalty: 831.390137
	Iteration 43F: 3 clusters Score -451926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -15289.436523 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -15289.44 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 155 members 
Entering Unmasked Estep 
Score: -14920.781250 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -14920.78 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15012.287109 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -15012.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15039.237305 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -15039.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15051.209961 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -15051.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15059.143555 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -15059.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15065.776367 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -15065.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15074.426758 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -15074.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15079.221680 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -15079.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15082.176758 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -15082.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15084.536133 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -15084.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15086.290039 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -15086.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15086.290039 Penalty: 527.717468
	Iteration 11F: 3 clusters Score -15086.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Entering Unmasked Estep 
Score: -1425052.250000 Penalty: 469.804932
	Iteration 0F: 2 clusters Score -1425052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1404640.375000 Penalty: 939.609863
	Iteration 0F: 3 clusters Score -1404640 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1413342.375000 Penalty: 939.609863
	Iteration 1F: 3 clusters Score -1413342 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1413879.375000 Penalty: 939.609863
	Iteration 2Q: 3 clusters Score -1413879 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1414601.625000 Penalty: 939.609863
	Iteration 3Q: 3 clusters Score -1414602 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1415479.750000 Penalty: 939.609863
	Iteration 4F: 3 clusters Score -1415480 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1416496.250000 Penalty: 939.609863
	Iteration 5F: 3 clusters Score -1416496 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1417881.000000 Penalty: 939.609863
	Iteration 6F: 3 clusters Score -1417881 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -1419762.000000 Penalty: 939.609863
	Iteration 7F: 3 clusters Score -1419762 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -1421678.750000 Penalty: 939.609863
	Iteration 8F: 3 clusters Score -1421679 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -1422633.125000 Penalty: 939.609863
	Iteration 9Q: 3 clusters Score -1422633 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -1423213.500000 Penalty: 939.609863
	Iteration 10Q: 3 clusters Score -1423214 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -1423684.875000 Penalty: 939.609863
	Iteration 11Q: 3 clusters Score -1423685 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -1424028.125000 Penalty: 939.609863
	Iteration 12Q: 3 clusters Score -1424028 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -1424313.625000 Penalty: 939.609863
	Iteration 13Q: 3 clusters Score -1424314 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -1424527.000000 Penalty: 939.609863
	Iteration 14Q: 3 clusters Score -1424527 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -1424641.750000 Penalty: 939.609863
	Iteration 15Q: 3 clusters Score -1424642 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -1424706.250000 Penalty: 939.609863
	Iteration 16Q: 3 clusters Score -1424706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -1424739.125000 Penalty: 939.609863
	Iteration 17Q: 3 clusters Score -1424739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1424752.875000 Penalty: 939.609863
	Iteration 18Q: 3 clusters Score -1424753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -1424762.750000 Penalty: 939.609863
	Iteration 19Q: 3 clusters Score -1424763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1424767.375000 Penalty: 939.609863
	Iteration 20F: 3 clusters Score -1424767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -1424772.875000 Penalty: 939.609863
	Iteration 21Q: 3 clusters Score -1424773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1424778.500000 Penalty: 939.609863
	Iteration 22Q: 3 clusters Score -1424778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -1424783.250000 Penalty: 939.609863
	Iteration 23Q: 3 clusters Score -1424783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -1424785.000000 Penalty: 939.609863
	Iteration 24Q: 3 clusters Score -1424785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -1424785.625000 Penalty: 939.609863
	Iteration 25Q: 3 clusters Score -1424786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -1424787.000000 Penalty: 939.609863
	Iteration 26Q: 3 clusters Score -1424787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -1424789.750000 Penalty: 939.609863
	Iteration 27Q: 3 clusters Score -1424790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -1424789.625000 Penalty: 939.609863
	Iteration 28Q: 3 clusters Score -1424790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -1424791.875000 Penalty: 939.609863
	Iteration 29Q: 3 clusters Score -1424792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1424794.875000 Penalty: 939.609863
	Iteration 30Q: 3 clusters Score -1424795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -1424797.750000 Penalty: 939.609863
	Iteration 31Q: 3 clusters Score -1424798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -1424800.000000 Penalty: 939.609863
	Iteration 32Q: 3 clusters Score -1424800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -1424802.375000 Penalty: 939.609863
	Iteration 33Q: 3 clusters Score -1424802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -1424801.500000 Penalty: 939.609863
	Iteration 34Q: 3 clusters Score -1424802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1424801.375000 Penalty: 939.609863
	Iteration 35Q: 3 clusters Score -1424801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -1424800.375000 Penalty: 939.609863
	Iteration 36Q: 3 clusters Score -1424800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -1424802.000000 Penalty: 939.609863
	Iteration 37Q: 3 clusters Score -1424802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -1424806.875000 Penalty: 939.609863
	Iteration 38Q: 3 clusters Score -1424807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -1424806.875000 Penalty: 939.609863
	Iteration 39Q: 3 clusters Score -1424807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -1424807.125000 Penalty: 939.609863
	Iteration 40F: 3 clusters Score -1424807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -1424805.125000 Penalty: 939.609863
	Iteration 41Q: 3 clusters Score -1424805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -1424807.500000 Penalty: 939.609863
	Iteration 42Q: 3 clusters Score -1424808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -1424807.375000 Penalty: 939.609863
	Iteration 43Q: 3 clusters Score -1424807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -1424808.250000 Penalty: 939.609863
	Iteration 44Q: 3 clusters Score -1424808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1424808.000000 Penalty: 939.609863
	Iteration 45Q: 3 clusters Score -1424808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -1424808.625000 Penalty: 939.609863
	Iteration 46Q: 3 clusters Score -1424809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -1424809.250000 Penalty: 939.609863
	Iteration 47Q: 3 clusters Score -1424809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -1424811.000000 Penalty: 939.609863
	Iteration 48Q: 3 clusters Score -1424811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1424810.500000 Penalty: 939.609863
	Iteration 49Q: 3 clusters Score -1424810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1424810.500000 Penalty: 939.609863
	Iteration 50F: 3 clusters Score -1424810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -8942.817383 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -8942.817 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 105 members 
Entering Unmasked Estep 
Score: -8659.382812 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -8659.383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8736.879883 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -8736.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8767.973633 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -8767.974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8773.041016 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -8773.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8775.356445 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -8775.356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8776.146484 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -8776.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8776.146484 Penalty: 488.728058
	Iteration 6F: 3 clusters Score -8776.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -7303.183594 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -7303.184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7026.479492 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -7026.479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7092.030273 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -7092.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7121.239746 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -7121.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7138.965332 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -7138.965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7152.430664 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -7152.431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7160.456543 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -7160.457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7172.875000 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -7172.875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7176.312012 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -7176.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7177.027832 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -7177.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7177.205078 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -7177.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7177.205078 Penalty: 471.542328
	Iteration 10F: 3 clusters Score -7177.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -362915.875000 Penalty: 402.958618
	Iteration 0F: 2 clusters Score -362915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -358237.093750 Penalty: 805.917236
	Iteration 0F: 3 clusters Score -358237.1 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -360061.093750 Penalty: 805.917236
	Iteration 1F: 3 clusters Score -360061.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -360310.750000 Penalty: 805.917236
	Iteration 2F: 3 clusters Score -360310.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -360662.656250 Penalty: 805.917236
	Iteration 3F: 3 clusters Score -360662.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -361004.937500 Penalty: 805.917236
	Iteration 4F: 3 clusters Score -361004.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -361361.812500 Penalty: 805.917236
	Iteration 5F: 3 clusters Score -361361.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -361648.125000 Penalty: 805.917236
	Iteration 6Q: 3 clusters Score -361648.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -361850.500000 Penalty: 805.917236
	Iteration 7Q: 3 clusters Score -361850.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -361962.562500 Penalty: 805.917236
	Iteration 8Q: 3 clusters Score -361962.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -362030.812500 Penalty: 805.917236
	Iteration 9Q: 3 clusters Score -362030.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -362073.375000 Penalty: 805.917236
	Iteration 10Q: 3 clusters Score -362073.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -362108.500000 Penalty: 805.917236
	Iteration 11Q: 3 clusters Score -362108.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -362140.000000 Penalty: 805.917236
	Iteration 12Q: 3 clusters Score -362140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -362171.375000 Penalty: 805.917236
	Iteration 13Q: 3 clusters Score -362171.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -362195.562500 Penalty: 805.917236
	Iteration 14Q: 3 clusters Score -362195.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -362216.843750 Penalty: 805.917236
	Iteration 15Q: 3 clusters Score -362216.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -362239.531250 Penalty: 805.917236
	Iteration 16Q: 3 clusters Score -362239.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -362262.343750 Penalty: 805.917236
	Iteration 17Q: 3 clusters Score -362262.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -362285.750000 Penalty: 805.917236
	Iteration 18Q: 3 clusters Score -362285.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -362304.125000 Penalty: 805.917236
	Iteration 19Q: 3 clusters Score -362304.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -362329.531250 Penalty: 805.917236
	Iteration 20F: 3 clusters Score -362329.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -362353.250000 Penalty: 805.917236
	Iteration 21Q: 3 clusters Score -362353.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -362375.187500 Penalty: 805.917236
	Iteration 22Q: 3 clusters Score -362375.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -362392.750000 Penalty: 805.917236
	Iteration 23Q: 3 clusters Score -362392.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -362404.812500 Penalty: 805.917236
	Iteration 24Q: 3 clusters Score -362404.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -362422.093750 Penalty: 805.917236
	Iteration 25Q: 3 clusters Score -362422.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -362437.343750 Penalty: 805.917236
	Iteration 26Q: 3 clusters Score -362437.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -362447.531250 Penalty: 805.917236
	Iteration 27Q: 3 clusters Score -362447.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -362459.187500 Penalty: 805.917236
	Iteration 28Q: 3 clusters Score -362459.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -362465.750000 Penalty: 805.917236
	Iteration 29Q: 3 clusters Score -362465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -362471.812500 Penalty: 805.917236
	Iteration 30Q: 3 clusters Score -362471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -362477.968750 Penalty: 805.917236
	Iteration 31Q: 3 clusters Score -362478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -362485.093750 Penalty: 805.917236
	Iteration 32Q: 3 clusters Score -362485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -362494.843750 Penalty: 805.917236
	Iteration 33Q: 3 clusters Score -362494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -362502.156250 Penalty: 805.917236
	Iteration 34Q: 3 clusters Score -362502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -362512.750000 Penalty: 805.917236
	Iteration 35Q: 3 clusters Score -362512.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -362525.468750 Penalty: 805.917236
	Iteration 36Q: 3 clusters Score -362525.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -362534.062500 Penalty: 805.917236
	Iteration 37Q: 3 clusters Score -362534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -362541.843750 Penalty: 805.917236
	Iteration 38Q: 3 clusters Score -362541.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -362549.593750 Penalty: 805.917236
	Iteration 39Q: 3 clusters Score -362549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -362552.718750 Penalty: 805.917236
	Iteration 40F: 3 clusters Score -362552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -362553.500000 Penalty: 805.917236
	Iteration 41Q: 3 clusters Score -362553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -362554.218750 Penalty: 805.917236
	Iteration 42Q: 3 clusters Score -362554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -362554.406250 Penalty: 805.917236
	Iteration 43Q: 3 clusters Score -362554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -362554.375000 Penalty: 805.917236
	Iteration 44Q: 3 clusters Score -362554.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -362554.375000 Penalty: 805.917236
	Iteration 45F: 3 clusters Score -362554.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -29860.037109 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -29860.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29268.937500 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -29268.94 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29428.396484 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -29428.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29467.966797 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -29467.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29495.871094 Penalty: 590.931580
	Iteration 3F: 3 clusters Score -29495.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29524.380859 Penalty: 590.931580
	Iteration 4Q: 3 clusters Score -29524.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29539.207031 Penalty: 590.931580
	Iteration 5Q: 3 clusters Score -29539.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29557.259766 Penalty: 590.931580
	Iteration 6Q: 3 clusters Score -29557.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29572.816406 Penalty: 590.931580
	Iteration 7Q: 3 clusters Score -29572.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29585.033203 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -29585.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29599.763672 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -29599.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29610.164062 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -29610.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29621.753906 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -29621.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29628.082031 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -29628.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29632.880859 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -29632.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29638.363281 Penalty: 590.931580
	Iteration 14Q: 3 clusters Score -29638.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29642.865234 Penalty: 590.931580
	Iteration 15Q: 3 clusters Score -29642.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29645.423828 Penalty: 590.931580
	Iteration 16Q: 3 clusters Score -29645.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29647.718750 Penalty: 590.931580
	Iteration 17Q: 3 clusters Score -29647.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29650.048828 Penalty: 590.931580
	Iteration 18Q: 3 clusters Score -29650.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29652.347656 Penalty: 590.931580
	Iteration 19Q: 3 clusters Score -29652.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29652.580078 Penalty: 590.931580
	Iteration 20F: 3 clusters Score -29652.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -216667.343750 Penalty: 381.705536
	Iteration 0F: 2 clusters Score -216667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -213650.171875 Penalty: 763.411072
	Iteration 0F: 3 clusters Score -213650.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -214732.906250 Penalty: 763.411072
	Iteration 1F: 3 clusters Score -214732.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -214862.843750 Penalty: 763.411072
	Iteration 2F: 3 clusters Score -214862.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -215001.593750 Penalty: 763.411072
	Iteration 3F: 3 clusters Score -215001.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -215157.265625 Penalty: 763.411072
	Iteration 4F: 3 clusters Score -215157.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -215318.953125 Penalty: 763.411072
	Iteration 5F: 3 clusters Score -215319 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -215475.390625 Penalty: 763.411072
	Iteration 6F: 3 clusters Score -215475.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -215664.062500 Penalty: 763.411072
	Iteration 7F: 3 clusters Score -215664.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -215900.296875 Penalty: 763.411072
	Iteration 8F: 3 clusters Score -215900.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -216076.421875 Penalty: 763.411072
	Iteration 9F: 3 clusters Score -216076.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -216167.031250 Penalty: 763.411072
	Iteration 10Q: 3 clusters Score -216167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -216220.859375 Penalty: 763.411072
	Iteration 11Q: 3 clusters Score -216220.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -216269.937500 Penalty: 763.411072
	Iteration 12Q: 3 clusters Score -216269.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -216316.781250 Penalty: 763.411072
	Iteration 13Q: 3 clusters Score -216316.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -216366.687500 Penalty: 763.411072
	Iteration 14Q: 3 clusters Score -216366.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -216401.000000 Penalty: 763.411072
	Iteration 15Q: 3 clusters Score -216401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -216432.703125 Penalty: 763.411072
	Iteration 16Q: 3 clusters Score -216432.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -216447.171875 Penalty: 763.411072
	Iteration 17Q: 3 clusters Score -216447.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -216458.312500 Penalty: 763.411072
	Iteration 18Q: 3 clusters Score -216458.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -216466.140625 Penalty: 763.411072
	Iteration 19Q: 3 clusters Score -216466.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -216470.390625 Penalty: 763.411072
	Iteration 20F: 3 clusters Score -216470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -216472.625000 Penalty: 763.411072
	Iteration 21Q: 3 clusters Score -216472.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -216475.718750 Penalty: 763.411072
	Iteration 22Q: 3 clusters Score -216475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -216478.093750 Penalty: 763.411072
	Iteration 23Q: 3 clusters Score -216478.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -216480.046875 Penalty: 763.411072
	Iteration 24Q: 3 clusters Score -216480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -216480.609375 Penalty: 763.411072
	Iteration 25Q: 3 clusters Score -216480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -216481.406250 Penalty: 763.411072
	Iteration 26Q: 3 clusters Score -216481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -216481.375000 Penalty: 763.411072
	Iteration 27Q: 3 clusters Score -216481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -216481.890625 Penalty: 763.411072
	Iteration 28Q: 3 clusters Score -216481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -216481.609375 Penalty: 763.411072
	Iteration 29Q: 3 clusters Score -216481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -216481.609375 Penalty: 763.411072
	Iteration 30F: 3 clusters Score -216481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Entering Unmasked Estep 
Score: -559326.812500 Penalty: 424.304077
	Iteration 0F: 2 clusters Score -559326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -551875.125000 Penalty: 848.608154
	Iteration 0F: 3 clusters Score -551875.1 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -554921.125000 Penalty: 848.608154
	Iteration 1F: 3 clusters Score -554921.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -555102.437500 Penalty: 848.608154
	Iteration 2Q: 3 clusters Score -555102.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -555320.937500 Penalty: 848.608154
	Iteration 3Q: 3 clusters Score -555320.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -555579.250000 Penalty: 848.608154
	Iteration 4F: 3 clusters Score -555579.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -555935.687500 Penalty: 848.608154
	Iteration 5F: 3 clusters Score -555935.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -556441.437500 Penalty: 848.608154
	Iteration 6F: 3 clusters Score -556441.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -557061.250000 Penalty: 848.608154
	Iteration 7F: 3 clusters Score -557061.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -557549.062500 Penalty: 848.608154
	Iteration 8Q: 3 clusters Score -557549.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -557763.437500 Penalty: 848.608154
	Iteration 9Q: 3 clusters Score -557763.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -557880.062500 Penalty: 848.608154
	Iteration 10Q: 3 clusters Score -557880.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -557982.375000 Penalty: 848.608154
	Iteration 11Q: 3 clusters Score -557982.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -558074.625000 Penalty: 848.608154
	Iteration 12Q: 3 clusters Score -558074.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -558150.437500 Penalty: 848.608154
	Iteration 13Q: 3 clusters Score -558150.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -558216.875000 Penalty: 848.608154
	Iteration 14Q: 3 clusters Score -558216.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -558264.687500 Penalty: 848.608154
	Iteration 15Q: 3 clusters Score -558264.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -558300.375000 Penalty: 848.608154
	Iteration 16Q: 3 clusters Score -558300.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -558338.062500 Penalty: 848.608154
	Iteration 17Q: 3 clusters Score -558338.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -558367.562500 Penalty: 848.608154
	Iteration 18Q: 3 clusters Score -558367.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -558393.750000 Penalty: 848.608154
	Iteration 19Q: 3 clusters Score -558393.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -558416.687500 Penalty: 848.608154
	Iteration 20F: 3 clusters Score -558416.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -558443.062500 Penalty: 848.608154
	Iteration 21Q: 3 clusters Score -558443.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -558477.937500 Penalty: 848.608154
	Iteration 22Q: 3 clusters Score -558477.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -558509.125000 Penalty: 848.608154
	Iteration 23Q: 3 clusters Score -558509.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -558549.312500 Penalty: 848.608154
	Iteration 24Q: 3 clusters Score -558549.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -558580.187500 Penalty: 848.608154
	Iteration 25Q: 3 clusters Score -558580.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -558609.062500 Penalty: 848.608154
	Iteration 26Q: 3 clusters Score -558609.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -558633.062500 Penalty: 848.608154
	Iteration 27Q: 3 clusters Score -558633.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -558660.875000 Penalty: 848.608154
	Iteration 28Q: 3 clusters Score -558660.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -558682.000000 Penalty: 848.608154
	Iteration 29Q: 3 clusters Score -558682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -558708.125000 Penalty: 848.608154
	Iteration 30Q: 3 clusters Score -558708.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -558740.125000 Penalty: 848.608154
	Iteration 31Q: 3 clusters Score -558740.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -558774.937500 Penalty: 848.608154
	Iteration 32Q: 3 clusters Score -558774.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -558811.250000 Penalty: 848.608154
	Iteration 33Q: 3 clusters Score -558811.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -558838.625000 Penalty: 848.608154
	Iteration 34Q: 3 clusters Score -558838.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -558859.125000 Penalty: 848.608154
	Iteration 35Q: 3 clusters Score -558859.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -558878.437500 Penalty: 848.608154
	Iteration 36Q: 3 clusters Score -558878.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -558896.750000 Penalty: 848.608154
	Iteration 37Q: 3 clusters Score -558896.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -558917.437500 Penalty: 848.608154
	Iteration 38Q: 3 clusters Score -558917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -558937.687500 Penalty: 848.608154
	Iteration 39Q: 3 clusters Score -558937.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -558951.812500 Penalty: 848.608154
	Iteration 40F: 3 clusters Score -558951.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -558959.000000 Penalty: 848.608154
	Iteration 41Q: 3 clusters Score -558959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -558966.250000 Penalty: 848.608154
	Iteration 42Q: 3 clusters Score -558966.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -558973.250000 Penalty: 848.608154
	Iteration 43Q: 3 clusters Score -558973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -558976.500000 Penalty: 848.608154
	Iteration 44Q: 3 clusters Score -558976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -558977.687500 Penalty: 848.608154
	Iteration 45Q: 3 clusters Score -558977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -558978.375000 Penalty: 848.608154
	Iteration 46Q: 3 clusters Score -558978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -558979.562500 Penalty: 848.608154
	Iteration 47Q: 3 clusters Score -558979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -558980.562500 Penalty: 848.608154
	Iteration 48Q: 3 clusters Score -558980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -558980.562500 Penalty: 848.608154
	Iteration 49F: 3 clusters Score -558980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 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 363 members 
Entering Unmasked Estep 
Score: -31609.812500 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31609.81 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31784.478516 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31784.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -31823.710938 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31823.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31849.007812 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -31849.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31869.039062 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31869.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31883.093750 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31883.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31889.375000 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31889.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31893.449219 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31893.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -31898.066406 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31898.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31905.958984 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31905.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31907.765625 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31907.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -31909.246094 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31909.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31910.742188 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31910.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -31915.642578 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31915.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -31918.988281 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31918.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -31922.384766 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31922.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -31923.855469 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31923.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -31925.181641 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31925.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -31928.988281 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31928.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -31930.242188 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -31930.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -31931.212891 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -31931.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -31932.746094 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -31932.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31934.599609 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -31934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31940.982422 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -31940.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -31944.763672 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -31944.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -31949.480469 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -31949.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -31951.539062 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -31951.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31951.912109 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -31951.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -31955.119141 Penalty: 594.309875
	Iteration 28Q: 3 clusters Score -31955.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -31956.662109 Penalty: 594.309875
	Iteration 29Q: 3 clusters Score -31956.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31958.560547 Penalty: 594.309875
	Iteration 30Q: 3 clusters Score -31958.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31960.425781 Penalty: 594.309875
	Iteration 31Q: 3 clusters Score -31960.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -31962.402344 Penalty: 594.309875
	Iteration 32Q: 3 clusters Score -31962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -31963.378906 Penalty: 594.309875
	Iteration 33Q: 3 clusters Score -31963.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31964.017578 Penalty: 594.309875
	Iteration 34Q: 3 clusters Score -31964.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31964.017578 Penalty: 594.309875
	Iteration 35F: 3 clusters Score -31964.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -31624.156250 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -31624.16 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 277 members 
Entering Unmasked Estep 
Score: -31091.994141 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -31091.99 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31209.650391 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -31209.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31229.419922 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -31229.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31240.138672 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -31240.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31250.308594 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -31250.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31256.488281 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -31256.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31262.832031 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -31262.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31266.894531 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -31266.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31267.978516 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -31267.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31267.978516 Penalty: 576.166687
	Iteration 9F: 3 clusters Score -31267.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -10950.281250 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -10950.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10615.220703 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -10615.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10700.904297 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -10700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10717.857422 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -10717.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10728.155273 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -10728.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10731.317383 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -10731.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10734.014648 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -10734.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10734.325195 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -10734.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10734.325195 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -10734.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Entering Unmasked Estep 
Score: -1632942.125000 Penalty: 471.450317
	Iteration 0F: 2 clusters Score -1632942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1611830.125000 Penalty: 942.900635
	Iteration 0F: 3 clusters Score -1611830 nChanged 15244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1621079.500000 Penalty: 942.900635
	Iteration 1F: 3 clusters Score -1621080 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1621856.625000 Penalty: 942.900635
	Iteration 2F: 3 clusters Score -1621857 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1622934.000000 Penalty: 942.900635
	Iteration 3F: 3 clusters Score -1622934 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1624329.375000 Penalty: 942.900635
	Iteration 4F: 3 clusters Score -1624329 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1625960.625000 Penalty: 942.900635
	Iteration 5F: 3 clusters Score -1625961 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1627159.625000 Penalty: 942.900635
	Iteration 6F: 3 clusters Score -1627160 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1627704.500000 Penalty: 942.900635
	Iteration 7Q: 3 clusters Score -1627704 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1627900.750000 Penalty: 942.900635
	Iteration 8Q: 3 clusters Score -1627901 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1628009.250000 Penalty: 942.900635
	Iteration 9Q: 3 clusters Score -1628009 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1628105.250000 Penalty: 942.900635
	Iteration 10Q: 3 clusters Score -1628105 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1628197.000000 Penalty: 942.900635
	Iteration 11Q: 3 clusters Score -1628197 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1628295.875000 Penalty: 942.900635
	Iteration 12Q: 3 clusters Score -1628296 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1628410.625000 Penalty: 942.900635
	Iteration 13Q: 3 clusters Score -1628411 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1628531.625000 Penalty: 942.900635
	Iteration 14Q: 3 clusters Score -1628532 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1628657.000000 Penalty: 942.900635
	Iteration 15Q: 3 clusters Score -1628657 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1628789.000000 Penalty: 942.900635
	Iteration 16Q: 3 clusters Score -1628789 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1628914.750000 Penalty: 942.900635
	Iteration 17Q: 3 clusters Score -1628915 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1629043.500000 Penalty: 942.900635
	Iteration 18Q: 3 clusters Score -1629044 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1629176.375000 Penalty: 942.900635
	Iteration 19Q: 3 clusters Score -1629176 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1629339.375000 Penalty: 942.900635
	Iteration 20F: 3 clusters Score -1629339 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1629492.875000 Penalty: 942.900635
	Iteration 21Q: 3 clusters Score -1629493 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1629661.750000 Penalty: 942.900635
	Iteration 22Q: 3 clusters Score -1629662 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1629828.125000 Penalty: 942.900635
	Iteration 23Q: 3 clusters Score -1629828 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1630003.500000 Penalty: 942.900635
	Iteration 24Q: 3 clusters Score -1630004 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1630202.375000 Penalty: 942.900635
	Iteration 25Q: 3 clusters Score -1630202 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1630426.250000 Penalty: 942.900635
	Iteration 26Q: 3 clusters Score -1630426 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1630665.125000 Penalty: 942.900635
	Iteration 27Q: 3 clusters Score -1630665 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1630869.750000 Penalty: 942.900635
	Iteration 28Q: 3 clusters Score -1630870 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1631035.875000 Penalty: 942.900635
	Iteration 29Q: 3 clusters Score -1631036 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1631190.125000 Penalty: 942.900635
	Iteration 30Q: 3 clusters Score -1631190 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1631331.375000 Penalty: 942.900635
	Iteration 31Q: 3 clusters Score -1631331 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1631470.125000 Penalty: 942.900635
	Iteration 32Q: 3 clusters Score -1631470 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1631583.125000 Penalty: 942.900635
	Iteration 33Q: 3 clusters Score -1631583 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1631686.000000 Penalty: 942.900635
	Iteration 34Q: 3 clusters Score -1631686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1631765.250000 Penalty: 942.900635
	Iteration 35Q: 3 clusters Score -1631765 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1631832.125000 Penalty: 942.900635
	Iteration 36Q: 3 clusters Score -1631832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1631902.875000 Penalty: 942.900635
	Iteration 37Q: 3 clusters Score -1631903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1631952.125000 Penalty: 942.900635
	Iteration 38Q: 3 clusters Score -1631952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1632006.625000 Penalty: 942.900635
	Iteration 39Q: 3 clusters Score -1632007 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1632070.625000 Penalty: 942.900635
	Iteration 40F: 3 clusters Score -1632071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1632111.000000 Penalty: 942.900635
	Iteration 41Q: 3 clusters Score -1632111 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1632143.000000 Penalty: 942.900635
	Iteration 42Q: 3 clusters Score -1632143 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1632183.125000 Penalty: 942.900635
	Iteration 43Q: 3 clusters Score -1632183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1632222.750000 Penalty: 942.900635
	Iteration 44Q: 3 clusters Score -1632223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1632255.750000 Penalty: 942.900635
	Iteration 45Q: 3 clusters Score -1632256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1632283.375000 Penalty: 942.900635
	Iteration 46Q: 3 clusters Score -1632283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1632313.125000 Penalty: 942.900635
	Iteration 47Q: 3 clusters Score -1632313 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1632339.000000 Penalty: 942.900635
	Iteration 48Q: 3 clusters Score -1632339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1632372.500000 Penalty: 942.900635
	Iteration 49Q: 3 clusters Score -1632372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1632400.250000 Penalty: 942.900635
	Iteration 50Q: 3 clusters Score -1632400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1632420.375000 Penalty: 942.900635
	Iteration 51Q: 3 clusters Score -1632420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1632429.375000 Penalty: 942.900635
	Iteration 52Q: 3 clusters Score -1632429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1632438.250000 Penalty: 942.900635
	Iteration 53Q: 3 clusters Score -1632438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1632445.625000 Penalty: 942.900635
	Iteration 54Q: 3 clusters Score -1632446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1632450.250000 Penalty: 942.900635
	Iteration 55Q: 3 clusters Score -1632450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1632452.000000 Penalty: 942.900635
	Iteration 56Q: 3 clusters Score -1632452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1632461.625000 Penalty: 942.900635
	Iteration 57Q: 3 clusters Score -1632462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1632469.125000 Penalty: 942.900635
	Iteration 58Q: 3 clusters Score -1632469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1632478.375000 Penalty: 942.900635
	Iteration 59Q: 3 clusters Score -1632478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1632489.000000 Penalty: 942.900635
	Iteration 60F: 3 clusters Score -1632489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1632498.875000 Penalty: 942.900635
	Iteration 61Q: 3 clusters Score -1632499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1632511.000000 Penalty: 942.900635
	Iteration 62Q: 3 clusters Score -1632511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1632520.875000 Penalty: 942.900635
	Iteration 63Q: 3 clusters Score -1632521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1632526.250000 Penalty: 942.900635
	Iteration 64Q: 3 clusters Score -1632526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1632533.250000 Penalty: 942.900635
	Iteration 65Q: 3 clusters Score -1632533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1632538.625000 Penalty: 942.900635
	Iteration 66Q: 3 clusters Score -1632539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1632543.625000 Penalty: 942.900635
	Iteration 67Q: 3 clusters Score -1632544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1632543.125000 Penalty: 942.900635
	Iteration 68Q: 3 clusters Score -1632543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1632544.500000 Penalty: 942.900635
	Iteration 69Q: 3 clusters Score -1632544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1632547.625000 Penalty: 942.900635
	Iteration 70Q: 3 clusters Score -1632548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1632551.625000 Penalty: 942.900635
	Iteration 71Q: 3 clusters Score -1632552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1632555.375000 Penalty: 942.900635
	Iteration 72Q: 3 clusters Score -1632555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1632556.375000 Penalty: 942.900635
	Iteration 73Q: 3 clusters Score -1632556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1632557.500000 Penalty: 942.900635
	Iteration 74Q: 3 clusters Score -1632558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1632560.875000 Penalty: 942.900635
	Iteration 75Q: 3 clusters Score -1632561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1632561.750000 Penalty: 942.900635
	Iteration 76Q: 3 clusters Score -1632562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1632564.250000 Penalty: 942.900635
	Iteration 77Q: 3 clusters Score -1632564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1632566.750000 Penalty: 942.900635
	Iteration 78Q: 3 clusters Score -1632567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1632571.375000 Penalty: 942.900635
	Iteration 79Q: 3 clusters Score -1632571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1632572.625000 Penalty: 942.900635
	Iteration 80F: 3 clusters Score -1632573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1632572.500000 Penalty: 942.900635
	Iteration 81Q: 3 clusters Score -1632572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1632572.000000 Penalty: 942.900635
	Iteration 82Q: 3 clusters Score -1632572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1632572.750000 Penalty: 942.900635
	Iteration 83Q: 3 clusters Score -1632573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1632574.625000 Penalty: 942.900635
	Iteration 84Q: 3 clusters Score -1632575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1632576.000000 Penalty: 942.900635
	Iteration 85Q: 3 clusters Score -1632576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1632575.125000 Penalty: 942.900635
	Iteration 86Q: 3 clusters Score -1632575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1632573.000000 Penalty: 942.900635
	Iteration 87Q: 3 clusters Score -1632573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1632573.625000 Penalty: 942.900635
	Iteration 88Q: 3 clusters Score -1632574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1632573.625000 Penalty: 942.900635
	Iteration 89F: 3 clusters Score -1632574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Entering Unmasked Estep 
Score: -3578315.250000 Penalty: 507.877075
	Iteration 0F: 2 clusters Score -3578315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3530948.500000 Penalty: 1015.754150
	Iteration 0F: 3 clusters Score -3530948 nChanged 34177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -3552487.750000 Penalty: 1015.754150
	Iteration 1F: 3 clusters Score -3552488 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -3554676.250000 Penalty: 1015.754150
	Iteration 2F: 3 clusters Score -3554676 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -3558438.000000 Penalty: 1015.754150
	Iteration 3F: 3 clusters Score -3558438 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -3563880.750000 Penalty: 1015.754150
	Iteration 4F: 3 clusters Score -3563881 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -3569703.250000 Penalty: 1015.754150
	Iteration 5F: 3 clusters Score -3569703 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -3574260.250000 Penalty: 1015.754150
	Iteration 6F: 3 clusters Score -3574260 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -3576291.250000 Penalty: 1015.754150
	Iteration 7Q: 3 clusters Score -3576291 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -3576795.000000 Penalty: 1015.754150
	Iteration 8Q: 3 clusters Score -3576795 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -3576985.500000 Penalty: 1015.754150
	Iteration 9Q: 3 clusters Score -3576986 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -3577083.750000 Penalty: 1015.754150
	Iteration 10Q: 3 clusters Score -3577084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -3577187.750000 Penalty: 1015.754150
	Iteration 11Q: 3 clusters Score -3577188 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -3577281.500000 Penalty: 1015.754150
	Iteration 12Q: 3 clusters Score -3577282 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -3577351.750000 Penalty: 1015.754150
	Iteration 13Q: 3 clusters Score -3577352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -3577428.250000 Penalty: 1015.754150
	Iteration 14Q: 3 clusters Score -3577428 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -3577486.250000 Penalty: 1015.754150
	Iteration 15Q: 3 clusters Score -3577486 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -3577537.500000 Penalty: 1015.754150
	Iteration 16Q: 3 clusters Score -3577538 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -3577574.750000 Penalty: 1015.754150
	Iteration 17Q: 3 clusters Score -3577575 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -3577618.000000 Penalty: 1015.754150
	Iteration 18Q: 3 clusters Score -3577618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -3577660.750000 Penalty: 1015.754150
	Iteration 19Q: 3 clusters Score -3577661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -3577695.000000 Penalty: 1015.754150
	Iteration 20F: 3 clusters Score -3577695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -3577729.750000 Penalty: 1015.754150
	Iteration 21Q: 3 clusters Score -3577730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -3577759.000000 Penalty: 1015.754150
	Iteration 22Q: 3 clusters Score -3577759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -3577786.250000 Penalty: 1015.754150
	Iteration 23Q: 3 clusters Score -3577786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -3577798.750000 Penalty: 1015.754150
	Iteration 24Q: 3 clusters Score -3577799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -3577813.250000 Penalty: 1015.754150
	Iteration 25Q: 3 clusters Score -3577813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -3577819.500000 Penalty: 1015.754150
	Iteration 26Q: 3 clusters Score -3577820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -3577831.500000 Penalty: 1015.754150
	Iteration 27Q: 3 clusters Score -3577832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -3577837.750000 Penalty: 1015.754150
	Iteration 28Q: 3 clusters Score -3577838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -3577846.500000 Penalty: 1015.754150
	Iteration 29Q: 3 clusters Score -3577846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -3577849.000000 Penalty: 1015.754150
	Iteration 30Q: 3 clusters Score -3577849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -3577845.500000 Penalty: 1015.754150
	Iteration 31Q: 3 clusters Score -3577846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -3577856.750000 Penalty: 1015.754150
	Iteration 32Q: 3 clusters Score -3577857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -3577866.500000 Penalty: 1015.754150
	Iteration 33Q: 3 clusters Score -3577866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -3577864.000000 Penalty: 1015.754150
	Iteration 34Q: 3 clusters Score -3577864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -3577870.500000 Penalty: 1015.754150
	Iteration 35Q: 3 clusters Score -3577870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -3577871.750000 Penalty: 1015.754150
	Iteration 36Q: 3 clusters Score -3577872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -3577879.750000 Penalty: 1015.754150
	Iteration 37Q: 3 clusters Score -3577880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -3577888.250000 Penalty: 1015.754150
	Iteration 38Q: 3 clusters Score -3577888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -3577898.750000 Penalty: 1015.754150
	Iteration 39Q: 3 clusters Score -3577899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -3577898.500000 Penalty: 1015.754150
	Iteration 40F: 3 clusters Score -3577898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -3577904.750000 Penalty: 1015.754150
	Iteration 41Q: 3 clusters Score -3577905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -3577911.000000 Penalty: 1015.754150
	Iteration 42Q: 3 clusters Score -3577911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -3577910.500000 Penalty: 1015.754150
	Iteration 43Q: 3 clusters Score -3577910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -3577919.000000 Penalty: 1015.754150
	Iteration 44Q: 3 clusters Score -3577919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -3577928.750000 Penalty: 1015.754150
	Iteration 45Q: 3 clusters Score -3577929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -3577933.750000 Penalty: 1015.754150
	Iteration 46Q: 3 clusters Score -3577934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -3577932.500000 Penalty: 1015.754150
	Iteration 47Q: 3 clusters Score -3577932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -3577935.250000 Penalty: 1015.754150
	Iteration 48Q: 3 clusters Score -3577935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -3577936.250000 Penalty: 1015.754150
	Iteration 49Q: 3 clusters Score -3577936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -3577937.750000 Penalty: 1015.754150
	Iteration 50Q: 3 clusters Score -3577938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -3577936.500000 Penalty: 1015.754150
	Iteration 51Q: 3 clusters Score -3577936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -3577934.750000 Penalty: 1015.754150
	Iteration 52Q: 3 clusters Score -3577935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -3577945.750000 Penalty: 1015.754150
	Iteration 53Q: 3 clusters Score -3577946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -3577940.000000 Penalty: 1015.754150
	Iteration 54Q: 3 clusters Score -3577940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -3577946.750000 Penalty: 1015.754150
	Iteration 55Q: 3 clusters Score -3577947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -3577940.750000 Penalty: 1015.754150
	Iteration 56Q: 3 clusters Score -3577941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -3577948.500000 Penalty: 1015.754150
	Iteration 57Q: 3 clusters Score -3577948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -3577949.750000 Penalty: 1015.754150
	Iteration 58Q: 3 clusters Score -3577950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -3577947.000000 Penalty: 1015.754150
	Iteration 59Q: 3 clusters Score -3577947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -3577951.750000 Penalty: 1015.754150
	Iteration 60F: 3 clusters Score -3577952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -3577958.250000 Penalty: 1015.754150
	Iteration 61Q: 3 clusters Score -3577958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -3577967.000000 Penalty: 1015.754150
	Iteration 62Q: 3 clusters Score -3577967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -3577972.000000 Penalty: 1015.754150
	Iteration 63Q: 3 clusters Score -3577972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -3577978.000000 Penalty: 1015.754150
	Iteration 64Q: 3 clusters Score -3577978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -3577979.750000 Penalty: 1015.754150
	Iteration 65Q: 3 clusters Score -3577980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -3577980.250000 Penalty: 1015.754150
	Iteration 66Q: 3 clusters Score -3577980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -3577983.250000 Penalty: 1015.754150
	Iteration 67Q: 3 clusters Score -3577983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -3577981.750000 Penalty: 1015.754150
	Iteration 68Q: 3 clusters Score -3577982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -3577986.000000 Penalty: 1015.754150
	Iteration 69Q: 3 clusters Score -3577986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -3577987.000000 Penalty: 1015.754150
	Iteration 70Q: 3 clusters Score -3577987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -3577985.750000 Penalty: 1015.754150
	Iteration 71Q: 3 clusters Score -3577986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -3577986.000000 Penalty: 1015.754150
	Iteration 72Q: 3 clusters Score -3577986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -3577988.750000 Penalty: 1015.754150
	Iteration 73Q: 3 clusters Score -3577989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -3577992.000000 Penalty: 1015.754150
	Iteration 74Q: 3 clusters Score -3577992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 75Q: 3 clusters Score -3577991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -3577988.750000 Penalty: 1015.754150
	Iteration 76Q: 3 clusters Score -3577989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -3577990.500000 Penalty: 1015.754150
	Iteration 77Q: 3 clusters Score -3577990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -3577990.500000 Penalty: 1015.754150
	Iteration 78Q: 3 clusters Score -3577990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -3577990.000000 Penalty: 1015.754150
	Iteration 79Q: 3 clusters Score -3577990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 80F: 3 clusters Score -3577991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -3577993.000000 Penalty: 1015.754150
	Iteration 81Q: 3 clusters Score -3577993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -3577993.250000 Penalty: 1015.754150
	Iteration 82Q: 3 clusters Score -3577993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -3577995.500000 Penalty: 1015.754150
	Iteration 83Q: 3 clusters Score -3577996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -3577991.500000 Penalty: 1015.754150
	Iteration 84Q: 3 clusters Score -3577992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -3577990.500000 Penalty: 1015.754150
	Iteration 85Q: 3 clusters Score -3577990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -3577992.250000 Penalty: 1015.754150
	Iteration 86Q: 3 clusters Score -3577992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -3577990.250000 Penalty: 1015.754150
	Iteration 87Q: 3 clusters Score -3577990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 88Q: 3 clusters Score -3577991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -3577990.750000 Penalty: 1015.754150
	Iteration 89Q: 3 clusters Score -3577991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -3577991.250000 Penalty: 1015.754150
	Iteration 90Q: 3 clusters Score -3577991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -3577990.500000 Penalty: 1015.754150
	Iteration 91Q: 3 clusters Score -3577990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -3577990.250000 Penalty: 1015.754150
	Iteration 92Q: 3 clusters Score -3577990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 93Q: 3 clusters Score -3577991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 94Q: 3 clusters Score -3577991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -3577991.000000 Penalty: 1015.754150
	Iteration 95F: 3 clusters Score -3577991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -125319.742188 Penalty: 358.748230
	Iteration 0F: 2 clusters Score -125319.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -123431.460938 Penalty: 717.496460
	Iteration 0F: 3 clusters Score -123431.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -124019.468750 Penalty: 717.496460
	Iteration 1F: 3 clusters Score -124019.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -124088.757812 Penalty: 717.496460
	Iteration 2F: 3 clusters Score -124088.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -124143.195312 Penalty: 717.496460
	Iteration 3Q: 3 clusters Score -124143.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -124199.484375 Penalty: 717.496460
	Iteration 4Q: 3 clusters Score -124199.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -124257.031250 Penalty: 717.496460
	Iteration 5Q: 3 clusters Score -124257 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -124317.437500 Penalty: 717.496460
	Iteration 6Q: 3 clusters Score -124317.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -124397.046875 Penalty: 717.496460
	Iteration 7Q: 3 clusters Score -124397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124497.328125 Penalty: 717.496460
	Iteration 8F: 3 clusters Score -124497.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124632.828125 Penalty: 717.496460
	Iteration 9F: 3 clusters Score -124632.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -124774.671875 Penalty: 717.496460
	Iteration 10F: 3 clusters Score -124774.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -124875.867188 Penalty: 717.496460
	Iteration 11Q: 3 clusters Score -124875.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -124940.390625 Penalty: 717.496460
	Iteration 12Q: 3 clusters Score -124940.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -124972.812500 Penalty: 717.496460
	Iteration 13Q: 3 clusters Score -124972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -124985.265625 Penalty: 717.496460
	Iteration 14Q: 3 clusters Score -124985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -124995.140625 Penalty: 717.496460
	Iteration 15Q: 3 clusters Score -124995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -124996.015625 Penalty: 717.496460
	Iteration 16Q: 3 clusters Score -124996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -124996.015625 Penalty: 717.496460
	Iteration 17F: 3 clusters Score -124996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -210811.625000 Penalty: 383.975189
	Iteration 0F: 2 clusters Score -210811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -207692.937500 Penalty: 767.950378
	Iteration 0F: 3 clusters Score -207692.9 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -208919.828125 Penalty: 767.950378
	Iteration 1F: 3 clusters Score -208919.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -209068.750000 Penalty: 767.950378
	Iteration 2F: 3 clusters Score -209068.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -209206.875000 Penalty: 767.950378
	Iteration 3F: 3 clusters Score -209206.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -209369.312500 Penalty: 767.950378
	Iteration 4F: 3 clusters Score -209369.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -209534.031250 Penalty: 767.950378
	Iteration 5F: 3 clusters Score -209534 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -209667.734375 Penalty: 767.950378
	Iteration 6Q: 3 clusters Score -209667.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -209792.625000 Penalty: 767.950378
	Iteration 7Q: 3 clusters Score -209792.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -209904.218750 Penalty: 767.950378
	Iteration 8Q: 3 clusters Score -209904.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -210017.156250 Penalty: 767.950378
	Iteration 9Q: 3 clusters Score -210017.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -210100.359375 Penalty: 767.950378
	Iteration 10Q: 3 clusters Score -210100.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -210161.187500 Penalty: 767.950378
	Iteration 11Q: 3 clusters Score -210161.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -210224.187500 Penalty: 767.950378
	Iteration 12Q: 3 clusters Score -210224.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -210286.484375 Penalty: 767.950378
	Iteration 13Q: 3 clusters Score -210286.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -210341.906250 Penalty: 767.950378
	Iteration 14Q: 3 clusters Score -210341.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -210387.046875 Penalty: 767.950378
	Iteration 15Q: 3 clusters Score -210387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -210436.421875 Penalty: 767.950378
	Iteration 16Q: 3 clusters Score -210436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -210470.468750 Penalty: 767.950378
	Iteration 17Q: 3 clusters Score -210470.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -210496.343750 Penalty: 767.950378
	Iteration 18Q: 3 clusters Score -210496.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -210515.171875 Penalty: 767.950378
	Iteration 19Q: 3 clusters Score -210515.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -210524.843750 Penalty: 767.950378
	Iteration 20F: 3 clusters Score -210524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -210535.546875 Penalty: 767.950378
	Iteration 21Q: 3 clusters Score -210535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -210543.562500 Penalty: 767.950378
	Iteration 22Q: 3 clusters Score -210543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -210548.750000 Penalty: 767.950378
	Iteration 23Q: 3 clusters Score -210548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -210552.281250 Penalty: 767.950378
	Iteration 24Q: 3 clusters Score -210552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -210554.890625 Penalty: 767.950378
	Iteration 25Q: 3 clusters Score -210554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -210557.453125 Penalty: 767.950378
	Iteration 26Q: 3 clusters Score -210557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -210560.218750 Penalty: 767.950378
	Iteration 27Q: 3 clusters Score -210560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -210562.046875 Penalty: 767.950378
	Iteration 28Q: 3 clusters Score -210562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -210563.703125 Penalty: 767.950378
	Iteration 29Q: 3 clusters Score -210563.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -210564.921875 Penalty: 767.950378
	Iteration 30Q: 3 clusters Score -210564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -210566.640625 Penalty: 767.950378
	Iteration 31Q: 3 clusters Score -210566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -210567.515625 Penalty: 767.950378
	Iteration 32Q: 3 clusters Score -210567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -210567.750000 Penalty: 767.950378
	Iteration 33Q: 3 clusters Score -210567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -210568.421875 Penalty: 767.950378
	Iteration 34Q: 3 clusters Score -210568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -210568.843750 Penalty: 767.950378
	Iteration 35Q: 3 clusters Score -210568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -210569.062500 Penalty: 767.950378
	Iteration 36Q: 3 clusters Score -210569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -210569.125000 Penalty: 767.950378
	Iteration 37Q: 3 clusters Score -210569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -210569.390625 Penalty: 767.950378
	Iteration 38Q: 3 clusters Score -210569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -210569.687500 Penalty: 767.950378
	Iteration 39Q: 3 clusters Score -210569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -210569.984375 Penalty: 767.950378
	Iteration 40F: 3 clusters Score -210570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -210570.140625 Penalty: 767.950378
	Iteration 41Q: 3 clusters Score -210570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -210570.359375 Penalty: 767.950378
	Iteration 42Q: 3 clusters Score -210570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -210570.546875 Penalty: 767.950378
	Iteration 43Q: 3 clusters Score -210570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -210571.062500 Penalty: 767.950378
	Iteration 44Q: 3 clusters Score -210571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -210571.062500 Penalty: 767.950378
	Iteration 45F: 3 clusters Score -210571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -17531.273438 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -17531.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17108.937500 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -17108.94 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17215.486328 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -17215.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17246.796875 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -17246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17270.843750 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -17270.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17281.916016 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -17281.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17286.845703 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -17286.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17288.339844 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -17288.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17290.916016 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -17290.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17298.332031 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -17298.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17305.703125 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -17305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17308.679688 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -17308.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17310.265625 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -17310.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17316.275391 Penalty: 539.107300
	Iteration 12Q: 3 clusters Score -17316.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17318.875000 Penalty: 539.107300
	Iteration 13Q: 3 clusters Score -17318.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17319.406250 Penalty: 539.107300
	Iteration 14Q: 3 clusters Score -17319.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17320.097656 Penalty: 539.107300
	Iteration 15Q: 3 clusters Score -17320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17320.097656 Penalty: 539.107300
	Iteration 16F: 3 clusters Score -17320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -459915.562500 Penalty: 413.347015
	Iteration 0F: 2 clusters Score -459915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -454041.968750 Penalty: 826.694031
	Iteration 0F: 3 clusters Score -454042 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -456538.750000 Penalty: 826.694031
	Iteration 1F: 3 clusters Score -456538.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -456925.031250 Penalty: 826.694031
	Iteration 2F: 3 clusters Score -456925 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -457483.062500 Penalty: 826.694031
	Iteration 3F: 3 clusters Score -457483.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -458173.687500 Penalty: 826.694031
	Iteration 4F: 3 clusters Score -458173.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -458747.281250 Penalty: 826.694031
	Iteration 5F: 3 clusters Score -458747.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -459033.875000 Penalty: 826.694031
	Iteration 6F: 3 clusters Score -459033.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -459143.000000 Penalty: 826.694031
	Iteration 7Q: 3 clusters Score -459143 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -459188.406250 Penalty: 826.694031
	Iteration 8Q: 3 clusters Score -459188.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -459217.812500 Penalty: 826.694031
	Iteration 9Q: 3 clusters Score -459217.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -459247.375000 Penalty: 826.694031
	Iteration 10Q: 3 clusters Score -459247.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -459271.656250 Penalty: 826.694031
	Iteration 11Q: 3 clusters Score -459271.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -459293.218750 Penalty: 826.694031
	Iteration 12Q: 3 clusters Score -459293.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -459312.500000 Penalty: 826.694031
	Iteration 13Q: 3 clusters Score -459312.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -459328.218750 Penalty: 826.694031
	Iteration 14Q: 3 clusters Score -459328.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -459344.343750 Penalty: 826.694031
	Iteration 15Q: 3 clusters Score -459344.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -459357.343750 Penalty: 826.694031
	Iteration 16Q: 3 clusters Score -459357.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -459368.093750 Penalty: 826.694031
	Iteration 17Q: 3 clusters Score -459368.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -459374.937500 Penalty: 826.694031
	Iteration 18Q: 3 clusters Score -459374.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -459381.281250 Penalty: 826.694031
	Iteration 19Q: 3 clusters Score -459381.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -459384.343750 Penalty: 826.694031
	Iteration 20F: 3 clusters Score -459384.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -459388.343750 Penalty: 826.694031
	Iteration 21Q: 3 clusters Score -459388.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -459390.406250 Penalty: 826.694031
	Iteration 22Q: 3 clusters Score -459390.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -459392.343750 Penalty: 826.694031
	Iteration 23Q: 3 clusters Score -459392.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -459395.750000 Penalty: 826.694031
	Iteration 24Q: 3 clusters Score -459395.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -459397.406250 Penalty: 826.694031
	Iteration 25Q: 3 clusters Score -459397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -459401.968750 Penalty: 826.694031
	Iteration 26Q: 3 clusters Score -459402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -459404.656250 Penalty: 826.694031
	Iteration 27Q: 3 clusters Score -459404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -459405.187500 Penalty: 826.694031
	Iteration 28Q: 3 clusters Score -459405.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -459408.281250 Penalty: 826.694031
	Iteration 29Q: 3 clusters Score -459408.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -459411.468750 Penalty: 826.694031
	Iteration 30Q: 3 clusters Score -459411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -459414.812500 Penalty: 826.694031
	Iteration 31Q: 3 clusters Score -459414.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -459415.437500 Penalty: 826.694031
	Iteration 32Q: 3 clusters Score -459415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -459416.750000 Penalty: 826.694031
	Iteration 33Q: 3 clusters Score -459416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -459418.843750 Penalty: 826.694031
	Iteration 34Q: 3 clusters Score -459418.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -459421.281250 Penalty: 826.694031
	Iteration 35Q: 3 clusters Score -459421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -459423.562500 Penalty: 826.694031
	Iteration 36Q: 3 clusters Score -459423.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -459426.593750 Penalty: 826.694031
	Iteration 37Q: 3 clusters Score -459426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -459429.281250 Penalty: 826.694031
	Iteration 38Q: 3 clusters Score -459429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -459430.906250 Penalty: 826.694031
	Iteration 39Q: 3 clusters Score -459430.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -459431.062500 Penalty: 826.694031
	Iteration 40F: 3 clusters Score -459431.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -459433.593750 Penalty: 826.694031
	Iteration 41Q: 3 clusters Score -459433.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -459435.593750 Penalty: 826.694031
	Iteration 42Q: 3 clusters Score -459435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -459437.031250 Penalty: 826.694031
	Iteration 43Q: 3 clusters Score -459437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -459439.812500 Penalty: 826.694031
	Iteration 44Q: 3 clusters Score -459439.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459443.656250 Penalty: 826.694031
	Iteration 45Q: 3 clusters Score -459443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -459447.500000 Penalty: 826.694031
	Iteration 46Q: 3 clusters Score -459447.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -459452.812500 Penalty: 826.694031
	Iteration 47Q: 3 clusters Score -459452.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -459457.781250 Penalty: 826.694031
	Iteration 48Q: 3 clusters Score -459457.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -459460.562500 Penalty: 826.694031
	Iteration 49Q: 3 clusters Score -459460.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -459463.125000 Penalty: 826.694031
	Iteration 50Q: 3 clusters Score -459463.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -459467.718750 Penalty: 826.694031
	Iteration 51Q: 3 clusters Score -459467.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -459470.031250 Penalty: 826.694031
	Iteration 52Q: 3 clusters Score -459470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -459472.437500 Penalty: 826.694031
	Iteration 53Q: 3 clusters Score -459472.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -459477.250000 Penalty: 826.694031
	Iteration 54Q: 3 clusters Score -459477.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -459480.156250 Penalty: 826.694031
	Iteration 55Q: 3 clusters Score -459480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -459483.281250 Penalty: 826.694031
	Iteration 56Q: 3 clusters Score -459483.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -459484.687500 Penalty: 826.694031
	Iteration 57Q: 3 clusters Score -459484.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -459486.406250 Penalty: 826.694031
	Iteration 58Q: 3 clusters Score -459486.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -459489.937500 Penalty: 826.694031
	Iteration 59Q: 3 clusters Score -459489.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -459496.437500 Penalty: 826.694031
	Iteration 60F: 3 clusters Score -459496.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -459500.156250 Penalty: 826.694031
	Iteration 61Q: 3 clusters Score -459500.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -459506.718750 Penalty: 826.694031
	Iteration 62Q: 3 clusters Score -459506.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -459513.968750 Penalty: 826.694031
	Iteration 63Q: 3 clusters Score -459514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -459523.625000 Penalty: 826.694031
	Iteration 64Q: 3 clusters Score -459523.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -459532.468750 Penalty: 826.694031
	Iteration 65Q: 3 clusters Score -459532.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -459541.625000 Penalty: 826.694031
	Iteration 66Q: 3 clusters Score -459541.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -459546.718750 Penalty: 826.694031
	Iteration 67Q: 3 clusters Score -459546.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -459549.812500 Penalty: 826.694031
	Iteration 68Q: 3 clusters Score -459549.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -459552.437500 Penalty: 826.694031
	Iteration 69Q: 3 clusters Score -459552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459556.093750 Penalty: 826.694031
	Iteration 70Q: 3 clusters Score -459556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -459559.250000 Penalty: 826.694031
	Iteration 71Q: 3 clusters Score -459559.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -459560.468750 Penalty: 826.694031
	Iteration 72Q: 3 clusters Score -459560.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -459561.031250 Penalty: 826.694031
	Iteration 73Q: 3 clusters Score -459561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -459564.218750 Penalty: 826.694031
	Iteration 74Q: 3 clusters Score -459564.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -459569.000000 Penalty: 826.694031
	Iteration 75Q: 3 clusters Score -459569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -459574.031250 Penalty: 826.694031
	Iteration 76Q: 3 clusters Score -459574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -459579.468750 Penalty: 826.694031
	Iteration 77Q: 3 clusters Score -459579.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -459584.093750 Penalty: 826.694031
	Iteration 78Q: 3 clusters Score -459584.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -459588.500000 Penalty: 826.694031
	Iteration 79Q: 3 clusters Score -459588.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -459593.281250 Penalty: 826.694031
	Iteration 80F: 3 clusters Score -459593.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -459597.468750 Penalty: 826.694031
	Iteration 81Q: 3 clusters Score -459597.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -459599.375000 Penalty: 826.694031
	Iteration 82Q: 3 clusters Score -459599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -459600.062500 Penalty: 826.694031
	Iteration 83Q: 3 clusters Score -459600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -459600.250000 Penalty: 826.694031
	Iteration 84Q: 3 clusters Score -459600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459600.625000 Penalty: 826.694031
	Iteration 85Q: 3 clusters Score -459600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -459601.906250 Penalty: 826.694031
	Iteration 86Q: 3 clusters Score -459601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -459603.531250 Penalty: 826.694031
	Iteration 87Q: 3 clusters Score -459603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -459604.750000 Penalty: 826.694031
	Iteration 88Q: 3 clusters Score -459604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -459605.781250 Penalty: 826.694031
	Iteration 89Q: 3 clusters Score -459605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -459607.406250 Penalty: 826.694031
	Iteration 90Q: 3 clusters Score -459607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -459608.187500 Penalty: 826.694031
	Iteration 91Q: 3 clusters Score -459608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -459608.812500 Penalty: 826.694031
	Iteration 92Q: 3 clusters Score -459608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -459609.562500 Penalty: 826.694031
	Iteration 93Q: 3 clusters Score -459609.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -459609.531250 Penalty: 826.694031
	Iteration 94Q: 3 clusters Score -459609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -459610.906250 Penalty: 826.694031
	Iteration 95Q: 3 clusters Score -459610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -459611.093750 Penalty: 826.694031
	Iteration 96Q: 3 clusters Score -459611.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -459612.156250 Penalty: 826.694031
	Iteration 97Q: 3 clusters Score -459612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -459612.375000 Penalty: 826.694031
	Iteration 98Q: 3 clusters Score -459612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -459614.406250 Penalty: 826.694031
	Iteration 99Q: 3 clusters Score -459614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -459615.750000 Penalty: 826.694031
	Iteration 100F: 3 clusters Score -459615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -459617.375000 Penalty: 826.694031
	Iteration 101Q: 3 clusters Score -459617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -459620.500000 Penalty: 826.694031
	Iteration 102Q: 3 clusters Score -459620.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -459622.906250 Penalty: 826.694031
	Iteration 103Q: 3 clusters Score -459622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -459623.812500 Penalty: 826.694031
	Iteration 104Q: 3 clusters Score -459623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -459626.375000 Penalty: 826.694031
	Iteration 105Q: 3 clusters Score -459626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -459629.593750 Penalty: 826.694031
	Iteration 106Q: 3 clusters Score -459629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -459629.968750 Penalty: 826.694031
	Iteration 107Q: 3 clusters Score -459630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -459630.406250 Penalty: 826.694031
	Iteration 108Q: 3 clusters Score -459630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -459630.687500 Penalty: 826.694031
	Iteration 109Q: 3 clusters Score -459630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -459630.156250 Penalty: 826.694031
	Iteration 110Q: 3 clusters Score -459630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -459631.406250 Penalty: 826.694031
	Iteration 111Q: 3 clusters Score -459631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -459631.656250 Penalty: 826.694031
	Iteration 112Q: 3 clusters Score -459631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -459631.593750 Penalty: 826.694031
	Iteration 113Q: 3 clusters Score -459631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -459631.281250 Penalty: 826.694031
	Iteration 114Q: 3 clusters Score -459631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -459632.593750 Penalty: 826.694031
	Iteration 115Q: 3 clusters Score -459632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -459633.968750 Penalty: 826.694031
	Iteration 116Q: 3 clusters Score -459634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459634.343750 Penalty: 826.694031
	Iteration 117Q: 3 clusters Score -459634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -459634.625000 Penalty: 826.694031
	Iteration 118Q: 3 clusters Score -459634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -459634.593750 Penalty: 826.694031
	Iteration 119Q: 3 clusters Score -459634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -459634.562500 Penalty: 826.694031
	Iteration 120F: 3 clusters Score -459634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -459635.218750 Penalty: 826.694031
	Iteration 121Q: 3 clusters Score -459635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -459635.093750 Penalty: 826.694031
	Iteration 122Q: 3 clusters Score -459635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -459634.375000 Penalty: 826.694031
	Iteration 123Q: 3 clusters Score -459634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -459633.625000 Penalty: 826.694031
	Iteration 124Q: 3 clusters Score -459633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -459634.781250 Penalty: 826.694031
	Iteration 125Q: 3 clusters Score -459634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -459635.375000 Penalty: 826.694031
	Iteration 126Q: 3 clusters Score -459635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -459635.718750 Penalty: 826.694031
	Iteration 127Q: 3 clusters Score -459635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -459635.718750 Penalty: 826.694031
	Iteration 128F: 3 clusters Score -459635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -34654.414062 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -34654.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -33972.679688 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -33972.68 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -34196.746094 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -34196.75 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -34275.246094 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -34275.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34341.257812 Penalty: 608.185852
	Iteration 3F: 3 clusters Score -34341.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -34380.226562 Penalty: 608.185852
	Iteration 4F: 3 clusters Score -34380.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -34408.355469 Penalty: 608.185852
	Iteration 5Q: 3 clusters Score -34408.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -34440.214844 Penalty: 608.185852
	Iteration 6Q: 3 clusters Score -34440.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -34469.582031 Penalty: 608.185852
	Iteration 7Q: 3 clusters Score -34469.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -34482.449219 Penalty: 608.185852
	Iteration 8Q: 3 clusters Score -34482.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -34495.253906 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -34495.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -34511.480469 Penalty: 608.185852
	Iteration 10Q: 3 clusters Score -34511.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -34515.523438 Penalty: 608.185852
	Iteration 11Q: 3 clusters Score -34515.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -34517.644531 Penalty: 608.185852
	Iteration 12Q: 3 clusters Score -34517.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34518.960938 Penalty: 608.185852
	Iteration 13Q: 3 clusters Score -34518.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34518.960938 Penalty: 608.185852
	Iteration 14F: 3 clusters Score -34518.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5018.291992 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5018.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4790.459473 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -4790.459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4863.464844 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -4863.465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4890.362793 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -4890.363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4903.774414 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -4903.774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913.502441 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -4913.502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913.502441 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -4913.502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -42164.550781 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42164.55 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -42432.117188 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42432.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42523.535156 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42523.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42582.933594 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42582.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -42635.011719 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -42635.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42690.531250 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -42690.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42749.738281 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -42749.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42775.175781 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -42775.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42782.957031 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -42782.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42790.078125 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -42790.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42792.972656 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -42792.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42796.203125 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -42796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42797.933594 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -42797.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42798.925781 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -42798.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -42798.925781 Penalty: 621.116882
	Iteration 14F: 3 clusters Score -42798.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (341883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341883 members 
Entering Unmasked Estep 
Score: -16619138.000000 Penalty: 579.771179
	Iteration 0F: 2 clusters Score -1.661914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 170427 members 
Entering Unmasked Estep 
Score: -16411838.000000 Penalty: 1159.542358
	Iteration 0F: 3 clusters Score -1.641184e+07 nChanged 169075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204847 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -16519104.000000 Penalty: 1159.542358
	Iteration 1F: 3 clusters Score -1.65191e+07 nChanged 21930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225371 members 
Mstep: Class 2 contains 116512 members 
Entering Unmasked Estep 
Score: -16530726.000000 Penalty: 1159.542358
	Iteration 2F: 3 clusters Score -1.653073e+07 nChanged 29126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254083 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -16551856.000000 Penalty: 1159.542358
	Iteration 3F: 3 clusters Score -1.655186e+07 nChanged 33973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288004 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -16579871.000000 Penalty: 1159.542358
	Iteration 4F: 3 clusters Score -1.657987e+07 nChanged 29501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317505 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -16603451.000000 Penalty: 1159.542358
	Iteration 5F: 3 clusters Score -1.660345e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333635 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -16615976.000000 Penalty: 1159.542358
	Iteration 6Q: 3 clusters Score -1.661598e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339386 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16617931.000000 Penalty: 1159.542358
	Iteration 7Q: 3 clusters Score -1.661793e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341094 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16618550.000000 Penalty: 1159.542358
	Iteration 8Q: 3 clusters Score -1.661855e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16618630.000000 Penalty: 1159.542358
	Iteration 9Q: 3 clusters Score -1.661863e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341708 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16618662.000000 Penalty: 1159.542358
	Iteration 10Q: 3 clusters Score -1.661866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341758 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16618670.000000 Penalty: 1159.542358
	Iteration 11Q: 3 clusters Score -1.661867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341776 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16618674.000000 Penalty: 1159.542358
	Iteration 12Q: 3 clusters Score -1.661867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341788 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16618674.000000 Penalty: 1159.542358
	Iteration 13Q: 3 clusters Score -1.661867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341795 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16618676.000000 Penalty: 1159.542358
	Iteration 14Q: 3 clusters Score -1.661868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341803 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16618691.000000 Penalty: 1159.542358
	Iteration 15Q: 3 clusters Score -1.661869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341805 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16618683.000000 Penalty: 1159.542358
	Iteration 16Q: 3 clusters Score -1.661868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341804 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16618681.000000 Penalty: 1159.542358
	Iteration 17Q: 3 clusters Score -1.661868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341804 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16618681.000000 Penalty: 1159.542358
	Iteration 18F: 3 clusters Score -1.661868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30497 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 31620 members 
Mstep: Class 16 contains 70413 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8818 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296920.000000 Penalty: 14394.557617
Iteration 159Q: 25 clusters Score -2.529692e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 9220 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30543 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 7034 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 11140 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 31879 members 
Mstep: Class 16 contains 70319 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8821 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297024.000000 Penalty: 14394.557617
Iteration 160F: 25 clusters Score -2.529702e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30584 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 651 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 32138 members 
Mstep: Class 16 contains 70242 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8828 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297170.000000 Penalty: 14394.557617
Iteration 161Q: 25 clusters Score -2.529717e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 9084 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30653 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 7065 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 10995 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 32382 members 
Mstep: Class 16 contains 70170 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297286.000000 Penalty: 14394.557617
Iteration 162Q: 25 clusters Score -2.529729e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30722 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 10915 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 32628 members 
Mstep: Class 16 contains 70084 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 373 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 116 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297414.000000 Penalty: 14394.557617
Iteration 163Q: 25 clusters Score -2.529741e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 8890 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30791 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 184 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 10838 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 32860 members 
Mstep: Class 16 contains 69982 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 370 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 117 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297450.000000 Penalty: 14394.557617
Iteration 164Q: 25 clusters Score -2.529745e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30860 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 8 contains 7140 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 33093 members 
Mstep: Class 16 contains 69866 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 8865 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 119 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297610.000000 Penalty: 14394.557617
Iteration 165Q: 25 clusters Score -2.529761e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 8664 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 30939 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 186 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 4371 members 
Mstep: Class 11 contains 10671 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 33303 members 
Mstep: Class 16 contains 69740 members 
Mstep: Class 17 contains 2526 members 
Mstep: Class 18 contains 4678 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 8881 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 120 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297766.000000 Penalty: 14394.557617
Iteration 166Q: 25 clusters Score -2.529777e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 10596 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 33493 members 
Mstep: Class 16 contains 69619 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 4683 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297870.000000 Penalty: 14394.557617
Iteration 167Q: 25 clusters Score -2.529787e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 8402 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31127 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 188 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 33678 members 
Mstep: Class 16 contains 69504 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 4677 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 8909 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297954.000000 Penalty: 14394.557617
Iteration 168Q: 25 clusters Score -2.529795e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 31218 members 
Mstep: Class 6 contains 215 members 
Mstep: Class 7 contains 189 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 4332 members 
Mstep: Class 11 contains 10429 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 33880 members 
Mstep: Class 16 contains 69382 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 8925 members 
Mstep: Class 21 contains 813 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297962.000000 Penalty: 14394.557617
Iteration 169Q: 25 clusters Score -2.529796e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 8165 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31309 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 189 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 10332 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 34092 members 
Mstep: Class 16 contains 69277 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298032.000000 Penalty: 14394.557617
Iteration 170Q: 25 clusters Score -2.529803e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 8052 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31388 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 10248 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 34293 members 
Mstep: Class 16 contains 69173 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 8954 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298116.000000 Penalty: 14394.557617
Iteration 171Q: 25 clusters Score -2.529812e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31464 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 4297 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 34478 members 
Mstep: Class 16 contains 69071 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 353 members 
Mstep: Class 20 contains 8972 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298212.000000 Penalty: 14394.557617
Iteration 172Q: 25 clusters Score -2.529821e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31539 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 614 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 34646 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 349 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 133 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298208.000000 Penalty: 14394.557617
Iteration 173Q: 25 clusters Score -2.529821e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31618 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 613 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 34801 members 
Mstep: Class 16 contains 68916 members 
Mstep: Class 17 contains 2538 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 8996 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 133 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298230.000000 Penalty: 14394.557617
Iteration 174Q: 25 clusters Score -2.529823e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 7636 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31683 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 34964 members 
Mstep: Class 16 contains 68849 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 4665 members 
Mstep: Class 19 contains 345 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 133 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298276.000000 Penalty: 14394.557617
Iteration 175Q: 25 clusters Score -2.529828e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 68784 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9020 members 
Mstep: Class 21 contains 843 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298292.000000 Penalty: 14394.557617
Iteration 176Q: 25 clusters Score -2.529829e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 31817 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 35287 members 
Mstep: Class 16 contains 68711 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 4676 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 9034 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 136 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298372.000000 Penalty: 14394.557617
Iteration 177Q: 25 clusters Score -2.529837e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 31882 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 4195 members 
Mstep: Class 11 contains 9579 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 35469 members 
Mstep: Class 16 contains 68626 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 4681 members 
Mstep: Class 19 contains 339 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298490.000000 Penalty: 14394.557617
Iteration 178Q: 25 clusters Score -2.529849e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 31945 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7420 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 9472 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 35654 members 
Mstep: Class 16 contains 68537 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 338 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298522.000000 Penalty: 14394.557617
Iteration 179Q: 25 clusters Score -2.529852e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32020 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 7432 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 35843 members 
Mstep: Class 16 contains 68456 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 4703 members 
Mstep: Class 19 contains 340 members 
Mstep: Class 20 contains 9061 members 
Mstep: Class 21 contains 850 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298606.000000 Penalty: 14394.557617
Iteration 180F: 25 clusters Score -2.529861e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32089 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 7444 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4159 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 36035 members 
Mstep: Class 16 contains 68379 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 4722 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 853 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298614.000000 Penalty: 14394.557617
Iteration 181Q: 25 clusters Score -2.529861e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 7202 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32168 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 8 contains 7456 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4133 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 36245 members 
Mstep: Class 16 contains 68303 members 
Mstep: Class 17 contains 2440 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9081 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298600.000000 Penalty: 14394.557617
Iteration 182Q: 25 clusters Score -2.52986e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32227 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 9042 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 36448 members 
Mstep: Class 16 contains 68228 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9090 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298634.000000 Penalty: 14394.557617
Iteration 183Q: 25 clusters Score -2.529863e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32299 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7488 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 36637 members 
Mstep: Class 16 contains 68143 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 18 contains 4770 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 21 contains 853 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298754.000000 Penalty: 14394.557617
Iteration 184Q: 25 clusters Score -2.529875e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 6991 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32368 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 8865 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 36830 members 
Mstep: Class 16 contains 68058 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 4789 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9108 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298898.000000 Penalty: 14394.557617
Iteration 185Q: 25 clusters Score -2.52989e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32417 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37006 members 
Mstep: Class 16 contains 67978 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 4823 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9118 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298992.000000 Penalty: 14394.557617
Iteration 186Q: 25 clusters Score -2.529899e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32454 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 8716 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37181 members 
Mstep: Class 16 contains 67899 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9129 members 
Mstep: Class 21 contains 859 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299018.000000 Penalty: 14394.557617
Iteration 187Q: 25 clusters Score -2.529902e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37340 members 
Mstep: Class 16 contains 67842 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9139 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299028.000000 Penalty: 14394.557617
Iteration 188Q: 25 clusters Score -2.529903e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7552 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37509 members 
Mstep: Class 16 contains 67784 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299134.000000 Penalty: 14394.557617
Iteration 189Q: 25 clusters Score -2.529913e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 32598 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 8477 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37678 members 
Mstep: Class 16 contains 67711 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9165 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299244.000000 Penalty: 14394.557617
Iteration 190Q: 25 clusters Score -2.529924e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32667 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7569 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 37871 members 
Mstep: Class 16 contains 67634 members 
Mstep: Class 17 contains 2349 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 877 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299270.000000 Penalty: 14394.557617
Iteration 191Q: 25 clusters Score -2.529927e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32744 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 8307 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 38087 members 
Mstep: Class 16 contains 67569 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 882 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299364.000000 Penalty: 14394.557617
Iteration 192Q: 25 clusters Score -2.529936e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32811 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 8230 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 38314 members 
Mstep: Class 16 contains 67512 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 4942 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9207 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299506.000000 Penalty: 14394.557617
Iteration 193Q: 25 clusters Score -2.529951e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32863 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 38536 members 
Mstep: Class 16 contains 67445 members 
Mstep: Class 17 contains 2315 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299644.000000 Penalty: 14394.557617
Iteration 194Q: 25 clusters Score -2.529964e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 6423 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32916 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 38734 members 
Mstep: Class 16 contains 67363 members 
Mstep: Class 17 contains 2302 members 
Mstep: Class 18 contains 4967 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9240 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299704.000000 Penalty: 14394.557617
Iteration 195Q: 25 clusters Score -2.52997e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 32974 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 38883 members 
Mstep: Class 16 contains 67303 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 4987 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 901 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299810.000000 Penalty: 14394.557617
Iteration 196Q: 25 clusters Score -2.529981e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 6302 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33051 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39034 members 
Mstep: Class 16 contains 67251 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9268 members 
Mstep: Class 21 contains 900 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299898.000000 Penalty: 14394.557617
Iteration 197Q: 25 clusters Score -2.52999e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39169 members 
Mstep: Class 16 contains 67214 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9285 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300050.000000 Penalty: 14394.557617
Iteration 198Q: 25 clusters Score -2.530005e+07 nChanged 441
Entering ConstructFrom: 
Score: -25300050.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -118452.726562 Penalty: 354.944672
	Iteration 0F: 2 clusters Score -118452.7 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 1204 members 
Entering Unmasked Estep 
Score: -116702.187500 Penalty: 709.889343
	Iteration 0F: 3 clusters Score -116702.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -117377.109375 Penalty: 709.889343
	Iteration 1F: 3 clusters Score -117377.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -117486.085938 Penalty: 709.889343
	Iteration 2F: 3 clusters Score -117486.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -117595.085938 Penalty: 709.889343
	Iteration 3F: 3 clusters Score -117595.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117709.351562 Penalty: 709.889343
	Iteration 4F: 3 clusters Score -117709.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -117804.367188 Penalty: 709.889343
	Iteration 5Q: 3 clusters Score -117804.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -117862.914062 Penalty: 709.889343
	Iteration 6Q: 3 clusters Score -117862.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117912.867188 Penalty: 709.889343
	Iteration 7Q: 3 clusters Score -117912.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -117958.453125 Penalty: 709.889343
	Iteration 8Q: 3 clusters Score -117958.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117984.273438 Penalty: 709.889343
	Iteration 9Q: 3 clusters Score -117984.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117999.992188 Penalty: 709.889343
	Iteration 10Q: 3 clusters Score -118000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118014.070312 Penalty: 709.889343
	Iteration 11Q: 3 clusters Score -118014.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -118024.312500 Penalty: 709.889343
	Iteration 12Q: 3 clusters Score -118024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118027.789062 Penalty: 709.889343
	Iteration 13Q: 3 clusters Score -118027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118028.906250 Penalty: 709.889343
	Iteration 14Q: 3 clusters Score -118028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118029.984375 Penalty: 709.889343
	Iteration 15Q: 3 clusters Score -118030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -118030.687500 Penalty: 709.889343
	Iteration 16Q: 3 clusters Score -118030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118031.890625 Penalty: 709.889343
	Iteration 17Q: 3 clusters Score -118031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118034.906250 Penalty: 709.889343
	Iteration 18Q: 3 clusters Score -118034.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118043.375000 Penalty: 709.889343
	Iteration 19Q: 3 clusters Score -118043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -118049.179688 Penalty: 709.889343
	Iteration 20F: 3 clusters Score -118049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118058.015625 Penalty: 709.889343
	Iteration 21Q: 3 clusters Score -118058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118064.062500 Penalty: 709.889343
	Iteration 22Q: 3 clusters Score -118064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -118070.476562 Penalty: 709.889343
	Iteration 23Q: 3 clusters Score -118070.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118078.929688 Penalty: 709.889343
	Iteration 24Q: 3 clusters Score -118078.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118082.867188 Penalty: 709.889343
	Iteration 25Q: 3 clusters Score -118082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -118089.164062 Penalty: 709.889343
	Iteration 26Q: 3 clusters Score -118089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118092.929688 Penalty: 709.889343
	Iteration 27Q: 3 clusters Score -118092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118096.937500 Penalty: 709.889343
	Iteration 28Q: 3 clusters Score -118096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118098.750000 Penalty: 709.889343
	Iteration 29Q: 3 clusters Score -118098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118099.070312 Penalty: 709.889343
	Iteration 30Q: 3 clusters Score -118099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118099.070312 Penalty: 709.889343
	Iteration 31Q: 3 clusters Score -118099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118099.070312 Penalty: 709.889343
	Iteration 32F: 3 clusters Score -118099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -29448.472656 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -29448.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28884.939453 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -28884.94 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29062.492188 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -29062.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29099.205078 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -29099.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29117.115234 Penalty: 586.704834
	Iteration 3Q: 3 clusters Score -29117.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29131.595703 Penalty: 586.704834
	Iteration 4Q: 3 clusters Score -29131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29144.359375 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -29144.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29153.437500 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -29153.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29159.953125 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -29159.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29166.009766 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -29166.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -29171.005859 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -29171.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29177.250000 Penalty: 586.704834
	Iteration 10Q: 3 clusters Score -29177.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29182.832031 Penalty: 586.704834
	Iteration 11Q: 3 clusters Score -29182.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29184.361328 Penalty: 586.704834
	Iteration 12Q: 3 clusters Score -29184.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29185.048828 Penalty: 586.704834
	Iteration 13Q: 3 clusters Score -29185.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29186.386719 Penalty: 586.704834
	Iteration 14Q: 3 clusters Score -29186.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29186.386719 Penalty: 586.704834
	Iteration 15F: 3 clusters Score -29186.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -303475.093750 Penalty: 397.136017
	Iteration 0F: 2 clusters Score -303475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -299383.125000 Penalty: 794.272034
	Iteration 0F: 3 clusters Score -299383.1 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -301035.031250 Penalty: 794.272034
	Iteration 1F: 3 clusters Score -301035 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -301244.531250 Penalty: 794.272034
	Iteration 2F: 3 clusters Score -301244.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -301490.375000 Penalty: 794.272034
	Iteration 3F: 3 clusters Score -301490.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -301723.937500 Penalty: 794.272034
	Iteration 4F: 3 clusters Score -301723.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -301896.125000 Penalty: 794.272034
	Iteration 5F: 3 clusters Score -301896.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -302017.531250 Penalty: 794.272034
	Iteration 6Q: 3 clusters Score -302017.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -302102.812500 Penalty: 794.272034
	Iteration 7Q: 3 clusters Score -302102.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -302159.750000 Penalty: 794.272034
	Iteration 8Q: 3 clusters Score -302159.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -302190.500000 Penalty: 794.272034
	Iteration 9Q: 3 clusters Score -302190.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -302212.625000 Penalty: 794.272034
	Iteration 10Q: 3 clusters Score -302212.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -302231.875000 Penalty: 794.272034
	Iteration 11Q: 3 clusters Score -302231.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -302243.718750 Penalty: 794.272034
	Iteration 12Q: 3 clusters Score -302243.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -302252.281250 Penalty: 794.272034
	Iteration 13Q: 3 clusters Score -302252.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -302258.750000 Penalty: 794.272034
	Iteration 14Q: 3 clusters Score -302258.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -302267.031250 Penalty: 794.272034
	Iteration 15Q: 3 clusters Score -302267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -302276.250000 Penalty: 794.272034
	Iteration 16Q: 3 clusters Score -302276.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -302286.531250 Penalty: 794.272034
	Iteration 17Q: 3 clusters Score -302286.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -302295.531250 Penalty: 794.272034
	Iteration 18Q: 3 clusters Score -302295.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -302307.500000 Penalty: 794.272034
	Iteration 19Q: 3 clusters Score -302307.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -302323.906250 Penalty: 794.272034
	Iteration 20F: 3 clusters Score -302323.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -302342.437500 Penalty: 794.272034
	Iteration 21Q: 3 clusters Score -302342.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -302364.625000 Penalty: 794.272034
	Iteration 22Q: 3 clusters Score -302364.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -302390.500000 Penalty: 794.272034
	Iteration 23Q: 3 clusters Score -302390.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -302414.000000 Penalty: 794.272034
	Iteration 24Q: 3 clusters Score -302414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -302444.593750 Penalty: 794.272034
	Iteration 25Q: 3 clusters Score -302444.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -302479.156250 Penalty: 794.272034
	Iteration 26Q: 3 clusters Score -302479.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -302510.093750 Penalty: 794.272034
	Iteration 27Q: 3 clusters Score -302510.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -302535.343750 Penalty: 794.272034
	Iteration 28Q: 3 clusters Score -302535.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -302564.687500 Penalty: 794.272034
	Iteration 29Q: 3 clusters Score -302564.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -302598.625000 Penalty: 794.272034
	Iteration 30Q: 3 clusters Score -302598.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -302637.812500 Penalty: 794.272034
	Iteration 31Q: 3 clusters Score -302637.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -302674.156250 Penalty: 794.272034
	Iteration 32Q: 3 clusters Score -302674.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -302707.156250 Penalty: 794.272034
	Iteration 33Q: 3 clusters Score -302707.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -302741.406250 Penalty: 794.272034
	Iteration 34Q: 3 clusters Score -302741.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -302774.031250 Penalty: 794.272034
	Iteration 35Q: 3 clusters Score -302774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -302810.218750 Penalty: 794.272034
	Iteration 36Q: 3 clusters Score -302810.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -302845.187500 Penalty: 794.272034
	Iteration 37Q: 3 clusters Score -302845.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -302889.906250 Penalty: 794.272034
	Iteration 38Q: 3 clusters Score -302889.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -302920.625000 Penalty: 794.272034
	Iteration 39Q: 3 clusters Score -302920.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302950.281250 Penalty: 794.272034
	Iteration 40F: 3 clusters Score -302950.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -302975.437500 Penalty: 794.272034
	Iteration 41Q: 3 clusters Score -302975.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -303002.875000 Penalty: 794.272034
	Iteration 42Q: 3 clusters Score -303002.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -303030.718750 Penalty: 794.272034
	Iteration 43Q: 3 clusters Score -303030.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303052.406250 Penalty: 794.272034
	Iteration 44Q: 3 clusters Score -303052.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -303063.468750 Penalty: 794.272034
	Iteration 45Q: 3 clusters Score -303063.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -303073.875000 Penalty: 794.272034
	Iteration 46Q: 3 clusters Score -303073.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -303082.562500 Penalty: 794.272034
	Iteration 47Q: 3 clusters Score -303082.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -303088.156250 Penalty: 794.272034
	Iteration 48Q: 3 clusters Score -303088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -303097.187500 Penalty: 794.272034
	Iteration 49Q: 3 clusters Score -303097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -303101.781250 Penalty: 794.272034
	Iteration 50Q: 3 clusters Score -303101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -303109.312500 Penalty: 794.272034
	Iteration 51Q: 3 clusters Score -303109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -303113.843750 Penalty: 794.272034
	Iteration 52Q: 3 clusters Score -303113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -303125.968750 Penalty: 794.272034
	Iteration 53Q: 3 clusters Score -303126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -303134.781250 Penalty: 794.272034
	Iteration 54Q: 3 clusters Score -303134.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -303140.218750 Penalty: 794.272034
	Iteration 55Q: 3 clusters Score -303140.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303142.875000 Penalty: 794.272034
	Iteration 56Q: 3 clusters Score -303142.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -303145.750000 Penalty: 794.272034
	Iteration 57Q: 3 clusters Score -303145.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -303149.406250 Penalty: 794.272034
	Iteration 58Q: 3 clusters Score -303149.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -303151.093750 Penalty: 794.272034
	Iteration 59Q: 3 clusters Score -303151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -303153.312500 Penalty: 794.272034
	Iteration 60F: 3 clusters Score -303153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -303154.500000 Penalty: 794.272034
	Iteration 61Q: 3 clusters Score -303154.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -303156.906250 Penalty: 794.272034
	Iteration 62Q: 3 clusters Score -303156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -303157.687500 Penalty: 794.272034
	Iteration 63Q: 3 clusters Score -303157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -303157.406250 Penalty: 794.272034
	Iteration 64Q: 3 clusters Score -303157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -303158.156250 Penalty: 794.272034
	Iteration 65Q: 3 clusters Score -303158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -303158.187500 Penalty: 794.272034
	Iteration 66Q: 3 clusters Score -303158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -303158.250000 Penalty: 794.272034
	Iteration 67Q: 3 clusters Score -303158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -303158.250000 Penalty: 794.272034
	Iteration 68F: 3 clusters Score -303158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14953.389648 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14953.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15025.978516 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15025.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15063.292969 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -15063.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15085.343750 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -15085.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15096.124023 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15096.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15102.644531 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15102.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15113.889648 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15113.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15121.179688 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15121.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15130.431641 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15130.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15143.093750 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -15143.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15174.153320 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -15174.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15222.583984 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -15222.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15344.415039 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -15344.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15389.847656 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -15389.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15391.538086 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -15391.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15394.174805 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -15394.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15399.583984 Penalty: 527.992737
	Iteration 16F: 3 clusters Score -15399.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15410.731445 Penalty: 527.992737
	Iteration 17Q: 3 clusters Score -15410.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15415.475586 Penalty: 527.992737
	Iteration 18Q: 3 clusters Score -15415.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15417.035156 Penalty: 527.992737
	Iteration 19Q: 3 clusters Score -15417.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15417.035156 Penalty: 527.992737
	Iteration 20F: 3 clusters Score -15417.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 162 members 
Mstep: Class 5 contains 33182 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39294 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9294 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340614 members 
Mstep: Class 25 contains 169 members 
Entering Unmasked Estep 
Score: -25299900.000000 Penalty: 14994.331055
Splitting cluster 4 changes total score from -25300050.000000 to -25299900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (33182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Entering Unmasked Estep 
Score: -1550130.500000 Penalty: 473.644196
	Iteration 0F: 2 clusters Score -1550130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1527961.875000 Penalty: 947.288391
	Iteration 0F: 3 clusters Score -1527962 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1537086.875000 Penalty: 947.288391
	Iteration 1F: 3 clusters Score -1537087 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1537424.125000 Penalty: 947.288391
	Iteration 2Q: 3 clusters Score -1537424 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1538088.250000 Penalty: 947.288391
	Iteration 3Q: 3 clusters Score -1538088 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1539349.375000 Penalty: 947.288391
	Iteration 4F: 3 clusters Score -1539349 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1541249.000000 Penalty: 947.288391
	Iteration 5F: 3 clusters Score -1541249 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1543578.375000 Penalty: 947.288391
	Iteration 6F: 3 clusters Score -1543578 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1545523.375000 Penalty: 947.288391
	Iteration 7F: 3 clusters Score -1545523 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1546848.750000 Penalty: 947.288391
	Iteration 8Q: 3 clusters Score -1546849 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1547783.875000 Penalty: 947.288391
	Iteration 9Q: 3 clusters Score -1547784 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1548512.000000 Penalty: 947.288391
	Iteration 10Q: 3 clusters Score -1548512 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1549084.375000 Penalty: 947.288391
	Iteration 11Q: 3 clusters Score -1549084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1549435.000000 Penalty: 947.288391
	Iteration 12Q: 3 clusters Score -1549435 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1549632.375000 Penalty: 947.288391
	Iteration 13Q: 3 clusters Score -1549632 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1549733.250000 Penalty: 947.288391
	Iteration 14Q: 3 clusters Score -1549733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1549789.375000 Penalty: 947.288391
	Iteration 15Q: 3 clusters Score -1549789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1549805.000000 Penalty: 947.288391
	Iteration 16Q: 3 clusters Score -1549805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1549824.500000 Penalty: 947.288391
	Iteration 17Q: 3 clusters Score -1549824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1549838.375000 Penalty: 947.288391
	Iteration 18Q: 3 clusters Score -1549838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1549853.500000 Penalty: 947.288391
	Iteration 19Q: 3 clusters Score -1549854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1549866.750000 Penalty: 947.288391
	Iteration 20F: 3 clusters Score -1549867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1549879.250000 Penalty: 947.288391
	Iteration 21Q: 3 clusters Score -1549879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1549895.375000 Penalty: 947.288391
	Iteration 22Q: 3 clusters Score -1549895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1549907.125000 Penalty: 947.288391
	Iteration 23Q: 3 clusters Score -1549907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1549913.875000 Penalty: 947.288391
	Iteration 24Q: 3 clusters Score -1549914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1549919.250000 Penalty: 947.288391
	Iteration 25Q: 3 clusters Score -1549919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1549924.625000 Penalty: 947.288391
	Iteration 26Q: 3 clusters Score -1549925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1549928.375000 Penalty: 947.288391
	Iteration 27Q: 3 clusters Score -1549928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1549931.750000 Penalty: 947.288391
	Iteration 28Q: 3 clusters Score -1549932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1549937.500000 Penalty: 947.288391
	Iteration 29Q: 3 clusters Score -1549938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1549938.500000 Penalty: 947.288391
	Iteration 30Q: 3 clusters Score -1549938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1549939.750000 Penalty: 947.288391
	Iteration 31Q: 3 clusters Score -1549940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1549945.375000 Penalty: 947.288391
	Iteration 32Q: 3 clusters Score -1549945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1549945.125000 Penalty: 947.288391
	Iteration 33Q: 3 clusters Score -1549945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1549948.250000 Penalty: 947.288391
	Iteration 34Q: 3 clusters Score -1549948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1549949.000000 Penalty: 947.288391
	Iteration 35Q: 3 clusters Score -1549949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1549950.750000 Penalty: 947.288391
	Iteration 36Q: 3 clusters Score -1549951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1549954.000000 Penalty: 947.288391
	Iteration 37Q: 3 clusters Score -1549954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1549956.000000 Penalty: 947.288391
	Iteration 38Q: 3 clusters Score -1549956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1549957.750000 Penalty: 947.288391
	Iteration 39Q: 3 clusters Score -1549958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1549957.625000 Penalty: 947.288391
	Iteration 40F: 3 clusters Score -1549958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1549957.625000 Penalty: 947.288391
	Iteration 41Q: 3 clusters Score -1549958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1549958.250000 Penalty: 947.288391
	Iteration 42Q: 3 clusters Score -1549958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1549961.375000 Penalty: 947.288391
	Iteration 43Q: 3 clusters Score -1549961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1549963.750000 Penalty: 947.288391
	Iteration 44Q: 3 clusters Score -1549964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1549965.750000 Penalty: 947.288391
	Iteration 45Q: 3 clusters Score -1549966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1549970.000000 Penalty: 947.288391
	Iteration 46Q: 3 clusters Score -1549970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1549972.375000 Penalty: 947.288391
	Iteration 47Q: 3 clusters Score -1549972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1549973.375000 Penalty: 947.288391
	Iteration 48Q: 3 clusters Score -1549973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1549973.375000 Penalty: 947.288391
	Iteration 49Q: 3 clusters Score -1549973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1549974.125000 Penalty: 947.288391
	Iteration 50Q: 3 clusters Score -1549974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1549973.125000 Penalty: 947.288391
	Iteration 51Q: 3 clusters Score -1549973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1549973.500000 Penalty: 947.288391
	Iteration 52Q: 3 clusters Score -1549974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1549973.500000 Penalty: 947.288391
	Iteration 53F: 3 clusters Score -1549974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8721.366211 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8721.366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8778.496094 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8778.496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8802.580078 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8802.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8823.546875 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -8823.547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8844.237305 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8844.237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8855.465820 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8855.466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8879.486328 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8879.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8894.086914 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8894.087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8910.594727 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -8910.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8913.170898 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -8913.171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8913.170898 Penalty: 489.150330
	Iteration 10F: 3 clusters Score -8913.171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -8073.731445 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -8073.731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7783.545898 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7783.546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7847.824219 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7847.824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7869.911133 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -7869.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7872.078613 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7872.079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7877.033691 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7877.034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7881.192383 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7881.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7888.579590 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7888.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7898.276367 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -7898.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7899.944336 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -7899.944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7902.295898 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -7902.296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7902.981934 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -7902.982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7907.275879 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -7907.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7908.805176 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -7908.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7908.805176 Penalty: 482.146881
	Iteration 13F: 3 clusters Score -7908.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -392763.000000 Penalty: 406.571625
	Iteration 0F: 2 clusters Score -392763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -387724.406250 Penalty: 813.143250
	Iteration 0F: 3 clusters Score -387724.4 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -389808.187500 Penalty: 813.143250
	Iteration 1F: 3 clusters Score -389808.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -390195.437500 Penalty: 813.143250
	Iteration 2F: 3 clusters Score -390195.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -390784.843750 Penalty: 813.143250
	Iteration 3F: 3 clusters Score -390784.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -391409.343750 Penalty: 813.143250
	Iteration 4F: 3 clusters Score -391409.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -391935.156250 Penalty: 813.143250
	Iteration 5F: 3 clusters Score -391935.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -392273.562500 Penalty: 813.143250
	Iteration 6Q: 3 clusters Score -392273.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -392388.562500 Penalty: 813.143250
	Iteration 7Q: 3 clusters Score -392388.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -392427.406250 Penalty: 813.143250
	Iteration 8Q: 3 clusters Score -392427.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -392446.187500 Penalty: 813.143250
	Iteration 9Q: 3 clusters Score -392446.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -392453.968750 Penalty: 813.143250
	Iteration 10Q: 3 clusters Score -392454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -392459.625000 Penalty: 813.143250
	Iteration 11Q: 3 clusters Score -392459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -392463.843750 Penalty: 813.143250
	Iteration 12Q: 3 clusters Score -392463.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -392465.375000 Penalty: 813.143250
	Iteration 13Q: 3 clusters Score -392465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -392465.843750 Penalty: 813.143250
	Iteration 14Q: 3 clusters Score -392465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -392466.812500 Penalty: 813.143250
	Iteration 15Q: 3 clusters Score -392466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -392467.437500 Penalty: 813.143250
	Iteration 16Q: 3 clusters Score -392467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -392466.562500 Penalty: 813.143250
	Iteration 17Q: 3 clusters Score -392466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -392467.500000 Penalty: 813.143250
	Iteration 18Q: 3 clusters Score -392467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -392466.968750 Penalty: 813.143250
	Iteration 19Q: 3 clusters Score -392467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -392467.093750 Penalty: 813.143250
	Iteration 20F: 3 clusters Score -392467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -25011.343750 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -25011.34 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 287 members 
Entering Unmasked Estep 
Score: -24485.048828 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -24485.05 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24602.669922 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -24602.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24633.515625 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -24633.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24655.945312 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -24655.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24668.015625 Penalty: 574.862000
	Iteration 4Q: 3 clusters Score -24668.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24681.957031 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -24681.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24693.195312 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -24693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24697.177734 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -24697.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24701.783203 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -24701.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24706.962891 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -24706.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24712.414062 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -24712.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24721.353516 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -24721.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24724.763672 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -24724.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24726.326172 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -24726.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24728.703125 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -24728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24733.708984 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -24733.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24736.796875 Penalty: 574.862000
	Iteration 16Q: 3 clusters Score -24736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24739.808594 Penalty: 574.862000
	Iteration 17Q: 3 clusters Score -24739.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24740.576172 Penalty: 574.862000
	Iteration 18Q: 3 clusters Score -24740.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24741.251953 Penalty: 574.862000
	Iteration 19Q: 3 clusters Score -24741.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -24742.599609 Penalty: 574.862000
	Iteration 20F: 3 clusters Score -24742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24744.845703 Penalty: 574.862000
	Iteration 21Q: 3 clusters Score -24744.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24750.095703 Penalty: 574.862000
	Iteration 22Q: 3 clusters Score -24750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24754.203125 Penalty: 574.862000
	Iteration 23Q: 3 clusters Score -24754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -24757.566406 Penalty: 574.862000
	Iteration 24Q: 3 clusters Score -24757.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -24759.666016 Penalty: 574.862000
	Iteration 25Q: 3 clusters Score -24759.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -24760.046875 Penalty: 574.862000
	Iteration 26Q: 3 clusters Score -24760.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24760.474609 Penalty: 574.862000
	Iteration 27Q: 3 clusters Score -24760.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -24760.474609 Penalty: 574.862000
	Iteration 28F: 3 clusters Score -24760.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -196285.453125 Penalty: 377.242554
	Iteration 0F: 2 clusters Score -196285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -193569.031250 Penalty: 754.485107
	Iteration 0F: 3 clusters Score -193569 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -194584.250000 Penalty: 754.485107
	Iteration 1F: 3 clusters Score -194584.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -194787.656250 Penalty: 754.485107
	Iteration 2F: 3 clusters Score -194787.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -195030.140625 Penalty: 754.485107
	Iteration 3F: 3 clusters Score -195030.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -195281.437500 Penalty: 754.485107
	Iteration 4F: 3 clusters Score -195281.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -195527.687500 Penalty: 754.485107
	Iteration 5F: 3 clusters Score -195527.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195676.453125 Penalty: 754.485107
	Iteration 6Q: 3 clusters Score -195676.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -195739.453125 Penalty: 754.485107
	Iteration 7Q: 3 clusters Score -195739.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -195775.546875 Penalty: 754.485107
	Iteration 8Q: 3 clusters Score -195775.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -195802.296875 Penalty: 754.485107
	Iteration 9Q: 3 clusters Score -195802.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -195823.812500 Penalty: 754.485107
	Iteration 10Q: 3 clusters Score -195823.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -195835.531250 Penalty: 754.485107
	Iteration 11Q: 3 clusters Score -195835.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195845.343750 Penalty: 754.485107
	Iteration 12Q: 3 clusters Score -195845.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -195853.656250 Penalty: 754.485107
	Iteration 13Q: 3 clusters Score -195853.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -195861.921875 Penalty: 754.485107
	Iteration 14Q: 3 clusters Score -195861.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -195873.828125 Penalty: 754.485107
	Iteration 15Q: 3 clusters Score -195873.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -195886.421875 Penalty: 754.485107
	Iteration 16Q: 3 clusters Score -195886.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -195896.906250 Penalty: 754.485107
	Iteration 17Q: 3 clusters Score -195896.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195914.265625 Penalty: 754.485107
	Iteration 18Q: 3 clusters Score -195914.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -195935.718750 Penalty: 754.485107
	Iteration 19Q: 3 clusters Score -195935.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195952.671875 Penalty: 754.485107
	Iteration 20F: 3 clusters Score -195952.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195963.718750 Penalty: 754.485107
	Iteration 21Q: 3 clusters Score -195963.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195971.625000 Penalty: 754.485107
	Iteration 22Q: 3 clusters Score -195971.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195981.015625 Penalty: 754.485107
	Iteration 23Q: 3 clusters Score -195981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195988.437500 Penalty: 754.485107
	Iteration 24Q: 3 clusters Score -195988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -195995.968750 Penalty: 754.485107
	Iteration 25Q: 3 clusters Score -195996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -196008.718750 Penalty: 754.485107
	Iteration 26Q: 3 clusters Score -196008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -196021.406250 Penalty: 754.485107
	Iteration 27Q: 3 clusters Score -196021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -196030.140625 Penalty: 754.485107
	Iteration 28Q: 3 clusters Score -196030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -196041.046875 Penalty: 754.485107
	Iteration 29Q: 3 clusters Score -196041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -196045.796875 Penalty: 754.485107
	Iteration 30Q: 3 clusters Score -196045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -196047.843750 Penalty: 754.485107
	Iteration 31Q: 3 clusters Score -196047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196049.453125 Penalty: 754.485107
	Iteration 32Q: 3 clusters Score -196049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -196050.828125 Penalty: 754.485107
	Iteration 33Q: 3 clusters Score -196050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -196051.375000 Penalty: 754.485107
	Iteration 34Q: 3 clusters Score -196051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -196051.750000 Penalty: 754.485107
	Iteration 35Q: 3 clusters Score -196051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -196051.937500 Penalty: 754.485107
	Iteration 36Q: 3 clusters Score -196051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -196051.968750 Penalty: 754.485107
	Iteration 37Q: 3 clusters Score -196052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -196052.187500 Penalty: 754.485107
	Iteration 38Q: 3 clusters Score -196052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196052.343750 Penalty: 754.485107
	Iteration 39Q: 3 clusters Score -196052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -196052.343750 Penalty: 754.485107
	Iteration 40F: 3 clusters Score -196052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -394268.250000 Penalty: 408.247101
	Iteration 0F: 2 clusters Score -394268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -388965.937500 Penalty: 816.494202
	Iteration 0F: 3 clusters Score -388965.9 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -391053.031250 Penalty: 816.494202
	Iteration 1F: 3 clusters Score -391053 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -391181.250000 Penalty: 816.494202
	Iteration 2Q: 3 clusters Score -391181.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -391307.250000 Penalty: 816.494202
	Iteration 3Q: 3 clusters Score -391307.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -391457.250000 Penalty: 816.494202
	Iteration 4Q: 3 clusters Score -391457.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -391627.500000 Penalty: 816.494202
	Iteration 5Q: 3 clusters Score -391627.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -391905.093750 Penalty: 816.494202
	Iteration 6F: 3 clusters Score -391905.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -392262.625000 Penalty: 816.494202
	Iteration 7F: 3 clusters Score -392262.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -392605.531250 Penalty: 816.494202
	Iteration 8Q: 3 clusters Score -392605.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -392881.531250 Penalty: 816.494202
	Iteration 9Q: 3 clusters Score -392881.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -393086.437500 Penalty: 816.494202
	Iteration 10Q: 3 clusters Score -393086.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -393216.968750 Penalty: 816.494202
	Iteration 11Q: 3 clusters Score -393217 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -393318.218750 Penalty: 816.494202
	Iteration 12Q: 3 clusters Score -393318.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -393404.656250 Penalty: 816.494202
	Iteration 13Q: 3 clusters Score -393404.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -393478.562500 Penalty: 816.494202
	Iteration 14Q: 3 clusters Score -393478.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -393555.718750 Penalty: 816.494202
	Iteration 15Q: 3 clusters Score -393555.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -393620.968750 Penalty: 816.494202
	Iteration 16Q: 3 clusters Score -393621 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -393687.093750 Penalty: 816.494202
	Iteration 17Q: 3 clusters Score -393687.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -393744.187500 Penalty: 816.494202
	Iteration 18Q: 3 clusters Score -393744.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -393794.843750 Penalty: 816.494202
	Iteration 19Q: 3 clusters Score -393794.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -393836.406250 Penalty: 816.494202
	Iteration 20F: 3 clusters Score -393836.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -393857.843750 Penalty: 816.494202
	Iteration 21Q: 3 clusters Score -393857.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -393875.812500 Penalty: 816.494202
	Iteration 22Q: 3 clusters Score -393875.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -393892.437500 Penalty: 816.494202
	Iteration 23Q: 3 clusters Score -393892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -393902.562500 Penalty: 816.494202
	Iteration 24Q: 3 clusters Score -393902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -393908.218750 Penalty: 816.494202
	Iteration 25Q: 3 clusters Score -393908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -393914.125000 Penalty: 816.494202
	Iteration 26Q: 3 clusters Score -393914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -393920.500000 Penalty: 816.494202
	Iteration 27Q: 3 clusters Score -393920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -393924.968750 Penalty: 816.494202
	Iteration 28Q: 3 clusters Score -393925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -393927.968750 Penalty: 816.494202
	Iteration 29Q: 3 clusters Score -393928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -393931.562500 Penalty: 816.494202
	Iteration 30Q: 3 clusters Score -393931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -393934.625000 Penalty: 816.494202
	Iteration 31Q: 3 clusters Score -393934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -393935.875000 Penalty: 816.494202
	Iteration 32Q: 3 clusters Score -393935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -393938.125000 Penalty: 816.494202
	Iteration 33Q: 3 clusters Score -393938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -393938.843750 Penalty: 816.494202
	Iteration 34Q: 3 clusters Score -393938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -393939.437500 Penalty: 816.494202
	Iteration 35Q: 3 clusters Score -393939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -393939.437500 Penalty: 816.494202
	Iteration 36F: 3 clusters Score -393939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31605.253906 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31605.25 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -31804.833984 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31804.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31832.138672 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31832.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31845.558594 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31845.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31853.865234 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31853.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31859.916016 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31859.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -31863.406250 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31863.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -31870.025391 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31870.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31877.091797 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31877.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31884.347656 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31884.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31893.152344 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31893.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -31901.933594 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31901.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -31909.759766 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31909.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -31917.078125 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31917.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -31920.443359 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31920.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31922.712891 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31922.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -31925.060547 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31925.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -31925.996094 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31926.064453 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31926.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31926.064453 Penalty: 594.309875
	Iteration 19F: 3 clusters Score -31926.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -31511.435547 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -31511.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30977.583984 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -30977.58 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31089.726562 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -31089.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31120.798828 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -31120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31136.630859 Penalty: 575.842224
	Iteration 3Q: 3 clusters Score -31136.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31147.263672 Penalty: 575.842224
	Iteration 4Q: 3 clusters Score -31147.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31157.716797 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -31157.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31163.197266 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -31163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31165.130859 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -31165.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31166.296875 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -31166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31170.359375 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -31170.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31172.554688 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -31172.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31173.861328 Penalty: 575.842224
	Iteration 11Q: 3 clusters Score -31173.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31174.652344 Penalty: 575.842224
	Iteration 12Q: 3 clusters Score -31174.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31175.886719 Penalty: 575.842224
	Iteration 13Q: 3 clusters Score -31175.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31178.125000 Penalty: 575.842224
	Iteration 14Q: 3 clusters Score -31178.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31179.607422 Penalty: 575.842224
	Iteration 15Q: 3 clusters Score -31179.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31181.337891 Penalty: 575.842224
	Iteration 16Q: 3 clusters Score -31181.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31182.972656 Penalty: 575.842224
	Iteration 17Q: 3 clusters Score -31182.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31183.357422 Penalty: 575.842224
	Iteration 18Q: 3 clusters Score -31183.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31183.613281 Penalty: 575.842224
	Iteration 19Q: 3 clusters Score -31183.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31183.613281 Penalty: 575.842224
	Iteration 20F: 3 clusters Score -31183.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 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 133 members 
Entering Unmasked Estep 
Score: -10965.941406 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10965.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11020.760742 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11020.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11034.035156 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11034.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11037.613281 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11037.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11043.510742 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11043.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11047.634766 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11047.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11051.830078 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11051.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11055.274414 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -11055.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11057.176758 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -11057.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11061.513672 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -11061.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11064.061523 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -11064.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11065.604492 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -11065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11065.604492 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -11065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Entering Unmasked Estep 
Score: -2019114.875000 Penalty: 481.336609
	Iteration 0F: 2 clusters Score -2019115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1992801.625000 Penalty: 962.673218
	Iteration 0F: 3 clusters Score -1992802 nChanged 19035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2004548.250000 Penalty: 962.673218
	Iteration 1F: 3 clusters Score -2004548 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2005476.750000 Penalty: 962.673218
	Iteration 2Q: 3 clusters Score -2005477 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2007001.125000 Penalty: 962.673218
	Iteration 3F: 3 clusters Score -2007001 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2009129.000000 Penalty: 962.673218
	Iteration 4F: 3 clusters Score -2009129 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2011390.750000 Penalty: 962.673218
	Iteration 5F: 3 clusters Score -2011391 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2012999.750000 Penalty: 962.673218
	Iteration 6F: 3 clusters Score -2013000 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2013718.875000 Penalty: 962.673218
	Iteration 7Q: 3 clusters Score -2013719 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2014019.625000 Penalty: 962.673218
	Iteration 8Q: 3 clusters Score -2014020 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2014207.125000 Penalty: 962.673218
	Iteration 9Q: 3 clusters Score -2014207 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2014353.375000 Penalty: 962.673218
	Iteration 10Q: 3 clusters Score -2014353 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2014476.250000 Penalty: 962.673218
	Iteration 11Q: 3 clusters Score -2014476 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2014618.000000 Penalty: 962.673218
	Iteration 12Q: 3 clusters Score -2014618 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2014761.875000 Penalty: 962.673218
	Iteration 13Q: 3 clusters Score -2014762 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2014912.250000 Penalty: 962.673218
	Iteration 14Q: 3 clusters Score -2014912 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2015082.875000 Penalty: 962.673218
	Iteration 15Q: 3 clusters Score -2015083 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2015236.250000 Penalty: 962.673218
	Iteration 16Q: 3 clusters Score -2015236 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2015398.750000 Penalty: 962.673218
	Iteration 17Q: 3 clusters Score -2015399 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2015554.750000 Penalty: 962.673218
	Iteration 18Q: 3 clusters Score -2015555 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2015721.875000 Penalty: 962.673218
	Iteration 19Q: 3 clusters Score -2015722 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2015899.125000 Penalty: 962.673218
	Iteration 20F: 3 clusters Score -2015899 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2016071.625000 Penalty: 962.673218
	Iteration 21Q: 3 clusters Score -2016072 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2016200.500000 Penalty: 962.673218
	Iteration 22Q: 3 clusters Score -2016200 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2016317.125000 Penalty: 962.673218
	Iteration 23Q: 3 clusters Score -2016317 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -2016436.375000 Penalty: 962.673218
	Iteration 24Q: 3 clusters Score -2016436 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -2016543.375000 Penalty: 962.673218
	Iteration 25Q: 3 clusters Score -2016543 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2016637.625000 Penalty: 962.673218
	Iteration 26Q: 3 clusters Score -2016638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2016741.250000 Penalty: 962.673218
	Iteration 27Q: 3 clusters Score -2016741 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -2016820.375000 Penalty: 962.673218
	Iteration 28Q: 3 clusters Score -2016820 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2016909.250000 Penalty: 962.673218
	Iteration 29Q: 3 clusters Score -2016909 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -2016969.375000 Penalty: 962.673218
	Iteration 30Q: 3 clusters Score -2016969 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -2017050.250000 Penalty: 962.673218
	Iteration 31Q: 3 clusters Score -2017050 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -2017115.625000 Penalty: 962.673218
	Iteration 32Q: 3 clusters Score -2017116 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2017198.500000 Penalty: 962.673218
	Iteration 33Q: 3 clusters Score -2017198 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -2017277.625000 Penalty: 962.673218
	Iteration 34Q: 3 clusters Score -2017278 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -2017350.875000 Penalty: 962.673218
	Iteration 35Q: 3 clusters Score -2017351 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2017434.625000 Penalty: 962.673218
	Iteration 36Q: 3 clusters Score -2017435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -2017500.500000 Penalty: 962.673218
	Iteration 37Q: 3 clusters Score -2017500 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -2017567.625000 Penalty: 962.673218
	Iteration 38Q: 3 clusters Score -2017568 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -2017636.000000 Penalty: 962.673218
	Iteration 39Q: 3 clusters Score -2017636 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -2017702.375000 Penalty: 962.673218
	Iteration 40F: 3 clusters Score -2017702 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -2017762.125000 Penalty: 962.673218
	Iteration 41Q: 3 clusters Score -2017762 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -2017826.250000 Penalty: 962.673218
	Iteration 42Q: 3 clusters Score -2017826 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2017882.000000 Penalty: 962.673218
	Iteration 43Q: 3 clusters Score -2017882 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -2017951.500000 Penalty: 962.673218
	Iteration 44Q: 3 clusters Score -2017952 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -2018027.125000 Penalty: 962.673218
	Iteration 45Q: 3 clusters Score -2018027 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -2018089.250000 Penalty: 962.673218
	Iteration 46Q: 3 clusters Score -2018089 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -2018158.125000 Penalty: 962.673218
	Iteration 47Q: 3 clusters Score -2018158 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -2018215.375000 Penalty: 962.673218
	Iteration 48Q: 3 clusters Score -2018215 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -2018274.125000 Penalty: 962.673218
	Iteration 49Q: 3 clusters Score -2018274 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -2018345.500000 Penalty: 962.673218
	Iteration 50Q: 3 clusters Score -2018346 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2018402.125000 Penalty: 962.673218
	Iteration 51Q: 3 clusters Score -2018402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -2018464.125000 Penalty: 962.673218
	Iteration 52Q: 3 clusters Score -2018464 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -2018510.375000 Penalty: 962.673218
	Iteration 53Q: 3 clusters Score -2018510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -2018554.125000 Penalty: 962.673218
	Iteration 54Q: 3 clusters Score -2018554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -2018602.250000 Penalty: 962.673218
	Iteration 55Q: 3 clusters Score -2018602 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -2018645.500000 Penalty: 962.673218
	Iteration 56Q: 3 clusters Score -2018646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -2018684.500000 Penalty: 962.673218
	Iteration 57Q: 3 clusters Score -2018684 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -2018709.875000 Penalty: 962.673218
	Iteration 58Q: 3 clusters Score -2018710 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -2018753.125000 Penalty: 962.673218
	Iteration 59Q: 3 clusters Score -2018753 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -2018772.750000 Penalty: 962.673218
	Iteration 60F: 3 clusters Score -2018773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -2018809.125000 Penalty: 962.673218
	Iteration 61Q: 3 clusters Score -2018809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -2018831.375000 Penalty: 962.673218
	Iteration 62Q: 3 clusters Score -2018831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -2018865.250000 Penalty: 962.673218
	Iteration 63Q: 3 clusters Score -2018865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -2018884.250000 Penalty: 962.673218
	Iteration 64Q: 3 clusters Score -2018884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -2018917.750000 Penalty: 962.673218
	Iteration 65Q: 3 clusters Score -2018918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -2018943.125000 Penalty: 962.673218
	Iteration 66Q: 3 clusters Score -2018943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -2018955.750000 Penalty: 962.673218
	Iteration 67Q: 3 clusters Score -2018956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -2018976.375000 Penalty: 962.673218
	Iteration 68Q: 3 clusters Score -2018976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -2018991.125000 Penalty: 962.673218
	Iteration 69Q: 3 clusters Score -2018991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -2019007.250000 Penalty: 962.673218
	Iteration 70Q: 3 clusters Score -2019007 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -2019015.375000 Penalty: 962.673218
	Iteration 71Q: 3 clusters Score -2019015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -2019029.000000 Penalty: 962.673218
	Iteration 72Q: 3 clusters Score -2019029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -2019042.250000 Penalty: 962.673218
	Iteration 73Q: 3 clusters Score -2019042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -2019054.000000 Penalty: 962.673218
	Iteration 74Q: 3 clusters Score -2019054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -2019058.125000 Penalty: 962.673218
	Iteration 75Q: 3 clusters Score -2019058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -2019063.750000 Penalty: 962.673218
	Iteration 76Q: 3 clusters Score -2019064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -2019068.250000 Penalty: 962.673218
	Iteration 77Q: 3 clusters Score -2019068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -2019074.250000 Penalty: 962.673218
	Iteration 78Q: 3 clusters Score -2019074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -2019084.375000 Penalty: 962.673218
	Iteration 79Q: 3 clusters Score -2019084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -2019086.625000 Penalty: 962.673218
	Iteration 80F: 3 clusters Score -2019087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -2019092.625000 Penalty: 962.673218
	Iteration 81Q: 3 clusters Score -2019093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -2019092.375000 Penalty: 962.673218
	Iteration 82Q: 3 clusters Score -2019092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -2019094.750000 Penalty: 962.673218
	Iteration 83Q: 3 clusters Score -2019095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -2019097.750000 Penalty: 962.673218
	Iteration 84Q: 3 clusters Score -2019098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -2019099.500000 Penalty: 962.673218
	Iteration 85Q: 3 clusters Score -2019100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -2019103.875000 Penalty: 962.673218
	Iteration 86Q: 3 clusters Score -2019104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -2019107.250000 Penalty: 962.673218
	Iteration 87Q: 3 clusters Score -2019107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -2019106.000000 Penalty: 962.673218
	Iteration 88Q: 3 clusters Score -2019106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -2019109.000000 Penalty: 962.673218
	Iteration 89Q: 3 clusters Score -2019109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -2019111.500000 Penalty: 962.673218
	Iteration 90Q: 3 clusters Score -2019112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2019115.750000 Penalty: 962.673218
	Iteration 91Q: 3 clusters Score -2019116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -2019116.625000 Penalty: 962.673218
	Iteration 92Q: 3 clusters Score -2019117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -2019117.500000 Penalty: 962.673218
	Iteration 93Q: 3 clusters Score -2019118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -2019116.250000 Penalty: 962.673218
	Iteration 94Q: 3 clusters Score -2019116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -2019114.125000 Penalty: 962.673218
	Iteration 95Q: 3 clusters Score -2019114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -2019116.750000 Penalty: 962.673218
	Iteration 96Q: 3 clusters Score -2019117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -2019116.750000 Penalty: 962.673218
	Iteration 97F: 3 clusters Score -2019117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33182 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9294 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340614 members 
Mstep: Class 25 contains 37988 members 
Entering Unmasked Estep 
Score: -25300016.000000 Penalty: 14994.331055
Splitting cluster 15 changes total score from -25300050.000000 to -25300016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (67169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Entering Unmasked Estep 
Score: -3417518.000000 Penalty: 505.731018
	Iteration 0F: 2 clusters Score -3417518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -3372166.750000 Penalty: 1011.462036
	Iteration 0F: 3 clusters Score -3372167 nChanged 32731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -3391826.500000 Penalty: 1011.462036
	Iteration 1F: 3 clusters Score -3391826 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -3393071.250000 Penalty: 1011.462036
	Iteration 2Q: 3 clusters Score -3393071 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3394703.000000 Penalty: 1011.462036
	Iteration 3F: 3 clusters Score -3394703 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3396838.250000 Penalty: 1011.462036
	Iteration 4F: 3 clusters Score -3396838 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -3399692.000000 Penalty: 1011.462036
	Iteration 5F: 3 clusters Score -3399692 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3403090.000000 Penalty: 1011.462036
	Iteration 6F: 3 clusters Score -3403090 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -3405709.250000 Penalty: 1011.462036
	Iteration 7F: 3 clusters Score -3405709 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3406804.000000 Penalty: 1011.462036
	Iteration 8Q: 3 clusters Score -3406804 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -3407224.500000 Penalty: 1011.462036
	Iteration 9Q: 3 clusters Score -3407224 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -3407439.250000 Penalty: 1011.462036
	Iteration 10Q: 3 clusters Score -3407439 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -3407632.750000 Penalty: 1011.462036
	Iteration 11Q: 3 clusters Score -3407633 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3407820.500000 Penalty: 1011.462036
	Iteration 12Q: 3 clusters Score -3407820 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -3408059.500000 Penalty: 1011.462036
	Iteration 13Q: 3 clusters Score -3408060 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3408253.250000 Penalty: 1011.462036
	Iteration 14Q: 3 clusters Score -3408253 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3408476.750000 Penalty: 1011.462036
	Iteration 15Q: 3 clusters Score -3408477 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3408717.500000 Penalty: 1011.462036
	Iteration 16Q: 3 clusters Score -3408718 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3408934.250000 Penalty: 1011.462036
	Iteration 17Q: 3 clusters Score -3408934 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3409195.000000 Penalty: 1011.462036
	Iteration 18Q: 3 clusters Score -3409195 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -3409461.250000 Penalty: 1011.462036
	Iteration 19Q: 3 clusters Score -3409461 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3409747.500000 Penalty: 1011.462036
	Iteration 20F: 3 clusters Score -3409748 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -3410029.500000 Penalty: 1011.462036
	Iteration 21Q: 3 clusters Score -3410030 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3410357.500000 Penalty: 1011.462036
	Iteration 22Q: 3 clusters Score -3410358 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -3410665.500000 Penalty: 1011.462036
	Iteration 23Q: 3 clusters Score -3410666 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -3410958.500000 Penalty: 1011.462036
	Iteration 24Q: 3 clusters Score -3410958 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -3411222.500000 Penalty: 1011.462036
	Iteration 25Q: 3 clusters Score -3411222 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3411421.250000 Penalty: 1011.462036
	Iteration 26Q: 3 clusters Score -3411421 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -3411623.000000 Penalty: 1011.462036
	Iteration 27Q: 3 clusters Score -3411623 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -3411820.500000 Penalty: 1011.462036
	Iteration 28Q: 3 clusters Score -3411820 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -3411993.500000 Penalty: 1011.462036
	Iteration 29Q: 3 clusters Score -3411994 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -3412116.250000 Penalty: 1011.462036
	Iteration 30Q: 3 clusters Score -3412116 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -3412207.500000 Penalty: 1011.462036
	Iteration 31Q: 3 clusters Score -3412208 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -3412321.750000 Penalty: 1011.462036
	Iteration 32Q: 3 clusters Score -3412322 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -3412428.750000 Penalty: 1011.462036
	Iteration 33Q: 3 clusters Score -3412429 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -3412511.500000 Penalty: 1011.462036
	Iteration 34Q: 3 clusters Score -3412512 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -3412588.000000 Penalty: 1011.462036
	Iteration 35Q: 3 clusters Score -3412588 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -3412660.750000 Penalty: 1011.462036
	Iteration 36Q: 3 clusters Score -3412661 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -3412721.000000 Penalty: 1011.462036
	Iteration 37Q: 3 clusters Score -3412721 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -3412777.500000 Penalty: 1011.462036
	Iteration 38Q: 3 clusters Score -3412778 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -3412826.000000 Penalty: 1011.462036
	Iteration 39Q: 3 clusters Score -3412826 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -3412906.250000 Penalty: 1011.462036
	Iteration 40F: 3 clusters Score -3412906 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -3412991.250000 Penalty: 1011.462036
	Iteration 41Q: 3 clusters Score -3412991 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -3413061.750000 Penalty: 1011.462036
	Iteration 42Q: 3 clusters Score -3413062 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -3413121.750000 Penalty: 1011.462036
	Iteration 43Q: 3 clusters Score -3413122 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -3413203.250000 Penalty: 1011.462036
	Iteration 44Q: 3 clusters Score -3413203 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -3413286.000000 Penalty: 1011.462036
	Iteration 45Q: 3 clusters Score -3413286 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -3413394.500000 Penalty: 1011.462036
	Iteration 46Q: 3 clusters Score -3413394 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -3413473.750000 Penalty: 1011.462036
	Iteration 47Q: 3 clusters Score -3413474 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -3413542.000000 Penalty: 1011.462036
	Iteration 48Q: 3 clusters Score -3413542 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -3413626.250000 Penalty: 1011.462036
	Iteration 49Q: 3 clusters Score -3413626 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -3413720.750000 Penalty: 1011.462036
	Iteration 50Q: 3 clusters Score -3413721 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -3413823.000000 Penalty: 1011.462036
	Iteration 51Q: 3 clusters Score -3413823 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -3413945.500000 Penalty: 1011.462036
	Iteration 52Q: 3 clusters Score -3413946 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -3414054.750000 Penalty: 1011.462036
	Iteration 53Q: 3 clusters Score -3414055 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -3414166.750000 Penalty: 1011.462036
	Iteration 54Q: 3 clusters Score -3414167 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -3414315.000000 Penalty: 1011.462036
	Iteration 55Q: 3 clusters Score -3414315 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -3414434.500000 Penalty: 1011.462036
	Iteration 56Q: 3 clusters Score -3414434 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -3414553.750000 Penalty: 1011.462036
	Iteration 57Q: 3 clusters Score -3414554 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -3414656.250000 Penalty: 1011.462036
	Iteration 58Q: 3 clusters Score -3414656 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -3414786.500000 Penalty: 1011.462036
	Iteration 59Q: 3 clusters Score -3414786 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -3414887.750000 Penalty: 1011.462036
	Iteration 60F: 3 clusters Score -3414888 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -3414980.750000 Penalty: 1011.462036
	Iteration 61Q: 3 clusters Score -3414981 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -3415100.000000 Penalty: 1011.462036
	Iteration 62Q: 3 clusters Score -3415100 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -3415245.000000 Penalty: 1011.462036
	Iteration 63Q: 3 clusters Score -3415245 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -3415383.750000 Penalty: 1011.462036
	Iteration 64Q: 3 clusters Score -3415384 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -3415527.750000 Penalty: 1011.462036
	Iteration 65Q: 3 clusters Score -3415528 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -3415646.250000 Penalty: 1011.462036
	Iteration 66Q: 3 clusters Score -3415646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -3415752.750000 Penalty: 1011.462036
	Iteration 67Q: 3 clusters Score -3415753 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -3415874.250000 Penalty: 1011.462036
	Iteration 68Q: 3 clusters Score -3415874 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -3415963.500000 Penalty: 1011.462036
	Iteration 69Q: 3 clusters Score -3415964 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -3416054.000000 Penalty: 1011.462036
	Iteration 70Q: 3 clusters Score -3416054 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -3416145.750000 Penalty: 1011.462036
	Iteration 71Q: 3 clusters Score -3416146 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -3416227.250000 Penalty: 1011.462036
	Iteration 72Q: 3 clusters Score -3416227 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -3416327.750000 Penalty: 1011.462036
	Iteration 73Q: 3 clusters Score -3416328 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -3416402.000000 Penalty: 1011.462036
	Iteration 74Q: 3 clusters Score -3416402 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -3416471.000000 Penalty: 1011.462036
	Iteration 75Q: 3 clusters Score -3416471 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -3416548.250000 Penalty: 1011.462036
	Iteration 76Q: 3 clusters Score -3416548 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -3416608.500000 Penalty: 1011.462036
	Iteration 77Q: 3 clusters Score -3416608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -3416664.750000 Penalty: 1011.462036
	Iteration 78Q: 3 clusters Score -3416665 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -3416710.500000 Penalty: 1011.462036
	Iteration 79Q: 3 clusters Score -3416710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -3416737.500000 Penalty: 1011.462036
	Iteration 80F: 3 clusters Score -3416738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -3416780.750000 Penalty: 1011.462036
	Iteration 81Q: 3 clusters Score -3416781 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -3416818.250000 Penalty: 1011.462036
	Iteration 82Q: 3 clusters Score -3416818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -3416859.000000 Penalty: 1011.462036
	Iteration 83Q: 3 clusters Score -3416859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -3416889.500000 Penalty: 1011.462036
	Iteration 84Q: 3 clusters Score -3416890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -3416924.500000 Penalty: 1011.462036
	Iteration 85Q: 3 clusters Score -3416924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -3416940.250000 Penalty: 1011.462036
	Iteration 86Q: 3 clusters Score -3416940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -3416964.250000 Penalty: 1011.462036
	Iteration 87Q: 3 clusters Score -3416964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -3416972.750000 Penalty: 1011.462036
	Iteration 88Q: 3 clusters Score -3416973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -3416991.500000 Penalty: 1011.462036
	Iteration 89Q: 3 clusters Score -3416992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -3417005.500000 Penalty: 1011.462036
	Iteration 90Q: 3 clusters Score -3417006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -3417006.250000 Penalty: 1011.462036
	Iteration 91Q: 3 clusters Score -3417006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -3417012.250000 Penalty: 1011.462036
	Iteration 92Q: 3 clusters Score -3417012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -3417032.000000 Penalty: 1011.462036
	Iteration 93Q: 3 clusters Score -3417032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -3417036.250000 Penalty: 1011.462036
	Iteration 94Q: 3 clusters Score -3417036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -3417048.500000 Penalty: 1011.462036
	Iteration 95Q: 3 clusters Score -3417048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -3417060.000000 Penalty: 1011.462036
	Iteration 96Q: 3 clusters Score -3417060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -3417075.500000 Penalty: 1011.462036
	Iteration 97Q: 3 clusters Score -3417076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -3417095.500000 Penalty: 1011.462036
	Iteration 98Q: 3 clusters Score -3417096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -3417101.750000 Penalty: 1011.462036
	Iteration 99Q: 3 clusters Score -3417102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -3417115.500000 Penalty: 1011.462036
	Iteration 100F: 3 clusters Score -3417116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -3417121.000000 Penalty: 1011.462036
	Iteration 101Q: 3 clusters Score -3417121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -3417138.000000 Penalty: 1011.462036
	Iteration 102Q: 3 clusters Score -3417138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -3417148.000000 Penalty: 1011.462036
	Iteration 103Q: 3 clusters Score -3417148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -3417167.250000 Penalty: 1011.462036
	Iteration 104Q: 3 clusters Score -3417167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -3417173.250000 Penalty: 1011.462036
	Iteration 105Q: 3 clusters Score -3417173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -3417174.750000 Penalty: 1011.462036
	Iteration 106Q: 3 clusters Score -3417175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -3417187.750000 Penalty: 1011.462036
	Iteration 107Q: 3 clusters Score -3417188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -3417179.750000 Penalty: 1011.462036
	Iteration 108Q: 3 clusters Score -3417180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -3417179.000000 Penalty: 1011.462036
	Iteration 109Q: 3 clusters Score -3417179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -3417183.250000 Penalty: 1011.462036
	Iteration 110Q: 3 clusters Score -3417183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -3417182.250000 Penalty: 1011.462036
	Iteration 111Q: 3 clusters Score -3417182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -3417185.500000 Penalty: 1011.462036
	Iteration 112Q: 3 clusters Score -3417186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -3417185.000000 Penalty: 1011.462036
	Iteration 113Q: 3 clusters Score -3417185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -3417192.250000 Penalty: 1011.462036
	Iteration 114Q: 3 clusters Score -3417192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -3417197.500000 Penalty: 1011.462036
	Iteration 115Q: 3 clusters Score -3417198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -3417200.500000 Penalty: 1011.462036
	Iteration 116Q: 3 clusters Score -3417200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -3417201.000000 Penalty: 1011.462036
	Iteration 117Q: 3 clusters Score -3417201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -3417200.500000 Penalty: 1011.462036
	Iteration 118Q: 3 clusters Score -3417200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -3417200.500000 Penalty: 1011.462036
	Iteration 119Q: 3 clusters Score -3417200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -3417200.500000 Penalty: 1011.462036
	Iteration 120F: 3 clusters Score -3417200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -104295.625000 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -104295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -102732.992188 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -102733 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -103292.890625 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -103292.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -103362.789062 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -103362.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -103415.976562 Penalty: 700.189758
	Iteration 3F: 3 clusters Score -103416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -103456.523438 Penalty: 700.189758
	Iteration 4Q: 3 clusters Score -103456.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -103492.125000 Penalty: 700.189758
	Iteration 5Q: 3 clusters Score -103492.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -103522.218750 Penalty: 700.189758
	Iteration 6Q: 3 clusters Score -103522.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -103554.171875 Penalty: 700.189758
	Iteration 7Q: 3 clusters Score -103554.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -103595.882812 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -103595.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103637.773438 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -103637.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -103674.242188 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -103674.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103716.968750 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -103717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -103764.546875 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -103764.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103790.953125 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -103791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103824.820312 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -103824.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103853.632812 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -103853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103881.273438 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -103881.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103915.515625 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -103915.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103936.617188 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -103936.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103951.453125 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -103951.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103964.335938 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -103964.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103979.164062 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -103979.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103990.210938 Penalty: 700.189758
	Iteration 22Q: 3 clusters Score -103990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103994.773438 Penalty: 700.189758
	Iteration 23Q: 3 clusters Score -103994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103998.718750 Penalty: 700.189758
	Iteration 24Q: 3 clusters Score -103998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103999.953125 Penalty: 700.189758
	Iteration 25Q: 3 clusters Score -104000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104000.148438 Penalty: 700.189758
	Iteration 26Q: 3 clusters Score -104000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104000.148438 Penalty: 700.189758
	Iteration 27F: 3 clusters Score -104000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Entering Unmasked Estep 
Score: -230608.218750 Penalty: 388.075012
	Iteration 0F: 2 clusters Score -230608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -227227.093750 Penalty: 776.150024
	Iteration 0F: 3 clusters Score -227227.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -228444.734375 Penalty: 776.150024
	Iteration 1F: 3 clusters Score -228444.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -228561.937500 Penalty: 776.150024
	Iteration 2F: 3 clusters Score -228561.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -228705.250000 Penalty: 776.150024
	Iteration 3F: 3 clusters Score -228705.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -228855.031250 Penalty: 776.150024
	Iteration 4F: 3 clusters Score -228855 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -229051.093750 Penalty: 776.150024
	Iteration 5F: 3 clusters Score -229051.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -229296.656250 Penalty: 776.150024
	Iteration 6F: 3 clusters Score -229296.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -229540.062500 Penalty: 776.150024
	Iteration 7F: 3 clusters Score -229540.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -229767.312500 Penalty: 776.150024
	Iteration 8F: 3 clusters Score -229767.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -229930.359375 Penalty: 776.150024
	Iteration 9Q: 3 clusters Score -229930.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -230056.343750 Penalty: 776.150024
	Iteration 10Q: 3 clusters Score -230056.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -230149.453125 Penalty: 776.150024
	Iteration 11Q: 3 clusters Score -230149.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -230195.265625 Penalty: 776.150024
	Iteration 12Q: 3 clusters Score -230195.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -230217.125000 Penalty: 776.150024
	Iteration 13Q: 3 clusters Score -230217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -230226.390625 Penalty: 776.150024
	Iteration 14Q: 3 clusters Score -230226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -230233.187500 Penalty: 776.150024
	Iteration 15Q: 3 clusters Score -230233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -230237.828125 Penalty: 776.150024
	Iteration 16Q: 3 clusters Score -230237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -230242.593750 Penalty: 776.150024
	Iteration 17Q: 3 clusters Score -230242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -230248.984375 Penalty: 776.150024
	Iteration 18Q: 3 clusters Score -230249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -230256.171875 Penalty: 776.150024
	Iteration 19Q: 3 clusters Score -230256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -230258.625000 Penalty: 776.150024
	Iteration 20F: 3 clusters Score -230258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -16202.200195 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -16202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15798.537109 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15798.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15867.868164 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15867.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15893.289062 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15893.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15910.464844 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -15910.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15920.575195 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15920.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15924.948242 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15924.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15925.720703 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15925.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15932.217773 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15932.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15937.241211 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15937.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15939.612305 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -15939.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15939.612305 Penalty: 530.967773
	Iteration 10F: 3 clusters Score -15939.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -484179.062500 Penalty: 415.739136
	Iteration 0F: 2 clusters Score -484179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -477967.625000 Penalty: 831.478271
	Iteration 0F: 3 clusters Score -477967.6 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -480270.625000 Penalty: 831.478271
	Iteration 1F: 3 clusters Score -480270.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -480346.687500 Penalty: 831.478271
	Iteration 2Q: 3 clusters Score -480346.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -480432.437500 Penalty: 831.478271
	Iteration 3Q: 3 clusters Score -480432.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -480538.625000 Penalty: 831.478271
	Iteration 4Q: 3 clusters Score -480538.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -480691.000000 Penalty: 831.478271
	Iteration 5Q: 3 clusters Score -480691 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -480971.625000 Penalty: 831.478271
	Iteration 6F: 3 clusters Score -480971.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -481405.062500 Penalty: 831.478271
	Iteration 7F: 3 clusters Score -481405.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -482005.156250 Penalty: 831.478271
	Iteration 8F: 3 clusters Score -482005.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -482626.906250 Penalty: 831.478271
	Iteration 9F: 3 clusters Score -482626.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -483074.406250 Penalty: 831.478271
	Iteration 10F: 3 clusters Score -483074.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -483334.562500 Penalty: 831.478271
	Iteration 11Q: 3 clusters Score -483334.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -483535.406250 Penalty: 831.478271
	Iteration 12Q: 3 clusters Score -483535.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -483660.781250 Penalty: 831.478271
	Iteration 13Q: 3 clusters Score -483660.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -483745.343750 Penalty: 831.478271
	Iteration 14Q: 3 clusters Score -483745.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -483813.062500 Penalty: 831.478271
	Iteration 15Q: 3 clusters Score -483813.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -483859.875000 Penalty: 831.478271
	Iteration 16Q: 3 clusters Score -483859.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -483886.000000 Penalty: 831.478271
	Iteration 17Q: 3 clusters Score -483886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -483903.343750 Penalty: 831.478271
	Iteration 18Q: 3 clusters Score -483903.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -483914.312500 Penalty: 831.478271
	Iteration 19Q: 3 clusters Score -483914.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -483919.968750 Penalty: 831.478271
	Iteration 20F: 3 clusters Score -483920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -483925.031250 Penalty: 831.478271
	Iteration 21Q: 3 clusters Score -483925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -483929.437500 Penalty: 831.478271
	Iteration 22Q: 3 clusters Score -483929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -483932.375000 Penalty: 831.478271
	Iteration 23Q: 3 clusters Score -483932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -483937.843750 Penalty: 831.478271
	Iteration 24Q: 3 clusters Score -483937.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -483941.312500 Penalty: 831.478271
	Iteration 25Q: 3 clusters Score -483941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -483942.968750 Penalty: 831.478271
	Iteration 26Q: 3 clusters Score -483943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -483944.093750 Penalty: 831.478271
	Iteration 27Q: 3 clusters Score -483944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -483945.031250 Penalty: 831.478271
	Iteration 28Q: 3 clusters Score -483945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -483944.781250 Penalty: 831.478271
	Iteration 29Q: 3 clusters Score -483944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -483946.375000 Penalty: 831.478271
	Iteration 30Q: 3 clusters Score -483946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -483947.281250 Penalty: 831.478271
	Iteration 31Q: 3 clusters Score -483947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -483948.000000 Penalty: 831.478271
	Iteration 32Q: 3 clusters Score -483948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -483949.406250 Penalty: 831.478271
	Iteration 33Q: 3 clusters Score -483949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -483950.343750 Penalty: 831.478271
	Iteration 34Q: 3 clusters Score -483950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -483950.812500 Penalty: 831.478271
	Iteration 35Q: 3 clusters Score -483950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -483950.812500 Penalty: 831.478271
	Iteration 36F: 3 clusters Score -483950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -38976.566406 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -38976.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38228.687500 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -38228.69 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -38493.179688 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -38493.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38598.105469 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -38598.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38687.414062 Penalty: 618.714111
	Iteration 3F: 3 clusters Score -38687.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38747.359375 Penalty: 618.714111
	Iteration 4F: 3 clusters Score -38747.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38782.207031 Penalty: 618.714111
	Iteration 5Q: 3 clusters Score -38782.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38800.847656 Penalty: 618.714111
	Iteration 6Q: 3 clusters Score -38800.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38814.480469 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -38814.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38819.128906 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -38819.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38826.449219 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -38826.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38835.199219 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -38835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38840.691406 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -38840.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38842.671875 Penalty: 618.714111
	Iteration 12Q: 3 clusters Score -38842.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38844.011719 Penalty: 618.714111
	Iteration 13Q: 3 clusters Score -38844.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38844.277344 Penalty: 618.714111
	Iteration 14Q: 3 clusters Score -38844.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38844.449219 Penalty: 618.714111
	Iteration 15Q: 3 clusters Score -38844.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38845.398438 Penalty: 618.714111
	Iteration 16Q: 3 clusters Score -38845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38846.046875 Penalty: 618.714111
	Iteration 17Q: 3 clusters Score -38846.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38846.546875 Penalty: 618.714111
	Iteration 18Q: 3 clusters Score -38846.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38846.546875 Penalty: 618.714111
	Iteration 19F: 3 clusters Score -38846.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5757.974609 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5757.975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5808.890137 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5808.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5819.985840 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -5819.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5819.985840 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -5819.986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 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 447 members 
Entering Unmasked Estep 
Score: -42159.738281 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42159.74 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42391.632812 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42391.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42530.671875 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42530.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42686.250000 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42686.25 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42876.234375 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -42876.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42984.312500 Penalty: 621.116882
	Iteration 5F: 3 clusters Score -42984.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43018.449219 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -43018.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43029.675781 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -43029.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43035.812500 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -43035.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43041.390625 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -43041.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43048.621094 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -43048.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43052.664062 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -43052.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43055.371094 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -43055.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43055.371094 Penalty: 621.116882
	Iteration 13F: 3 clusters Score -43055.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33182 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39294 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9294 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 733 members 
Mstep: Class 24 contains 340614 members 
Mstep: Class 25 contains 188 members 
Entering Unmasked Estep 
Score: -25299982.000000 Penalty: 14994.331055
Splitting cluster 23 changes total score from -25300050.000000 to -25299982.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (340614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340614 members 
Entering Unmasked Estep 
Score: -16550917.000000 Penalty: 579.601990
	Iteration 0F: 2 clusters Score -1.655092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -16343503.000000 Penalty: 1159.203979
	Iteration 0F: 3 clusters Score -1.63435e+07 nChanged 168267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187898 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -16451555.000000 Penalty: 1159.203979
	Iteration 1F: 3 clusters Score -1.645156e+07 nChanged 16577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197701 members 
Mstep: Class 2 contains 142913 members 
Entering Unmasked Estep 
Score: -16460745.000000 Penalty: 1159.203979
	Iteration 2Q: 3 clusters Score -1.646074e+07 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210171 members 
Mstep: Class 2 contains 130443 members 
Entering Unmasked Estep 
Score: -16475690.000000 Penalty: 1159.203979
	Iteration 3F: 3 clusters Score -1.647569e+07 nChanged 22223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223406 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -16495492.000000 Penalty: 1159.203979
	Iteration 4F: 3 clusters Score -1.649549e+07 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234136 members 
Mstep: Class 2 contains 106478 members 
Entering Unmasked Estep 
Score: -16512261.000000 Penalty: 1159.203979
	Iteration 5F: 3 clusters Score -1.651226e+07 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242386 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -16520268.000000 Penalty: 1159.203979
	Iteration 6Q: 3 clusters Score -1.652027e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249420 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -16523348.000000 Penalty: 1159.203979
	Iteration 7Q: 3 clusters Score -1.652335e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256286 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -16525259.000000 Penalty: 1159.203979
	Iteration 8Q: 3 clusters Score -1.652526e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263174 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -16526498.000000 Penalty: 1159.203979
	Iteration 9Q: 3 clusters Score -1.65265e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269666 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -16527606.000000 Penalty: 1159.203979
	Iteration 10Q: 3 clusters Score -1.652761e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275856 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -16528987.000000 Penalty: 1159.203979
	Iteration 11Q: 3 clusters Score -1.652899e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281849 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -16530655.000000 Penalty: 1159.203979
	Iteration 12Q: 3 clusters Score -1.653066e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287535 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -16531794.000000 Penalty: 1159.203979
	Iteration 13Q: 3 clusters Score -1.653179e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292814 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -16532654.000000 Penalty: 1159.203979
	Iteration 14Q: 3 clusters Score -1.653265e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297705 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -16533989.000000 Penalty: 1159.203979
	Iteration 15Q: 3 clusters Score -1.653399e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302422 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -16535289.000000 Penalty: 1159.203979
	Iteration 16Q: 3 clusters Score -1.653529e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306892 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -16536415.000000 Penalty: 1159.203979
	Iteration 17Q: 3 clusters Score -1.653642e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311127 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -16537722.000000 Penalty: 1159.203979
	Iteration 18Q: 3 clusters Score -1.653772e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315173 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -16538921.000000 Penalty: 1159.203979
	Iteration 19Q: 3 clusters Score -1.653892e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319029 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -16540501.000000 Penalty: 1159.203979
	Iteration 20F: 3 clusters Score -1.65405e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322673 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -16542193.000000 Penalty: 1159.203979
	Iteration 21Q: 3 clusters Score -1.654219e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326044 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -16544041.000000 Penalty: 1159.203979
	Iteration 22Q: 3 clusters Score -1.654404e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329124 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -16545837.000000 Penalty: 1159.203979
	Iteration 23Q: 3 clusters Score -1.654584e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331841 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -16547609.000000 Penalty: 1159.203979
	Iteration 24Q: 3 clusters Score -1.654761e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334218 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -16548893.000000 Penalty: 1159.203979
	Iteration 25Q: 3 clusters Score -1.654889e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336030 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -16549212.000000 Penalty: 1159.203979
	Iteration 26Q: 3 clusters Score -1.654921e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337327 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -16549432.000000 Penalty: 1159.203979
	Iteration 27Q: 3 clusters Score -1.654943e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338262 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -16549692.000000 Penalty: 1159.203979
	Iteration 28Q: 3 clusters Score -1.654969e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338917 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -16549873.000000 Penalty: 1159.203979
	Iteration 29Q: 3 clusters Score -1.654987e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339398 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16550009.000000 Penalty: 1159.203979
	Iteration 30Q: 3 clusters Score -1.655001e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16550102.000000 Penalty: 1159.203979
	Iteration 31Q: 3 clusters Score -1.65501e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339908 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16550201.000000 Penalty: 1159.203979
	Iteration 32Q: 3 clusters Score -1.65502e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340035 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16550272.000000 Penalty: 1159.203979
	Iteration 33Q: 3 clusters Score -1.655027e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340118 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16550319.000000 Penalty: 1159.203979
	Iteration 34Q: 3 clusters Score -1.655032e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16550337.000000 Penalty: 1159.203979
	Iteration 35Q: 3 clusters Score -1.655034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340198 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -16550324.000000 Penalty: 1159.203979
	Iteration 36Q: 3 clusters Score -1.655032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -16550330.000000 Penalty: 1159.203979
	Iteration 37Q: 3 clusters Score -1.655033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -16550345.000000 Penalty: 1159.203979
	Iteration 38Q: 3 clusters Score -1.655034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340239 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16550340.000000 Penalty: 1159.203979
	Iteration 39Q: 3 clusters Score -1.655034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340253 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16550375.000000 Penalty: 1159.203979
	Iteration 40F: 3 clusters Score -1.655038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16550355.000000 Penalty: 1159.203979
	Iteration 41Q: 3 clusters Score -1.655036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340280 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16550371.000000 Penalty: 1159.203979
	Iteration 42Q: 3 clusters Score -1.655037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16550384.000000 Penalty: 1159.203979
	Iteration 43Q: 3 clusters Score -1.655038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16550389.000000 Penalty: 1159.203979
	Iteration 44Q: 3 clusters Score -1.655039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16550403.000000 Penalty: 1159.203979
	Iteration 45Q: 3 clusters Score -1.65504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16550400.000000 Penalty: 1159.203979
	Iteration 46Q: 3 clusters Score -1.65504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16550390.000000 Penalty: 1159.203979
	Iteration 47Q: 3 clusters Score -1.655039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16550400.000000 Penalty: 1159.203979
	Iteration 48Q: 3 clusters Score -1.65504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16550402.000000 Penalty: 1159.203979
	Iteration 49Q: 3 clusters Score -1.65504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16550397.000000 Penalty: 1159.203979
	Iteration 50Q: 3 clusters Score -1.65504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16550402.000000 Penalty: 1159.203979
	Iteration 51Q: 3 clusters Score -1.65504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16550411.000000 Penalty: 1159.203979
	Iteration 52Q: 3 clusters Score -1.655041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16550424.000000 Penalty: 1159.203979
	Iteration 53Q: 3 clusters Score -1.655042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16550422.000000 Penalty: 1159.203979
	Iteration 54Q: 3 clusters Score -1.655042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16550427.000000 Penalty: 1159.203979
	Iteration 55Q: 3 clusters Score -1.655043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16550426.000000 Penalty: 1159.203979
	Iteration 56Q: 3 clusters Score -1.655043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16550430.000000 Penalty: 1159.203979
	Iteration 57Q: 3 clusters Score -1.655043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16550431.000000 Penalty: 1159.203979
	Iteration 58Q: 3 clusters Score -1.655043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16550430.000000 Penalty: 1159.203979
	Iteration 59Q: 3 clusters Score -1.655043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16550430.000000 Penalty: 1159.203979
	Iteration 60F: 3 clusters Score -1.655043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16550433.000000 Penalty: 1159.203979
	Iteration 61Q: 3 clusters Score -1.655043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16550427.000000 Penalty: 1159.203979
	Iteration 62Q: 3 clusters Score -1.655043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16550427.000000 Penalty: 1159.203979
	Iteration 63F: 3 clusters Score -1.655043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33182 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7598 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 3988 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39294 members 
Mstep: Class 16 contains 67169 members 
Mstep: Class 17 contains 2196 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9294 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300160.000000 Penalty: 14394.557617
Iteration 199Q: 25 clusters Score -2.530016e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33255 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 7835 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39407 members 
Mstep: Class 16 contains 67115 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9299 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300236.000000 Penalty: 14394.557617
Iteration 200F: 25 clusters Score -2.530024e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33338 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39509 members 
Mstep: Class 16 contains 67053 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9306 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300366.000000 Penalty: 14394.557617
Iteration 201Q: 25 clusters Score -2.530037e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 5956 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33431 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 7742 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39605 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9312 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300384.000000 Penalty: 14394.557617
Iteration 202Q: 25 clusters Score -2.530038e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7623 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39691 members 
Mstep: Class 16 contains 66909 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9316 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300410.000000 Penalty: 14394.557617
Iteration 203Q: 25 clusters Score -2.530041e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33569 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 7610 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39767 members 
Mstep: Class 16 contains 66831 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9320 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300476.000000 Penalty: 14394.557617
Iteration 204Q: 25 clusters Score -2.530048e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 5802 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33615 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39860 members 
Mstep: Class 16 contains 66771 members 
Mstep: Class 17 contains 1986 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9327 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300548.000000 Penalty: 14394.557617
Iteration 205Q: 25 clusters Score -2.530055e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 5756 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33662 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7641 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 7459 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 39941 members 
Mstep: Class 16 contains 66721 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9335 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300540.000000 Penalty: 14394.557617
Iteration 206Q: 25 clusters Score -2.530054e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33717 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7654 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 7383 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40022 members 
Mstep: Class 16 contains 66660 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9343 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300592.000000 Penalty: 14394.557617
Iteration 207Q: 25 clusters Score -2.530059e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 5631 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33774 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7668 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40102 members 
Mstep: Class 16 contains 66608 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9346 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300642.000000 Penalty: 14394.557617
Iteration 208Q: 25 clusters Score -2.530064e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 5575 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33827 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 7253 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40173 members 
Mstep: Class 16 contains 66560 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9353 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300642.000000 Penalty: 14394.557617
Iteration 209Q: 25 clusters Score -2.530064e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 5528 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33904 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 512 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40244 members 
Mstep: Class 16 contains 66531 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9356 members 
Mstep: Class 21 contains 901 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300638.000000 Penalty: 14394.557617
Iteration 210Q: 25 clusters Score -2.530064e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 33974 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40303 members 
Mstep: Class 16 contains 66511 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 343 members 
Mstep: Class 20 contains 9363 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300682.000000 Penalty: 14394.557617
Iteration 211Q: 25 clusters Score -2.530068e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34041 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40354 members 
Mstep: Class 16 contains 66479 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9374 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300678.000000 Penalty: 14394.557617
Iteration 212Q: 25 clusters Score -2.530068e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 5361 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34107 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40408 members 
Mstep: Class 16 contains 66435 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9385 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300634.000000 Penalty: 14394.557617
Iteration 213Q: 25 clusters Score -2.530063e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34179 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 6933 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40458 members 
Mstep: Class 16 contains 66377 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9395 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300568.000000 Penalty: 14394.557617
Iteration 214Q: 25 clusters Score -2.530057e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 5249 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34233 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40516 members 
Mstep: Class 16 contains 66314 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 5221 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9407 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300550.000000 Penalty: 14394.557617
Iteration 215Q: 25 clusters Score -2.530055e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 5197 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34281 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40588 members 
Mstep: Class 16 contains 66237 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 909 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300548.000000 Penalty: 14394.557617
Iteration 216Q: 25 clusters Score -2.530055e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34348 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40659 members 
Mstep: Class 16 contains 66160 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9425 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300568.000000 Penalty: 14394.557617
Iteration 217Q: 25 clusters Score -2.530057e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34430 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40726 members 
Mstep: Class 16 contains 66093 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9440 members 
Mstep: Class 21 contains 903 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300618.000000 Penalty: 14394.557617
Iteration 218Q: 25 clusters Score -2.530062e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34514 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40803 members 
Mstep: Class 16 contains 66023 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 906 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300676.000000 Penalty: 14394.557617
Iteration 219Q: 25 clusters Score -2.530068e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34590 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40868 members 
Mstep: Class 16 contains 65970 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9468 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300690.000000 Penalty: 14394.557617
Iteration 220F: 25 clusters Score -2.530069e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34677 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7763 members 
Mstep: Class 9 contains 420 members 
Mstep: Class 10 contains 4057 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40937 members 
Mstep: Class 16 contains 65920 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 5222 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9485 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300720.000000 Penalty: 14394.557617
Iteration 221Q: 25 clusters Score -2.530072e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34763 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7769 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41010 members 
Mstep: Class 16 contains 65877 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9502 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300726.000000 Penalty: 14394.557617
Iteration 222Q: 25 clusters Score -2.530073e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 3 contains 4780 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34831 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41093 members 
Mstep: Class 16 contains 65825 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9520 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300768.000000 Penalty: 14394.557617
Iteration 223Q: 25 clusters Score -2.530077e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4718 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34895 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7781 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41175 members 
Mstep: Class 16 contains 65770 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9533 members 
Mstep: Class 21 contains 921 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300768.000000 Penalty: 14394.557617
Iteration 224Q: 25 clusters Score -2.530077e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 34951 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 9 contains 404 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41275 members 
Mstep: Class 16 contains 65710 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9547 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300752.000000 Penalty: 14394.557617
Iteration 225Q: 25 clusters Score -2.530075e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4603 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35013 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7790 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41363 members 
Mstep: Class 16 contains 65655 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 923 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300784.000000 Penalty: 14394.557617
Iteration 226Q: 25 clusters Score -2.530078e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35072 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 401 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41454 members 
Mstep: Class 16 contains 65602 members 
Mstep: Class 17 contains 1649 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9573 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300780.000000 Penalty: 14394.557617
Iteration 227Q: 25 clusters Score -2.530078e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35127 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 399 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41535 members 
Mstep: Class 16 contains 65562 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9587 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300862.000000 Penalty: 14394.557617
Iteration 228Q: 25 clusters Score -2.530086e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35173 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 395 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41612 members 
Mstep: Class 16 contains 65518 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9605 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300878.000000 Penalty: 14394.557617
Iteration 229Q: 25 clusters Score -2.530088e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35200 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 391 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41696 members 
Mstep: Class 16 contains 65468 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9616 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300858.000000 Penalty: 14394.557617
Iteration 230Q: 25 clusters Score -2.530086e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35215 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 4004 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41778 members 
Mstep: Class 16 contains 65416 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300838.000000 Penalty: 14394.557617
Iteration 231Q: 25 clusters Score -2.530084e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35227 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41849 members 
Mstep: Class 16 contains 65379 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 5178 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 939 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300868.000000 Penalty: 14394.557617
Iteration 232Q: 25 clusters Score -2.530087e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35270 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 381 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41902 members 
Mstep: Class 16 contains 65349 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9659 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300914.000000 Penalty: 14394.557617
Iteration 233Q: 25 clusters Score -2.530091e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 4231 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35317 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 374 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 41953 members 
Mstep: Class 16 contains 65315 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9677 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300914.000000 Penalty: 14394.557617
Iteration 234Q: 25 clusters Score -2.530091e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35385 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42013 members 
Mstep: Class 16 contains 65291 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9689 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300870.000000 Penalty: 14394.557617
Iteration 235Q: 25 clusters Score -2.530087e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35451 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42069 members 
Mstep: Class 16 contains 65269 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9703 members 
Mstep: Class 21 contains 948 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300930.000000 Penalty: 14394.557617
Iteration 236Q: 25 clusters Score -2.530093e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35511 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 347 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42132 members 
Mstep: Class 16 contains 65243 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300922.000000 Penalty: 14394.557617
Iteration 237Q: 25 clusters Score -2.530092e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42190 members 
Mstep: Class 16 contains 65215 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9747 members 
Mstep: Class 21 contains 953 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300924.000000 Penalty: 14394.557617
Iteration 238Q: 25 clusters Score -2.530092e+07 nChanged 323
Entering ConstructFrom: 
Score: -25300924.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (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: -114928.593750 Penalty: 353.602722
	Iteration 0F: 2 clusters Score -114928.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -113242.703125 Penalty: 707.205444
	Iteration 0F: 3 clusters Score -113242.7 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -113809.882812 Penalty: 707.205444
	Iteration 1F: 3 clusters Score -113809.9 nChanged 158
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: -113884.335938 Penalty: 707.205444
	Iteration 2F: 3 clusters Score -113884.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -113947.007812 Penalty: 707.205444
	Iteration 3F: 3 clusters Score -113947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -113994.031250 Penalty: 707.205444
	Iteration 4Q: 3 clusters Score -113994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -114032.656250 Penalty: 707.205444
	Iteration 5Q: 3 clusters Score -114032.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -114057.929688 Penalty: 707.205444
	Iteration 6Q: 3 clusters Score -114057.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -114085.632812 Penalty: 707.205444
	Iteration 7Q: 3 clusters Score -114085.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -114138.914062 Penalty: 707.205444
	Iteration 8Q: 3 clusters Score -114138.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -114206.554688 Penalty: 707.205444
	Iteration 9Q: 3 clusters Score -114206.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114264.898438 Penalty: 707.205444
	Iteration 10Q: 3 clusters Score -114264.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114335.265625 Penalty: 707.205444
	Iteration 11Q: 3 clusters Score -114335.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114404.984375 Penalty: 707.205444
	Iteration 12Q: 3 clusters Score -114405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -114470.414062 Penalty: 707.205444
	Iteration 13Q: 3 clusters Score -114470.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -114519.320312 Penalty: 707.205444
	Iteration 14Q: 3 clusters Score -114519.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -114564.585938 Penalty: 707.205444
	Iteration 15Q: 3 clusters Score -114564.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -114590.468750 Penalty: 707.205444
	Iteration 16Q: 3 clusters Score -114590.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -114608.218750 Penalty: 707.205444
	Iteration 17Q: 3 clusters Score -114608.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -114618.109375 Penalty: 707.205444
	Iteration 18Q: 3 clusters Score -114618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -114625.789062 Penalty: 707.205444
	Iteration 19Q: 3 clusters Score -114625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -114632.031250 Penalty: 707.205444
	Iteration 20F: 3 clusters Score -114632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -114634.039062 Penalty: 707.205444
	Iteration 21Q: 3 clusters Score -114634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -114634.367188 Penalty: 707.205444
	Iteration 22Q: 3 clusters Score -114634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -114634.367188 Penalty: 707.205444
	Iteration 23F: 3 clusters Score -114634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -29022.929688 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -29022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28460.976562 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -28460.98 nChanged 221
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: -28597.802734 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -28597.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28627.677734 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -28627.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28640.529297 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -28640.53 nChanged 20
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: -28651.208984 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -28651.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28653.789062 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -28653.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28656.167969 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -28656.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28658.681641 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -28658.68 nChanged 4
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: -28659.279297 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -28659.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28659.597656 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -28659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28659.597656 Penalty: 585.543701
	Iteration 10F: 3 clusters Score -28659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -200053.640625 Penalty: 377.707947
	Iteration 0F: 2 clusters Score -200053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -197335.296875 Penalty: 755.415894
	Iteration 0F: 3 clusters Score -197335.3 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -198292.921875 Penalty: 755.415894
	Iteration 1F: 3 clusters Score -198292.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -198370.312500 Penalty: 755.415894
	Iteration 2Q: 3 clusters Score -198370.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -198437.453125 Penalty: 755.415894
	Iteration 3Q: 3 clusters Score -198437.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -198517.562500 Penalty: 755.415894
	Iteration 4Q: 3 clusters Score -198517.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -198610.671875 Penalty: 755.415894
	Iteration 5Q: 3 clusters Score -198610.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -198723.234375 Penalty: 755.415894
	Iteration 6Q: 3 clusters Score -198723.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -198861.937500 Penalty: 755.415894
	Iteration 7Q: 3 clusters Score -198861.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -198967.640625 Penalty: 755.415894
	Iteration 8Q: 3 clusters Score -198967.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -199030.296875 Penalty: 755.415894
	Iteration 9Q: 3 clusters Score -199030.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -199066.140625 Penalty: 755.415894
	Iteration 10Q: 3 clusters Score -199066.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -199086.984375 Penalty: 755.415894
	Iteration 11Q: 3 clusters Score -199087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -199110.000000 Penalty: 755.415894
	Iteration 12Q: 3 clusters Score -199110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -199131.703125 Penalty: 755.415894
	Iteration 13Q: 3 clusters Score -199131.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -199158.750000 Penalty: 755.415894
	Iteration 14Q: 3 clusters Score -199158.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -199186.906250 Penalty: 755.415894
	Iteration 15Q: 3 clusters Score -199186.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -199209.640625 Penalty: 755.415894
	Iteration 16Q: 3 clusters Score -199209.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -199232.140625 Penalty: 755.415894
	Iteration 17Q: 3 clusters Score -199232.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -199256.125000 Penalty: 755.415894
	Iteration 18Q: 3 clusters Score -199256.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -199282.468750 Penalty: 755.415894
	Iteration 19Q: 3 clusters Score -199282.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -199300.343750 Penalty: 755.415894
	Iteration 20F: 3 clusters Score -199300.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -199312.203125 Penalty: 755.415894
	Iteration 21Q: 3 clusters Score -199312.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -199334.390625 Penalty: 755.415894
	Iteration 22Q: 3 clusters Score -199334.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -199359.406250 Penalty: 755.415894
	Iteration 23Q: 3 clusters Score -199359.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -199387.125000 Penalty: 755.415894
	Iteration 24Q: 3 clusters Score -199387.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -199415.718750 Penalty: 755.415894
	Iteration 25Q: 3 clusters Score -199415.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -199450.468750 Penalty: 755.415894
	Iteration 26Q: 3 clusters Score -199450.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -199476.703125 Penalty: 755.415894
	Iteration 27Q: 3 clusters Score -199476.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -199494.359375 Penalty: 755.415894
	Iteration 28Q: 3 clusters Score -199494.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -199507.640625 Penalty: 755.415894
	Iteration 29Q: 3 clusters Score -199507.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -199514.578125 Penalty: 755.415894
	Iteration 30Q: 3 clusters Score -199514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -199520.500000 Penalty: 755.415894
	Iteration 31Q: 3 clusters Score -199520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -199524.484375 Penalty: 755.415894
	Iteration 32Q: 3 clusters Score -199524.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -199531.796875 Penalty: 755.415894
	Iteration 33Q: 3 clusters Score -199531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -199538.671875 Penalty: 755.415894
	Iteration 34Q: 3 clusters Score -199538.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -199543.093750 Penalty: 755.415894
	Iteration 35Q: 3 clusters Score -199543.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -199547.843750 Penalty: 755.415894
	Iteration 36Q: 3 clusters Score -199547.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -199552.687500 Penalty: 755.415894
	Iteration 37Q: 3 clusters Score -199552.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -199557.234375 Penalty: 755.415894
	Iteration 38Q: 3 clusters Score -199557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -199559.078125 Penalty: 755.415894
	Iteration 39Q: 3 clusters Score -199559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -199560.625000 Penalty: 755.415894
	Iteration 40F: 3 clusters Score -199560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -199561.921875 Penalty: 755.415894
	Iteration 41Q: 3 clusters Score -199561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -199562.359375 Penalty: 755.415894
	Iteration 42Q: 3 clusters Score -199562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -199562.640625 Penalty: 755.415894
	Iteration 43Q: 3 clusters Score -199562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -199563.281250 Penalty: 755.415894
	Iteration 44Q: 3 clusters Score -199563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -199563.765625 Penalty: 755.415894
	Iteration 45Q: 3 clusters Score -199563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -199564.046875 Penalty: 755.415894
	Iteration 46Q: 3 clusters Score -199564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -199564.046875 Penalty: 755.415894
	Iteration 47F: 3 clusters Score -199564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14949.405273 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14949.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15023.601562 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15023.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15035.303711 Penalty: 527.992737
	Iteration 2Q: 3 clusters Score -15035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15045.675781 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -15045.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15054.385742 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15054.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15057.692383 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15057.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15059.916992 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15059.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15062.690430 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15062.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15064.882812 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15064.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15067.542969 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -15067.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15070.275391 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -15070.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15073.515625 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -15073.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15075.285156 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -15075.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15083.902344 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -15083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15085.337891 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -15085.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15086.352539 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -15086.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15086.352539 Penalty: 527.992737
	Iteration 16F: 3 clusters Score -15086.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Entering Unmasked Estep 
Score: -1662626.750000 Penalty: 476.903320
	Iteration 0F: 2 clusters Score -1662627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1638687.125000 Penalty: 953.806641
	Iteration 0F: 3 clusters Score -1638687 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1648949.250000 Penalty: 953.806641
	Iteration 1F: 3 clusters Score -1648949 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1649830.750000 Penalty: 953.806641
	Iteration 2F: 3 clusters Score -1649831 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1651327.000000 Penalty: 953.806641
	Iteration 3F: 3 clusters Score -1651327 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1653583.625000 Penalty: 953.806641
	Iteration 4F: 3 clusters Score -1653584 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1656426.500000 Penalty: 953.806641
	Iteration 5F: 3 clusters Score -1656426 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1658979.125000 Penalty: 953.806641
	Iteration 6F: 3 clusters Score -1658979 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1660708.875000 Penalty: 953.806641
	Iteration 7Q: 3 clusters Score -1660709 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1661643.000000 Penalty: 953.806641
	Iteration 8Q: 3 clusters Score -1661643 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1662021.250000 Penalty: 953.806641
	Iteration 9Q: 3 clusters Score -1662021 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1662147.000000 Penalty: 953.806641
	Iteration 10Q: 3 clusters Score -1662147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1662185.375000 Penalty: 953.806641
	Iteration 11Q: 3 clusters Score -1662185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1662206.375000 Penalty: 953.806641
	Iteration 12Q: 3 clusters Score -1662206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1662212.625000 Penalty: 953.806641
	Iteration 13Q: 3 clusters Score -1662213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1662216.625000 Penalty: 953.806641
	Iteration 14Q: 3 clusters Score -1662217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1662215.625000 Penalty: 953.806641
	Iteration 15Q: 3 clusters Score -1662216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1662218.625000 Penalty: 953.806641
	Iteration 16Q: 3 clusters Score -1662219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1662218.625000 Penalty: 953.806641
	Iteration 17F: 3 clusters Score -1662219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8683.912109 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8683.912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8755.955078 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8755.955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8773.829102 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8773.829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8790.761719 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -8790.762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8820.000000 Penalty: 489.150330
	Iteration 4F: 3 clusters Score -8820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8835.159180 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8835.159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8842.849609 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8842.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8845.080078 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8845.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8849.109375 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -8849.109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8849.109375 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -8849.109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -8101.372559 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -8101.373 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 107 members 
Entering Unmasked Estep 
Score: -7809.917969 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -7809.918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7889.380859 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -7889.381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7915.901367 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -7915.901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7931.189453 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -7931.189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7943.061035 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -7943.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7946.698730 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -7946.699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7949.477539 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -7949.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7952.219238 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -7952.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7954.458496 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -7954.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7955.267090 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -7955.267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7955.267090 Penalty: 482.600739
	Iteration 10F: 3 clusters Score -7955.267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -403175.593750 Penalty: 407.771332
	Iteration 0F: 2 clusters Score -403175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -397979.406250 Penalty: 815.542664
	Iteration 0F: 3 clusters Score -397979.4 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -400068.343750 Penalty: 815.542664
	Iteration 1F: 3 clusters Score -400068.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -400383.968750 Penalty: 815.542664
	Iteration 2F: 3 clusters Score -400384 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -400777.187500 Penalty: 815.542664
	Iteration 3F: 3 clusters Score -400777.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -401315.625000 Penalty: 815.542664
	Iteration 4F: 3 clusters Score -401315.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -401849.812500 Penalty: 815.542664
	Iteration 5F: 3 clusters Score -401849.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -402240.000000 Penalty: 815.542664
	Iteration 6F: 3 clusters Score -402240 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -402377.906250 Penalty: 815.542664
	Iteration 7Q: 3 clusters Score -402377.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -402436.625000 Penalty: 815.542664
	Iteration 8Q: 3 clusters Score -402436.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -402482.593750 Penalty: 815.542664
	Iteration 9Q: 3 clusters Score -402482.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -402517.906250 Penalty: 815.542664
	Iteration 10Q: 3 clusters Score -402517.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -402541.593750 Penalty: 815.542664
	Iteration 11Q: 3 clusters Score -402541.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -402562.812500 Penalty: 815.542664
	Iteration 12Q: 3 clusters Score -402562.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -402586.437500 Penalty: 815.542664
	Iteration 13Q: 3 clusters Score -402586.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -402612.437500 Penalty: 815.542664
	Iteration 14Q: 3 clusters Score -402612.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -402628.593750 Penalty: 815.542664
	Iteration 15Q: 3 clusters Score -402628.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -402643.187500 Penalty: 815.542664
	Iteration 16Q: 3 clusters Score -402643.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -402657.562500 Penalty: 815.542664
	Iteration 17Q: 3 clusters Score -402657.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -402666.718750 Penalty: 815.542664
	Iteration 18Q: 3 clusters Score -402666.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -402673.687500 Penalty: 815.542664
	Iteration 19Q: 3 clusters Score -402673.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -402678.656250 Penalty: 815.542664
	Iteration 20F: 3 clusters Score -402678.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -402682.906250 Penalty: 815.542664
	Iteration 21Q: 3 clusters Score -402682.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -402688.843750 Penalty: 815.542664
	Iteration 22Q: 3 clusters Score -402688.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -402693.250000 Penalty: 815.542664
	Iteration 23Q: 3 clusters Score -402693.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -402700.031250 Penalty: 815.542664
	Iteration 24Q: 3 clusters Score -402700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -402706.531250 Penalty: 815.542664
	Iteration 25Q: 3 clusters Score -402706.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -402712.875000 Penalty: 815.542664
	Iteration 26Q: 3 clusters Score -402712.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -402725.406250 Penalty: 815.542664
	Iteration 27Q: 3 clusters Score -402725.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -402744.218750 Penalty: 815.542664
	Iteration 28Q: 3 clusters Score -402744.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -402763.281250 Penalty: 815.542664
	Iteration 29Q: 3 clusters Score -402763.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -402782.562500 Penalty: 815.542664
	Iteration 30Q: 3 clusters Score -402782.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -402796.281250 Penalty: 815.542664
	Iteration 31Q: 3 clusters Score -402796.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -402804.750000 Penalty: 815.542664
	Iteration 32Q: 3 clusters Score -402804.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -402808.562500 Penalty: 815.542664
	Iteration 33Q: 3 clusters Score -402808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -402810.843750 Penalty: 815.542664
	Iteration 34Q: 3 clusters Score -402810.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -402814.156250 Penalty: 815.542664
	Iteration 35Q: 3 clusters Score -402814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -402816.843750 Penalty: 815.542664
	Iteration 36Q: 3 clusters Score -402816.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -402819.906250 Penalty: 815.542664
	Iteration 37Q: 3 clusters Score -402819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -402820.187500 Penalty: 815.542664
	Iteration 38Q: 3 clusters Score -402820.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -402821.500000 Penalty: 815.542664
	Iteration 39Q: 3 clusters Score -402821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -402822.125000 Penalty: 815.542664
	Iteration 40F: 3 clusters Score -402822.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -402823.593750 Penalty: 815.542664
	Iteration 41Q: 3 clusters Score -402823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -402825.531250 Penalty: 815.542664
	Iteration 42Q: 3 clusters Score -402825.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -402827.468750 Penalty: 815.542664
	Iteration 43Q: 3 clusters Score -402827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -402828.875000 Penalty: 815.542664
	Iteration 44Q: 3 clusters Score -402828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -402830.093750 Penalty: 815.542664
	Iteration 45Q: 3 clusters Score -402830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -402830.718750 Penalty: 815.542664
	Iteration 46Q: 3 clusters Score -402830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -402831.562500 Penalty: 815.542664
	Iteration 47Q: 3 clusters Score -402831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -402831.250000 Penalty: 815.542664
	Iteration 48Q: 3 clusters Score -402831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -402832.656250 Penalty: 815.542664
	Iteration 49Q: 3 clusters Score -402832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -402832.375000 Penalty: 815.542664
	Iteration 50Q: 3 clusters Score -402832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -402833.968750 Penalty: 815.542664
	Iteration 51Q: 3 clusters Score -402834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -402833.437500 Penalty: 815.542664
	Iteration 52Q: 3 clusters Score -402833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -402833.437500 Penalty: 815.542664
	Iteration 53Q: 3 clusters Score -402833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -402835.218750 Penalty: 815.542664
	Iteration 54Q: 3 clusters Score -402835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -402835.093750 Penalty: 815.542664
	Iteration 55Q: 3 clusters Score -402835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -402835.281250 Penalty: 815.542664
	Iteration 56Q: 3 clusters Score -402835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -402835.281250 Penalty: 815.542664
	Iteration 57F: 3 clusters Score -402835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -15490.745117 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -15490.75 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 153 members 
Entering Unmasked Estep 
Score: -15122.902344 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15122.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15208.001953 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15220.680664 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15220.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15228.750000 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -15228.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15239.075195 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15239.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15246.297852 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15256.016602 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15256.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15258.988281 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15258.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15259.152344 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15259.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15259.840820 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -15259.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15259.840820 Penalty: 530.967773
	Iteration 10F: 3 clusters Score -15259.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -193902.046875 Penalty: 376.737762
	Iteration 0F: 2 clusters Score -193902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -191202.937500 Penalty: 753.475525
	Iteration 0F: 3 clusters Score -191202.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -192125.343750 Penalty: 753.475525
	Iteration 1F: 3 clusters Score -192125.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -192226.093750 Penalty: 753.475525
	Iteration 2F: 3 clusters Score -192226.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -192362.328125 Penalty: 753.475525
	Iteration 3F: 3 clusters Score -192362.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -192526.500000 Penalty: 753.475525
	Iteration 4F: 3 clusters Score -192526.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -192754.531250 Penalty: 753.475525
	Iteration 5F: 3 clusters Score -192754.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -193007.921875 Penalty: 753.475525
	Iteration 6F: 3 clusters Score -193007.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -193250.390625 Penalty: 753.475525
	Iteration 7F: 3 clusters Score -193250.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -193439.156250 Penalty: 753.475525
	Iteration 8F: 3 clusters Score -193439.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -193525.203125 Penalty: 753.475525
	Iteration 9Q: 3 clusters Score -193525.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -193579.515625 Penalty: 753.475525
	Iteration 10Q: 3 clusters Score -193579.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -193620.093750 Penalty: 753.475525
	Iteration 11Q: 3 clusters Score -193620.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -193655.250000 Penalty: 753.475525
	Iteration 12Q: 3 clusters Score -193655.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -193680.265625 Penalty: 753.475525
	Iteration 13Q: 3 clusters Score -193680.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -193690.500000 Penalty: 753.475525
	Iteration 14Q: 3 clusters Score -193690.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -193696.953125 Penalty: 753.475525
	Iteration 15Q: 3 clusters Score -193697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -193699.218750 Penalty: 753.475525
	Iteration 16Q: 3 clusters Score -193699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -193702.156250 Penalty: 753.475525
	Iteration 17Q: 3 clusters Score -193702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193704.000000 Penalty: 753.475525
	Iteration 18Q: 3 clusters Score -193704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -193705.875000 Penalty: 753.475525
	Iteration 19Q: 3 clusters Score -193705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -193706.640625 Penalty: 753.475525
	Iteration 20F: 3 clusters Score -193706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -193707.281250 Penalty: 753.475525
	Iteration 21Q: 3 clusters Score -193707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193707.484375 Penalty: 753.475525
	Iteration 22Q: 3 clusters Score -193707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193707.906250 Penalty: 753.475525
	Iteration 23Q: 3 clusters Score -193707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -193708.218750 Penalty: 753.475525
	Iteration 24Q: 3 clusters Score -193708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -193708.125000 Penalty: 753.475525
	Iteration 25Q: 3 clusters Score -193708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193708.187500 Penalty: 753.475525
	Iteration 26Q: 3 clusters Score -193708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193708.187500 Penalty: 753.475525
	Iteration 27F: 3 clusters Score -193708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -299405.562500 Penalty: 395.607483
	Iteration 0F: 2 clusters Score -299405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -295372.906250 Penalty: 791.214966
	Iteration 0F: 3 clusters Score -295372.9 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -296918.750000 Penalty: 791.214966
	Iteration 1F: 3 clusters Score -296918.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -297028.812500 Penalty: 791.214966
	Iteration 2Q: 3 clusters Score -297028.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -297135.843750 Penalty: 791.214966
	Iteration 3Q: 3 clusters Score -297135.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -297245.625000 Penalty: 791.214966
	Iteration 4Q: 3 clusters Score -297245.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -297353.562500 Penalty: 791.214966
	Iteration 5Q: 3 clusters Score -297353.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -297499.250000 Penalty: 791.214966
	Iteration 6Q: 3 clusters Score -297499.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -297696.906250 Penalty: 791.214966
	Iteration 7Q: 3 clusters Score -297696.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -297937.437500 Penalty: 791.214966
	Iteration 8F: 3 clusters Score -297937.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -298211.937500 Penalty: 791.214966
	Iteration 9F: 3 clusters Score -298211.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298416.593750 Penalty: 791.214966
	Iteration 10Q: 3 clusters Score -298416.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298567.781250 Penalty: 791.214966
	Iteration 11Q: 3 clusters Score -298567.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -298664.437500 Penalty: 791.214966
	Iteration 12Q: 3 clusters Score -298664.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -298738.687500 Penalty: 791.214966
	Iteration 13Q: 3 clusters Score -298738.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -298788.156250 Penalty: 791.214966
	Iteration 14Q: 3 clusters Score -298788.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -298826.937500 Penalty: 791.214966
	Iteration 15Q: 3 clusters Score -298826.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -298864.125000 Penalty: 791.214966
	Iteration 16Q: 3 clusters Score -298864.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -298890.156250 Penalty: 791.214966
	Iteration 17Q: 3 clusters Score -298890.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -298908.250000 Penalty: 791.214966
	Iteration 18Q: 3 clusters Score -298908.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -298927.875000 Penalty: 791.214966
	Iteration 19Q: 3 clusters Score -298927.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -298941.375000 Penalty: 791.214966
	Iteration 20F: 3 clusters Score -298941.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -298956.968750 Penalty: 791.214966
	Iteration 21Q: 3 clusters Score -298957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -298972.156250 Penalty: 791.214966
	Iteration 22Q: 3 clusters Score -298972.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -298982.218750 Penalty: 791.214966
	Iteration 23Q: 3 clusters Score -298982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -298992.406250 Penalty: 791.214966
	Iteration 24Q: 3 clusters Score -298992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -298999.593750 Penalty: 791.214966
	Iteration 25Q: 3 clusters Score -298999.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -299015.125000 Penalty: 791.214966
	Iteration 26Q: 3 clusters Score -299015.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -299028.281250 Penalty: 791.214966
	Iteration 27Q: 3 clusters Score -299028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -299039.000000 Penalty: 791.214966
	Iteration 28Q: 3 clusters Score -299039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -299045.312500 Penalty: 791.214966
	Iteration 29Q: 3 clusters Score -299045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -299053.312500 Penalty: 791.214966
	Iteration 30Q: 3 clusters Score -299053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -299058.593750 Penalty: 791.214966
	Iteration 31Q: 3 clusters Score -299058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -299062.031250 Penalty: 791.214966
	Iteration 32Q: 3 clusters Score -299062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -299066.718750 Penalty: 791.214966
	Iteration 33Q: 3 clusters Score -299066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -299068.531250 Penalty: 791.214966
	Iteration 34Q: 3 clusters Score -299068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -299069.906250 Penalty: 791.214966
	Iteration 35Q: 3 clusters Score -299069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -299071.468750 Penalty: 791.214966
	Iteration 36Q: 3 clusters Score -299071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -299071.906250 Penalty: 791.214966
	Iteration 37Q: 3 clusters Score -299071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -299072.093750 Penalty: 791.214966
	Iteration 38Q: 3 clusters Score -299072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -299071.968750 Penalty: 791.214966
	Iteration 39Q: 3 clusters Score -299072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -299071.968750 Penalty: 791.214966
	Iteration 40F: 3 clusters Score -299072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 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 334 members 
Entering Unmasked Estep 
Score: -31580.876953 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31580.88 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31725.828125 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31725.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31771.000000 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31796.628906 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31796.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31815.976562 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31815.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31834.328125 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31834.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31843.843750 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31843.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31853.279297 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31853.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31866.113281 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31866.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31875.828125 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31875.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31884.082031 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31884.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31891.744141 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31891.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31896.378906 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31896.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31901.097656 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31904.380859 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31904.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31905.503906 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31908.710938 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31908.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31910.660156 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31910.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31912.246094 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31912.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31912.841797 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -31912.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31912.841797 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -31912.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -32064.408203 Penalty: 288.726440
	Iteration 0F: 2 clusters Score -32064.41 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 281 members 
Entering Unmasked Estep 
Score: -31537.218750 Penalty: 577.452881
	Iteration 0F: 3 clusters Score -31537.22 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31643.896484 Penalty: 577.452881
	Iteration 1F: 3 clusters Score -31643.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31664.771484 Penalty: 577.452881
	Iteration 2F: 3 clusters Score -31664.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31675.923828 Penalty: 577.452881
	Iteration 3Q: 3 clusters Score -31675.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31683.468750 Penalty: 577.452881
	Iteration 4Q: 3 clusters Score -31683.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31691.410156 Penalty: 577.452881
	Iteration 5Q: 3 clusters Score -31691.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31695.816406 Penalty: 577.452881
	Iteration 6Q: 3 clusters Score -31695.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31697.949219 Penalty: 577.452881
	Iteration 7Q: 3 clusters Score -31697.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31700.767578 Penalty: 577.452881
	Iteration 8Q: 3 clusters Score -31700.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31702.875000 Penalty: 577.452881
	Iteration 9Q: 3 clusters Score -31702.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31703.619141 Penalty: 577.452881
	Iteration 10Q: 3 clusters Score -31703.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31704.029297 Penalty: 577.452881
	Iteration 11Q: 3 clusters Score -31704.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31704.462891 Penalty: 577.452881
	Iteration 12Q: 3 clusters Score -31704.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31704.462891 Penalty: 577.452881
	Iteration 13F: 3 clusters Score -31704.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10961.865234 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10961.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11045.888672 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11045.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11065.160156 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11065.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11070.839844 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11070.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11075.094727 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11075.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11075.094727 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -11075.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Entering Unmasked Estep 
Score: -2167475.750000 Penalty: 484.637939
	Iteration 0F: 2 clusters Score -2167476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2139151.250000 Penalty: 969.275879
	Iteration 0F: 3 clusters Score -2139151 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2152411.250000 Penalty: 969.275879
	Iteration 1F: 3 clusters Score -2152411 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2154105.250000 Penalty: 969.275879
	Iteration 2F: 3 clusters Score -2154105 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2156593.000000 Penalty: 969.275879
	Iteration 3F: 3 clusters Score -2156593 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2159761.250000 Penalty: 969.275879
	Iteration 4F: 3 clusters Score -2159761 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2162221.750000 Penalty: 969.275879
	Iteration 5F: 3 clusters Score -2162222 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2163168.000000 Penalty: 969.275879
	Iteration 6F: 3 clusters Score -2163168 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2163443.500000 Penalty: 969.275879
	Iteration 7Q: 3 clusters Score -2163444 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2163566.750000 Penalty: 969.275879
	Iteration 8Q: 3 clusters Score -2163567 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2163648.500000 Penalty: 969.275879
	Iteration 9Q: 3 clusters Score -2163648 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2163720.750000 Penalty: 969.275879
	Iteration 10Q: 3 clusters Score -2163721 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2163779.750000 Penalty: 969.275879
	Iteration 11Q: 3 clusters Score -2163780 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2163835.750000 Penalty: 969.275879
	Iteration 12Q: 3 clusters Score -2163836 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2163865.750000 Penalty: 969.275879
	Iteration 13Q: 3 clusters Score -2163866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2163908.750000 Penalty: 969.275879
	Iteration 14Q: 3 clusters Score -2163909 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2163957.250000 Penalty: 969.275879
	Iteration 15Q: 3 clusters Score -2163957 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2163994.000000 Penalty: 969.275879
	Iteration 16Q: 3 clusters Score -2163994 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2164030.250000 Penalty: 969.275879
	Iteration 17Q: 3 clusters Score -2164030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2164072.250000 Penalty: 969.275879
	Iteration 18Q: 3 clusters Score -2164072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2164107.000000 Penalty: 969.275879
	Iteration 19Q: 3 clusters Score -2164107 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2164134.250000 Penalty: 969.275879
	Iteration 20F: 3 clusters Score -2164134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2164170.000000 Penalty: 969.275879
	Iteration 21Q: 3 clusters Score -2164170 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2164209.000000 Penalty: 969.275879
	Iteration 22Q: 3 clusters Score -2164209 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2164235.750000 Penalty: 969.275879
	Iteration 23Q: 3 clusters Score -2164236 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2164263.750000 Penalty: 969.275879
	Iteration 24Q: 3 clusters Score -2164264 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2164298.750000 Penalty: 969.275879
	Iteration 25Q: 3 clusters Score -2164299 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2164332.750000 Penalty: 969.275879
	Iteration 26Q: 3 clusters Score -2164333 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2164350.250000 Penalty: 969.275879
	Iteration 27Q: 3 clusters Score -2164350 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2164381.000000 Penalty: 969.275879
	Iteration 28Q: 3 clusters Score -2164381 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2164412.750000 Penalty: 969.275879
	Iteration 29Q: 3 clusters Score -2164413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2164432.250000 Penalty: 969.275879
	Iteration 30Q: 3 clusters Score -2164432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2164448.250000 Penalty: 969.275879
	Iteration 31Q: 3 clusters Score -2164448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2164468.500000 Penalty: 969.275879
	Iteration 32Q: 3 clusters Score -2164468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2164486.750000 Penalty: 969.275879
	Iteration 33Q: 3 clusters Score -2164487 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2164489.750000 Penalty: 969.275879
	Iteration 34Q: 3 clusters Score -2164490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2164502.250000 Penalty: 969.275879
	Iteration 35Q: 3 clusters Score -2164502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2164506.250000 Penalty: 969.275879
	Iteration 36Q: 3 clusters Score -2164506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2164510.750000 Penalty: 969.275879
	Iteration 37Q: 3 clusters Score -2164511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2164512.750000 Penalty: 969.275879
	Iteration 38Q: 3 clusters Score -2164513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2164527.750000 Penalty: 969.275879
	Iteration 39Q: 3 clusters Score -2164528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2164541.000000 Penalty: 969.275879
	Iteration 40F: 3 clusters Score -2164541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2164547.750000 Penalty: 969.275879
	Iteration 41Q: 3 clusters Score -2164548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2164562.250000 Penalty: 969.275879
	Iteration 42Q: 3 clusters Score -2164562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2164577.250000 Penalty: 969.275879
	Iteration 43Q: 3 clusters Score -2164577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2164586.750000 Penalty: 969.275879
	Iteration 44Q: 3 clusters Score -2164587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2164605.750000 Penalty: 969.275879
	Iteration 45Q: 3 clusters Score -2164606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2164608.000000 Penalty: 969.275879
	Iteration 46Q: 3 clusters Score -2164608 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2164624.750000 Penalty: 969.275879
	Iteration 47Q: 3 clusters Score -2164625 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2164645.000000 Penalty: 969.275879
	Iteration 48Q: 3 clusters Score -2164645 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2164661.250000 Penalty: 969.275879
	Iteration 49Q: 3 clusters Score -2164661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2164682.250000 Penalty: 969.275879
	Iteration 50Q: 3 clusters Score -2164682 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2164695.750000 Penalty: 969.275879
	Iteration 51Q: 3 clusters Score -2164696 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2164725.750000 Penalty: 969.275879
	Iteration 52Q: 3 clusters Score -2164726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2164769.500000 Penalty: 969.275879
	Iteration 53Q: 3 clusters Score -2164770 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2164802.750000 Penalty: 969.275879
	Iteration 54Q: 3 clusters Score -2164803 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2164843.750000 Penalty: 969.275879
	Iteration 55Q: 3 clusters Score -2164844 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2164872.500000 Penalty: 969.275879
	Iteration 56Q: 3 clusters Score -2164872 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2164918.500000 Penalty: 969.275879
	Iteration 57Q: 3 clusters Score -2164918 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2164973.000000 Penalty: 969.275879
	Iteration 58Q: 3 clusters Score -2164973 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2165025.000000 Penalty: 969.275879
	Iteration 59Q: 3 clusters Score -2165025 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2165098.500000 Penalty: 969.275879
	Iteration 60F: 3 clusters Score -2165098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2165159.250000 Penalty: 969.275879
	Iteration 61Q: 3 clusters Score -2165159 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2165222.750000 Penalty: 969.275879
	Iteration 62Q: 3 clusters Score -2165223 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2165289.000000 Penalty: 969.275879
	Iteration 63Q: 3 clusters Score -2165289 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2165358.250000 Penalty: 969.275879
	Iteration 64Q: 3 clusters Score -2165358 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2165430.500000 Penalty: 969.275879
	Iteration 65Q: 3 clusters Score -2165430 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2165484.750000 Penalty: 969.275879
	Iteration 66Q: 3 clusters Score -2165485 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2165535.500000 Penalty: 969.275879
	Iteration 67Q: 3 clusters Score -2165536 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2165596.250000 Penalty: 969.275879
	Iteration 68Q: 3 clusters Score -2165596 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2165651.500000 Penalty: 969.275879
	Iteration 69Q: 3 clusters Score -2165652 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2165724.750000 Penalty: 969.275879
	Iteration 70Q: 3 clusters Score -2165725 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2165803.250000 Penalty: 969.275879
	Iteration 71Q: 3 clusters Score -2165803 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2165882.000000 Penalty: 969.275879
	Iteration 72Q: 3 clusters Score -2165882 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2165954.500000 Penalty: 969.275879
	Iteration 73Q: 3 clusters Score -2165954 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2166038.750000 Penalty: 969.275879
	Iteration 74Q: 3 clusters Score -2166039 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2166097.250000 Penalty: 969.275879
	Iteration 75Q: 3 clusters Score -2166097 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2166154.500000 Penalty: 969.275879
	Iteration 76Q: 3 clusters Score -2166154 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2166230.500000 Penalty: 969.275879
	Iteration 77Q: 3 clusters Score -2166230 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2166319.750000 Penalty: 969.275879
	Iteration 78Q: 3 clusters Score -2166320 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2166388.500000 Penalty: 969.275879
	Iteration 79Q: 3 clusters Score -2166388 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2166461.750000 Penalty: 969.275879
	Iteration 80F: 3 clusters Score -2166462 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2166536.500000 Penalty: 969.275879
	Iteration 81Q: 3 clusters Score -2166536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2166610.000000 Penalty: 969.275879
	Iteration 82Q: 3 clusters Score -2166610 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2166674.000000 Penalty: 969.275879
	Iteration 83Q: 3 clusters Score -2166674 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2166738.500000 Penalty: 969.275879
	Iteration 84Q: 3 clusters Score -2166738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2166799.750000 Penalty: 969.275879
	Iteration 85Q: 3 clusters Score -2166800 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2166856.250000 Penalty: 969.275879
	Iteration 86Q: 3 clusters Score -2166856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2166909.500000 Penalty: 969.275879
	Iteration 87Q: 3 clusters Score -2166910 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2166944.000000 Penalty: 969.275879
	Iteration 88Q: 3 clusters Score -2166944 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2166980.000000 Penalty: 969.275879
	Iteration 89Q: 3 clusters Score -2166980 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2167017.250000 Penalty: 969.275879
	Iteration 90Q: 3 clusters Score -2167017 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2167064.000000 Penalty: 969.275879
	Iteration 91Q: 3 clusters Score -2167064 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2167105.250000 Penalty: 969.275879
	Iteration 92Q: 3 clusters Score -2167105 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2167153.750000 Penalty: 969.275879
	Iteration 93Q: 3 clusters Score -2167154 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2167181.000000 Penalty: 969.275879
	Iteration 94Q: 3 clusters Score -2167181 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2167214.750000 Penalty: 969.275879
	Iteration 95Q: 3 clusters Score -2167215 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2167247.250000 Penalty: 969.275879
	Iteration 96Q: 3 clusters Score -2167247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2167275.750000 Penalty: 969.275879
	Iteration 97Q: 3 clusters Score -2167276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2167287.000000 Penalty: 969.275879
	Iteration 98Q: 3 clusters Score -2167287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2167320.750000 Penalty: 969.275879
	Iteration 99Q: 3 clusters Score -2167321 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2167350.250000 Penalty: 969.275879
	Iteration 100F: 3 clusters Score -2167350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2167367.750000 Penalty: 969.275879
	Iteration 101Q: 3 clusters Score -2167368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2167382.000000 Penalty: 969.275879
	Iteration 102Q: 3 clusters Score -2167382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2167389.000000 Penalty: 969.275879
	Iteration 103Q: 3 clusters Score -2167389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2167401.500000 Penalty: 969.275879
	Iteration 104Q: 3 clusters Score -2167402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2167411.500000 Penalty: 969.275879
	Iteration 105Q: 3 clusters Score -2167412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2167425.000000 Penalty: 969.275879
	Iteration 106Q: 3 clusters Score -2167425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2167434.000000 Penalty: 969.275879
	Iteration 107Q: 3 clusters Score -2167434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2167449.250000 Penalty: 969.275879
	Iteration 108Q: 3 clusters Score -2167449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2167453.750000 Penalty: 969.275879
	Iteration 109Q: 3 clusters Score -2167454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2167457.750000 Penalty: 969.275879
	Iteration 110Q: 3 clusters Score -2167458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2167459.750000 Penalty: 969.275879
	Iteration 111Q: 3 clusters Score -2167460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2167464.000000 Penalty: 969.275879
	Iteration 112Q: 3 clusters Score -2167464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2167470.000000 Penalty: 969.275879
	Iteration 113Q: 3 clusters Score -2167470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2167477.750000 Penalty: 969.275879
	Iteration 114Q: 3 clusters Score -2167478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2167480.000000 Penalty: 969.275879
	Iteration 115Q: 3 clusters Score -2167480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2167482.250000 Penalty: 969.275879
	Iteration 116Q: 3 clusters Score -2167482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2167484.750000 Penalty: 969.275879
	Iteration 117Q: 3 clusters Score -2167485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2167486.250000 Penalty: 969.275879
	Iteration 118Q: 3 clusters Score -2167486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2167487.250000 Penalty: 969.275879
	Iteration 119Q: 3 clusters Score -2167487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2167491.250000 Penalty: 969.275879
	Iteration 120F: 3 clusters Score -2167491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2167493.500000 Penalty: 969.275879
	Iteration 121Q: 3 clusters Score -2167494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2167494.250000 Penalty: 969.275879
	Iteration 122Q: 3 clusters Score -2167494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2167496.750000 Penalty: 969.275879
	Iteration 123Q: 3 clusters Score -2167497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2167499.750000 Penalty: 969.275879
	Iteration 124Q: 3 clusters Score -2167500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2167498.500000 Penalty: 969.275879
	Iteration 125Q: 3 clusters Score -2167498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2167498.500000 Penalty: 969.275879
	Iteration 126F: 3 clusters Score -2167498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35646 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 40889 members 
Mstep: Class 16 contains 65181 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341441 members 
Mstep: Class 25 contains 1362 members 
Entering Unmasked Estep 
Score: -25300886.000000 Penalty: 14994.331055
Splitting cluster 15 changes total score from -25300924.000000 to -25300886.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (65181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Entering Unmasked Estep 
Score: -3319627.750000 Penalty: 504.364044
	Iteration 0F: 2 clusters Score -3319628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3275729.250000 Penalty: 1008.728088
	Iteration 0F: 3 clusters Score -3275729 nChanged 31667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3294916.250000 Penalty: 1008.728088
	Iteration 1F: 3 clusters Score -3294916 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3296457.750000 Penalty: 1008.728088
	Iteration 2Q: 3 clusters Score -3296458 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3299191.750000 Penalty: 1008.728088
	Iteration 3F: 3 clusters Score -3299192 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3303481.500000 Penalty: 1008.728088
	Iteration 4F: 3 clusters Score -3303482 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3308081.750000 Penalty: 1008.728088
	Iteration 5F: 3 clusters Score -3308082 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3310791.000000 Penalty: 1008.728088
	Iteration 6F: 3 clusters Score -3310791 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3311715.750000 Penalty: 1008.728088
	Iteration 7Q: 3 clusters Score -3311716 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3312075.250000 Penalty: 1008.728088
	Iteration 8Q: 3 clusters Score -3312075 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3312340.250000 Penalty: 1008.728088
	Iteration 9Q: 3 clusters Score -3312340 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3312546.250000 Penalty: 1008.728088
	Iteration 10Q: 3 clusters Score -3312546 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3312760.000000 Penalty: 1008.728088
	Iteration 11Q: 3 clusters Score -3312760 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3312924.500000 Penalty: 1008.728088
	Iteration 12Q: 3 clusters Score -3312924 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3313071.500000 Penalty: 1008.728088
	Iteration 13Q: 3 clusters Score -3313072 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3313238.250000 Penalty: 1008.728088
	Iteration 14Q: 3 clusters Score -3313238 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3313384.250000 Penalty: 1008.728088
	Iteration 15Q: 3 clusters Score -3313384 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3313524.750000 Penalty: 1008.728088
	Iteration 16Q: 3 clusters Score -3313525 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3313667.500000 Penalty: 1008.728088
	Iteration 17Q: 3 clusters Score -3313668 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3313821.750000 Penalty: 1008.728088
	Iteration 18Q: 3 clusters Score -3313822 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3313956.250000 Penalty: 1008.728088
	Iteration 19Q: 3 clusters Score -3313956 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3314074.000000 Penalty: 1008.728088
	Iteration 20F: 3 clusters Score -3314074 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3314188.250000 Penalty: 1008.728088
	Iteration 21Q: 3 clusters Score -3314188 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3314290.250000 Penalty: 1008.728088
	Iteration 22Q: 3 clusters Score -3314290 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3314430.750000 Penalty: 1008.728088
	Iteration 23Q: 3 clusters Score -3314431 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3314555.750000 Penalty: 1008.728088
	Iteration 24Q: 3 clusters Score -3314556 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3314691.250000 Penalty: 1008.728088
	Iteration 25Q: 3 clusters Score -3314691 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3314824.000000 Penalty: 1008.728088
	Iteration 26Q: 3 clusters Score -3314824 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3314961.500000 Penalty: 1008.728088
	Iteration 27Q: 3 clusters Score -3314962 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3315117.500000 Penalty: 1008.728088
	Iteration 28Q: 3 clusters Score -3315118 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3315302.000000 Penalty: 1008.728088
	Iteration 29Q: 3 clusters Score -3315302 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3315458.250000 Penalty: 1008.728088
	Iteration 30Q: 3 clusters Score -3315458 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3315625.750000 Penalty: 1008.728088
	Iteration 31Q: 3 clusters Score -3315626 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3315741.500000 Penalty: 1008.728088
	Iteration 32Q: 3 clusters Score -3315742 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3315867.750000 Penalty: 1008.728088
	Iteration 33Q: 3 clusters Score -3315868 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3315984.500000 Penalty: 1008.728088
	Iteration 34Q: 3 clusters Score -3315984 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3316099.500000 Penalty: 1008.728088
	Iteration 35Q: 3 clusters Score -3316100 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3316234.500000 Penalty: 1008.728088
	Iteration 36Q: 3 clusters Score -3316234 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3316353.250000 Penalty: 1008.728088
	Iteration 37Q: 3 clusters Score -3316353 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3316473.250000 Penalty: 1008.728088
	Iteration 38Q: 3 clusters Score -3316473 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3316591.750000 Penalty: 1008.728088
	Iteration 39Q: 3 clusters Score -3316592 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3316733.000000 Penalty: 1008.728088
	Iteration 40F: 3 clusters Score -3316733 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3316855.750000 Penalty: 1008.728088
	Iteration 41Q: 3 clusters Score -3316856 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3317002.000000 Penalty: 1008.728088
	Iteration 42Q: 3 clusters Score -3317002 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3317141.250000 Penalty: 1008.728088
	Iteration 43Q: 3 clusters Score -3317141 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3317269.000000 Penalty: 1008.728088
	Iteration 44Q: 3 clusters Score -3317269 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3317429.000000 Penalty: 1008.728088
	Iteration 45Q: 3 clusters Score -3317429 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3317576.750000 Penalty: 1008.728088
	Iteration 46Q: 3 clusters Score -3317577 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3317715.000000 Penalty: 1008.728088
	Iteration 47Q: 3 clusters Score -3317715 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3317834.000000 Penalty: 1008.728088
	Iteration 48Q: 3 clusters Score -3317834 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3317948.000000 Penalty: 1008.728088
	Iteration 49Q: 3 clusters Score -3317948 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3318037.000000 Penalty: 1008.728088
	Iteration 50Q: 3 clusters Score -3318037 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3318140.500000 Penalty: 1008.728088
	Iteration 51Q: 3 clusters Score -3318140 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3318240.000000 Penalty: 1008.728088
	Iteration 52Q: 3 clusters Score -3318240 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3318339.000000 Penalty: 1008.728088
	Iteration 53Q: 3 clusters Score -3318339 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3318427.000000 Penalty: 1008.728088
	Iteration 54Q: 3 clusters Score -3318427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3318501.750000 Penalty: 1008.728088
	Iteration 55Q: 3 clusters Score -3318502 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3318582.500000 Penalty: 1008.728088
	Iteration 56Q: 3 clusters Score -3318582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3318637.250000 Penalty: 1008.728088
	Iteration 57Q: 3 clusters Score -3318637 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3318697.000000 Penalty: 1008.728088
	Iteration 58Q: 3 clusters Score -3318697 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3318736.750000 Penalty: 1008.728088
	Iteration 59Q: 3 clusters Score -3318737 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3318769.000000 Penalty: 1008.728088
	Iteration 60F: 3 clusters Score -3318769 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3318792.500000 Penalty: 1008.728088
	Iteration 61Q: 3 clusters Score -3318792 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3318853.250000 Penalty: 1008.728088
	Iteration 62Q: 3 clusters Score -3318853 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3318903.000000 Penalty: 1008.728088
	Iteration 63Q: 3 clusters Score -3318903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3318929.250000 Penalty: 1008.728088
	Iteration 64Q: 3 clusters Score -3318929 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3318953.750000 Penalty: 1008.728088
	Iteration 65Q: 3 clusters Score -3318954 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3318976.750000 Penalty: 1008.728088
	Iteration 66Q: 3 clusters Score -3318977 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3319001.500000 Penalty: 1008.728088
	Iteration 67Q: 3 clusters Score -3319002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3319009.250000 Penalty: 1008.728088
	Iteration 68Q: 3 clusters Score -3319009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3319024.500000 Penalty: 1008.728088
	Iteration 69Q: 3 clusters Score -3319024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3319060.750000 Penalty: 1008.728088
	Iteration 70Q: 3 clusters Score -3319061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3319067.250000 Penalty: 1008.728088
	Iteration 71Q: 3 clusters Score -3319067 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3319089.500000 Penalty: 1008.728088
	Iteration 72Q: 3 clusters Score -3319090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3319099.500000 Penalty: 1008.728088
	Iteration 73Q: 3 clusters Score -3319100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3319116.000000 Penalty: 1008.728088
	Iteration 74Q: 3 clusters Score -3319116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3319136.000000 Penalty: 1008.728088
	Iteration 75Q: 3 clusters Score -3319136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3319153.000000 Penalty: 1008.728088
	Iteration 76Q: 3 clusters Score -3319153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3319181.750000 Penalty: 1008.728088
	Iteration 77Q: 3 clusters Score -3319182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3319206.500000 Penalty: 1008.728088
	Iteration 78Q: 3 clusters Score -3319206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3319206.500000 Penalty: 1008.728088
	Iteration 79Q: 3 clusters Score -3319206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3319216.500000 Penalty: 1008.728088
	Iteration 80F: 3 clusters Score -3319216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3319226.500000 Penalty: 1008.728088
	Iteration 81Q: 3 clusters Score -3319226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3319231.250000 Penalty: 1008.728088
	Iteration 82Q: 3 clusters Score -3319231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3319242.750000 Penalty: 1008.728088
	Iteration 83Q: 3 clusters Score -3319243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3319247.250000 Penalty: 1008.728088
	Iteration 84Q: 3 clusters Score -3319247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3319249.500000 Penalty: 1008.728088
	Iteration 85Q: 3 clusters Score -3319250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3319252.250000 Penalty: 1008.728088
	Iteration 86Q: 3 clusters Score -3319252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3319259.500000 Penalty: 1008.728088
	Iteration 87Q: 3 clusters Score -3319260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3319261.750000 Penalty: 1008.728088
	Iteration 88Q: 3 clusters Score -3319262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3319262.000000 Penalty: 1008.728088
	Iteration 89Q: 3 clusters Score -3319262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3319262.000000 Penalty: 1008.728088
	Iteration 90Q: 3 clusters Score -3319262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3319261.750000 Penalty: 1008.728088
	Iteration 91Q: 3 clusters Score -3319262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3319259.000000 Penalty: 1008.728088
	Iteration 92Q: 3 clusters Score -3319259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3319262.500000 Penalty: 1008.728088
	Iteration 93Q: 3 clusters Score -3319262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3319260.750000 Penalty: 1008.728088
	Iteration 94Q: 3 clusters Score -3319261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3319263.500000 Penalty: 1008.728088
	Iteration 95Q: 3 clusters Score -3319264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3319266.500000 Penalty: 1008.728088
	Iteration 96Q: 3 clusters Score -3319266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3319268.500000 Penalty: 1008.728088
	Iteration 97Q: 3 clusters Score -3319268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3319269.250000 Penalty: 1008.728088
	Iteration 98Q: 3 clusters Score -3319269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3319270.500000 Penalty: 1008.728088
	Iteration 99Q: 3 clusters Score -3319270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3319267.250000 Penalty: 1008.728088
	Iteration 100F: 3 clusters Score -3319267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3319268.250000 Penalty: 1008.728088
	Iteration 101Q: 3 clusters Score -3319268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3319268.500000 Penalty: 1008.728088
	Iteration 102Q: 3 clusters Score -3319268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3319273.500000 Penalty: 1008.728088
	Iteration 103Q: 3 clusters Score -3319274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3319273.000000 Penalty: 1008.728088
	Iteration 104Q: 3 clusters Score -3319273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3319272.000000 Penalty: 1008.728088
	Iteration 105Q: 3 clusters Score -3319272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3319273.250000 Penalty: 1008.728088
	Iteration 106Q: 3 clusters Score -3319273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3319273.500000 Penalty: 1008.728088
	Iteration 107Q: 3 clusters Score -3319274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3319273.500000 Penalty: 1008.728088
	Iteration 108Q: 3 clusters Score -3319274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3319276.500000 Penalty: 1008.728088
	Iteration 109Q: 3 clusters Score -3319276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3319276.750000 Penalty: 1008.728088
	Iteration 110Q: 3 clusters Score -3319277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3319279.000000 Penalty: 1008.728088
	Iteration 111Q: 3 clusters Score -3319279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3319278.250000 Penalty: 1008.728088
	Iteration 112Q: 3 clusters Score -3319278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3319278.500000 Penalty: 1008.728088
	Iteration 113Q: 3 clusters Score -3319278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3319278.000000 Penalty: 1008.728088
	Iteration 114Q: 3 clusters Score -3319278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3319278.500000 Penalty: 1008.728088
	Iteration 115Q: 3 clusters Score -3319278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3319275.500000 Penalty: 1008.728088
	Iteration 116Q: 3 clusters Score -3319276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3319280.000000 Penalty: 1008.728088
	Iteration 117Q: 3 clusters Score -3319280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3319279.500000 Penalty: 1008.728088
	Iteration 118Q: 3 clusters Score -3319280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3319279.500000 Penalty: 1008.728088
	Iteration 119Q: 3 clusters Score -3319280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3319279.500000 Penalty: 1008.728088
	Iteration 120F: 3 clusters Score -3319280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -69638.351562 Penalty: 331.303040
	Iteration 0F: 2 clusters Score -69638.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -68538.914062 Penalty: 662.606079
	Iteration 0F: 3 clusters Score -68538.91 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68851.539062 Penalty: 662.606079
	Iteration 1F: 3 clusters Score -68851.54 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -68916.929688 Penalty: 662.606079
	Iteration 2F: 3 clusters Score -68916.93 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68960.554688 Penalty: 662.606079
	Iteration 3F: 3 clusters Score -68960.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68989.250000 Penalty: 662.606079
	Iteration 4Q: 3 clusters Score -68989.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69038.765625 Penalty: 662.606079
	Iteration 5Q: 3 clusters Score -69038.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69096.835938 Penalty: 662.606079
	Iteration 6Q: 3 clusters Score -69096.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69145.585938 Penalty: 662.606079
	Iteration 7Q: 3 clusters Score -69145.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69205.781250 Penalty: 662.606079
	Iteration 8Q: 3 clusters Score -69205.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69257.648438 Penalty: 662.606079
	Iteration 9Q: 3 clusters Score -69257.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -69301.890625 Penalty: 662.606079
	Iteration 10Q: 3 clusters Score -69301.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -69323.000000 Penalty: 662.606079
	Iteration 11Q: 3 clusters Score -69323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -69335.179688 Penalty: 662.606079
	Iteration 12Q: 3 clusters Score -69335.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69340.835938 Penalty: 662.606079
	Iteration 13Q: 3 clusters Score -69340.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -69342.914062 Penalty: 662.606079
	Iteration 14Q: 3 clusters Score -69342.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69345.101562 Penalty: 662.606079
	Iteration 15Q: 3 clusters Score -69345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69345.437500 Penalty: 662.606079
	Iteration 16Q: 3 clusters Score -69345.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69346.757812 Penalty: 662.606079
	Iteration 17Q: 3 clusters Score -69346.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69348.929688 Penalty: 662.606079
	Iteration 18Q: 3 clusters Score -69348.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69349.484375 Penalty: 662.606079
	Iteration 19Q: 3 clusters Score -69349.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69350.750000 Penalty: 662.606079
	Iteration 20F: 3 clusters Score -69350.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69351.671875 Penalty: 662.606079
	Iteration 21Q: 3 clusters Score -69351.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69351.671875 Penalty: 662.606079
	Iteration 22F: 3 clusters Score -69351.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Entering Unmasked Estep 
Score: -236769.312500 Penalty: 389.325592
	Iteration 0F: 2 clusters Score -236769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -233239.656250 Penalty: 778.651184
	Iteration 0F: 3 clusters Score -233239.7 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -234525.328125 Penalty: 778.651184
	Iteration 1F: 3 clusters Score -234525.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -234680.500000 Penalty: 778.651184
	Iteration 2F: 3 clusters Score -234680.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -234900.140625 Penalty: 778.651184
	Iteration 3F: 3 clusters Score -234900.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -235208.500000 Penalty: 778.651184
	Iteration 4F: 3 clusters Score -235208.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -235567.359375 Penalty: 778.651184
	Iteration 5F: 3 clusters Score -235567.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -235930.343750 Penalty: 778.651184
	Iteration 6F: 3 clusters Score -235930.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -236188.515625 Penalty: 778.651184
	Iteration 7Q: 3 clusters Score -236188.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -236306.359375 Penalty: 778.651184
	Iteration 8Q: 3 clusters Score -236306.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -236368.468750 Penalty: 778.651184
	Iteration 9Q: 3 clusters Score -236368.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -236407.000000 Penalty: 778.651184
	Iteration 10Q: 3 clusters Score -236407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -236424.468750 Penalty: 778.651184
	Iteration 11Q: 3 clusters Score -236424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -236427.734375 Penalty: 778.651184
	Iteration 12Q: 3 clusters Score -236427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -236433.375000 Penalty: 778.651184
	Iteration 13Q: 3 clusters Score -236433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -236433.375000 Penalty: 778.651184
	Iteration 14F: 3 clusters Score -236433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -16202.244141 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -16202.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15792.928711 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15792.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15872.067383 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15872.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15885.554688 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15885.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15898.271484 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -15898.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15907.506836 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15907.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15917.611328 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15917.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15924.789062 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15924.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15938.562500 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15938.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15944.682617 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15944.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15948.019531 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -15948.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15948.872070 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -15948.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15948.872070 Penalty: 530.967773
	Iteration 11F: 3 clusters Score -15948.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Entering Unmasked Estep 
Score: -507634.843750 Penalty: 417.955841
	Iteration 0F: 2 clusters Score -507634.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -501084.343750 Penalty: 835.911682
	Iteration 0F: 3 clusters Score -501084.3 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -503609.718750 Penalty: 835.911682
	Iteration 1F: 3 clusters Score -503609.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -503803.218750 Penalty: 835.911682
	Iteration 2Q: 3 clusters Score -503803.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -504103.531250 Penalty: 835.911682
	Iteration 3F: 3 clusters Score -504103.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -504558.343750 Penalty: 835.911682
	Iteration 4F: 3 clusters Score -504558.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -505183.593750 Penalty: 835.911682
	Iteration 5F: 3 clusters Score -505183.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -505895.468750 Penalty: 835.911682
	Iteration 6F: 3 clusters Score -505895.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -506497.593750 Penalty: 835.911682
	Iteration 7F: 3 clusters Score -506497.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -506922.718750 Penalty: 835.911682
	Iteration 8Q: 3 clusters Score -506922.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -507147.468750 Penalty: 835.911682
	Iteration 9Q: 3 clusters Score -507147.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -507229.031250 Penalty: 835.911682
	Iteration 10Q: 3 clusters Score -507229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -507266.968750 Penalty: 835.911682
	Iteration 11Q: 3 clusters Score -507267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -507298.312500 Penalty: 835.911682
	Iteration 12Q: 3 clusters Score -507298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -507317.000000 Penalty: 835.911682
	Iteration 13Q: 3 clusters Score -507317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -507324.125000 Penalty: 835.911682
	Iteration 14Q: 3 clusters Score -507324.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -507327.375000 Penalty: 835.911682
	Iteration 15Q: 3 clusters Score -507327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -507328.937500 Penalty: 835.911682
	Iteration 16Q: 3 clusters Score -507328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -507328.781250 Penalty: 835.911682
	Iteration 17Q: 3 clusters Score -507328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -507331.312500 Penalty: 835.911682
	Iteration 18Q: 3 clusters Score -507331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -507331.875000 Penalty: 835.911682
	Iteration 19Q: 3 clusters Score -507331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -507338.781250 Penalty: 835.911682
	Iteration 20F: 3 clusters Score -507338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -507345.125000 Penalty: 835.911682
	Iteration 21Q: 3 clusters Score -507345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -507347.562500 Penalty: 835.911682
	Iteration 22Q: 3 clusters Score -507347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -507348.687500 Penalty: 835.911682
	Iteration 23Q: 3 clusters Score -507348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -507348.687500 Penalty: 835.911682
	Iteration 24F: 3 clusters Score -507348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -41520.992188 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -41520.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -40730.820312 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -40730.82 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40996.785156 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -40996.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41074.890625 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -41074.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41110.718750 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -41110.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41139.722656 Penalty: 624.320435
	Iteration 4Q: 3 clusters Score -41139.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41172.468750 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -41172.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -41199.324219 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -41199.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41223.820312 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -41223.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41256.156250 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -41256.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41288.281250 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -41288.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41310.804688 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -41310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41322.457031 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -41322.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41330.539062 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -41330.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41339.199219 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -41339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41349.738281 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -41349.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41355.093750 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -41355.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41361.343750 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -41361.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41366.531250 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -41366.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41370.355469 Penalty: 624.320435
	Iteration 18Q: 3 clusters Score -41370.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41374.972656 Penalty: 624.320435
	Iteration 19Q: 3 clusters Score -41374.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41377.050781 Penalty: 624.320435
	Iteration 20F: 3 clusters Score -41377.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41378.160156 Penalty: 624.320435
	Iteration 21Q: 3 clusters Score -41378.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41378.781250 Penalty: 624.320435
	Iteration 22Q: 3 clusters Score -41378.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41378.781250 Penalty: 624.320435
	Iteration 23F: 3 clusters Score -41378.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5753.244629 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5753.245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5809.076660 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5809.077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5832.444336 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -5832.444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5848.186035 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -5848.186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5866.964844 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5866.965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5891.362305 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5891.362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5908.471680 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5908.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5926.281250 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5926.281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5954.754395 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -5954.754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5957.921875 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -5957.922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5957.921875 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -5957.922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42170.277344 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42170.28 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -42384.289062 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42384.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -42438.566406 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42438.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -42472.015625 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42472.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -42494.527344 Penalty: 621.116882
	Iteration 4Q: 3 clusters Score -42494.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -42521.324219 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -42521.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -42546.414062 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -42546.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -42564.402344 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -42564.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -42580.894531 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -42580.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -42599.800781 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -42599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -42614.691406 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -42614.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -42636.535156 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -42636.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -42664.671875 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -42664.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -42691.628906 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -42691.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -42722.386719 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -42722.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -42773.082031 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -42773.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -42833.589844 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -42833.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -42919.367188 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -42919.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -43010.589844 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -43010.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -43051.246094 Penalty: 621.116882
	Iteration 19Q: 3 clusters Score -43051.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -43075.304688 Penalty: 621.116882
	Iteration 20F: 3 clusters Score -43075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -43081.835938 Penalty: 621.116882
	Iteration 21Q: 3 clusters Score -43081.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -43082.417969 Penalty: 621.116882
	Iteration 22Q: 3 clusters Score -43082.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -43082.417969 Penalty: 621.116882
	Iteration 23F: 3 clusters Score -43082.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35646 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42251 members 
Mstep: Class 16 contains 65181 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 158 members 
Mstep: Class 24 contains 341441 members 
Mstep: Class 25 contains 763 members 
Entering Unmasked Estep 
Score: -25300822.000000 Penalty: 14994.331055
Splitting cluster 23 changes total score from -25300924.000000 to -25300822.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (341441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341441 members 
Entering Unmasked Estep 
Score: -16584452.000000 Penalty: 579.712341
	Iteration 0F: 2 clusters Score -1.658445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 170809 members 
Entering Unmasked Estep 
Score: -16376076.000000 Penalty: 1159.424683
	Iteration 0F: 3 clusters Score -1.637608e+07 nChanged 168450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -16481736.000000 Penalty: 1159.424683
	Iteration 1F: 3 clusters Score -1.648174e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 178240 members 
Entering Unmasked Estep 
Score: -16487899.000000 Penalty: 1159.424683
	Iteration 2Q: 3 clusters Score -1.64879e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -16497645.000000 Penalty: 1159.424683
	Iteration 3Q: 3 clusters Score -1.649764e+07 nChanged 20554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 190562 members 
Entering Unmasked Estep 
Score: -16513643.000000 Penalty: 1159.424683
	Iteration 4F: 3 clusters Score -1.651364e+07 nChanged 23014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 198690 members 
Entering Unmasked Estep 
Score: -16533986.000000 Penalty: 1159.424683
	Iteration 5F: 3 clusters Score -1.653399e+07 nChanged 21345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 205893 members 
Entering Unmasked Estep 
Score: -16548328.000000 Penalty: 1159.424683
	Iteration 6F: 3 clusters Score -1.654833e+07 nChanged 14754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 211789 members 
Entering Unmasked Estep 
Score: -16553925.000000 Penalty: 1159.424683
	Iteration 7Q: 3 clusters Score -1.655392e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 217278 members 
Entering Unmasked Estep 
Score: -16555922.000000 Penalty: 1159.424683
	Iteration 8Q: 3 clusters Score -1.655592e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 222893 members 
Entering Unmasked Estep 
Score: -16557299.000000 Penalty: 1159.424683
	Iteration 9Q: 3 clusters Score -1.65573e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112684 members 
Mstep: Class 2 contains 228757 members 
Entering Unmasked Estep 
Score: -16558800.000000 Penalty: 1159.424683
	Iteration 10Q: 3 clusters Score -1.65588e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 234910 members 
Entering Unmasked Estep 
Score: -16560055.000000 Penalty: 1159.424683
	Iteration 11Q: 3 clusters Score -1.656006e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 241146 members 
Entering Unmasked Estep 
Score: -16561472.000000 Penalty: 1159.424683
	Iteration 12Q: 3 clusters Score -1.656147e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 247453 members 
Entering Unmasked Estep 
Score: -16563006.000000 Penalty: 1159.424683
	Iteration 13Q: 3 clusters Score -1.656301e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 253968 members 
Entering Unmasked Estep 
Score: -16564644.000000 Penalty: 1159.424683
	Iteration 14Q: 3 clusters Score -1.656464e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 260419 members 
Entering Unmasked Estep 
Score: -16566075.000000 Penalty: 1159.424683
	Iteration 15Q: 3 clusters Score -1.656608e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 266726 members 
Entering Unmasked Estep 
Score: -16567157.000000 Penalty: 1159.424683
	Iteration 16Q: 3 clusters Score -1.656716e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 272891 members 
Entering Unmasked Estep 
Score: -16568333.000000 Penalty: 1159.424683
	Iteration 17Q: 3 clusters Score -1.656833e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 278742 members 
Entering Unmasked Estep 
Score: -16569648.000000 Penalty: 1159.424683
	Iteration 18Q: 3 clusters Score -1.656965e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 284264 members 
Entering Unmasked Estep 
Score: -16570995.000000 Penalty: 1159.424683
	Iteration 19Q: 3 clusters Score -1.6571e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 289756 members 
Entering Unmasked Estep 
Score: -16572180.000000 Penalty: 1159.424683
	Iteration 20F: 3 clusters Score -1.657218e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 294990 members 
Entering Unmasked Estep 
Score: -16573131.000000 Penalty: 1159.424683
	Iteration 21Q: 3 clusters Score -1.657313e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 299935 members 
Entering Unmasked Estep 
Score: -16574506.000000 Penalty: 1159.424683
	Iteration 22Q: 3 clusters Score -1.657451e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 304410 members 
Entering Unmasked Estep 
Score: -16575526.000000 Penalty: 1159.424683
	Iteration 23Q: 3 clusters Score -1.657553e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 308449 members 
Entering Unmasked Estep 
Score: -16576614.000000 Penalty: 1159.424683
	Iteration 24Q: 3 clusters Score -1.657661e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 312290 members 
Entering Unmasked Estep 
Score: -16577261.000000 Penalty: 1159.424683
	Iteration 25Q: 3 clusters Score -1.657726e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 315978 members 
Entering Unmasked Estep 
Score: -16578246.000000 Penalty: 1159.424683
	Iteration 26Q: 3 clusters Score -1.657825e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 319540 members 
Entering Unmasked Estep 
Score: -16579736.000000 Penalty: 1159.424683
	Iteration 27Q: 3 clusters Score -1.657974e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 323020 members 
Entering Unmasked Estep 
Score: -16581231.000000 Penalty: 1159.424683
	Iteration 28Q: 3 clusters Score -1.658123e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 326366 members 
Entering Unmasked Estep 
Score: -16582643.000000 Penalty: 1159.424683
	Iteration 29Q: 3 clusters Score -1.658264e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 329346 members 
Entering Unmasked Estep 
Score: -16583929.000000 Penalty: 1159.424683
	Iteration 30Q: 3 clusters Score -1.658393e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 331884 members 
Entering Unmasked Estep 
Score: -16584972.000000 Penalty: 1159.424683
	Iteration 31Q: 3 clusters Score -1.658497e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 334056 members 
Entering Unmasked Estep 
Score: -16585583.000000 Penalty: 1159.424683
	Iteration 32Q: 3 clusters Score -1.658558e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 335730 members 
Entering Unmasked Estep 
Score: -16585402.000000 Penalty: 1159.424683
	Iteration 33Q: 3 clusters Score -1.65854e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 337061 members 
Entering Unmasked Estep 
Score: -16585167.000000 Penalty: 1159.424683
	Iteration 34Q: 3 clusters Score -1.658517e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 338060 members 
Entering Unmasked Estep 
Score: -16585082.000000 Penalty: 1159.424683
	Iteration 35Q: 3 clusters Score -1.658508e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 338786 members 
Entering Unmasked Estep 
Score: -16585022.000000 Penalty: 1159.424683
	Iteration 36Q: 3 clusters Score -1.658502e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 339294 members 
Entering Unmasked Estep 
Score: -16584894.000000 Penalty: 1159.424683
	Iteration 37Q: 3 clusters Score -1.658489e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 339672 members 
Entering Unmasked Estep 
Score: -16584767.000000 Penalty: 1159.424683
	Iteration 38Q: 3 clusters Score -1.658477e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 339927 members 
Entering Unmasked Estep 
Score: -16584680.000000 Penalty: 1159.424683
	Iteration 39Q: 3 clusters Score -1.658468e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 340117 members 
Entering Unmasked Estep 
Score: -16584644.000000 Penalty: 1159.424683
	Iteration 40F: 3 clusters Score -1.658464e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 340271 members 
Entering Unmasked Estep 
Score: -16584561.000000 Penalty: 1159.424683
	Iteration 41Q: 3 clusters Score -1.658456e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 340382 members 
Entering Unmasked Estep 
Score: -16584528.000000 Penalty: 1159.424683
	Iteration 42Q: 3 clusters Score -1.658453e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 340472 members 
Entering Unmasked Estep 
Score: -16584496.000000 Penalty: 1159.424683
	Iteration 43Q: 3 clusters Score -1.65845e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 340550 members 
Entering Unmasked Estep 
Score: -16584462.000000 Penalty: 1159.424683
	Iteration 44Q: 3 clusters Score -1.658446e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 340621 members 
Entering Unmasked Estep 
Score: -16584460.000000 Penalty: 1159.424683
	Iteration 45Q: 3 clusters Score -1.658446e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 340671 members 
Entering Unmasked Estep 
Score: -16584453.000000 Penalty: 1159.424683
	Iteration 46Q: 3 clusters Score -1.658445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 340708 members 
Entering Unmasked Estep 
Score: -16584437.000000 Penalty: 1159.424683
	Iteration 47Q: 3 clusters Score -1.658444e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 340735 members 
Entering Unmasked Estep 
Score: -16584428.000000 Penalty: 1159.424683
	Iteration 48Q: 3 clusters Score -1.658443e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 340763 members 
Entering Unmasked Estep 
Score: -16584415.000000 Penalty: 1159.424683
	Iteration 49Q: 3 clusters Score -1.658442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 340785 members 
Entering Unmasked Estep 
Score: -16584396.000000 Penalty: 1159.424683
	Iteration 50Q: 3 clusters Score -1.65844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 340807 members 
Entering Unmasked Estep 
Score: -16584372.000000 Penalty: 1159.424683
	Iteration 51Q: 3 clusters Score -1.658437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340826 members 
Entering Unmasked Estep 
Score: -16584372.000000 Penalty: 1159.424683
	Iteration 52Q: 3 clusters Score -1.658437e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 340835 members 
Entering Unmasked Estep 
Score: -16584376.000000 Penalty: 1159.424683
	Iteration 53Q: 3 clusters Score -1.658438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 340841 members 
Entering Unmasked Estep 
Score: -16584386.000000 Penalty: 1159.424683
	Iteration 54Q: 3 clusters Score -1.658439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 340844 members 
Entering Unmasked Estep 
Score: -16584394.000000 Penalty: 1159.424683
	Iteration 55Q: 3 clusters Score -1.658439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 340848 members 
Entering Unmasked Estep 
Score: -16584389.000000 Penalty: 1159.424683
	Iteration 56Q: 3 clusters Score -1.658439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 340856 members 
Entering Unmasked Estep 
Score: -16584385.000000 Penalty: 1159.424683
	Iteration 57Q: 3 clusters Score -1.658438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 340865 members 
Entering Unmasked Estep 
Score: -16584383.000000 Penalty: 1159.424683
	Iteration 58Q: 3 clusters Score -1.658438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 340868 members 
Entering Unmasked Estep 
Score: -16584387.000000 Penalty: 1159.424683
	Iteration 59Q: 3 clusters Score -1.658439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 340878 members 
Entering Unmasked Estep 
Score: -16584378.000000 Penalty: 1159.424683
	Iteration 60F: 3 clusters Score -1.658438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 340884 members 
Entering Unmasked Estep 
Score: -16584379.000000 Penalty: 1159.424683
	Iteration 61Q: 3 clusters Score -1.658438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 340888 members 
Entering Unmasked Estep 
Score: -16584388.000000 Penalty: 1159.424683
	Iteration 62Q: 3 clusters Score -1.658439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 340893 members 
Entering Unmasked Estep 
Score: -16584394.000000 Penalty: 1159.424683
	Iteration 63Q: 3 clusters Score -1.658439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 340893 members 
Entering Unmasked Estep 
Score: -16584384.000000 Penalty: 1159.424683
	Iteration 64Q: 3 clusters Score -1.658438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 340895 members 
Entering Unmasked Estep 
Score: -16584398.000000 Penalty: 1159.424683
	Iteration 65Q: 3 clusters Score -1.65844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 340897 members 
Entering Unmasked Estep 
Score: -16584390.000000 Penalty: 1159.424683
	Iteration 66Q: 3 clusters Score -1.658439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 340896 members 
Entering Unmasked Estep 
Score: -16584396.000000 Penalty: 1159.424683
	Iteration 67Q: 3 clusters Score -1.65844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 340897 members 
Entering Unmasked Estep 
Score: -16584395.000000 Penalty: 1159.424683
	Iteration 68Q: 3 clusters Score -1.65844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 340898 members 
Entering Unmasked Estep 
Score: -16584393.000000 Penalty: 1159.424683
	Iteration 69Q: 3 clusters Score -1.658439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 340900 members 
Entering Unmasked Estep 
Score: -16584386.000000 Penalty: 1159.424683
	Iteration 70Q: 3 clusters Score -1.658439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 340899 members 
Entering Unmasked Estep 
Score: -16584399.000000 Penalty: 1159.424683
	Iteration 71Q: 3 clusters Score -1.65844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 340897 members 
Entering Unmasked Estep 
Score: -16584397.000000 Penalty: 1159.424683
	Iteration 72Q: 3 clusters Score -1.65844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 340897 members 
Entering Unmasked Estep 
Score: -16584401.000000 Penalty: 1159.424683
	Iteration 73Q: 3 clusters Score -1.65844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 340899 members 
Entering Unmasked Estep 
Score: -16584400.000000 Penalty: 1159.424683
	Iteration 74Q: 3 clusters Score -1.65844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 340899 members 
Entering Unmasked Estep 
Score: -16584400.000000 Penalty: 1159.424683
	Iteration 75F: 3 clusters Score -1.65844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35646 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42251 members 
Mstep: Class 16 contains 65181 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300958.000000 Penalty: 14394.557617
Iteration 239Q: 25 clusters Score -2.530096e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35700 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 5924 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42318 members 
Mstep: Class 16 contains 65139 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9767 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300938.000000 Penalty: 14394.557617
Iteration 240F: 25 clusters Score -2.530094e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35742 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 5893 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42395 members 
Mstep: Class 16 contains 65101 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9780 members 
Mstep: Class 21 contains 955 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301002.000000 Penalty: 14394.557617
Iteration 241Q: 25 clusters Score -2.5301e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35785 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 5869 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42482 members 
Mstep: Class 16 contains 65057 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9792 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301062.000000 Penalty: 14394.557617
Iteration 242Q: 25 clusters Score -2.530106e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35838 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42590 members 
Mstep: Class 16 contains 65008 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9800 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301116.000000 Penalty: 14394.557617
Iteration 243Q: 25 clusters Score -2.530112e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35864 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42675 members 
Mstep: Class 16 contains 64955 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9807 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301158.000000 Penalty: 14394.557617
Iteration 244Q: 25 clusters Score -2.530116e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35899 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 329 members 
Mstep: Class 10 contains 3907 members 
Mstep: Class 11 contains 5794 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42751 members 
Mstep: Class 16 contains 64904 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9815 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301252.000000 Penalty: 14394.557617
Iteration 245Q: 25 clusters Score -2.530125e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35945 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7823 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42817 members 
Mstep: Class 16 contains 64859 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9821 members 
Mstep: Class 21 contains 956 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301262.000000 Penalty: 14394.557617
Iteration 246Q: 25 clusters Score -2.530126e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 35982 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42874 members 
Mstep: Class 16 contains 64807 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9828 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301258.000000 Penalty: 14394.557617
Iteration 247Q: 25 clusters Score -2.530126e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36039 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 318 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 42938 members 
Mstep: Class 16 contains 64772 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301268.000000 Penalty: 14394.557617
Iteration 248Q: 25 clusters Score -2.530127e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36079 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7833 members 
Mstep: Class 9 contains 314 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 11 contains 5717 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43007 members 
Mstep: Class 16 contains 64739 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9850 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301292.000000 Penalty: 14394.557617
Iteration 249Q: 25 clusters Score -2.530129e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36107 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7839 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43056 members 
Mstep: Class 16 contains 64706 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9863 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301342.000000 Penalty: 14394.557617
Iteration 250Q: 25 clusters Score -2.530134e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3657 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36141 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7842 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 570 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43098 members 
Mstep: Class 16 contains 64671 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301334.000000 Penalty: 14394.557617
Iteration 251Q: 25 clusters Score -2.530133e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36174 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7847 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43130 members 
Mstep: Class 16 contains 64636 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301300.000000 Penalty: 14394.557617
Iteration 252Q: 25 clusters Score -2.53013e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7853 members 
Mstep: Class 9 contains 300 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43171 members 
Mstep: Class 16 contains 64610 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9888 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301310.000000 Penalty: 14394.557617
Iteration 253Q: 25 clusters Score -2.530131e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3582 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36225 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43204 members 
Mstep: Class 16 contains 64586 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9896 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301352.000000 Penalty: 14394.557617
Iteration 254Q: 25 clusters Score -2.530135e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36240 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 295 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43240 members 
Mstep: Class 16 contains 64570 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9903 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301376.000000 Penalty: 14394.557617
Iteration 255Q: 25 clusters Score -2.530138e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36279 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 5518 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43276 members 
Mstep: Class 16 contains 64559 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9915 members 
Mstep: Class 21 contains 939 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301380.000000 Penalty: 14394.557617
Iteration 256Q: 25 clusters Score -2.530138e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36305 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7870 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43315 members 
Mstep: Class 16 contains 64544 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9923 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301392.000000 Penalty: 14394.557617
Iteration 257Q: 25 clusters Score -2.530139e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36339 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7876 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43357 members 
Mstep: Class 16 contains 64533 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9932 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301484.000000 Penalty: 14394.557617
Iteration 258Q: 25 clusters Score -2.530148e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36376 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43411 members 
Mstep: Class 16 contains 64517 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 936 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301500.000000 Penalty: 14394.557617
Iteration 259Q: 25 clusters Score -2.53015e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36408 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7890 members 
Mstep: Class 9 contains 288 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43460 members 
Mstep: Class 16 contains 64503 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9959 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301558.000000 Penalty: 14394.557617
Iteration 260F: 25 clusters Score -2.530156e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36435 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43503 members 
Mstep: Class 16 contains 64491 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9973 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301602.000000 Penalty: 14394.557617
Iteration 261Q: 25 clusters Score -2.53016e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36454 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7902 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43549 members 
Mstep: Class 16 contains 64480 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 5245 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 935 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301656.000000 Penalty: 14394.557617
Iteration 262Q: 25 clusters Score -2.530166e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36477 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 5383 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43594 members 
Mstep: Class 16 contains 64471 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 9991 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301716.000000 Penalty: 14394.557617
Iteration 263Q: 25 clusters Score -2.530172e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 267 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43632 members 
Mstep: Class 16 contains 64449 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 10000 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301756.000000 Penalty: 14394.557617
Iteration 264Q: 25 clusters Score -2.530176e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36554 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 263 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43662 members 
Mstep: Class 16 contains 64432 members 
Mstep: Class 17 contains 1329 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 10013 members 
Mstep: Class 21 contains 932 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301760.000000 Penalty: 14394.557617
Iteration 265Q: 25 clusters Score -2.530176e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 3291 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36590 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 262 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43685 members 
Mstep: Class 16 contains 64420 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 10022 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301798.000000 Penalty: 14394.557617
Iteration 266Q: 25 clusters Score -2.53018e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36632 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 259 members 
Mstep: Class 10 contains 3800 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43707 members 
Mstep: Class 16 contains 64411 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10030 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301836.000000 Penalty: 14394.557617
Iteration 267Q: 25 clusters Score -2.530184e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36681 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 255 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43736 members 
Mstep: Class 16 contains 64408 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 5260 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10038 members 
Mstep: Class 21 contains 926 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301908.000000 Penalty: 14394.557617
Iteration 268Q: 25 clusters Score -2.530191e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36715 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 253 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43767 members 
Mstep: Class 16 contains 64402 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 5263 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301904.000000 Penalty: 14394.557617
Iteration 269Q: 25 clusters Score -2.53019e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36746 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7934 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43796 members 
Mstep: Class 16 contains 64392 members 
Mstep: Class 17 contains 1330 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10045 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301948.000000 Penalty: 14394.557617
Iteration 270Q: 25 clusters Score -2.530195e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36774 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43825 members 
Mstep: Class 16 contains 64382 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10046 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301940.000000 Penalty: 14394.557617
Iteration 271Q: 25 clusters Score -2.530194e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36815 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 245 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43851 members 
Mstep: Class 16 contains 64370 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 5259 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10047 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301912.000000 Penalty: 14394.557617
Iteration 272Q: 25 clusters Score -2.530191e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36856 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7945 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43877 members 
Mstep: Class 16 contains 64353 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 5255 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10047 members 
Mstep: Class 21 contains 924 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301998.000000 Penalty: 14394.557617
Iteration 273Q: 25 clusters Score -2.5302e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36893 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 5262 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43905 members 
Mstep: Class 16 contains 64339 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10047 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302068.000000 Penalty: 14394.557617
Iteration 274Q: 25 clusters Score -2.530207e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36933 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 244 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43931 members 
Mstep: Class 16 contains 64316 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10047 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302008.000000 Penalty: 14394.557617
Iteration 275Q: 25 clusters Score -2.530201e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 36967 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43957 members 
Mstep: Class 16 contains 64304 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 5250 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302000.000000 Penalty: 14394.557617
Iteration 276Q: 25 clusters Score -2.5302e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37010 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 43988 members 
Mstep: Class 16 contains 64296 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302002.000000 Penalty: 14394.557617
Iteration 277Q: 25 clusters Score -2.5302e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37047 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 5189 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44018 members 
Mstep: Class 16 contains 64281 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 5246 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302000.000000 Penalty: 14394.557617
Iteration 278Q: 25 clusters Score -2.5302e+07 nChanged 140
Entering ConstructFrom: 
Score: -25302000.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -114056.851562 Penalty: 353.275482
	Iteration 0F: 2 clusters Score -114056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112382.515625 Penalty: 706.550964
	Iteration 0F: 3 clusters Score -112382.5 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -113010.781250 Penalty: 706.550964
	Iteration 1F: 3 clusters Score -113010.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -113154.023438 Penalty: 706.550964
	Iteration 2F: 3 clusters Score -113154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -113285.976562 Penalty: 706.550964
	Iteration 3F: 3 clusters Score -113286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -113415.992188 Penalty: 706.550964
	Iteration 4F: 3 clusters Score -113416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -113559.679688 Penalty: 706.550964
	Iteration 5F: 3 clusters Score -113559.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113675.070312 Penalty: 706.550964
	Iteration 6Q: 3 clusters Score -113675.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113733.835938 Penalty: 706.550964
	Iteration 7Q: 3 clusters Score -113733.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -113773.414062 Penalty: 706.550964
	Iteration 8Q: 3 clusters Score -113773.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -113794.703125 Penalty: 706.550964
	Iteration 9Q: 3 clusters Score -113794.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113811.367188 Penalty: 706.550964
	Iteration 10Q: 3 clusters Score -113811.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -113822.515625 Penalty: 706.550964
	Iteration 11Q: 3 clusters Score -113822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113827.632812 Penalty: 706.550964
	Iteration 12Q: 3 clusters Score -113827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -113830.132812 Penalty: 706.550964
	Iteration 13Q: 3 clusters Score -113830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113831.117188 Penalty: 706.550964
	Iteration 14Q: 3 clusters Score -113831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -113831.421875 Penalty: 706.550964
	Iteration 15Q: 3 clusters Score -113831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113832.585938 Penalty: 706.550964
	Iteration 16Q: 3 clusters Score -113832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -113834.625000 Penalty: 706.550964
	Iteration 17Q: 3 clusters Score -113834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113835.140625 Penalty: 706.550964
	Iteration 18Q: 3 clusters Score -113835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -113834.820312 Penalty: 706.550964
	Iteration 19Q: 3 clusters Score -113834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -113834.820312 Penalty: 706.550964
	Iteration 20F: 3 clusters Score -113834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -28509.517578 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -28509.52 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 309 members 
Entering Unmasked Estep 
Score: -27936.769531 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -27936.77 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28065.623047 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -28065.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28102.257812 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -28102.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28125.921875 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -28125.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28142.455078 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -28142.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28149.031250 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -28149.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28155.736328 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -28155.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28173.003906 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -28173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28179.947266 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -28179.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28184.300781 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -28184.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28189.849609 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -28189.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28193.744141 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -28193.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28198.080078 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -28198.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28201.132812 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -28201.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28203.771484 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -28203.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28206.232422 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -28206.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28207.535156 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -28207.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28208.980469 Penalty: 583.922668
	Iteration 17Q: 3 clusters Score -28208.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28209.333984 Penalty: 583.922668
	Iteration 18Q: 3 clusters Score -28209.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28209.333984 Penalty: 583.922668
	Iteration 19F: 3 clusters Score -28209.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -149564.343750 Penalty: 364.198639
	Iteration 0F: 2 clusters Score -149564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -147483.546875 Penalty: 728.397278
	Iteration 0F: 3 clusters Score -147483.5 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -148253.234375 Penalty: 728.397278
	Iteration 1F: 3 clusters Score -148253.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -148349.296875 Penalty: 728.397278
	Iteration 2F: 3 clusters Score -148349.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -148417.031250 Penalty: 728.397278
	Iteration 3F: 3 clusters Score -148417 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -148472.515625 Penalty: 728.397278
	Iteration 4Q: 3 clusters Score -148472.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -148522.453125 Penalty: 728.397278
	Iteration 5Q: 3 clusters Score -148522.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -148578.828125 Penalty: 728.397278
	Iteration 6Q: 3 clusters Score -148578.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -148632.687500 Penalty: 728.397278
	Iteration 7Q: 3 clusters Score -148632.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -148706.328125 Penalty: 728.397278
	Iteration 8Q: 3 clusters Score -148706.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -148810.890625 Penalty: 728.397278
	Iteration 9Q: 3 clusters Score -148810.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -148919.687500 Penalty: 728.397278
	Iteration 10Q: 3 clusters Score -148919.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -148999.218750 Penalty: 728.397278
	Iteration 11Q: 3 clusters Score -148999.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -149040.484375 Penalty: 728.397278
	Iteration 12Q: 3 clusters Score -149040.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -149068.531250 Penalty: 728.397278
	Iteration 13Q: 3 clusters Score -149068.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -149085.875000 Penalty: 728.397278
	Iteration 14Q: 3 clusters Score -149085.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -149104.203125 Penalty: 728.397278
	Iteration 15Q: 3 clusters Score -149104.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -149117.296875 Penalty: 728.397278
	Iteration 16Q: 3 clusters Score -149117.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -149128.015625 Penalty: 728.397278
	Iteration 17Q: 3 clusters Score -149128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -149139.484375 Penalty: 728.397278
	Iteration 18Q: 3 clusters Score -149139.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -149149.796875 Penalty: 728.397278
	Iteration 19Q: 3 clusters Score -149149.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -149159.109375 Penalty: 728.397278
	Iteration 20F: 3 clusters Score -149159.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -149165.687500 Penalty: 728.397278
	Iteration 21Q: 3 clusters Score -149165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -149168.062500 Penalty: 728.397278
	Iteration 22Q: 3 clusters Score -149168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -149170.437500 Penalty: 728.397278
	Iteration 23Q: 3 clusters Score -149170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -149171.531250 Penalty: 728.397278
	Iteration 24Q: 3 clusters Score -149171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -149172.453125 Penalty: 728.397278
	Iteration 25Q: 3 clusters Score -149172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -149173.000000 Penalty: 728.397278
	Iteration 26Q: 3 clusters Score -149173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -149173.000000 Penalty: 728.397278
	Iteration 27F: 3 clusters Score -149173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14946.183594 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14946.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15046.430664 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15046.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15095.453125 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -15095.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15135.984375 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -15135.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15154.423828 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15154.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15161.630859 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15161.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15165.259766 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15165.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15169.513672 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15169.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15171.820312 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15171.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15174.238281 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -15174.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15176.594727 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -15176.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15177.955078 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -15177.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15181.759766 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -15181.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15195.739258 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -15195.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15228.657227 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -15228.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15356.782227 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -15356.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15411.227539 Penalty: 527.992737
	Iteration 16Q: 3 clusters Score -15411.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15414.881836 Penalty: 527.992737
	Iteration 17Q: 3 clusters Score -15414.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15414.881836 Penalty: 527.992737
	Iteration 18F: 3 clusters Score -15414.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 167 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 64260 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341053 members 
Mstep: Class 25 contains 164 members 
Entering Unmasked Estep 
Score: -25301826.000000 Penalty: 14994.331055
Splitting cluster 4 changes total score from -25302000.000000 to -25301826.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (37091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Entering Unmasked Estep 
Score: -1728790.875000 Penalty: 478.711395
	Iteration 0F: 2 clusters Score -1728791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1703941.375000 Penalty: 957.422791
	Iteration 0F: 3 clusters Score -1703941 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1714789.250000 Penalty: 957.422791
	Iteration 1F: 3 clusters Score -1714789 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1715536.500000 Penalty: 957.422791
	Iteration 2Q: 3 clusters Score -1715536 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1716736.875000 Penalty: 957.422791
	Iteration 3F: 3 clusters Score -1716737 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -1718546.625000 Penalty: 957.422791
	Iteration 4F: 3 clusters Score -1718547 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1720810.375000 Penalty: 957.422791
	Iteration 5F: 3 clusters Score -1720810 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -1722559.875000 Penalty: 957.422791
	Iteration 6F: 3 clusters Score -1722560 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -1723515.500000 Penalty: 957.422791
	Iteration 7Q: 3 clusters Score -1723516 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -1724104.500000 Penalty: 957.422791
	Iteration 8Q: 3 clusters Score -1724104 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -1724588.125000 Penalty: 957.422791
	Iteration 9Q: 3 clusters Score -1724588 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -1725084.125000 Penalty: 957.422791
	Iteration 10Q: 3 clusters Score -1725084 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -1725579.500000 Penalty: 957.422791
	Iteration 11Q: 3 clusters Score -1725580 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -1726050.250000 Penalty: 957.422791
	Iteration 12Q: 3 clusters Score -1726050 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -1726531.625000 Penalty: 957.422791
	Iteration 13Q: 3 clusters Score -1726532 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -1726975.375000 Penalty: 957.422791
	Iteration 14Q: 3 clusters Score -1726975 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -1727386.750000 Penalty: 957.422791
	Iteration 15Q: 3 clusters Score -1727387 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -1727719.750000 Penalty: 957.422791
	Iteration 16Q: 3 clusters Score -1727720 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -1727961.000000 Penalty: 957.422791
	Iteration 17Q: 3 clusters Score -1727961 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -1728135.375000 Penalty: 957.422791
	Iteration 18Q: 3 clusters Score -1728135 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -1728266.250000 Penalty: 957.422791
	Iteration 19Q: 3 clusters Score -1728266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -1728365.250000 Penalty: 957.422791
	Iteration 20F: 3 clusters Score -1728365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -1728463.250000 Penalty: 957.422791
	Iteration 21Q: 3 clusters Score -1728463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -1728506.125000 Penalty: 957.422791
	Iteration 22Q: 3 clusters Score -1728506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -1728516.375000 Penalty: 957.422791
	Iteration 23Q: 3 clusters Score -1728516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -1728521.125000 Penalty: 957.422791
	Iteration 24Q: 3 clusters Score -1728521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -1728521.875000 Penalty: 957.422791
	Iteration 25Q: 3 clusters Score -1728522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -1728524.000000 Penalty: 957.422791
	Iteration 26Q: 3 clusters Score -1728524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -1728523.250000 Penalty: 957.422791
	Iteration 27Q: 3 clusters Score -1728523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -1728528.375000 Penalty: 957.422791
	Iteration 28Q: 3 clusters Score -1728528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -1728529.250000 Penalty: 957.422791
	Iteration 29Q: 3 clusters Score -1728529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -1728529.500000 Penalty: 957.422791
	Iteration 30Q: 3 clusters Score -1728530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -1728529.125000 Penalty: 957.422791
	Iteration 31Q: 3 clusters Score -1728529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -1728529.125000 Penalty: 957.422791
	Iteration 32F: 3 clusters Score -1728529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8704.031250 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8704.031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8814.231445 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8814.231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8857.531250 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8857.531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8896.957031 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -8896.957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8913.564453 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8913.564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8918.279297 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8918.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8921.887695 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8921.888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8925.906250 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8925.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8925.906250 Penalty: 489.150330
	Iteration 8F: 3 clusters Score -8925.906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -7974.118652 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -7974.119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7693.040527 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -7693.041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7759.311523 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -7759.312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7773.374512 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -7773.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7784.888184 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -7784.888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7793.868164 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -7793.868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7800.675781 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -7800.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7804.955078 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -7804.955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7813.704102 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -7813.704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7816.373535 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -7816.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7832.142578 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -7832.143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7836.002930 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -7836.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7836.002930 Penalty: 481.232300
	Iteration 11F: 3 clusters Score -7836.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -410650.781250 Penalty: 408.620758
	Iteration 0F: 2 clusters Score -410650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -405323.343750 Penalty: 817.241516
	Iteration 0F: 3 clusters Score -405323.3 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -407531.125000 Penalty: 817.241516
	Iteration 1F: 3 clusters Score -407531.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -407864.968750 Penalty: 817.241516
	Iteration 2F: 3 clusters Score -407865 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -408343.125000 Penalty: 817.241516
	Iteration 3F: 3 clusters Score -408343.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -408928.093750 Penalty: 817.241516
	Iteration 4F: 3 clusters Score -408928.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -409518.375000 Penalty: 817.241516
	Iteration 5F: 3 clusters Score -409518.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -409859.218750 Penalty: 817.241516
	Iteration 6F: 3 clusters Score -409859.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -410001.500000 Penalty: 817.241516
	Iteration 7Q: 3 clusters Score -410001.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -410083.218750 Penalty: 817.241516
	Iteration 8Q: 3 clusters Score -410083.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -410149.187500 Penalty: 817.241516
	Iteration 9Q: 3 clusters Score -410149.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -410195.781250 Penalty: 817.241516
	Iteration 10Q: 3 clusters Score -410195.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -410226.062500 Penalty: 817.241516
	Iteration 11Q: 3 clusters Score -410226.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -410251.625000 Penalty: 817.241516
	Iteration 12Q: 3 clusters Score -410251.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -410264.031250 Penalty: 817.241516
	Iteration 13Q: 3 clusters Score -410264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -410278.906250 Penalty: 817.241516
	Iteration 14Q: 3 clusters Score -410278.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -410292.500000 Penalty: 817.241516
	Iteration 15Q: 3 clusters Score -410292.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -410305.156250 Penalty: 817.241516
	Iteration 16Q: 3 clusters Score -410305.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -410311.125000 Penalty: 817.241516
	Iteration 17Q: 3 clusters Score -410311.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -410318.468750 Penalty: 817.241516
	Iteration 18Q: 3 clusters Score -410318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -410322.250000 Penalty: 817.241516
	Iteration 19Q: 3 clusters Score -410322.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -410327.531250 Penalty: 817.241516
	Iteration 20F: 3 clusters Score -410327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -410328.125000 Penalty: 817.241516
	Iteration 21Q: 3 clusters Score -410328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -410329.656250 Penalty: 817.241516
	Iteration 22Q: 3 clusters Score -410329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -410330.312500 Penalty: 817.241516
	Iteration 23Q: 3 clusters Score -410330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -410331.062500 Penalty: 817.241516
	Iteration 24Q: 3 clusters Score -410331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -410332.250000 Penalty: 817.241516
	Iteration 25Q: 3 clusters Score -410332.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -410333.468750 Penalty: 817.241516
	Iteration 26Q: 3 clusters Score -410333.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -410334.843750 Penalty: 817.241516
	Iteration 27Q: 3 clusters Score -410334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -410335.187500 Penalty: 817.241516
	Iteration 28Q: 3 clusters Score -410335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -410336.937500 Penalty: 817.241516
	Iteration 29Q: 3 clusters Score -410336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -410340.718750 Penalty: 817.241516
	Iteration 30Q: 3 clusters Score -410340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -410340.093750 Penalty: 817.241516
	Iteration 31Q: 3 clusters Score -410340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -410340.843750 Penalty: 817.241516
	Iteration 32Q: 3 clusters Score -410340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -410343.375000 Penalty: 817.241516
	Iteration 33Q: 3 clusters Score -410343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -410343.125000 Penalty: 817.241516
	Iteration 34Q: 3 clusters Score -410343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -410343.375000 Penalty: 817.241516
	Iteration 35Q: 3 clusters Score -410343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -410343.750000 Penalty: 817.241516
	Iteration 36Q: 3 clusters Score -410343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -410343.750000 Penalty: 817.241516
	Iteration 37F: 3 clusters Score -410343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -10960.352539 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -10960.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10652.036133 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -10652.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10699.691406 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -10699.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10715.976562 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -10715.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10719.804688 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -10719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10720.569336 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -10720.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10721.805664 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -10721.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10722.437500 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -10722.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10723.583008 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -10723.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10724.619141 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -10724.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10727.510742 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -10727.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10731.885742 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -10731.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10733.807617 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -10733.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10735.019531 Penalty: 498.738159
	Iteration 12Q: 3 clusters Score -10735.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10735.509766 Penalty: 498.738159
	Iteration 13Q: 3 clusters Score -10735.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10735.509766 Penalty: 498.738159
	Iteration 14F: 3 clusters Score -10735.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -182837.640625 Penalty: 374.052826
	Iteration 0F: 2 clusters Score -182837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -180350.843750 Penalty: 748.105652
	Iteration 0F: 3 clusters Score -180350.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -181287.828125 Penalty: 748.105652
	Iteration 1F: 3 clusters Score -181287.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -181502.843750 Penalty: 748.105652
	Iteration 2F: 3 clusters Score -181502.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -181736.640625 Penalty: 748.105652
	Iteration 3F: 3 clusters Score -181736.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -181908.250000 Penalty: 748.105652
	Iteration 4F: 3 clusters Score -181908.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -182035.078125 Penalty: 748.105652
	Iteration 5F: 3 clusters Score -182035.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -182122.421875 Penalty: 748.105652
	Iteration 6Q: 3 clusters Score -182122.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -182210.406250 Penalty: 748.105652
	Iteration 7Q: 3 clusters Score -182210.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -182301.562500 Penalty: 748.105652
	Iteration 8Q: 3 clusters Score -182301.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -182378.546875 Penalty: 748.105652
	Iteration 9Q: 3 clusters Score -182378.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -182452.703125 Penalty: 748.105652
	Iteration 10Q: 3 clusters Score -182452.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -182533.281250 Penalty: 748.105652
	Iteration 11Q: 3 clusters Score -182533.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -182576.609375 Penalty: 748.105652
	Iteration 12Q: 3 clusters Score -182576.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -182604.843750 Penalty: 748.105652
	Iteration 13Q: 3 clusters Score -182604.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -182622.500000 Penalty: 748.105652
	Iteration 14Q: 3 clusters Score -182622.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -182642.906250 Penalty: 748.105652
	Iteration 15Q: 3 clusters Score -182642.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -182657.093750 Penalty: 748.105652
	Iteration 16Q: 3 clusters Score -182657.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -182662.906250 Penalty: 748.105652
	Iteration 17Q: 3 clusters Score -182662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -182665.171875 Penalty: 748.105652
	Iteration 18Q: 3 clusters Score -182665.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -182667.234375 Penalty: 748.105652
	Iteration 19Q: 3 clusters Score -182667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -182667.484375 Penalty: 748.105652
	Iteration 20F: 3 clusters Score -182667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -182667.796875 Penalty: 748.105652
	Iteration 21Q: 3 clusters Score -182667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -182667.890625 Penalty: 748.105652
	Iteration 22Q: 3 clusters Score -182667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -182667.953125 Penalty: 748.105652
	Iteration 23Q: 3 clusters Score -182668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -182668.171875 Penalty: 748.105652
	Iteration 24Q: 3 clusters Score -182668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -182668.421875 Penalty: 748.105652
	Iteration 25Q: 3 clusters Score -182668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -182668.625000 Penalty: 748.105652
	Iteration 26Q: 3 clusters Score -182668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -182668.625000 Penalty: 748.105652
	Iteration 27F: 3 clusters Score -182668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -259882.046875 Penalty: 389.115143
	Iteration 0F: 2 clusters Score -259882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -256408.390625 Penalty: 778.230286
	Iteration 0F: 3 clusters Score -256408.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -257591.359375 Penalty: 778.230286
	Iteration 1F: 3 clusters Score -257591.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -257680.328125 Penalty: 778.230286
	Iteration 2Q: 3 clusters Score -257680.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -257796.125000 Penalty: 778.230286
	Iteration 3Q: 3 clusters Score -257796.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -257967.343750 Penalty: 778.230286
	Iteration 4F: 3 clusters Score -257967.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -258247.406250 Penalty: 778.230286
	Iteration 5F: 3 clusters Score -258247.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258639.437500 Penalty: 778.230286
	Iteration 6F: 3 clusters Score -258639.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -259070.125000 Penalty: 778.230286
	Iteration 7F: 3 clusters Score -259070.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -259349.921875 Penalty: 778.230286
	Iteration 8Q: 3 clusters Score -259349.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -259471.015625 Penalty: 778.230286
	Iteration 9Q: 3 clusters Score -259471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -259513.015625 Penalty: 778.230286
	Iteration 10Q: 3 clusters Score -259513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -259528.984375 Penalty: 778.230286
	Iteration 11Q: 3 clusters Score -259529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -259538.500000 Penalty: 778.230286
	Iteration 12Q: 3 clusters Score -259538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -259542.515625 Penalty: 778.230286
	Iteration 13Q: 3 clusters Score -259542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -259542.515625 Penalty: 778.230286
	Iteration 14Q: 3 clusters Score -259542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -259542.515625 Penalty: 778.230286
	Iteration 15F: 3 clusters Score -259542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 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 347 members 
Entering Unmasked Estep 
Score: -31619.246094 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31619.25 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -31764.761719 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31764.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31794.437500 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31794.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31811.212891 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31811.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31828.482422 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31828.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31843.896484 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -31850.599609 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31860.880859 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31860.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31872.052734 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31872.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -31878.095703 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31880.992188 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31880.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -31883.134766 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31883.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31886.025391 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31886.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -31887.625000 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31887.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31889.544922 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31889.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31892.576172 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31892.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31895.123047 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31895.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31900.814453 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31900.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31909.185547 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31909.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31918.917969 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -31918.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31926.738281 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -31926.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31931.048828 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -31931.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31932.517578 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -31932.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31935.490234 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -31935.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31936.652344 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -31936.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31937.449219 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -31937.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31938.787109 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -31938.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31941.007812 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -31941.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31944.857422 Penalty: 594.309875
	Iteration 28Q: 3 clusters Score -31944.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31949.134766 Penalty: 594.309875
	Iteration 29Q: 3 clusters Score -31949.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31954.564453 Penalty: 594.309875
	Iteration 30Q: 3 clusters Score -31954.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31956.775391 Penalty: 594.309875
	Iteration 31Q: 3 clusters Score -31956.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31958.308594 Penalty: 594.309875
	Iteration 32Q: 3 clusters Score -31958.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31958.519531 Penalty: 594.309875
	Iteration 33Q: 3 clusters Score -31958.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31958.773438 Penalty: 594.309875
	Iteration 34Q: 3 clusters Score -31958.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31958.773438 Penalty: 594.309875
	Iteration 35F: 3 clusters Score -31958.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32005.425781 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32005.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31458.017578 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31458.02 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31577.439453 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31577.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31602.628906 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31602.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31621.214844 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -31621.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31627.974609 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31627.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31633.451172 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31633.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31637.814453 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31637.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31642.250000 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31642.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31648.169922 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31648.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31654.228516 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31654.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31665.820312 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31665.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31674.083984 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31674.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31684.640625 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31684.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31691.552734 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31691.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31699.439453 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31699.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31707.964844 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31707.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31712.806641 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -31712.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31714.279297 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -31714.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31714.777344 Penalty: 577.293152
	Iteration 18Q: 3 clusters Score -31714.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31715.009766 Penalty: 577.293152
	Iteration 19Q: 3 clusters Score -31715.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31715.009766 Penalty: 577.293152
	Iteration 20F: 3 clusters Score -31715.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10964.454102 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10964.45 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11058.063477 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11058.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11077.124023 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11077.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11087.080078 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11087.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11090.758789 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11090.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11096.272461 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11096.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11102.392578 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11102.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11105.449219 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -11105.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11105.449219 Penalty: 506.371338
	Iteration 8F: 3 clusters Score -11105.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Entering Unmasked Estep 
Score: -2257704.500000 Penalty: 486.536224
	Iteration 0F: 2 clusters Score -2257704 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 22171 members 
Entering Unmasked Estep 
Score: -2228130.250000 Penalty: 973.072449
	Iteration 0F: 3 clusters Score -2228130 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2240423.250000 Penalty: 973.072449
	Iteration 1F: 3 clusters Score -2240423 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2241302.750000 Penalty: 973.072449
	Iteration 2Q: 3 clusters Score -2241303 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -2242844.000000 Penalty: 973.072449
	Iteration 3F: 3 clusters Score -2242844 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2245325.750000 Penalty: 973.072449
	Iteration 4F: 3 clusters Score -2245326 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -2248295.000000 Penalty: 973.072449
	Iteration 5F: 3 clusters Score -2248295 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -2251022.250000 Penalty: 973.072449
	Iteration 6F: 3 clusters Score -2251022 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -2252952.000000 Penalty: 973.072449
	Iteration 7F: 3 clusters Score -2252952 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -2254298.000000 Penalty: 973.072449
	Iteration 8Q: 3 clusters Score -2254298 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -2255199.750000 Penalty: 973.072449
	Iteration 9Q: 3 clusters Score -2255200 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -2255826.250000 Penalty: 973.072449
	Iteration 10Q: 3 clusters Score -2255826 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -2256319.000000 Penalty: 973.072449
	Iteration 11Q: 3 clusters Score -2256319 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -2256678.750000 Penalty: 973.072449
	Iteration 12Q: 3 clusters Score -2256679 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -2256913.500000 Penalty: 973.072449
	Iteration 13Q: 3 clusters Score -2256914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -2257034.500000 Penalty: 973.072449
	Iteration 14Q: 3 clusters Score -2257034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -2257106.500000 Penalty: 973.072449
	Iteration 15Q: 3 clusters Score -2257106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -2257162.500000 Penalty: 973.072449
	Iteration 16Q: 3 clusters Score -2257162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -2257189.500000 Penalty: 973.072449
	Iteration 17Q: 3 clusters Score -2257190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -2257214.500000 Penalty: 973.072449
	Iteration 18Q: 3 clusters Score -2257214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -2257232.750000 Penalty: 973.072449
	Iteration 19Q: 3 clusters Score -2257233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -2257247.250000 Penalty: 973.072449
	Iteration 20F: 3 clusters Score -2257247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -2257262.500000 Penalty: 973.072449
	Iteration 21Q: 3 clusters Score -2257262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -2257274.750000 Penalty: 973.072449
	Iteration 22Q: 3 clusters Score -2257275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -2257279.750000 Penalty: 973.072449
	Iteration 23Q: 3 clusters Score -2257280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -2257285.500000 Penalty: 973.072449
	Iteration 24Q: 3 clusters Score -2257286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -2257288.250000 Penalty: 973.072449
	Iteration 25Q: 3 clusters Score -2257288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -2257286.250000 Penalty: 973.072449
	Iteration 26Q: 3 clusters Score -2257286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -2257290.000000 Penalty: 973.072449
	Iteration 27Q: 3 clusters Score -2257290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -2257288.500000 Penalty: 973.072449
	Iteration 28Q: 3 clusters Score -2257288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -2257290.250000 Penalty: 973.072449
	Iteration 29Q: 3 clusters Score -2257290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -2257291.750000 Penalty: 973.072449
	Iteration 30Q: 3 clusters Score -2257292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -2257291.750000 Penalty: 973.072449
	Iteration 31F: 3 clusters Score -2257292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Entering Unmasked Estep 
Score: -3274238.750000 Penalty: 503.716522
	Iteration 0F: 2 clusters Score -3274239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3231192.500000 Penalty: 1007.433044
	Iteration 0F: 3 clusters Score -3231192 nChanged 31209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3251711.500000 Penalty: 1007.433044
	Iteration 1F: 3 clusters Score -3251712 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3255111.000000 Penalty: 1007.433044
	Iteration 2F: 3 clusters Score -3255111 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3259959.250000 Penalty: 1007.433044
	Iteration 3F: 3 clusters Score -3259959 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3265196.250000 Penalty: 1007.433044
	Iteration 4F: 3 clusters Score -3265196 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3268382.000000 Penalty: 1007.433044
	Iteration 5F: 3 clusters Score -3268382 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3269614.250000 Penalty: 1007.433044
	Iteration 6Q: 3 clusters Score -3269614 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3270061.500000 Penalty: 1007.433044
	Iteration 7Q: 3 clusters Score -3270062 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3270399.500000 Penalty: 1007.433044
	Iteration 8Q: 3 clusters Score -3270400 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3270619.750000 Penalty: 1007.433044
	Iteration 9Q: 3 clusters Score -3270620 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3270827.000000 Penalty: 1007.433044
	Iteration 10Q: 3 clusters Score -3270827 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3270998.000000 Penalty: 1007.433044
	Iteration 11Q: 3 clusters Score -3270998 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3271180.500000 Penalty: 1007.433044
	Iteration 12Q: 3 clusters Score -3271180 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3271332.250000 Penalty: 1007.433044
	Iteration 13Q: 3 clusters Score -3271332 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3271473.500000 Penalty: 1007.433044
	Iteration 14Q: 3 clusters Score -3271474 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3271589.000000 Penalty: 1007.433044
	Iteration 15Q: 3 clusters Score -3271589 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3271752.000000 Penalty: 1007.433044
	Iteration 16Q: 3 clusters Score -3271752 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3271898.500000 Penalty: 1007.433044
	Iteration 17Q: 3 clusters Score -3271898 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3272028.000000 Penalty: 1007.433044
	Iteration 18Q: 3 clusters Score -3272028 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3272176.750000 Penalty: 1007.433044
	Iteration 19Q: 3 clusters Score -3272177 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3272315.250000 Penalty: 1007.433044
	Iteration 20F: 3 clusters Score -3272315 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -3272412.250000 Penalty: 1007.433044
	Iteration 21Q: 3 clusters Score -3272412 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3272533.500000 Penalty: 1007.433044
	Iteration 22Q: 3 clusters Score -3272534 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3272625.750000 Penalty: 1007.433044
	Iteration 23Q: 3 clusters Score -3272626 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3272742.500000 Penalty: 1007.433044
	Iteration 24Q: 3 clusters Score -3272742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3272837.000000 Penalty: 1007.433044
	Iteration 25Q: 3 clusters Score -3272837 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3272938.000000 Penalty: 1007.433044
	Iteration 26Q: 3 clusters Score -3272938 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3273020.000000 Penalty: 1007.433044
	Iteration 27Q: 3 clusters Score -3273020 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3273096.500000 Penalty: 1007.433044
	Iteration 28Q: 3 clusters Score -3273096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3273174.250000 Penalty: 1007.433044
	Iteration 29Q: 3 clusters Score -3273174 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3273235.500000 Penalty: 1007.433044
	Iteration 30Q: 3 clusters Score -3273236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3273288.500000 Penalty: 1007.433044
	Iteration 31Q: 3 clusters Score -3273288 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3273334.500000 Penalty: 1007.433044
	Iteration 32Q: 3 clusters Score -3273334 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3273384.000000 Penalty: 1007.433044
	Iteration 33Q: 3 clusters Score -3273384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3273423.250000 Penalty: 1007.433044
	Iteration 34Q: 3 clusters Score -3273423 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3273465.750000 Penalty: 1007.433044
	Iteration 35Q: 3 clusters Score -3273466 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3273492.250000 Penalty: 1007.433044
	Iteration 36Q: 3 clusters Score -3273492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3273531.000000 Penalty: 1007.433044
	Iteration 37Q: 3 clusters Score -3273531 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3273558.750000 Penalty: 1007.433044
	Iteration 38Q: 3 clusters Score -3273559 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3273581.250000 Penalty: 1007.433044
	Iteration 39Q: 3 clusters Score -3273581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3273599.250000 Penalty: 1007.433044
	Iteration 40F: 3 clusters Score -3273599 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3273633.250000 Penalty: 1007.433044
	Iteration 41Q: 3 clusters Score -3273633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3273655.750000 Penalty: 1007.433044
	Iteration 42Q: 3 clusters Score -3273656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3273665.250000 Penalty: 1007.433044
	Iteration 43Q: 3 clusters Score -3273665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3273682.750000 Penalty: 1007.433044
	Iteration 44Q: 3 clusters Score -3273683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3273702.250000 Penalty: 1007.433044
	Iteration 45Q: 3 clusters Score -3273702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3273717.500000 Penalty: 1007.433044
	Iteration 46Q: 3 clusters Score -3273718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3273748.000000 Penalty: 1007.433044
	Iteration 47Q: 3 clusters Score -3273748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3273762.500000 Penalty: 1007.433044
	Iteration 48Q: 3 clusters Score -3273762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3273778.500000 Penalty: 1007.433044
	Iteration 49Q: 3 clusters Score -3273778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3273787.250000 Penalty: 1007.433044
	Iteration 50Q: 3 clusters Score -3273787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3273800.000000 Penalty: 1007.433044
	Iteration 51Q: 3 clusters Score -3273800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3273802.250000 Penalty: 1007.433044
	Iteration 52Q: 3 clusters Score -3273802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3273803.500000 Penalty: 1007.433044
	Iteration 53Q: 3 clusters Score -3273804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3273813.250000 Penalty: 1007.433044
	Iteration 54Q: 3 clusters Score -3273813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3273823.750000 Penalty: 1007.433044
	Iteration 55Q: 3 clusters Score -3273824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3273825.500000 Penalty: 1007.433044
	Iteration 56Q: 3 clusters Score -3273826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3273835.500000 Penalty: 1007.433044
	Iteration 57Q: 3 clusters Score -3273836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3273840.500000 Penalty: 1007.433044
	Iteration 58Q: 3 clusters Score -3273840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3273836.250000 Penalty: 1007.433044
	Iteration 59Q: 3 clusters Score -3273836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3273840.500000 Penalty: 1007.433044
	Iteration 60F: 3 clusters Score -3273840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3273839.750000 Penalty: 1007.433044
	Iteration 61Q: 3 clusters Score -3273840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3273840.750000 Penalty: 1007.433044
	Iteration 62Q: 3 clusters Score -3273841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3273843.000000 Penalty: 1007.433044
	Iteration 63Q: 3 clusters Score -3273843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3273847.750000 Penalty: 1007.433044
	Iteration 64Q: 3 clusters Score -3273848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3273849.500000 Penalty: 1007.433044
	Iteration 65Q: 3 clusters Score -3273850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3273857.250000 Penalty: 1007.433044
	Iteration 66Q: 3 clusters Score -3273857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3273859.500000 Penalty: 1007.433044
	Iteration 67Q: 3 clusters Score -3273860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3273862.250000 Penalty: 1007.433044
	Iteration 68Q: 3 clusters Score -3273862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3273860.500000 Penalty: 1007.433044
	Iteration 69Q: 3 clusters Score -3273860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3273859.000000 Penalty: 1007.433044
	Iteration 70Q: 3 clusters Score -3273859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3273860.500000 Penalty: 1007.433044
	Iteration 71Q: 3 clusters Score -3273860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3273865.250000 Penalty: 1007.433044
	Iteration 72Q: 3 clusters Score -3273865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3273861.000000 Penalty: 1007.433044
	Iteration 73Q: 3 clusters Score -3273861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3273862.000000 Penalty: 1007.433044
	Iteration 74Q: 3 clusters Score -3273862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3273863.750000 Penalty: 1007.433044
	Iteration 75Q: 3 clusters Score -3273864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3273863.500000 Penalty: 1007.433044
	Iteration 76Q: 3 clusters Score -3273864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3273862.750000 Penalty: 1007.433044
	Iteration 77Q: 3 clusters Score -3273863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3273862.750000 Penalty: 1007.433044
	Iteration 78F: 3 clusters Score -3273863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -60908.253906 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -60908.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59920.363281 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -59920.36 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60203.453125 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -60203.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60273.082031 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -60273.08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60320.128906 Penalty: 650.069214
	Iteration 3F: 3 clusters Score -60320.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -60347.062500 Penalty: 650.069214
	Iteration 4Q: 3 clusters Score -60347.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60365.117188 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -60365.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -60376.171875 Penalty: 650.069214
	Iteration 6Q: 3 clusters Score -60376.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -60382.906250 Penalty: 650.069214
	Iteration 7Q: 3 clusters Score -60382.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60386.878906 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -60386.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60391.226562 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -60391.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60398.316406 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -60398.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -60403.589844 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -60403.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -60407.421875 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -60407.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -60413.843750 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -60413.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -60422.062500 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -60422.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -60431.417969 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -60431.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -60438.386719 Penalty: 650.069214
	Iteration 16Q: 3 clusters Score -60438.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -60445.320312 Penalty: 650.069214
	Iteration 17Q: 3 clusters Score -60445.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -60453.300781 Penalty: 650.069214
	Iteration 18Q: 3 clusters Score -60453.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -60463.878906 Penalty: 650.069214
	Iteration 19Q: 3 clusters Score -60463.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -60473.734375 Penalty: 650.069214
	Iteration 20F: 3 clusters Score -60473.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60479.480469 Penalty: 650.069214
	Iteration 21Q: 3 clusters Score -60479.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60483.574219 Penalty: 650.069214
	Iteration 22Q: 3 clusters Score -60483.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60485.511719 Penalty: 650.069214
	Iteration 23Q: 3 clusters Score -60485.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60490.074219 Penalty: 650.069214
	Iteration 24Q: 3 clusters Score -60490.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60495.800781 Penalty: 650.069214
	Iteration 25Q: 3 clusters Score -60495.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60503.480469 Penalty: 650.069214
	Iteration 26Q: 3 clusters Score -60503.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60510.644531 Penalty: 650.069214
	Iteration 27Q: 3 clusters Score -60510.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60522.445312 Penalty: 650.069214
	Iteration 28Q: 3 clusters Score -60522.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -60533.183594 Penalty: 650.069214
	Iteration 29Q: 3 clusters Score -60533.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60537.804688 Penalty: 650.069214
	Iteration 30Q: 3 clusters Score -60537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -60542.410156 Penalty: 650.069214
	Iteration 31Q: 3 clusters Score -60542.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -60547.082031 Penalty: 650.069214
	Iteration 32Q: 3 clusters Score -60547.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60549.546875 Penalty: 650.069214
	Iteration 33Q: 3 clusters Score -60549.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -60551.136719 Penalty: 650.069214
	Iteration 34Q: 3 clusters Score -60551.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60551.777344 Penalty: 650.069214
	Iteration 35Q: 3 clusters Score -60551.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -60553.121094 Penalty: 650.069214
	Iteration 36Q: 3 clusters Score -60553.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -60553.855469 Penalty: 650.069214
	Iteration 37Q: 3 clusters Score -60553.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60554.242188 Penalty: 650.069214
	Iteration 38Q: 3 clusters Score -60554.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -60554.566406 Penalty: 650.069214
	Iteration 39Q: 3 clusters Score -60554.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60554.863281 Penalty: 650.069214
	Iteration 40F: 3 clusters Score -60554.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60555.945312 Penalty: 650.069214
	Iteration 41Q: 3 clusters Score -60555.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60558.097656 Penalty: 650.069214
	Iteration 42Q: 3 clusters Score -60558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60560.488281 Penalty: 650.069214
	Iteration 43Q: 3 clusters Score -60560.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60561.628906 Penalty: 650.069214
	Iteration 44Q: 3 clusters Score -60561.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60562.925781 Penalty: 650.069214
	Iteration 45Q: 3 clusters Score -60562.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60563.460938 Penalty: 650.069214
	Iteration 46Q: 3 clusters Score -60563.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60564.742188 Penalty: 650.069214
	Iteration 47Q: 3 clusters Score -60564.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60565.554688 Penalty: 650.069214
	Iteration 48Q: 3 clusters Score -60565.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60565.937500 Penalty: 650.069214
	Iteration 49Q: 3 clusters Score -60565.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60565.937500 Penalty: 650.069214
	Iteration 50F: 3 clusters Score -60565.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -238360.078125 Penalty: 389.674164
	Iteration 0F: 2 clusters Score -238360.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -234795.875000 Penalty: 779.348328
	Iteration 0F: 3 clusters Score -234795.9 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -236313.593750 Penalty: 779.348328
	Iteration 1F: 3 clusters Score -236313.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -236635.578125 Penalty: 779.348328
	Iteration 2F: 3 clusters Score -236635.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236938.765625 Penalty: 779.348328
	Iteration 3F: 3 clusters Score -236938.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -237218.109375 Penalty: 779.348328
	Iteration 4F: 3 clusters Score -237218.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237448.578125 Penalty: 779.348328
	Iteration 5Q: 3 clusters Score -237448.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237664.703125 Penalty: 779.348328
	Iteration 6Q: 3 clusters Score -237664.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -237870.421875 Penalty: 779.348328
	Iteration 7Q: 3 clusters Score -237870.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -237997.234375 Penalty: 779.348328
	Iteration 8Q: 3 clusters Score -237997.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -238046.890625 Penalty: 779.348328
	Iteration 9Q: 3 clusters Score -238046.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -238070.656250 Penalty: 779.348328
	Iteration 10Q: 3 clusters Score -238070.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -238084.515625 Penalty: 779.348328
	Iteration 11Q: 3 clusters Score -238084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238089.453125 Penalty: 779.348328
	Iteration 12Q: 3 clusters Score -238089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -238092.250000 Penalty: 779.348328
	Iteration 13Q: 3 clusters Score -238092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -238095.218750 Penalty: 779.348328
	Iteration 14Q: 3 clusters Score -238095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -238096.484375 Penalty: 779.348328
	Iteration 15Q: 3 clusters Score -238096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -238097.156250 Penalty: 779.348328
	Iteration 16Q: 3 clusters Score -238097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -238097.640625 Penalty: 779.348328
	Iteration 17Q: 3 clusters Score -238097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -238098.218750 Penalty: 779.348328
	Iteration 18Q: 3 clusters Score -238098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -238098.953125 Penalty: 779.348328
	Iteration 19Q: 3 clusters Score -238099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -238099.625000 Penalty: 779.348328
	Iteration 20F: 3 clusters Score -238099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -238099.703125 Penalty: 779.348328
	Iteration 21Q: 3 clusters Score -238099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -238099.906250 Penalty: 779.348328
	Iteration 22Q: 3 clusters Score -238099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -238101.312500 Penalty: 779.348328
	Iteration 23Q: 3 clusters Score -238101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -238103.671875 Penalty: 779.348328
	Iteration 24Q: 3 clusters Score -238103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -238104.234375 Penalty: 779.348328
	Iteration 25Q: 3 clusters Score -238104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -238105.671875 Penalty: 779.348328
	Iteration 26Q: 3 clusters Score -238105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -238106.859375 Penalty: 779.348328
	Iteration 27Q: 3 clusters Score -238106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -238107.609375 Penalty: 779.348328
	Iteration 28Q: 3 clusters Score -238107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -238108.234375 Penalty: 779.348328
	Iteration 29Q: 3 clusters Score -238108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -238107.984375 Penalty: 779.348328
	Iteration 30Q: 3 clusters Score -238108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -238108.468750 Penalty: 779.348328
	Iteration 31Q: 3 clusters Score -238108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -238109.281250 Penalty: 779.348328
	Iteration 32Q: 3 clusters Score -238109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -238109.484375 Penalty: 779.348328
	Iteration 33Q: 3 clusters Score -238109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -238109.515625 Penalty: 779.348328
	Iteration 34Q: 3 clusters Score -238109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -238109.515625 Penalty: 779.348328
	Iteration 35F: 3 clusters Score -238109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -16153.091797 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -16153.09 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 180 members 
Entering Unmasked Estep 
Score: -15773.125000 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -15773.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15859.878906 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -15859.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15879.920898 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -15879.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15887.085938 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -15887.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15895.780273 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -15895.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15906.542969 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -15906.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15910.566406 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -15910.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15912.741211 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -15912.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15913.008789 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -15913.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15914.223633 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -15914.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15915.606445 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -15915.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15916.866211 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -15916.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15917.736328 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -15917.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15919.706055 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -15919.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15919.962891 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -15919.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15919.962891 Penalty: 530.701294
	Iteration 15F: 3 clusters Score -15919.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Entering Unmasked Estep 
Score: -522372.531250 Penalty: 419.292877
	Iteration 0F: 2 clusters Score -522372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -515728.437500 Penalty: 838.585754
	Iteration 0F: 3 clusters Score -515728.4 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -518328.812500 Penalty: 838.585754
	Iteration 1F: 3 clusters Score -518328.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -518588.843750 Penalty: 838.585754
	Iteration 2F: 3 clusters Score -518588.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -518952.843750 Penalty: 838.585754
	Iteration 3F: 3 clusters Score -518952.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -519521.187500 Penalty: 838.585754
	Iteration 4F: 3 clusters Score -519521.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -520303.031250 Penalty: 838.585754
	Iteration 5F: 3 clusters Score -520303 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -521050.218750 Penalty: 838.585754
	Iteration 6F: 3 clusters Score -521050.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -521345.656250 Penalty: 838.585754
	Iteration 7F: 3 clusters Score -521345.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -521439.843750 Penalty: 838.585754
	Iteration 8Q: 3 clusters Score -521439.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -521495.812500 Penalty: 838.585754
	Iteration 9Q: 3 clusters Score -521495.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -521555.218750 Penalty: 838.585754
	Iteration 10Q: 3 clusters Score -521555.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -521608.125000 Penalty: 838.585754
	Iteration 11Q: 3 clusters Score -521608.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -521646.656250 Penalty: 838.585754
	Iteration 12Q: 3 clusters Score -521646.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -521687.218750 Penalty: 838.585754
	Iteration 13Q: 3 clusters Score -521687.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -521723.156250 Penalty: 838.585754
	Iteration 14Q: 3 clusters Score -521723.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -521760.750000 Penalty: 838.585754
	Iteration 15Q: 3 clusters Score -521760.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -521799.375000 Penalty: 838.585754
	Iteration 16Q: 3 clusters Score -521799.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -521835.562500 Penalty: 838.585754
	Iteration 17Q: 3 clusters Score -521835.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -521873.187500 Penalty: 838.585754
	Iteration 18Q: 3 clusters Score -521873.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -521909.718750 Penalty: 838.585754
	Iteration 19Q: 3 clusters Score -521909.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521943.656250 Penalty: 838.585754
	Iteration 20F: 3 clusters Score -521943.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -521968.625000 Penalty: 838.585754
	Iteration 21Q: 3 clusters Score -521968.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -521987.437500 Penalty: 838.585754
	Iteration 22Q: 3 clusters Score -521987.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -522005.781250 Penalty: 838.585754
	Iteration 23Q: 3 clusters Score -522005.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -522022.656250 Penalty: 838.585754
	Iteration 24Q: 3 clusters Score -522022.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -522032.312500 Penalty: 838.585754
	Iteration 25Q: 3 clusters Score -522032.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -522039.500000 Penalty: 838.585754
	Iteration 26Q: 3 clusters Score -522039.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -522043.625000 Penalty: 838.585754
	Iteration 27Q: 3 clusters Score -522043.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -522047.968750 Penalty: 838.585754
	Iteration 28Q: 3 clusters Score -522048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -522053.312500 Penalty: 838.585754
	Iteration 29Q: 3 clusters Score -522053.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -522060.062500 Penalty: 838.585754
	Iteration 30Q: 3 clusters Score -522060.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -522062.781250 Penalty: 838.585754
	Iteration 31Q: 3 clusters Score -522062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -522065.531250 Penalty: 838.585754
	Iteration 32Q: 3 clusters Score -522065.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -522070.593750 Penalty: 838.585754
	Iteration 33Q: 3 clusters Score -522070.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -522072.593750 Penalty: 838.585754
	Iteration 34Q: 3 clusters Score -522072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -522075.250000 Penalty: 838.585754
	Iteration 35Q: 3 clusters Score -522075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -522076.718750 Penalty: 838.585754
	Iteration 36Q: 3 clusters Score -522076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -522076.531250 Penalty: 838.585754
	Iteration 37Q: 3 clusters Score -522076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -522077.968750 Penalty: 838.585754
	Iteration 38Q: 3 clusters Score -522078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -522079.718750 Penalty: 838.585754
	Iteration 39Q: 3 clusters Score -522079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -522080.312500 Penalty: 838.585754
	Iteration 40F: 3 clusters Score -522080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -522080.187500 Penalty: 838.585754
	Iteration 41Q: 3 clusters Score -522080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -522081.937500 Penalty: 838.585754
	Iteration 42Q: 3 clusters Score -522081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -522082.375000 Penalty: 838.585754
	Iteration 43Q: 3 clusters Score -522082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -522084.062500 Penalty: 838.585754
	Iteration 44Q: 3 clusters Score -522084.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -522088.812500 Penalty: 838.585754
	Iteration 45Q: 3 clusters Score -522088.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -522093.468750 Penalty: 838.585754
	Iteration 46Q: 3 clusters Score -522093.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -522094.468750 Penalty: 838.585754
	Iteration 47Q: 3 clusters Score -522094.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -522097.187500 Penalty: 838.585754
	Iteration 48Q: 3 clusters Score -522097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -522099.218750 Penalty: 838.585754
	Iteration 49Q: 3 clusters Score -522099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -522100.968750 Penalty: 838.585754
	Iteration 50Q: 3 clusters Score -522101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -522102.656250 Penalty: 838.585754
	Iteration 51Q: 3 clusters Score -522102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -522103.906250 Penalty: 838.585754
	Iteration 52Q: 3 clusters Score -522103.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -522107.343750 Penalty: 838.585754
	Iteration 53Q: 3 clusters Score -522107.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -522110.656250 Penalty: 838.585754
	Iteration 54Q: 3 clusters Score -522110.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -522113.625000 Penalty: 838.585754
	Iteration 55Q: 3 clusters Score -522113.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -522116.437500 Penalty: 838.585754
	Iteration 56Q: 3 clusters Score -522116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -522119.343750 Penalty: 838.585754
	Iteration 57Q: 3 clusters Score -522119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -522121.312500 Penalty: 838.585754
	Iteration 58Q: 3 clusters Score -522121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -522123.343750 Penalty: 838.585754
	Iteration 59Q: 3 clusters Score -522123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -522122.531250 Penalty: 838.585754
	Iteration 60F: 3 clusters Score -522122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -522123.093750 Penalty: 838.585754
	Iteration 61Q: 3 clusters Score -522123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -522124.187500 Penalty: 838.585754
	Iteration 62Q: 3 clusters Score -522124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -522124.218750 Penalty: 838.585754
	Iteration 63Q: 3 clusters Score -522124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -522124.468750 Penalty: 838.585754
	Iteration 64Q: 3 clusters Score -522124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -522124.968750 Penalty: 838.585754
	Iteration 65Q: 3 clusters Score -522125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -522126.687500 Penalty: 838.585754
	Iteration 66Q: 3 clusters Score -522126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -522126.343750 Penalty: 838.585754
	Iteration 67Q: 3 clusters Score -522126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -522127.281250 Penalty: 838.585754
	Iteration 68Q: 3 clusters Score -522127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -522128.125000 Penalty: 838.585754
	Iteration 69Q: 3 clusters Score -522128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -522127.125000 Penalty: 838.585754
	Iteration 70Q: 3 clusters Score -522127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -522126.656250 Penalty: 838.585754
	Iteration 71Q: 3 clusters Score -522126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -522126.656250 Penalty: 838.585754
	Iteration 72F: 3 clusters Score -522126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -39847.457031 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -39847.46 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 444 members 
Entering Unmasked Estep 
Score: -39095.902344 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -39095.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39336.062500 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -39336.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -39447.621094 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -39447.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -39523.941406 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -39523.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -39578.375000 Penalty: 620.720764
	Iteration 4F: 3 clusters Score -39578.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39626.339844 Penalty: 620.720764
	Iteration 5F: 3 clusters Score -39626.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39656.574219 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -39656.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -39678.714844 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -39678.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -39699.785156 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -39699.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -39713.152344 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -39713.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -39721.617188 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -39721.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -39722.683594 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -39722.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -39722.980469 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -39722.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39723.121094 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -39723.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39723.121094 Penalty: 620.720764
	Iteration 14F: 3 clusters Score -39723.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5761.664062 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5761.664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5815.875000 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5815.875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5840.790527 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -5840.791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5864.248047 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -5864.248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5897.605469 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5897.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5908.380371 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5908.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5921.963867 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5921.964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5927.146973 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5927.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5933.228516 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -5933.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5934.924805 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -5934.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5934.924805 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -5934.925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 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 455 members 
Entering Unmasked Estep 
Score: -42166.074219 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42166.07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42527.820312 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42527.82 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42686.664062 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42686.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42821.921875 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42821.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42927.351562 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -42927.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42987.027344 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -42987.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43023.011719 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -43023.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43056.285156 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -43056.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43069.867188 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -43069.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43074.777344 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -43074.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43077.914062 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -43077.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43078.726562 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -43078.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43078.726562 Penalty: 621.116882
	Iteration 12F: 3 clusters Score -43078.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 64260 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 341053 members 
Mstep: Class 25 contains 165 members 
Entering Unmasked Estep 
Score: -25301942.000000 Penalty: 14994.331055
Splitting cluster 23 changes total score from -25302000.000000 to -25301942.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (341053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341053 members 
Entering Unmasked Estep 
Score: -16564343.000000 Penalty: 579.660583
	Iteration 0F: 2 clusters Score -1.656434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170645 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -16355770.000000 Penalty: 1159.321167
	Iteration 0F: 3 clusters Score -1.635577e+07 nChanged 168574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185155 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -16460942.000000 Penalty: 1159.321167
	Iteration 1F: 3 clusters Score -1.646094e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 147089 members 
Entering Unmasked Estep 
Score: -16465924.000000 Penalty: 1159.321167
	Iteration 2Q: 3 clusters Score -1.646592e+07 nChanged 17879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206699 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -16474133.000000 Penalty: 1159.321167
	Iteration 3F: 3 clusters Score -1.647413e+07 nChanged 21496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223921 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -16488570.000000 Penalty: 1159.321167
	Iteration 4F: 3 clusters Score -1.648857e+07 nChanged 23493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243498 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -16509571.000000 Penalty: 1159.321167
	Iteration 5F: 3 clusters Score -1.650957e+07 nChanged 22255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260845 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -16531998.000000 Penalty: 1159.321167
	Iteration 6F: 3 clusters Score -1.6532e+07 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271869 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -16544774.000000 Penalty: 1159.321167
	Iteration 7F: 3 clusters Score -1.654477e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279129 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -16550095.000000 Penalty: 1159.321167
	Iteration 8Q: 3 clusters Score -1.65501e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285143 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -16552148.000000 Penalty: 1159.321167
	Iteration 9Q: 3 clusters Score -1.655215e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290476 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -16553354.000000 Penalty: 1159.321167
	Iteration 10Q: 3 clusters Score -1.655335e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295299 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -16554753.000000 Penalty: 1159.321167
	Iteration 11Q: 3 clusters Score -1.655475e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299623 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -16555837.000000 Penalty: 1159.321167
	Iteration 12Q: 3 clusters Score -1.655584e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303497 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -16556609.000000 Penalty: 1159.321167
	Iteration 13Q: 3 clusters Score -1.655661e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306993 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -16557397.000000 Penalty: 1159.321167
	Iteration 14Q: 3 clusters Score -1.65574e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310359 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -16558119.000000 Penalty: 1159.321167
	Iteration 15Q: 3 clusters Score -1.655812e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313610 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -16558747.000000 Penalty: 1159.321167
	Iteration 16Q: 3 clusters Score -1.655875e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316683 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -16559587.000000 Penalty: 1159.321167
	Iteration 17Q: 3 clusters Score -1.655959e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319716 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -16560742.000000 Penalty: 1159.321167
	Iteration 18Q: 3 clusters Score -1.656074e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322750 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -16561885.000000 Penalty: 1159.321167
	Iteration 19Q: 3 clusters Score -1.656188e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325656 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -16562782.000000 Penalty: 1159.321167
	Iteration 20F: 3 clusters Score -1.656278e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328465 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -16563893.000000 Penalty: 1159.321167
	Iteration 21Q: 3 clusters Score -1.656389e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330965 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -16564790.000000 Penalty: 1159.321167
	Iteration 22Q: 3 clusters Score -1.656479e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333081 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -16565645.000000 Penalty: 1159.321167
	Iteration 23Q: 3 clusters Score -1.656564e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334831 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -16565659.000000 Penalty: 1159.321167
	Iteration 24Q: 3 clusters Score -1.656566e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336224 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -16565401.000000 Penalty: 1159.321167
	Iteration 25Q: 3 clusters Score -1.65654e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337279 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -16565243.000000 Penalty: 1159.321167
	Iteration 26Q: 3 clusters Score -1.656524e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338093 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16564985.000000 Penalty: 1159.321167
	Iteration 27Q: 3 clusters Score -1.656498e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338714 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -16564905.000000 Penalty: 1159.321167
	Iteration 28Q: 3 clusters Score -1.65649e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339177 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -16564806.000000 Penalty: 1159.321167
	Iteration 29Q: 3 clusters Score -1.656481e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339525 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -16564667.000000 Penalty: 1159.321167
	Iteration 30Q: 3 clusters Score -1.656467e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339755 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -16564607.000000 Penalty: 1159.321167
	Iteration 31Q: 3 clusters Score -1.656461e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339912 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16564550.000000 Penalty: 1159.321167
	Iteration 32Q: 3 clusters Score -1.656455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340028 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16564464.000000 Penalty: 1159.321167
	Iteration 33Q: 3 clusters Score -1.656446e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340122 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16564422.000000 Penalty: 1159.321167
	Iteration 34Q: 3 clusters Score -1.656442e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340183 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16564387.000000 Penalty: 1159.321167
	Iteration 35Q: 3 clusters Score -1.656439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340229 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16564342.000000 Penalty: 1159.321167
	Iteration 36Q: 3 clusters Score -1.656434e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340272 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16564336.000000 Penalty: 1159.321167
	Iteration 37Q: 3 clusters Score -1.656434e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340319 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16564321.000000 Penalty: 1159.321167
	Iteration 38Q: 3 clusters Score -1.656432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340354 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16564300.000000 Penalty: 1159.321167
	Iteration 39Q: 3 clusters Score -1.65643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340383 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16564299.000000 Penalty: 1159.321167
	Iteration 40F: 3 clusters Score -1.65643e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340418 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16564278.000000 Penalty: 1159.321167
	Iteration 41Q: 3 clusters Score -1.656428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340451 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16564249.000000 Penalty: 1159.321167
	Iteration 42Q: 3 clusters Score -1.656425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340474 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16564234.000000 Penalty: 1159.321167
	Iteration 43Q: 3 clusters Score -1.656423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340491 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16564226.000000 Penalty: 1159.321167
	Iteration 44Q: 3 clusters Score -1.656423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340506 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16564228.000000 Penalty: 1159.321167
	Iteration 45Q: 3 clusters Score -1.656423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340515 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16564233.000000 Penalty: 1159.321167
	Iteration 46Q: 3 clusters Score -1.656423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16564221.000000 Penalty: 1159.321167
	Iteration 47Q: 3 clusters Score -1.656422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340538 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16564216.000000 Penalty: 1159.321167
	Iteration 48Q: 3 clusters Score -1.656422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340546 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -16564208.000000 Penalty: 1159.321167
	Iteration 49Q: 3 clusters Score -1.656421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340550 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16564196.000000 Penalty: 1159.321167
	Iteration 50Q: 3 clusters Score -1.65642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340553 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16564182.000000 Penalty: 1159.321167
	Iteration 51Q: 3 clusters Score -1.656418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340558 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16564187.000000 Penalty: 1159.321167
	Iteration 52Q: 3 clusters Score -1.656419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340566 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16564197.000000 Penalty: 1159.321167
	Iteration 53Q: 3 clusters Score -1.65642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340571 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16564196.000000 Penalty: 1159.321167
	Iteration 54Q: 3 clusters Score -1.65642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340579 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16564186.000000 Penalty: 1159.321167
	Iteration 55Q: 3 clusters Score -1.656419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16564176.000000 Penalty: 1159.321167
	Iteration 56Q: 3 clusters Score -1.656418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340602 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16564175.000000 Penalty: 1159.321167
	Iteration 57Q: 3 clusters Score -1.656418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340607 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16564164.000000 Penalty: 1159.321167
	Iteration 58Q: 3 clusters Score -1.656416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340607 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16564167.000000 Penalty: 1159.321167
	Iteration 59Q: 3 clusters Score -1.656417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340610 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16564183.000000 Penalty: 1159.321167
	Iteration 60F: 3 clusters Score -1.656418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340614 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16564186.000000 Penalty: 1159.321167
	Iteration 61Q: 3 clusters Score -1.656419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340618 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -16564173.000000 Penalty: 1159.321167
	Iteration 62Q: 3 clusters Score -1.656417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16564178.000000 Penalty: 1159.321167
	Iteration 63Q: 3 clusters Score -1.656418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340630 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16564170.000000 Penalty: 1159.321167
	Iteration 64Q: 3 clusters Score -1.656417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16564174.000000 Penalty: 1159.321167
	Iteration 65Q: 3 clusters Score -1.656417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16564172.000000 Penalty: 1159.321167
	Iteration 66Q: 3 clusters Score -1.656417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16564171.000000 Penalty: 1159.321167
	Iteration 67Q: 3 clusters Score -1.656417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340644 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16564171.000000 Penalty: 1159.321167
	Iteration 68Q: 3 clusters Score -1.656417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340654 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16564168.000000 Penalty: 1159.321167
	Iteration 69Q: 3 clusters Score -1.656417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340664 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16564164.000000 Penalty: 1159.321167
	Iteration 70Q: 3 clusters Score -1.656416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340674 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16564149.000000 Penalty: 1159.321167
	Iteration 71Q: 3 clusters Score -1.656415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340684 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16564136.000000 Penalty: 1159.321167
	Iteration 72Q: 3 clusters Score -1.656414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340689 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16564126.000000 Penalty: 1159.321167
	Iteration 73Q: 3 clusters Score -1.656413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340694 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16564116.000000 Penalty: 1159.321167
	Iteration 74Q: 3 clusters Score -1.656412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340701 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16564122.000000 Penalty: 1159.321167
	Iteration 75Q: 3 clusters Score -1.656412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340708 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16564121.000000 Penalty: 1159.321167
	Iteration 76Q: 3 clusters Score -1.656412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340715 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16564126.000000 Penalty: 1159.321167
	Iteration 77Q: 3 clusters Score -1.656413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340716 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16564116.000000 Penalty: 1159.321167
	Iteration 78Q: 3 clusters Score -1.656412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340719 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16564119.000000 Penalty: 1159.321167
	Iteration 79Q: 3 clusters Score -1.656412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340720 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -16564125.000000 Penalty: 1159.321167
	Iteration 80F: 3 clusters Score -1.656412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340722 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16564130.000000 Penalty: 1159.321167
	Iteration 81Q: 3 clusters Score -1.656413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340722 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16564129.000000 Penalty: 1159.321167
	Iteration 82Q: 3 clusters Score -1.656413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340723 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16564119.000000 Penalty: 1159.321167
	Iteration 83Q: 3 clusters Score -1.656412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340724 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16564125.000000 Penalty: 1159.321167
	Iteration 84Q: 3 clusters Score -1.656412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340724 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16564125.000000 Penalty: 1159.321167
	Iteration 85F: 3 clusters Score -1.656412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 64260 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302082.000000 Penalty: 14394.557617
Iteration 279Q: 25 clusters Score -2.530208e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37130 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 5165 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 64229 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302090.000000 Penalty: 14394.557617
Iteration 280F: 25 clusters Score -2.530209e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37166 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44097 members 
Mstep: Class 16 contains 64202 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10050 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302090.000000 Penalty: 14394.557617
Iteration 281Q: 25 clusters Score -2.530209e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37199 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 5139 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44112 members 
Mstep: Class 16 contains 64177 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302094.000000 Penalty: 14394.557617
Iteration 282Q: 25 clusters Score -2.530209e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37230 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44134 members 
Mstep: Class 16 contains 64152 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302118.000000 Penalty: 14394.557617
Iteration 283Q: 25 clusters Score -2.530212e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37244 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 5123 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44149 members 
Mstep: Class 16 contains 64133 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302074.000000 Penalty: 14394.557617
Iteration 284Q: 25 clusters Score -2.530207e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37251 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44168 members 
Mstep: Class 16 contains 64121 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302018.000000 Penalty: 14394.557617
Iteration 285Q: 25 clusters Score -2.530202e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37260 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 5102 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44186 members 
Mstep: Class 16 contains 64111 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302012.000000 Penalty: 14394.557617
Iteration 286Q: 25 clusters Score -2.530201e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37266 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 5092 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44197 members 
Mstep: Class 16 contains 64105 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302026.000000 Penalty: 14394.557617
Iteration 287Q: 25 clusters Score -2.530203e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37273 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7950 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3702 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44210 members 
Mstep: Class 16 contains 64093 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302030.000000 Penalty: 14394.557617
Iteration 288Q: 25 clusters Score -2.530203e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37285 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44221 members 
Mstep: Class 16 contains 64084 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302042.000000 Penalty: 14394.557617
Iteration 289Q: 25 clusters Score -2.530204e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37300 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 64079 members 
Mstep: Class 17 contains 1226 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302028.000000 Penalty: 14394.557617
Iteration 290Q: 25 clusters Score -2.530203e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37313 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7958 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 64070 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302048.000000 Penalty: 14394.557617
Iteration 291Q: 25 clusters Score -2.530205e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37334 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7963 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44247 members 
Mstep: Class 16 contains 64063 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302046.000000 Penalty: 14394.557617
Iteration 292Q: 25 clusters Score -2.530205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37350 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44260 members 
Mstep: Class 16 contains 64057 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302048.000000 Penalty: 14394.557617
Iteration 293Q: 25 clusters Score -2.530205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37369 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 5053 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 64048 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302082.000000 Penalty: 14394.557617
Iteration 294Q: 25 clusters Score -2.530208e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37385 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44297 members 
Mstep: Class 16 contains 64042 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302082.000000 Penalty: 14394.557617
Iteration 295Q: 25 clusters Score -2.530208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37397 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44313 members 
Mstep: Class 16 contains 64039 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302098.000000 Penalty: 14394.557617
Iteration 296Q: 25 clusters Score -2.53021e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37405 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44333 members 
Mstep: Class 16 contains 64038 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 915 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302144.000000 Penalty: 14394.557617
Iteration 297Q: 25 clusters Score -2.530214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37413 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44353 members 
Mstep: Class 16 contains 64035 members 
Mstep: Class 17 contains 1223 members 
Mstep: Class 18 contains 5201 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10054 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302150.000000 Penalty: 14394.557617
Iteration 298Q: 25 clusters Score -2.530215e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37429 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 5051 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44373 members 
Mstep: Class 16 contains 64033 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10053 members 
Mstep: Class 21 contains 912 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302136.000000 Penalty: 14394.557617
Iteration 299Q: 25 clusters Score -2.530214e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37442 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 5047 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44390 members 
Mstep: Class 16 contains 64034 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10056 members 
Mstep: Class 21 contains 912 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 341002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302124.000000 Penalty: 14394.557617
Iteration 300F: 25 clusters Score -2.530212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37455 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44419 members 
Mstep: Class 16 contains 64032 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10059 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302154.000000 Penalty: 14394.557617
Iteration 301Q: 25 clusters Score -2.530215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37457 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44437 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10061 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302184.000000 Penalty: 14394.557617
Iteration 302Q: 25 clusters Score -2.530218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37465 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44452 members 
Mstep: Class 16 contains 64025 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10064 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302210.000000 Penalty: 14394.557617
Iteration 303Q: 25 clusters Score -2.530221e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37475 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44468 members 
Mstep: Class 16 contains 64025 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10064 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302206.000000 Penalty: 14394.557617
Iteration 304Q: 25 clusters Score -2.530221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37486 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44480 members 
Mstep: Class 16 contains 64026 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10065 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302222.000000 Penalty: 14394.557617
Iteration 305Q: 25 clusters Score -2.530222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37498 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44495 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 5204 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302248.000000 Penalty: 14394.557617
Iteration 306Q: 25 clusters Score -2.530225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37502 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 16 contains 64026 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10074 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302268.000000 Penalty: 14394.557617
Iteration 307Q: 25 clusters Score -2.530227e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37504 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7971 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44522 members 
Mstep: Class 16 contains 64027 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5208 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302274.000000 Penalty: 14394.557617
Iteration 308Q: 25 clusters Score -2.530227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37516 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7972 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44528 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 5209 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302272.000000 Penalty: 14394.557617
Iteration 309Q: 25 clusters Score -2.530227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37524 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44532 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302282.000000 Penalty: 14394.557617
Iteration 310Q: 25 clusters Score -2.530228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37538 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44537 members 
Mstep: Class 16 contains 64029 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10089 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302308.000000 Penalty: 14394.557617
Iteration 311Q: 25 clusters Score -2.530231e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37549 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44543 members 
Mstep: Class 16 contains 64028 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302284.000000 Penalty: 14394.557617
Iteration 312Q: 25 clusters Score -2.530228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37553 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 236 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44551 members 
Mstep: Class 16 contains 64025 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 5210 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10097 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302274.000000 Penalty: 14394.557617
Iteration 313Q: 25 clusters Score -2.530227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2731 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37555 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44563 members 
Mstep: Class 16 contains 64021 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302276.000000 Penalty: 14394.557617
Iteration 314Q: 25 clusters Score -2.530228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37554 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44576 members 
Mstep: Class 16 contains 64020 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 5213 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302316.000000 Penalty: 14394.557617
Iteration 315Q: 25 clusters Score -2.530232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37553 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 64016 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302332.000000 Penalty: 14394.557617
Iteration 316Q: 25 clusters Score -2.530233e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37553 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44603 members 
Mstep: Class 16 contains 64008 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302344.000000 Penalty: 14394.557617
Iteration 317Q: 25 clusters Score -2.530234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37548 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44615 members 
Mstep: Class 16 contains 63998 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302384.000000 Penalty: 14394.557617
Iteration 318Q: 25 clusters Score -2.530238e+07 nChanged 39
Entering ConstructFrom: 
Score: -25302384.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -113962.093750 Penalty: 353.236816
	Iteration 0F: 2 clusters Score -113962.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112299.585938 Penalty: 706.473633
	Iteration 0F: 3 clusters Score -112299.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -112879.164062 Penalty: 706.473633
	Iteration 1F: 3 clusters Score -112879.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -113002.898438 Penalty: 706.473633
	Iteration 2F: 3 clusters Score -113002.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -113124.843750 Penalty: 706.473633
	Iteration 3F: 3 clusters Score -113124.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -113253.648438 Penalty: 706.473633
	Iteration 4F: 3 clusters Score -113253.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -113357.921875 Penalty: 706.473633
	Iteration 5F: 3 clusters Score -113357.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -113425.046875 Penalty: 706.473633
	Iteration 6Q: 3 clusters Score -113425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -113461.562500 Penalty: 706.473633
	Iteration 7Q: 3 clusters Score -113461.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113493.429688 Penalty: 706.473633
	Iteration 8Q: 3 clusters Score -113493.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -113513.523438 Penalty: 706.473633
	Iteration 9Q: 3 clusters Score -113513.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -113529.835938 Penalty: 706.473633
	Iteration 10Q: 3 clusters Score -113529.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113542.242188 Penalty: 706.473633
	Iteration 11Q: 3 clusters Score -113542.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -113552.515625 Penalty: 706.473633
	Iteration 12Q: 3 clusters Score -113552.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113559.265625 Penalty: 706.473633
	Iteration 13Q: 3 clusters Score -113559.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113567.148438 Penalty: 706.473633
	Iteration 14Q: 3 clusters Score -113567.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113570.992188 Penalty: 706.473633
	Iteration 15Q: 3 clusters Score -113571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113572.382812 Penalty: 706.473633
	Iteration 16Q: 3 clusters Score -113572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113574.867188 Penalty: 706.473633
	Iteration 17Q: 3 clusters Score -113574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113577.953125 Penalty: 706.473633
	Iteration 18Q: 3 clusters Score -113578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113578.515625 Penalty: 706.473633
	Iteration 19Q: 3 clusters Score -113578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113579.460938 Penalty: 706.473633
	Iteration 20F: 3 clusters Score -113579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113580.085938 Penalty: 706.473633
	Iteration 21Q: 3 clusters Score -113580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113581.132812 Penalty: 706.473633
	Iteration 22Q: 3 clusters Score -113581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113581.890625 Penalty: 706.473633
	Iteration 23Q: 3 clusters Score -113581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113582.148438 Penalty: 706.473633
	Iteration 24Q: 3 clusters Score -113582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113582.617188 Penalty: 706.473633
	Iteration 25Q: 3 clusters Score -113582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113583.179688 Penalty: 706.473633
	Iteration 26Q: 3 clusters Score -113583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113583.882812 Penalty: 706.473633
	Iteration 27Q: 3 clusters Score -113583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113584.078125 Penalty: 706.473633
	Iteration 28Q: 3 clusters Score -113584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113584.195312 Penalty: 706.473633
	Iteration 29Q: 3 clusters Score -113584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113584.578125 Penalty: 706.473633
	Iteration 30Q: 3 clusters Score -113584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113584.937500 Penalty: 706.473633
	Iteration 31Q: 3 clusters Score -113584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113584.914062 Penalty: 706.473633
	Iteration 32Q: 3 clusters Score -113584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113585.515625 Penalty: 706.473633
	Iteration 33Q: 3 clusters Score -113585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113586.039062 Penalty: 706.473633
	Iteration 34Q: 3 clusters Score -113586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113586.554688 Penalty: 706.473633
	Iteration 35Q: 3 clusters Score -113586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113586.906250 Penalty: 706.473633
	Iteration 36Q: 3 clusters Score -113586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113586.937500 Penalty: 706.473633
	Iteration 37Q: 3 clusters Score -113586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113587.046875 Penalty: 706.473633
	Iteration 38Q: 3 clusters Score -113587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113587.046875 Penalty: 706.473633
	Iteration 39F: 3 clusters Score -113587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -28548.416016 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -28548.42 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 304 members 
Entering Unmasked Estep 
Score: -27989.625000 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -27989.62 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28157.093750 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -28157.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28204.312500 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -28204.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28228.660156 Penalty: 584.071228
	Iteration 3Q: 3 clusters Score -28228.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28240.876953 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -28240.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28251.517578 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -28251.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28261.787109 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -28261.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28266.753906 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -28266.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28268.812500 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -28268.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28269.292969 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -28269.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28269.478516 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -28269.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28269.478516 Penalty: 584.071228
	Iteration 11F: 3 clusters Score -28269.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -137737.406250 Penalty: 360.330719
	Iteration 0F: 2 clusters Score -137737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -135810.281250 Penalty: 720.661438
	Iteration 0F: 3 clusters Score -135810.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136453.500000 Penalty: 720.661438
	Iteration 1F: 3 clusters Score -136453.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -136529.140625 Penalty: 720.661438
	Iteration 2F: 3 clusters Score -136529.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -136602.546875 Penalty: 720.661438
	Iteration 3F: 3 clusters Score -136602.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -136678.531250 Penalty: 720.661438
	Iteration 4F: 3 clusters Score -136678.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -136764.921875 Penalty: 720.661438
	Iteration 5F: 3 clusters Score -136764.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136886.515625 Penalty: 720.661438
	Iteration 6F: 3 clusters Score -136886.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137012.640625 Penalty: 720.661438
	Iteration 7F: 3 clusters Score -137012.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137128.078125 Penalty: 720.661438
	Iteration 8F: 3 clusters Score -137128.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -137201.171875 Penalty: 720.661438
	Iteration 9Q: 3 clusters Score -137201.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -137251.328125 Penalty: 720.661438
	Iteration 10Q: 3 clusters Score -137251.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -137308.421875 Penalty: 720.661438
	Iteration 11Q: 3 clusters Score -137308.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -137351.046875 Penalty: 720.661438
	Iteration 12Q: 3 clusters Score -137351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -137381.312500 Penalty: 720.661438
	Iteration 13Q: 3 clusters Score -137381.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -137398.000000 Penalty: 720.661438
	Iteration 14Q: 3 clusters Score -137398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -137418.046875 Penalty: 720.661438
	Iteration 15Q: 3 clusters Score -137418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -137428.171875 Penalty: 720.661438
	Iteration 16Q: 3 clusters Score -137428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -137435.156250 Penalty: 720.661438
	Iteration 17Q: 3 clusters Score -137435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -137436.718750 Penalty: 720.661438
	Iteration 18Q: 3 clusters Score -137436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -137437.578125 Penalty: 720.661438
	Iteration 19Q: 3 clusters Score -137437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -137439.593750 Penalty: 720.661438
	Iteration 20F: 3 clusters Score -137439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -137441.625000 Penalty: 720.661438
	Iteration 21Q: 3 clusters Score -137441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -137441.921875 Penalty: 720.661438
	Iteration 22Q: 3 clusters Score -137441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -137444.000000 Penalty: 720.661438
	Iteration 23Q: 3 clusters Score -137444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -137444.000000 Penalty: 720.661438
	Iteration 24F: 3 clusters Score -137444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14952.449219 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14952.45 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15041.172852 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15041.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15056.308594 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -15056.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15062.225586 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -15062.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15067.245117 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15067.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15070.447266 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15070.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15072.358398 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15072.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15074.114258 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15074.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15075.664062 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15075.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15075.664062 Penalty: 527.992737
	Iteration 9F: 3 clusters Score -15075.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Entering Unmasked Estep 
Score: -1749632.125000 Penalty: 479.268585
	Iteration 0F: 2 clusters Score -1749632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1724495.625000 Penalty: 958.537170
	Iteration 0F: 3 clusters Score -1724496 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1735478.250000 Penalty: 958.537170
	Iteration 1F: 3 clusters Score -1735478 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1736733.625000 Penalty: 958.537170
	Iteration 2F: 3 clusters Score -1736734 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1739036.750000 Penalty: 958.537170
	Iteration 3F: 3 clusters Score -1739037 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1742411.000000 Penalty: 958.537170
	Iteration 4F: 3 clusters Score -1742411 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1745890.500000 Penalty: 958.537170
	Iteration 5F: 3 clusters Score -1745890 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1748045.125000 Penalty: 958.537170
	Iteration 6F: 3 clusters Score -1748045 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1748932.000000 Penalty: 958.537170
	Iteration 7Q: 3 clusters Score -1748932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1749191.500000 Penalty: 958.537170
	Iteration 8Q: 3 clusters Score -1749192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1749273.250000 Penalty: 958.537170
	Iteration 9Q: 3 clusters Score -1749273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1749322.000000 Penalty: 958.537170
	Iteration 10Q: 3 clusters Score -1749322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1749334.625000 Penalty: 958.537170
	Iteration 11Q: 3 clusters Score -1749335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1749342.250000 Penalty: 958.537170
	Iteration 12Q: 3 clusters Score -1749342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1749344.125000 Penalty: 958.537170
	Iteration 13Q: 3 clusters Score -1749344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1749343.000000 Penalty: 958.537170
	Iteration 14Q: 3 clusters Score -1749343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1749344.875000 Penalty: 958.537170
	Iteration 15Q: 3 clusters Score -1749345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1749346.125000 Penalty: 958.537170
	Iteration 16Q: 3 clusters Score -1749346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1749348.125000 Penalty: 958.537170
	Iteration 17Q: 3 clusters Score -1749348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1749347.500000 Penalty: 958.537170
	Iteration 18Q: 3 clusters Score -1749348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1749347.500000 Penalty: 958.537170
	Iteration 19F: 3 clusters Score -1749348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8708.169922 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8708.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8810.121094 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8810.121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8827.293945 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8827.294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8834.877930 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -8834.878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8836.975586 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8836.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8837.458984 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8837.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8837.458984 Penalty: 489.150330
	Iteration 6F: 3 clusters Score -8837.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -8057.182129 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -8057.182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7763.858398 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7763.858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7852.935059 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7852.935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7886.754883 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -7886.755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7892.106445 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7892.106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7894.757812 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7894.758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7895.412109 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7895.412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7895.412109 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -7895.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -411925.156250 Penalty: 408.763641
	Iteration 0F: 2 clusters Score -411925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -406548.093750 Penalty: 817.527283
	Iteration 0F: 3 clusters Score -406548.1 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -408608.937500 Penalty: 817.527283
	Iteration 1F: 3 clusters Score -408608.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -408775.187500 Penalty: 817.527283
	Iteration 2F: 3 clusters Score -408775.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -408981.875000 Penalty: 817.527283
	Iteration 3F: 3 clusters Score -408981.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -409299.906250 Penalty: 817.527283
	Iteration 4F: 3 clusters Score -409299.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -409814.000000 Penalty: 817.527283
	Iteration 5F: 3 clusters Score -409814 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -410397.218750 Penalty: 817.527283
	Iteration 6F: 3 clusters Score -410397.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -410878.593750 Penalty: 817.527283
	Iteration 7F: 3 clusters Score -410878.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -411174.843750 Penalty: 817.527283
	Iteration 8Q: 3 clusters Score -411174.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -411337.562500 Penalty: 817.527283
	Iteration 9Q: 3 clusters Score -411337.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -411437.218750 Penalty: 817.527283
	Iteration 10Q: 3 clusters Score -411437.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -411485.250000 Penalty: 817.527283
	Iteration 11Q: 3 clusters Score -411485.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -411511.156250 Penalty: 817.527283
	Iteration 12Q: 3 clusters Score -411511.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -411530.500000 Penalty: 817.527283
	Iteration 13Q: 3 clusters Score -411530.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -411553.593750 Penalty: 817.527283
	Iteration 14Q: 3 clusters Score -411553.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -411571.843750 Penalty: 817.527283
	Iteration 15Q: 3 clusters Score -411571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -411582.343750 Penalty: 817.527283
	Iteration 16Q: 3 clusters Score -411582.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -411596.437500 Penalty: 817.527283
	Iteration 17Q: 3 clusters Score -411596.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -411606.843750 Penalty: 817.527283
	Iteration 18Q: 3 clusters Score -411606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -411620.437500 Penalty: 817.527283
	Iteration 19Q: 3 clusters Score -411620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -411629.906250 Penalty: 817.527283
	Iteration 20F: 3 clusters Score -411629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -411636.375000 Penalty: 817.527283
	Iteration 21Q: 3 clusters Score -411636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -411639.843750 Penalty: 817.527283
	Iteration 22Q: 3 clusters Score -411639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -411641.562500 Penalty: 817.527283
	Iteration 23Q: 3 clusters Score -411641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -411641.437500 Penalty: 817.527283
	Iteration 24Q: 3 clusters Score -411641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -411643.562500 Penalty: 817.527283
	Iteration 25Q: 3 clusters Score -411643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -411643.656250 Penalty: 817.527283
	Iteration 26Q: 3 clusters Score -411643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -411644.062500 Penalty: 817.527283
	Iteration 27Q: 3 clusters Score -411644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -411644.062500 Penalty: 817.527283
	Iteration 28F: 3 clusters Score -411644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -10680.904297 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -10680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10364.428711 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -10364.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10410.070312 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -10410.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10421.824219 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -10421.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10432.024414 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -10432.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10443.877930 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -10443.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10447.709961 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -10447.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10449.126953 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -10449.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10449.126953 Penalty: 496.434235
	Iteration 7F: 3 clusters Score -10449.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -179015.250000 Penalty: 373.075592
	Iteration 0F: 2 clusters Score -179015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -176468.500000 Penalty: 746.151184
	Iteration 0F: 3 clusters Score -176468.5 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -177472.531250 Penalty: 746.151184
	Iteration 1F: 3 clusters Score -177472.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -177621.843750 Penalty: 746.151184
	Iteration 2F: 3 clusters Score -177621.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -177774.000000 Penalty: 746.151184
	Iteration 3F: 3 clusters Score -177774 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -177972.765625 Penalty: 746.151184
	Iteration 4F: 3 clusters Score -177972.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -178198.156250 Penalty: 746.151184
	Iteration 5F: 3 clusters Score -178198.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -178390.296875 Penalty: 746.151184
	Iteration 6F: 3 clusters Score -178390.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -178507.906250 Penalty: 746.151184
	Iteration 7Q: 3 clusters Score -178507.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -178585.203125 Penalty: 746.151184
	Iteration 8Q: 3 clusters Score -178585.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -178627.406250 Penalty: 746.151184
	Iteration 9Q: 3 clusters Score -178627.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -178657.234375 Penalty: 746.151184
	Iteration 10Q: 3 clusters Score -178657.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -178682.921875 Penalty: 746.151184
	Iteration 11Q: 3 clusters Score -178682.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -178706.562500 Penalty: 746.151184
	Iteration 12Q: 3 clusters Score -178706.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -178734.140625 Penalty: 746.151184
	Iteration 13Q: 3 clusters Score -178734.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -178763.562500 Penalty: 746.151184
	Iteration 14Q: 3 clusters Score -178763.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -178785.015625 Penalty: 746.151184
	Iteration 15Q: 3 clusters Score -178785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -178800.640625 Penalty: 746.151184
	Iteration 16Q: 3 clusters Score -178800.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -178812.578125 Penalty: 746.151184
	Iteration 17Q: 3 clusters Score -178812.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -178818.109375 Penalty: 746.151184
	Iteration 18Q: 3 clusters Score -178818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -178819.468750 Penalty: 746.151184
	Iteration 19Q: 3 clusters Score -178819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -178821.468750 Penalty: 746.151184
	Iteration 20F: 3 clusters Score -178821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -178821.500000 Penalty: 746.151184
	Iteration 21Q: 3 clusters Score -178821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -178822.031250 Penalty: 746.151184
	Iteration 22Q: 3 clusters Score -178822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -178822.234375 Penalty: 746.151184
	Iteration 23Q: 3 clusters Score -178822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -178822.156250 Penalty: 746.151184
	Iteration 24Q: 3 clusters Score -178822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -178822.156250 Penalty: 746.151184
	Iteration 25F: 3 clusters Score -178822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -251843.000000 Penalty: 387.641357
	Iteration 0F: 2 clusters Score -251843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -248421.125000 Penalty: 775.282715
	Iteration 0F: 3 clusters Score -248421.1 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -249670.000000 Penalty: 775.282715
	Iteration 1F: 3 clusters Score -249670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -249844.375000 Penalty: 775.282715
	Iteration 2F: 3 clusters Score -249844.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -250053.000000 Penalty: 775.282715
	Iteration 3F: 3 clusters Score -250053 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -250283.906250 Penalty: 775.282715
	Iteration 4F: 3 clusters Score -250283.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250559.781250 Penalty: 775.282715
	Iteration 5F: 3 clusters Score -250559.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -250851.906250 Penalty: 775.282715
	Iteration 6F: 3 clusters Score -250851.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -251128.609375 Penalty: 775.282715
	Iteration 7F: 3 clusters Score -251128.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -251314.765625 Penalty: 775.282715
	Iteration 8Q: 3 clusters Score -251314.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -251398.296875 Penalty: 775.282715
	Iteration 9Q: 3 clusters Score -251398.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -251443.765625 Penalty: 775.282715
	Iteration 10Q: 3 clusters Score -251443.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -251472.656250 Penalty: 775.282715
	Iteration 11Q: 3 clusters Score -251472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -251483.578125 Penalty: 775.282715
	Iteration 12Q: 3 clusters Score -251483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -251496.062500 Penalty: 775.282715
	Iteration 13Q: 3 clusters Score -251496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -251507.234375 Penalty: 775.282715
	Iteration 14Q: 3 clusters Score -251507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -251511.593750 Penalty: 775.282715
	Iteration 15Q: 3 clusters Score -251511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -251516.046875 Penalty: 775.282715
	Iteration 16Q: 3 clusters Score -251516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -251516.546875 Penalty: 775.282715
	Iteration 17Q: 3 clusters Score -251516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -251517.000000 Penalty: 775.282715
	Iteration 18Q: 3 clusters Score -251517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -251517.000000 Penalty: 775.282715
	Iteration 19F: 3 clusters Score -251517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31600.917969 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31600.92 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31741.425781 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31741.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31767.330078 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31767.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31783.105469 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31783.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31791.042969 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31791.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31799.093750 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31799.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31808.519531 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31808.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31816.736328 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31816.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31827.476562 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31827.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31837.080078 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31837.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31846.037109 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31846.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31854.208984 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31854.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31862.919922 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31862.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31868.890625 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31868.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31875.824219 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31875.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31881.541016 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31881.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31890.597656 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31890.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31903.742188 Penalty: 594.309875
	Iteration 17Q: 3 clusters Score -31903.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31912.488281 Penalty: 594.309875
	Iteration 18Q: 3 clusters Score -31912.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31919.292969 Penalty: 594.309875
	Iteration 19Q: 3 clusters Score -31919.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31928.296875 Penalty: 594.309875
	Iteration 20F: 3 clusters Score -31928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31939.191406 Penalty: 594.309875
	Iteration 21Q: 3 clusters Score -31939.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31946.080078 Penalty: 594.309875
	Iteration 22Q: 3 clusters Score -31946.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31950.308594 Penalty: 594.309875
	Iteration 23Q: 3 clusters Score -31950.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31956.939453 Penalty: 594.309875
	Iteration 24Q: 3 clusters Score -31956.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31960.962891 Penalty: 594.309875
	Iteration 25Q: 3 clusters Score -31960.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31966.187500 Penalty: 594.309875
	Iteration 26Q: 3 clusters Score -31966.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31971.113281 Penalty: 594.309875
	Iteration 27Q: 3 clusters Score -31971.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31973.746094 Penalty: 594.309875
	Iteration 28Q: 3 clusters Score -31973.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31974.691406 Penalty: 594.309875
	Iteration 29Q: 3 clusters Score -31974.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31975.029297 Penalty: 594.309875
	Iteration 30Q: 3 clusters Score -31975.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31975.029297 Penalty: 594.309875
	Iteration 31F: 3 clusters Score -31975.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32005.425781 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32005.43 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 289 members 
Entering Unmasked Estep 
Score: -31451.027344 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31451.03 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31557.808594 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31557.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31593.683594 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31593.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31612.078125 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -31612.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31625.990234 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31625.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31632.005859 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31632.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31636.773438 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31636.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31638.162109 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31638.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31638.458984 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31638.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31638.458984 Penalty: 577.293152
	Iteration 9F: 3 clusters Score -31638.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10965.787109 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10965.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11023.957031 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11023.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11038.839844 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11038.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11052.667969 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11052.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11058.134766 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11058.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11060.238281 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11060.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11060.918945 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11060.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11060.918945 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -11060.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -2286323.750000 Penalty: 487.123230
	Iteration 0F: 2 clusters Score -2286324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2256557.250000 Penalty: 974.246460
	Iteration 0F: 3 clusters Score -2256557 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2271556.000000 Penalty: 974.246460
	Iteration 1F: 3 clusters Score -2271556 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -2274749.500000 Penalty: 974.246460
	Iteration 2F: 3 clusters Score -2274750 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2278534.750000 Penalty: 974.246460
	Iteration 3F: 3 clusters Score -2278535 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2281593.750000 Penalty: 974.246460
	Iteration 4F: 3 clusters Score -2281594 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -2282875.750000 Penalty: 974.246460
	Iteration 5F: 3 clusters Score -2282876 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -2283272.750000 Penalty: 974.246460
	Iteration 6Q: 3 clusters Score -2283273 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -2283512.750000 Penalty: 974.246460
	Iteration 7Q: 3 clusters Score -2283513 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2283680.750000 Penalty: 974.246460
	Iteration 8Q: 3 clusters Score -2283681 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -2283847.750000 Penalty: 974.246460
	Iteration 9Q: 3 clusters Score -2283848 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -2283996.250000 Penalty: 974.246460
	Iteration 10Q: 3 clusters Score -2283996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -2284143.500000 Penalty: 974.246460
	Iteration 11Q: 3 clusters Score -2284144 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -2284298.750000 Penalty: 974.246460
	Iteration 12Q: 3 clusters Score -2284299 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -2284478.000000 Penalty: 974.246460
	Iteration 13Q: 3 clusters Score -2284478 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -2284624.250000 Penalty: 974.246460
	Iteration 14Q: 3 clusters Score -2284624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -2284752.750000 Penalty: 974.246460
	Iteration 15Q: 3 clusters Score -2284753 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -2284878.000000 Penalty: 974.246460
	Iteration 16Q: 3 clusters Score -2284878 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -2284983.250000 Penalty: 974.246460
	Iteration 17Q: 3 clusters Score -2284983 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -2285070.750000 Penalty: 974.246460
	Iteration 18Q: 3 clusters Score -2285071 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -2285154.500000 Penalty: 974.246460
	Iteration 19Q: 3 clusters Score -2285154 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -2285263.750000 Penalty: 974.246460
	Iteration 20F: 3 clusters Score -2285264 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -2285355.750000 Penalty: 974.246460
	Iteration 21Q: 3 clusters Score -2285356 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -2285434.000000 Penalty: 974.246460
	Iteration 22Q: 3 clusters Score -2285434 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -2285509.000000 Penalty: 974.246460
	Iteration 23Q: 3 clusters Score -2285509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -2285571.750000 Penalty: 974.246460
	Iteration 24Q: 3 clusters Score -2285572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -2285626.250000 Penalty: 974.246460
	Iteration 25Q: 3 clusters Score -2285626 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -2285688.750000 Penalty: 974.246460
	Iteration 26Q: 3 clusters Score -2285689 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -2285737.250000 Penalty: 974.246460
	Iteration 27Q: 3 clusters Score -2285737 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -2285784.750000 Penalty: 974.246460
	Iteration 28Q: 3 clusters Score -2285785 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -2285814.500000 Penalty: 974.246460
	Iteration 29Q: 3 clusters Score -2285814 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -2285855.000000 Penalty: 974.246460
	Iteration 30Q: 3 clusters Score -2285855 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2285882.750000 Penalty: 974.246460
	Iteration 31Q: 3 clusters Score -2285883 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -2285923.500000 Penalty: 974.246460
	Iteration 32Q: 3 clusters Score -2285924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -2285969.500000 Penalty: 974.246460
	Iteration 33Q: 3 clusters Score -2285970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -2286022.250000 Penalty: 974.246460
	Iteration 34Q: 3 clusters Score -2286022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -2286055.000000 Penalty: 974.246460
	Iteration 35Q: 3 clusters Score -2286055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -2286085.250000 Penalty: 974.246460
	Iteration 36Q: 3 clusters Score -2286085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -2286110.250000 Penalty: 974.246460
	Iteration 37Q: 3 clusters Score -2286110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -2286149.250000 Penalty: 974.246460
	Iteration 38Q: 3 clusters Score -2286149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -2286165.250000 Penalty: 974.246460
	Iteration 39Q: 3 clusters Score -2286165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -2286191.000000 Penalty: 974.246460
	Iteration 40F: 3 clusters Score -2286191 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -2286211.750000 Penalty: 974.246460
	Iteration 41Q: 3 clusters Score -2286212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -2286233.250000 Penalty: 974.246460
	Iteration 42Q: 3 clusters Score -2286233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -2286247.750000 Penalty: 974.246460
	Iteration 43Q: 3 clusters Score -2286248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -2286259.500000 Penalty: 974.246460
	Iteration 44Q: 3 clusters Score -2286260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -2286279.750000 Penalty: 974.246460
	Iteration 45Q: 3 clusters Score -2286280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -2286294.750000 Penalty: 974.246460
	Iteration 46Q: 3 clusters Score -2286295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -2286304.750000 Penalty: 974.246460
	Iteration 47Q: 3 clusters Score -2286305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -2286315.250000 Penalty: 974.246460
	Iteration 48Q: 3 clusters Score -2286315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -2286324.750000 Penalty: 974.246460
	Iteration 49Q: 3 clusters Score -2286325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -2286332.500000 Penalty: 974.246460
	Iteration 50Q: 3 clusters Score -2286332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -2286340.500000 Penalty: 974.246460
	Iteration 51Q: 3 clusters Score -2286340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -2286347.000000 Penalty: 974.246460
	Iteration 52Q: 3 clusters Score -2286347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -2286353.750000 Penalty: 974.246460
	Iteration 53Q: 3 clusters Score -2286354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -2286354.250000 Penalty: 974.246460
	Iteration 54Q: 3 clusters Score -2286354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -2286348.750000 Penalty: 974.246460
	Iteration 55Q: 3 clusters Score -2286349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -2286352.000000 Penalty: 974.246460
	Iteration 56Q: 3 clusters Score -2286352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -2286349.250000 Penalty: 974.246460
	Iteration 57Q: 3 clusters Score -2286349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -2286351.250000 Penalty: 974.246460
	Iteration 58Q: 3 clusters Score -2286351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -2286352.750000 Penalty: 974.246460
	Iteration 59Q: 3 clusters Score -2286353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -2286352.000000 Penalty: 974.246460
	Iteration 60F: 3 clusters Score -2286352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -2286353.500000 Penalty: 974.246460
	Iteration 61Q: 3 clusters Score -2286354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -2286357.000000 Penalty: 974.246460
	Iteration 62Q: 3 clusters Score -2286357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -2286360.000000 Penalty: 974.246460
	Iteration 63Q: 3 clusters Score -2286360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -2286361.500000 Penalty: 974.246460
	Iteration 64Q: 3 clusters Score -2286362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -2286358.500000 Penalty: 974.246460
	Iteration 65Q: 3 clusters Score -2286358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -2286358.250000 Penalty: 974.246460
	Iteration 66Q: 3 clusters Score -2286358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -2286357.750000 Penalty: 974.246460
	Iteration 67Q: 3 clusters Score -2286358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -2286360.750000 Penalty: 974.246460
	Iteration 68Q: 3 clusters Score -2286361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2286359.750000 Penalty: 974.246460
	Iteration 69Q: 3 clusters Score -2286360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2286359.750000 Penalty: 974.246460
	Iteration 70F: 3 clusters Score -2286360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37548 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 63994 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340757 members 
Mstep: Class 25 contains 43248 members 
Entering Unmasked Estep 
Score: -25302296.000000 Penalty: 14994.331055
Splitting cluster 15 changes total score from -25302384.000000 to -25302296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (63994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Entering Unmasked Estep 
Score: -3261061.750000 Penalty: 503.527771
	Iteration 0F: 2 clusters Score -3261062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3217959.250000 Penalty: 1007.055542
	Iteration 0F: 3 clusters Score -3217959 nChanged 31251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3236989.750000 Penalty: 1007.055542
	Iteration 1F: 3 clusters Score -3236990 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3238160.750000 Penalty: 1007.055542
	Iteration 2Q: 3 clusters Score -3238161 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3240152.500000 Penalty: 1007.055542
	Iteration 3F: 3 clusters Score -3240152 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3243278.250000 Penalty: 1007.055542
	Iteration 4F: 3 clusters Score -3243278 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3247466.000000 Penalty: 1007.055542
	Iteration 5F: 3 clusters Score -3247466 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3250781.500000 Penalty: 1007.055542
	Iteration 6F: 3 clusters Score -3250782 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3252175.500000 Penalty: 1007.055542
	Iteration 7Q: 3 clusters Score -3252176 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3252760.750000 Penalty: 1007.055542
	Iteration 8Q: 3 clusters Score -3252761 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3253151.250000 Penalty: 1007.055542
	Iteration 9Q: 3 clusters Score -3253151 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3253546.500000 Penalty: 1007.055542
	Iteration 10Q: 3 clusters Score -3253546 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3253957.000000 Penalty: 1007.055542
	Iteration 11Q: 3 clusters Score -3253957 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3254309.000000 Penalty: 1007.055542
	Iteration 12Q: 3 clusters Score -3254309 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3254691.250000 Penalty: 1007.055542
	Iteration 13Q: 3 clusters Score -3254691 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3255076.500000 Penalty: 1007.055542
	Iteration 14Q: 3 clusters Score -3255076 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3255398.750000 Penalty: 1007.055542
	Iteration 15Q: 3 clusters Score -3255399 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3255746.250000 Penalty: 1007.055542
	Iteration 16Q: 3 clusters Score -3255746 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3256063.500000 Penalty: 1007.055542
	Iteration 17Q: 3 clusters Score -3256064 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3256420.250000 Penalty: 1007.055542
	Iteration 18Q: 3 clusters Score -3256420 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3256755.750000 Penalty: 1007.055542
	Iteration 19Q: 3 clusters Score -3256756 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3257042.250000 Penalty: 1007.055542
	Iteration 20F: 3 clusters Score -3257042 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3257384.750000 Penalty: 1007.055542
	Iteration 21Q: 3 clusters Score -3257385 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3257705.750000 Penalty: 1007.055542
	Iteration 22Q: 3 clusters Score -3257706 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3258042.500000 Penalty: 1007.055542
	Iteration 23Q: 3 clusters Score -3258042 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3258372.500000 Penalty: 1007.055542
	Iteration 24Q: 3 clusters Score -3258372 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3258708.500000 Penalty: 1007.055542
	Iteration 25Q: 3 clusters Score -3258708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3258971.250000 Penalty: 1007.055542
	Iteration 26Q: 3 clusters Score -3258971 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3259188.500000 Penalty: 1007.055542
	Iteration 27Q: 3 clusters Score -3259188 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3259376.250000 Penalty: 1007.055542
	Iteration 28Q: 3 clusters Score -3259376 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3259567.250000 Penalty: 1007.055542
	Iteration 29Q: 3 clusters Score -3259567 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3259735.000000 Penalty: 1007.055542
	Iteration 30Q: 3 clusters Score -3259735 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3259872.000000 Penalty: 1007.055542
	Iteration 31Q: 3 clusters Score -3259872 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3259986.500000 Penalty: 1007.055542
	Iteration 32Q: 3 clusters Score -3259986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3260064.750000 Penalty: 1007.055542
	Iteration 33Q: 3 clusters Score -3260065 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3260130.500000 Penalty: 1007.055542
	Iteration 34Q: 3 clusters Score -3260130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3260175.500000 Penalty: 1007.055542
	Iteration 35Q: 3 clusters Score -3260176 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3260229.250000 Penalty: 1007.055542
	Iteration 36Q: 3 clusters Score -3260229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3260270.000000 Penalty: 1007.055542
	Iteration 37Q: 3 clusters Score -3260270 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3260300.500000 Penalty: 1007.055542
	Iteration 38Q: 3 clusters Score -3260300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3260349.750000 Penalty: 1007.055542
	Iteration 39Q: 3 clusters Score -3260350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3260390.500000 Penalty: 1007.055542
	Iteration 40F: 3 clusters Score -3260390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3260400.500000 Penalty: 1007.055542
	Iteration 41Q: 3 clusters Score -3260400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3260439.750000 Penalty: 1007.055542
	Iteration 42Q: 3 clusters Score -3260440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3260463.000000 Penalty: 1007.055542
	Iteration 43Q: 3 clusters Score -3260463 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3260479.750000 Penalty: 1007.055542
	Iteration 44Q: 3 clusters Score -3260480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3260516.750000 Penalty: 1007.055542
	Iteration 45Q: 3 clusters Score -3260517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3260535.000000 Penalty: 1007.055542
	Iteration 46Q: 3 clusters Score -3260535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3260561.000000 Penalty: 1007.055542
	Iteration 47Q: 3 clusters Score -3260561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3260582.500000 Penalty: 1007.055542
	Iteration 48Q: 3 clusters Score -3260582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3260602.000000 Penalty: 1007.055542
	Iteration 49Q: 3 clusters Score -3260602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3260609.750000 Penalty: 1007.055542
	Iteration 50Q: 3 clusters Score -3260610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3260613.500000 Penalty: 1007.055542
	Iteration 51Q: 3 clusters Score -3260614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3260624.500000 Penalty: 1007.055542
	Iteration 52Q: 3 clusters Score -3260624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3260627.500000 Penalty: 1007.055542
	Iteration 53Q: 3 clusters Score -3260628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3260635.250000 Penalty: 1007.055542
	Iteration 54Q: 3 clusters Score -3260635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3260641.500000 Penalty: 1007.055542
	Iteration 55Q: 3 clusters Score -3260642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3260658.500000 Penalty: 1007.055542
	Iteration 56Q: 3 clusters Score -3260658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3260667.500000 Penalty: 1007.055542
	Iteration 57Q: 3 clusters Score -3260668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3260672.750000 Penalty: 1007.055542
	Iteration 58Q: 3 clusters Score -3260673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3260687.000000 Penalty: 1007.055542
	Iteration 59Q: 3 clusters Score -3260687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3260676.750000 Penalty: 1007.055542
	Iteration 60F: 3 clusters Score -3260677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3260676.750000 Penalty: 1007.055542
	Iteration 61Q: 3 clusters Score -3260677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3260675.750000 Penalty: 1007.055542
	Iteration 62Q: 3 clusters Score -3260676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3260681.750000 Penalty: 1007.055542
	Iteration 63Q: 3 clusters Score -3260682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3260683.000000 Penalty: 1007.055542
	Iteration 64Q: 3 clusters Score -3260683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3260690.750000 Penalty: 1007.055542
	Iteration 65Q: 3 clusters Score -3260691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3260693.250000 Penalty: 1007.055542
	Iteration 66Q: 3 clusters Score -3260693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3260692.750000 Penalty: 1007.055542
	Iteration 67Q: 3 clusters Score -3260693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3260694.000000 Penalty: 1007.055542
	Iteration 68Q: 3 clusters Score -3260694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3260692.000000 Penalty: 1007.055542
	Iteration 69Q: 3 clusters Score -3260692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3260695.750000 Penalty: 1007.055542
	Iteration 70Q: 3 clusters Score -3260696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3260693.250000 Penalty: 1007.055542
	Iteration 71Q: 3 clusters Score -3260693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3260692.500000 Penalty: 1007.055542
	Iteration 72Q: 3 clusters Score -3260692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3260694.750000 Penalty: 1007.055542
	Iteration 73Q: 3 clusters Score -3260695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3260698.000000 Penalty: 1007.055542
	Iteration 74Q: 3 clusters Score -3260698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3260697.250000 Penalty: 1007.055542
	Iteration 75Q: 3 clusters Score -3260697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3260705.750000 Penalty: 1007.055542
	Iteration 76Q: 3 clusters Score -3260706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3260709.000000 Penalty: 1007.055542
	Iteration 77Q: 3 clusters Score -3260709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3260709.000000 Penalty: 1007.055542
	Iteration 78Q: 3 clusters Score -3260709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3260707.500000 Penalty: 1007.055542
	Iteration 79Q: 3 clusters Score -3260708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3260711.000000 Penalty: 1007.055542
	Iteration 80F: 3 clusters Score -3260711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3260714.000000 Penalty: 1007.055542
	Iteration 81Q: 3 clusters Score -3260714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3260713.750000 Penalty: 1007.055542
	Iteration 82Q: 3 clusters Score -3260714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3260715.000000 Penalty: 1007.055542
	Iteration 83Q: 3 clusters Score -3260715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3260715.000000 Penalty: 1007.055542
	Iteration 84F: 3 clusters Score -3260715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -59717.472656 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -59717.47 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 611 members 
Entering Unmasked Estep 
Score: -58734.097656 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -58734.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59027.718750 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -59027.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59077.816406 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -59077.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59114.289062 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -59114.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59143.628906 Penalty: 648.033997
	Iteration 4F: 3 clusters Score -59143.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59164.546875 Penalty: 648.033997
	Iteration 5Q: 3 clusters Score -59164.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59185.238281 Penalty: 648.033997
	Iteration 6Q: 3 clusters Score -59185.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59202.683594 Penalty: 648.033997
	Iteration 7Q: 3 clusters Score -59202.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59216.578125 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -59216.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59233.226562 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -59233.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59258.855469 Penalty: 648.033997
	Iteration 10Q: 3 clusters Score -59258.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59284.574219 Penalty: 648.033997
	Iteration 11Q: 3 clusters Score -59284.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59311.613281 Penalty: 648.033997
	Iteration 12Q: 3 clusters Score -59311.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59335.062500 Penalty: 648.033997
	Iteration 13Q: 3 clusters Score -59335.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59350.886719 Penalty: 648.033997
	Iteration 14Q: 3 clusters Score -59350.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59362.078125 Penalty: 648.033997
	Iteration 15Q: 3 clusters Score -59362.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59368.132812 Penalty: 648.033997
	Iteration 16Q: 3 clusters Score -59368.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59372.820312 Penalty: 648.033997
	Iteration 17Q: 3 clusters Score -59372.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59375.035156 Penalty: 648.033997
	Iteration 18Q: 3 clusters Score -59375.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59376.261719 Penalty: 648.033997
	Iteration 19Q: 3 clusters Score -59376.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59377.671875 Penalty: 648.033997
	Iteration 20F: 3 clusters Score -59377.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59379.164062 Penalty: 648.033997
	Iteration 21Q: 3 clusters Score -59379.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59379.707031 Penalty: 648.033997
	Iteration 22Q: 3 clusters Score -59379.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59380.355469 Penalty: 648.033997
	Iteration 23Q: 3 clusters Score -59380.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59380.355469 Penalty: 648.033997
	Iteration 24F: 3 clusters Score -59380.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -237245.734375 Penalty: 389.474060
	Iteration 0F: 2 clusters Score -237245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -233729.484375 Penalty: 778.948120
	Iteration 0F: 3 clusters Score -233729.5 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -234971.875000 Penalty: 778.948120
	Iteration 1F: 3 clusters Score -234971.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -235147.265625 Penalty: 778.948120
	Iteration 2F: 3 clusters Score -235147.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -235327.078125 Penalty: 778.948120
	Iteration 3F: 3 clusters Score -235327.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -235562.062500 Penalty: 778.948120
	Iteration 4F: 3 clusters Score -235562.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -235842.890625 Penalty: 778.948120
	Iteration 5F: 3 clusters Score -235842.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -236101.343750 Penalty: 778.948120
	Iteration 6F: 3 clusters Score -236101.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -236289.046875 Penalty: 778.948120
	Iteration 7Q: 3 clusters Score -236289 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -236391.265625 Penalty: 778.948120
	Iteration 8Q: 3 clusters Score -236391.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -236471.468750 Penalty: 778.948120
	Iteration 9Q: 3 clusters Score -236471.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -236577.656250 Penalty: 778.948120
	Iteration 10Q: 3 clusters Score -236577.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -236702.656250 Penalty: 778.948120
	Iteration 11Q: 3 clusters Score -236702.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -236814.140625 Penalty: 778.948120
	Iteration 12Q: 3 clusters Score -236814.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -236887.250000 Penalty: 778.948120
	Iteration 13Q: 3 clusters Score -236887.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -236930.890625 Penalty: 778.948120
	Iteration 14Q: 3 clusters Score -236930.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -236956.234375 Penalty: 778.948120
	Iteration 15Q: 3 clusters Score -236956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -236966.171875 Penalty: 778.948120
	Iteration 16Q: 3 clusters Score -236966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -236970.343750 Penalty: 778.948120
	Iteration 17Q: 3 clusters Score -236970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -236975.171875 Penalty: 778.948120
	Iteration 18Q: 3 clusters Score -236975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -236977.953125 Penalty: 778.948120
	Iteration 19Q: 3 clusters Score -236978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -236979.578125 Penalty: 778.948120
	Iteration 20F: 3 clusters Score -236979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -236980.031250 Penalty: 778.948120
	Iteration 21Q: 3 clusters Score -236980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -236980.531250 Penalty: 778.948120
	Iteration 22Q: 3 clusters Score -236980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -236980.796875 Penalty: 778.948120
	Iteration 23Q: 3 clusters Score -236980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -236980.750000 Penalty: 778.948120
	Iteration 24Q: 3 clusters Score -236980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -236980.750000 Penalty: 778.948120
	Iteration 25F: 3 clusters Score -236980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -16153.091797 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -16153.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15782.836914 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -15782.84 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15881.953125 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -15881.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15907.224609 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -15907.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15920.722656 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -15920.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15925.584961 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -15925.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15927.008789 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -15927.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15928.397461 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -15928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15930.620117 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -15930.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15930.813477 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -15930.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15930.813477 Penalty: 530.701294
	Iteration 9F: 3 clusters Score -15930.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -525276.500000 Penalty: 419.545776
	Iteration 0F: 2 clusters Score -525276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -518531.468750 Penalty: 839.091553
	Iteration 0F: 3 clusters Score -518531.5 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -521200.562500 Penalty: 839.091553
	Iteration 1F: 3 clusters Score -521200.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -521538.281250 Penalty: 839.091553
	Iteration 2F: 3 clusters Score -521538.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -522019.656250 Penalty: 839.091553
	Iteration 3F: 3 clusters Score -522019.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -522590.031250 Penalty: 839.091553
	Iteration 4F: 3 clusters Score -522590 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -523158.000000 Penalty: 839.091553
	Iteration 5F: 3 clusters Score -523158 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -523567.437500 Penalty: 839.091553
	Iteration 6F: 3 clusters Score -523567.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -523764.750000 Penalty: 839.091553
	Iteration 7Q: 3 clusters Score -523764.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -523860.625000 Penalty: 839.091553
	Iteration 8Q: 3 clusters Score -523860.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -523931.968750 Penalty: 839.091553
	Iteration 9Q: 3 clusters Score -523932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -523980.593750 Penalty: 839.091553
	Iteration 10Q: 3 clusters Score -523980.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -524028.250000 Penalty: 839.091553
	Iteration 11Q: 3 clusters Score -524028.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -524082.156250 Penalty: 839.091553
	Iteration 12Q: 3 clusters Score -524082.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -524127.968750 Penalty: 839.091553
	Iteration 13Q: 3 clusters Score -524128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -524162.625000 Penalty: 839.091553
	Iteration 14Q: 3 clusters Score -524162.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -524190.562500 Penalty: 839.091553
	Iteration 15Q: 3 clusters Score -524190.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -524210.875000 Penalty: 839.091553
	Iteration 16Q: 3 clusters Score -524210.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -524232.562500 Penalty: 839.091553
	Iteration 17Q: 3 clusters Score -524232.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -524259.718750 Penalty: 839.091553
	Iteration 18Q: 3 clusters Score -524259.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -524288.375000 Penalty: 839.091553
	Iteration 19Q: 3 clusters Score -524288.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -524311.437500 Penalty: 839.091553
	Iteration 20F: 3 clusters Score -524311.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -524337.687500 Penalty: 839.091553
	Iteration 21Q: 3 clusters Score -524337.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -524361.375000 Penalty: 839.091553
	Iteration 22Q: 3 clusters Score -524361.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -524382.562500 Penalty: 839.091553
	Iteration 23Q: 3 clusters Score -524382.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -524394.687500 Penalty: 839.091553
	Iteration 24Q: 3 clusters Score -524394.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -524407.375000 Penalty: 839.091553
	Iteration 25Q: 3 clusters Score -524407.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -524421.375000 Penalty: 839.091553
	Iteration 26Q: 3 clusters Score -524421.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -524435.000000 Penalty: 839.091553
	Iteration 27Q: 3 clusters Score -524435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -524449.000000 Penalty: 839.091553
	Iteration 28Q: 3 clusters Score -524449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -524468.937500 Penalty: 839.091553
	Iteration 29Q: 3 clusters Score -524468.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -524489.625000 Penalty: 839.091553
	Iteration 30Q: 3 clusters Score -524489.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -524510.750000 Penalty: 839.091553
	Iteration 31Q: 3 clusters Score -524510.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -524538.437500 Penalty: 839.091553
	Iteration 32Q: 3 clusters Score -524538.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -524571.062500 Penalty: 839.091553
	Iteration 33Q: 3 clusters Score -524571.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -524607.125000 Penalty: 839.091553
	Iteration 34Q: 3 clusters Score -524607.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -524643.000000 Penalty: 839.091553
	Iteration 35Q: 3 clusters Score -524643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -524667.062500 Penalty: 839.091553
	Iteration 36Q: 3 clusters Score -524667.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -524692.250000 Penalty: 839.091553
	Iteration 37Q: 3 clusters Score -524692.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -524712.250000 Penalty: 839.091553
	Iteration 38Q: 3 clusters Score -524712.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -524724.687500 Penalty: 839.091553
	Iteration 39Q: 3 clusters Score -524724.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -524740.812500 Penalty: 839.091553
	Iteration 40F: 3 clusters Score -524740.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -524764.437500 Penalty: 839.091553
	Iteration 41Q: 3 clusters Score -524764.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -524786.875000 Penalty: 839.091553
	Iteration 42Q: 3 clusters Score -524786.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -524806.687500 Penalty: 839.091553
	Iteration 43Q: 3 clusters Score -524806.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -524822.562500 Penalty: 839.091553
	Iteration 44Q: 3 clusters Score -524822.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -524830.000000 Penalty: 839.091553
	Iteration 45Q: 3 clusters Score -524830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -524838.500000 Penalty: 839.091553
	Iteration 46Q: 3 clusters Score -524838.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -524843.687500 Penalty: 839.091553
	Iteration 47Q: 3 clusters Score -524843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -524851.062500 Penalty: 839.091553
	Iteration 48Q: 3 clusters Score -524851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -524860.375000 Penalty: 839.091553
	Iteration 49Q: 3 clusters Score -524860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -524866.125000 Penalty: 839.091553
	Iteration 50Q: 3 clusters Score -524866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -524868.812500 Penalty: 839.091553
	Iteration 51Q: 3 clusters Score -524868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -524871.000000 Penalty: 839.091553
	Iteration 52Q: 3 clusters Score -524871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -524873.250000 Penalty: 839.091553
	Iteration 53Q: 3 clusters Score -524873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -524875.312500 Penalty: 839.091553
	Iteration 54Q: 3 clusters Score -524875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -524875.937500 Penalty: 839.091553
	Iteration 55Q: 3 clusters Score -524875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -524877.187500 Penalty: 839.091553
	Iteration 56Q: 3 clusters Score -524877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -524877.812500 Penalty: 839.091553
	Iteration 57Q: 3 clusters Score -524877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -524877.812500 Penalty: 839.091553
	Iteration 58Q: 3 clusters Score -524877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -524878.062500 Penalty: 839.091553
	Iteration 59Q: 3 clusters Score -524878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -524878.875000 Penalty: 839.091553
	Iteration 60F: 3 clusters Score -524878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -524879.500000 Penalty: 839.091553
	Iteration 61Q: 3 clusters Score -524879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -524879.375000 Penalty: 839.091553
	Iteration 62Q: 3 clusters Score -524879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -524879.375000 Penalty: 839.091553
	Iteration 63Q: 3 clusters Score -524879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -524879.937500 Penalty: 839.091553
	Iteration 64Q: 3 clusters Score -524879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -524882.250000 Penalty: 839.091553
	Iteration 65Q: 3 clusters Score -524882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -524883.875000 Penalty: 839.091553
	Iteration 66Q: 3 clusters Score -524883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -524887.375000 Penalty: 839.091553
	Iteration 67Q: 3 clusters Score -524887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -524890.312500 Penalty: 839.091553
	Iteration 68Q: 3 clusters Score -524890.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -524895.750000 Penalty: 839.091553
	Iteration 69Q: 3 clusters Score -524895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -524903.250000 Penalty: 839.091553
	Iteration 70Q: 3 clusters Score -524903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -524908.062500 Penalty: 839.091553
	Iteration 71Q: 3 clusters Score -524908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -524912.062500 Penalty: 839.091553
	Iteration 72Q: 3 clusters Score -524912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -524913.687500 Penalty: 839.091553
	Iteration 73Q: 3 clusters Score -524913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -524916.687500 Penalty: 839.091553
	Iteration 74Q: 3 clusters Score -524916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -524918.500000 Penalty: 839.091553
	Iteration 75Q: 3 clusters Score -524918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -524920.750000 Penalty: 839.091553
	Iteration 76Q: 3 clusters Score -524920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -524923.937500 Penalty: 839.091553
	Iteration 77Q: 3 clusters Score -524923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -524925.500000 Penalty: 839.091553
	Iteration 78Q: 3 clusters Score -524925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -524926.937500 Penalty: 839.091553
	Iteration 79Q: 3 clusters Score -524926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -524926.937500 Penalty: 839.091553
	Iteration 80F: 3 clusters Score -524926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -39656.675781 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -39656.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38922.558594 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -38922.56 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39154.179688 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -39154.18 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39239.593750 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -39239.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39298.851562 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -39298.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39361.683594 Penalty: 620.322937
	Iteration 4F: 3 clusters Score -39361.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39430.382812 Penalty: 620.322937
	Iteration 5F: 3 clusters Score -39430.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39456.078125 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -39456.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39476.812500 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -39476.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39497.265625 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -39497.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39514.695312 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -39514.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39525.449219 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -39525.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39530.324219 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -39530.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39532.023438 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -39532.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39534.531250 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -39534.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39536.265625 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -39536.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39537.769531 Penalty: 620.322937
	Iteration 15Q: 3 clusters Score -39537.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39537.996094 Penalty: 620.322937
	Iteration 16Q: 3 clusters Score -39538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39537.996094 Penalty: 620.322937
	Iteration 17F: 3 clusters Score -39538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5754.341309 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5754.341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5795.291504 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5795.292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5801.609863 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -5801.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5802.712402 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -5802.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5802.712402 Penalty: 447.718262
	Iteration 4F: 3 clusters Score -5802.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42155.832031 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42155.83 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42381.714844 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42381.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -42442.683594 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42442.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42506.914062 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42506.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -42550.164062 Penalty: 621.116882
	Iteration 4F: 3 clusters Score -42550.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42572.828125 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -42572.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -42591.765625 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -42591.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -42599.441406 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -42599.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -42605.367188 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -42605.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -42608.527344 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -42608.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -42610.000000 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -42610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -42611.554688 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -42611.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -42612.937500 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -42612.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -42614.781250 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -42614.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42615.914062 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -42615.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42616.371094 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -42616.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42617.195312 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -42617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42617.902344 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -42617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42618.332031 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -42618.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42618.992188 Penalty: 621.116882
	Iteration 19Q: 3 clusters Score -42618.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42618.992188 Penalty: 621.116882
	Iteration 20F: 3 clusters Score -42618.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (340757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340757 members 
Entering Unmasked Estep 
Score: -16550075.000000 Penalty: 579.621094
	Iteration 0F: 2 clusters Score -1.655008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170277 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -16341313.000000 Penalty: 1159.242188
	Iteration 0F: 3 clusters Score -1.634131e+07 nChanged 168519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -16450983.000000 Penalty: 1159.242188
	Iteration 1F: 3 clusters Score -1.645098e+07 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 175016 members 
Entering Unmasked Estep 
Score: -16459459.000000 Penalty: 1159.242188
	Iteration 2Q: 3 clusters Score -1.645946e+07 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -16472589.000000 Penalty: 1159.242188
	Iteration 3F: 3 clusters Score -1.647259e+07 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 179983 members 
Entering Unmasked Estep 
Score: -16490235.000000 Penalty: 1159.242188
	Iteration 4F: 3 clusters Score -1.649024e+07 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 182270 members 
Entering Unmasked Estep 
Score: -16504621.000000 Penalty: 1159.242188
	Iteration 5F: 3 clusters Score -1.650462e+07 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 184201 members 
Entering Unmasked Estep 
Score: -16510111.000000 Penalty: 1159.242188
	Iteration 6Q: 3 clusters Score -1.651011e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -16511285.000000 Penalty: 1159.242188
	Iteration 7Q: 3 clusters Score -1.651128e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -16511584.000000 Penalty: 1159.242188
	Iteration 8Q: 3 clusters Score -1.651158e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 190413 members 
Entering Unmasked Estep 
Score: -16511870.000000 Penalty: 1159.242188
	Iteration 9Q: 3 clusters Score -1.651187e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147546 members 
Mstep: Class 2 contains 193211 members 
Entering Unmasked Estep 
Score: -16512122.000000 Penalty: 1159.242188
	Iteration 10Q: 3 clusters Score -1.651212e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 196526 members 
Entering Unmasked Estep 
Score: -16512468.000000 Penalty: 1159.242188
	Iteration 11Q: 3 clusters Score -1.651247e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 200270 members 
Entering Unmasked Estep 
Score: -16512878.000000 Penalty: 1159.242188
	Iteration 12Q: 3 clusters Score -1.651288e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136237 members 
Mstep: Class 2 contains 204520 members 
Entering Unmasked Estep 
Score: -16513303.000000 Penalty: 1159.242188
	Iteration 13Q: 3 clusters Score -1.65133e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 209218 members 
Entering Unmasked Estep 
Score: -16513924.000000 Penalty: 1159.242188
	Iteration 14Q: 3 clusters Score -1.651392e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 214432 members 
Entering Unmasked Estep 
Score: -16514760.000000 Penalty: 1159.242188
	Iteration 15Q: 3 clusters Score -1.651476e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 219991 members 
Entering Unmasked Estep 
Score: -16515594.000000 Penalty: 1159.242188
	Iteration 16Q: 3 clusters Score -1.651559e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 226129 members 
Entering Unmasked Estep 
Score: -16516520.000000 Penalty: 1159.242188
	Iteration 17Q: 3 clusters Score -1.651652e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 232719 members 
Entering Unmasked Estep 
Score: -16517823.000000 Penalty: 1159.242188
	Iteration 18Q: 3 clusters Score -1.651782e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 239375 members 
Entering Unmasked Estep 
Score: -16519365.000000 Penalty: 1159.242188
	Iteration 19Q: 3 clusters Score -1.651936e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 246376 members 
Entering Unmasked Estep 
Score: -16521082.000000 Penalty: 1159.242188
	Iteration 20F: 3 clusters Score -1.652108e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 253641 members 
Entering Unmasked Estep 
Score: -16522712.000000 Penalty: 1159.242188
	Iteration 21Q: 3 clusters Score -1.652271e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 260815 members 
Entering Unmasked Estep 
Score: -16524083.000000 Penalty: 1159.242188
	Iteration 22Q: 3 clusters Score -1.652408e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 267877 members 
Entering Unmasked Estep 
Score: -16525218.000000 Penalty: 1159.242188
	Iteration 23Q: 3 clusters Score -1.652522e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 274798 members 
Entering Unmasked Estep 
Score: -16526535.000000 Penalty: 1159.242188
	Iteration 24Q: 3 clusters Score -1.652654e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 281415 members 
Entering Unmasked Estep 
Score: -16528171.000000 Penalty: 1159.242188
	Iteration 25Q: 3 clusters Score -1.652817e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 287554 members 
Entering Unmasked Estep 
Score: -16529565.000000 Penalty: 1159.242188
	Iteration 26Q: 3 clusters Score -1.652956e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 293220 members 
Entering Unmasked Estep 
Score: -16530813.000000 Penalty: 1159.242188
	Iteration 27Q: 3 clusters Score -1.653081e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 298341 members 
Entering Unmasked Estep 
Score: -16532149.000000 Penalty: 1159.242188
	Iteration 28Q: 3 clusters Score -1.653215e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 303035 members 
Entering Unmasked Estep 
Score: -16533502.000000 Penalty: 1159.242188
	Iteration 29Q: 3 clusters Score -1.65335e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 307213 members 
Entering Unmasked Estep 
Score: -16534473.000000 Penalty: 1159.242188
	Iteration 30Q: 3 clusters Score -1.653447e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 310908 members 
Entering Unmasked Estep 
Score: -16535521.000000 Penalty: 1159.242188
	Iteration 31Q: 3 clusters Score -1.653552e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 314287 members 
Entering Unmasked Estep 
Score: -16536462.000000 Penalty: 1159.242188
	Iteration 32Q: 3 clusters Score -1.653646e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 317258 members 
Entering Unmasked Estep 
Score: -16537637.000000 Penalty: 1159.242188
	Iteration 33Q: 3 clusters Score -1.653764e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 319957 members 
Entering Unmasked Estep 
Score: -16538954.000000 Penalty: 1159.242188
	Iteration 34Q: 3 clusters Score -1.653895e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 322353 members 
Entering Unmasked Estep 
Score: -16539966.000000 Penalty: 1159.242188
	Iteration 35Q: 3 clusters Score -1.653997e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 324585 members 
Entering Unmasked Estep 
Score: -16541047.000000 Penalty: 1159.242188
	Iteration 36Q: 3 clusters Score -1.654105e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 326639 members 
Entering Unmasked Estep 
Score: -16542180.000000 Penalty: 1159.242188
	Iteration 37Q: 3 clusters Score -1.654218e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 328466 members 
Entering Unmasked Estep 
Score: -16543257.000000 Penalty: 1159.242188
	Iteration 38Q: 3 clusters Score -1.654326e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 330075 members 
Entering Unmasked Estep 
Score: -16544146.000000 Penalty: 1159.242188
	Iteration 39Q: 3 clusters Score -1.654415e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 331577 members 
Entering Unmasked Estep 
Score: -16545090.000000 Penalty: 1159.242188
	Iteration 40F: 3 clusters Score -1.654509e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 332946 members 
Entering Unmasked Estep 
Score: -16546104.000000 Penalty: 1159.242188
	Iteration 41Q: 3 clusters Score -1.65461e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 334141 members 
Entering Unmasked Estep 
Score: -16546741.000000 Penalty: 1159.242188
	Iteration 42Q: 3 clusters Score -1.654674e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 335192 members 
Entering Unmasked Estep 
Score: -16547079.000000 Penalty: 1159.242188
	Iteration 43Q: 3 clusters Score -1.654708e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 336114 members 
Entering Unmasked Estep 
Score: -16547458.000000 Penalty: 1159.242188
	Iteration 44Q: 3 clusters Score -1.654746e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 336897 members 
Entering Unmasked Estep 
Score: -16547635.000000 Penalty: 1159.242188
	Iteration 45Q: 3 clusters Score -1.654764e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 337585 members 
Entering Unmasked Estep 
Score: -16547916.000000 Penalty: 1159.242188
	Iteration 46Q: 3 clusters Score -1.654792e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 338171 members 
Entering Unmasked Estep 
Score: -16548201.000000 Penalty: 1159.242188
	Iteration 47Q: 3 clusters Score -1.65482e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 338661 members 
Entering Unmasked Estep 
Score: -16548427.000000 Penalty: 1159.242188
	Iteration 48Q: 3 clusters Score -1.654843e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 339075 members 
Entering Unmasked Estep 
Score: -16548591.000000 Penalty: 1159.242188
	Iteration 49Q: 3 clusters Score -1.654859e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 339430 members 
Entering Unmasked Estep 
Score: -16548794.000000 Penalty: 1159.242188
	Iteration 50Q: 3 clusters Score -1.654879e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 339732 members 
Entering Unmasked Estep 
Score: -16549014.000000 Penalty: 1159.242188
	Iteration 51Q: 3 clusters Score -1.654901e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 339963 members 
Entering Unmasked Estep 
Score: -16549122.000000 Penalty: 1159.242188
	Iteration 52Q: 3 clusters Score -1.654912e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 340124 members 
Entering Unmasked Estep 
Score: -16549233.000000 Penalty: 1159.242188
	Iteration 53Q: 3 clusters Score -1.654923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 340231 members 
Entering Unmasked Estep 
Score: -16549330.000000 Penalty: 1159.242188
	Iteration 54Q: 3 clusters Score -1.654933e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 340315 members 
Entering Unmasked Estep 
Score: -16549377.000000 Penalty: 1159.242188
	Iteration 55Q: 3 clusters Score -1.654938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 340370 members 
Entering Unmasked Estep 
Score: -16549426.000000 Penalty: 1159.242188
	Iteration 56Q: 3 clusters Score -1.654943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 340411 members 
Entering Unmasked Estep 
Score: -16549459.000000 Penalty: 1159.242188
	Iteration 57Q: 3 clusters Score -1.654946e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340457 members 
Entering Unmasked Estep 
Score: -16549506.000000 Penalty: 1159.242188
	Iteration 58Q: 3 clusters Score -1.654951e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340477 members 
Entering Unmasked Estep 
Score: -16549535.000000 Penalty: 1159.242188
	Iteration 59Q: 3 clusters Score -1.654954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 340493 members 
Entering Unmasked Estep 
Score: -16549558.000000 Penalty: 1159.242188
	Iteration 60F: 3 clusters Score -1.654956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 340507 members 
Entering Unmasked Estep 
Score: -16549560.000000 Penalty: 1159.242188
	Iteration 61Q: 3 clusters Score -1.654956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 340515 members 
Entering Unmasked Estep 
Score: -16549561.000000 Penalty: 1159.242188
	Iteration 62Q: 3 clusters Score -1.654956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 340521 members 
Entering Unmasked Estep 
Score: -16549565.000000 Penalty: 1159.242188
	Iteration 63Q: 3 clusters Score -1.654956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 340525 members 
Entering Unmasked Estep 
Score: -16549565.000000 Penalty: 1159.242188
	Iteration 64Q: 3 clusters Score -1.654956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 340528 members 
Entering Unmasked Estep 
Score: -16549570.000000 Penalty: 1159.242188
	Iteration 65Q: 3 clusters Score -1.654957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 340535 members 
Entering Unmasked Estep 
Score: -16549569.000000 Penalty: 1159.242188
	Iteration 66Q: 3 clusters Score -1.654957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 340543 members 
Entering Unmasked Estep 
Score: -16549570.000000 Penalty: 1159.242188
	Iteration 67Q: 3 clusters Score -1.654957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 340546 members 
Entering Unmasked Estep 
Score: -16549578.000000 Penalty: 1159.242188
	Iteration 68Q: 3 clusters Score -1.654958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340553 members 
Entering Unmasked Estep 
Score: -16549590.000000 Penalty: 1159.242188
	Iteration 69Q: 3 clusters Score -1.654959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340561 members 
Entering Unmasked Estep 
Score: -16549584.000000 Penalty: 1159.242188
	Iteration 70Q: 3 clusters Score -1.654958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 340564 members 
Entering Unmasked Estep 
Score: -16549596.000000 Penalty: 1159.242188
	Iteration 71Q: 3 clusters Score -1.65496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 340566 members 
Entering Unmasked Estep 
Score: -16549593.000000 Penalty: 1159.242188
	Iteration 72Q: 3 clusters Score -1.654959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 340567 members 
Entering Unmasked Estep 
Score: -16549589.000000 Penalty: 1159.242188
	Iteration 73Q: 3 clusters Score -1.654959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340568 members 
Entering Unmasked Estep 
Score: -16549600.000000 Penalty: 1159.242188
	Iteration 74Q: 3 clusters Score -1.65496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340568 members 
Entering Unmasked Estep 
Score: -16549604.000000 Penalty: 1159.242188
	Iteration 75Q: 3 clusters Score -1.65496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 340567 members 
Entering Unmasked Estep 
Score: -16549612.000000 Penalty: 1159.242188
	Iteration 76Q: 3 clusters Score -1.654961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 340570 members 
Entering Unmasked Estep 
Score: -16549620.000000 Penalty: 1159.242188
	Iteration 77Q: 3 clusters Score -1.654962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340572 members 
Entering Unmasked Estep 
Score: -16549616.000000 Penalty: 1159.242188
	Iteration 78Q: 3 clusters Score -1.654962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340572 members 
Entering Unmasked Estep 
Score: -16549616.000000 Penalty: 1159.242188
	Iteration 79F: 3 clusters Score -1.654962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37548 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44623 members 
Mstep: Class 16 contains 63994 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302398.000000 Penalty: 14394.557617
Iteration 319Q: 25 clusters Score -2.53024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37549 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44631 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302408.000000 Penalty: 14394.557617
Iteration 320F: 25 clusters Score -2.530241e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37549 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44640 members 
Mstep: Class 16 contains 63971 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302404.000000 Penalty: 14394.557617
Iteration 321Q: 25 clusters Score -2.53024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37550 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44652 members 
Mstep: Class 16 contains 63960 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302382.000000 Penalty: 14394.557617
Iteration 322Q: 25 clusters Score -2.530238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37553 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44658 members 
Mstep: Class 16 contains 63947 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302372.000000 Penalty: 14394.557617
Iteration 323Q: 25 clusters Score -2.530237e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37554 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3621 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44667 members 
Mstep: Class 16 contains 63938 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302366.000000 Penalty: 14394.557617
Iteration 324Q: 25 clusters Score -2.530237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37556 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44674 members 
Mstep: Class 16 contains 63934 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302362.000000 Penalty: 14394.557617
Iteration 325Q: 25 clusters Score -2.530236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37555 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44683 members 
Mstep: Class 16 contains 63932 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302376.000000 Penalty: 14394.557617
Iteration 326Q: 25 clusters Score -2.530238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37558 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44694 members 
Mstep: Class 16 contains 63931 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302360.000000 Penalty: 14394.557617
Iteration 327Q: 25 clusters Score -2.530236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37560 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44707 members 
Mstep: Class 16 contains 63932 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302382.000000 Penalty: 14394.557617
Iteration 328Q: 25 clusters Score -2.530238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37561 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44719 members 
Mstep: Class 16 contains 63929 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302354.000000 Penalty: 14394.557617
Iteration 329Q: 25 clusters Score -2.530235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37564 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44729 members 
Mstep: Class 16 contains 63922 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302342.000000 Penalty: 14394.557617
Iteration 330Q: 25 clusters Score -2.530234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44739 members 
Mstep: Class 16 contains 63915 members 
Mstep: Class 17 contains 1258 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302336.000000 Penalty: 14394.557617
Iteration 331Q: 25 clusters Score -2.530234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44743 members 
Mstep: Class 16 contains 63914 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302332.000000 Penalty: 14394.557617
Iteration 332Q: 25 clusters Score -2.530233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44745 members 
Mstep: Class 16 contains 63912 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302332.000000 Penalty: 14394.557617
Iteration 333Q: 25 clusters Score -2.530233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44747 members 
Mstep: Class 16 contains 63910 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302336.000000 Penalty: 14394.557617
Iteration 334Q: 25 clusters Score -2.530234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44750 members 
Mstep: Class 16 contains 63909 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302306.000000 Penalty: 14394.557617
Iteration 335Q: 25 clusters Score -2.530231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44752 members 
Mstep: Class 16 contains 63907 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302306.000000 Penalty: 14394.557617
Iteration 336Q: 25 clusters Score -2.530231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44756 members 
Mstep: Class 16 contains 63905 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302294.000000 Penalty: 14394.557617
Iteration 337Q: 25 clusters Score -2.530229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44760 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302304.000000 Penalty: 14394.557617
Iteration 338Q: 25 clusters Score -2.53023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44760 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302300.000000 Penalty: 14394.557617
Iteration 339Q: 25 clusters Score -2.53023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44760 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302300.000000 Penalty: 14394.557617
Iteration 340F: 25 clusters Score -2.53023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44761 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302296.000000 Penalty: 14394.557617
Iteration 341Q: 25 clusters Score -2.53023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44762 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302312.000000 Penalty: 14394.557617
Iteration 342Q: 25 clusters Score -2.530231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44764 members 
Mstep: Class 16 contains 63906 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302308.000000 Penalty: 14394.557617
Iteration 343Q: 25 clusters Score -2.530231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44764 members 
Mstep: Class 16 contains 63905 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302312.000000 Penalty: 14394.557617
Iteration 344Q: 25 clusters Score -2.530231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44765 members 
Mstep: Class 16 contains 63902 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302300.000000 Penalty: 14394.557617
Iteration 345Q: 25 clusters Score -2.53023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44765 members 
Mstep: Class 16 contains 63896 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302286.000000 Penalty: 14394.557617
Iteration 346Q: 25 clusters Score -2.530229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37571 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44767 members 
Mstep: Class 16 contains 63891 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302296.000000 Penalty: 14394.557617
Iteration 347Q: 25 clusters Score -2.53023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37571 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44768 members 
Mstep: Class 16 contains 63888 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302294.000000 Penalty: 14394.557617
Iteration 348Q: 25 clusters Score -2.530229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37572 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44771 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302306.000000 Penalty: 14394.557617
Iteration 349Q: 25 clusters Score -2.530231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44771 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302294.000000 Penalty: 14394.557617
Iteration 350Q: 25 clusters Score -2.530229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302300.000000 Penalty: 14394.557617
Iteration 351Q: 25 clusters Score -2.53023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 63883 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302314.000000 Penalty: 14394.557617
Iteration 352Q: 25 clusters Score -2.530231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302298.000000 Penalty: 14394.557617
Iteration 353Q: 25 clusters Score -2.53023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302324.000000 Penalty: 14394.557617
Iteration 354Q: 25 clusters Score -2.530232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44772 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302324.000000 Penalty: 14394.557617
Iteration 355Q: 25 clusters Score -2.530232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302328.000000 Penalty: 14394.557617
Iteration 356Q: 25 clusters Score -2.530233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37574 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302332.000000 Penalty: 14394.557617
Iteration 357Q: 25 clusters Score -2.530233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302322.000000 Penalty: 14394.557617
Iteration 358Q: 25 clusters Score -2.530232e+07 nChanged 11
Entering ConstructFrom: 
Score: -25302322.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -113861.125000 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -113861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -112197.429688 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -112197.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -112732.742188 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -112732.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -112836.562500 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -112836.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -112956.632812 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -112956.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -113084.414062 Penalty: 706.396240
	Iteration 4F: 3 clusters Score -113084.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -113200.195312 Penalty: 706.396240
	Iteration 5F: 3 clusters Score -113200.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -113273.937500 Penalty: 706.396240
	Iteration 6F: 3 clusters Score -113273.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -113313.242188 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -113313.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -113360.937500 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -113360.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -113402.171875 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -113402.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -113444.671875 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -113444.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -113461.578125 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -113461.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -113476.335938 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -113476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -113487.078125 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -113487.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -113490.570312 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -113490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -113495.203125 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -113495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -113500.851562 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -113500.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -113504.984375 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -113505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -113508.359375 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -113508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -113513.859375 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -113513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -113517.585938 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -113517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -113518.609375 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -113518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -113518.710938 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -113518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -113518.742188 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -113518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -113518.960938 Penalty: 706.396240
	Iteration 24Q: 3 clusters Score -113519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -113519.593750 Penalty: 706.396240
	Iteration 25Q: 3 clusters Score -113519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -113520.234375 Penalty: 706.396240
	Iteration 26Q: 3 clusters Score -113520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -113520.796875 Penalty: 706.396240
	Iteration 27Q: 3 clusters Score -113520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -113521.984375 Penalty: 706.396240
	Iteration 28Q: 3 clusters Score -113522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -113522.507812 Penalty: 706.396240
	Iteration 29Q: 3 clusters Score -113522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -113522.601562 Penalty: 706.396240
	Iteration 30Q: 3 clusters Score -113522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -113522.539062 Penalty: 706.396240
	Iteration 31Q: 3 clusters Score -113522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -113522.539062 Penalty: 706.396240
	Iteration 32F: 3 clusters Score -113522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -28548.416016 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -28548.42 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 287 members 
Entering Unmasked Estep 
Score: -27982.162109 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -27982.16 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28147.933594 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -28147.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28181.648438 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -28181.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28198.546875 Penalty: 584.071228
	Iteration 3Q: 3 clusters Score -28198.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28209.849609 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -28209.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28221.810547 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -28221.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28230.833984 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -28230.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28235.363281 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -28235.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28238.042969 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -28238.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28241.029297 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -28241.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28249.603516 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -28249.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28262.669922 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -28262.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28270.490234 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -28270.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28274.337891 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -28274.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28276.166016 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -28276.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28277.919922 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -28277.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28281.130859 Penalty: 584.071228
	Iteration 16Q: 3 clusters Score -28281.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28285.742188 Penalty: 584.071228
	Iteration 17Q: 3 clusters Score -28285.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28286.900391 Penalty: 584.071228
	Iteration 18Q: 3 clusters Score -28286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28288.542969 Penalty: 584.071228
	Iteration 19Q: 3 clusters Score -28288.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28288.644531 Penalty: 584.071228
	Iteration 20F: 3 clusters Score -28288.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -138273.890625 Penalty: 360.479370
	Iteration 0F: 2 clusters Score -138273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -136299.156250 Penalty: 720.958740
	Iteration 0F: 3 clusters Score -136299.2 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -136974.296875 Penalty: 720.958740
	Iteration 1F: 3 clusters Score -136974.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -137097.578125 Penalty: 720.958740
	Iteration 2F: 3 clusters Score -137097.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -137231.046875 Penalty: 720.958740
	Iteration 3F: 3 clusters Score -137231 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -137356.187500 Penalty: 720.958740
	Iteration 4F: 3 clusters Score -137356.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -137476.859375 Penalty: 720.958740
	Iteration 5F: 3 clusters Score -137476.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -137583.343750 Penalty: 720.958740
	Iteration 6Q: 3 clusters Score -137583.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -137667.562500 Penalty: 720.958740
	Iteration 7Q: 3 clusters Score -137667.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -137720.937500 Penalty: 720.958740
	Iteration 8Q: 3 clusters Score -137720.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137744.906250 Penalty: 720.958740
	Iteration 9Q: 3 clusters Score -137744.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137765.515625 Penalty: 720.958740
	Iteration 10Q: 3 clusters Score -137765.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -137784.468750 Penalty: 720.958740
	Iteration 11Q: 3 clusters Score -137784.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -137799.421875 Penalty: 720.958740
	Iteration 12Q: 3 clusters Score -137799.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -137811.281250 Penalty: 720.958740
	Iteration 13Q: 3 clusters Score -137811.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -137820.062500 Penalty: 720.958740
	Iteration 14Q: 3 clusters Score -137820.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -137825.937500 Penalty: 720.958740
	Iteration 15Q: 3 clusters Score -137825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -137830.062500 Penalty: 720.958740
	Iteration 16Q: 3 clusters Score -137830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -137832.765625 Penalty: 720.958740
	Iteration 17Q: 3 clusters Score -137832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -137835.812500 Penalty: 720.958740
	Iteration 18Q: 3 clusters Score -137835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -137838.812500 Penalty: 720.958740
	Iteration 19Q: 3 clusters Score -137838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -137842.093750 Penalty: 720.958740
	Iteration 20F: 3 clusters Score -137842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -137844.312500 Penalty: 720.958740
	Iteration 21Q: 3 clusters Score -137844.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -137845.578125 Penalty: 720.958740
	Iteration 22Q: 3 clusters Score -137845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137847.109375 Penalty: 720.958740
	Iteration 23Q: 3 clusters Score -137847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -137848.765625 Penalty: 720.958740
	Iteration 24Q: 3 clusters Score -137848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -137849.437500 Penalty: 720.958740
	Iteration 25Q: 3 clusters Score -137849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -137850.031250 Penalty: 720.958740
	Iteration 26Q: 3 clusters Score -137850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -137850.062500 Penalty: 720.958740
	Iteration 27Q: 3 clusters Score -137850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -137850.062500 Penalty: 720.958740
	Iteration 28F: 3 clusters Score -137850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14964.205078 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14964.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15087.533203 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15087.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15123.306641 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -15123.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15136.036133 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -15136.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15145.628906 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15145.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15155.328125 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15155.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15161.783203 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15161.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15170.811523 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15170.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15175.317383 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15175.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15177.660156 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -15177.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15183.795898 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -15183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15184.585938 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -15184.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15185.135742 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -15185.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15185.969727 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -15185.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15185.969727 Penalty: 527.992737
	Iteration 14F: 3 clusters Score -15185.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Entering Unmasked Estep 
Score: -1750822.375000 Penalty: 479.301270
	Iteration 0F: 2 clusters Score -1750822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1725824.000000 Penalty: 958.602539
	Iteration 0F: 3 clusters Score -1725824 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1736577.875000 Penalty: 958.602539
	Iteration 1F: 3 clusters Score -1736578 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1737138.000000 Penalty: 958.602539
	Iteration 2Q: 3 clusters Score -1737138 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1737939.500000 Penalty: 958.602539
	Iteration 3Q: 3 clusters Score -1737940 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1739238.625000 Penalty: 958.602539
	Iteration 4F: 3 clusters Score -1739239 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1741007.000000 Penalty: 958.602539
	Iteration 5F: 3 clusters Score -1741007 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1742614.125000 Penalty: 958.602539
	Iteration 6F: 3 clusters Score -1742614 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1743396.750000 Penalty: 958.602539
	Iteration 7F: 3 clusters Score -1743397 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1743610.250000 Penalty: 958.602539
	Iteration 8Q: 3 clusters Score -1743610 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1743685.500000 Penalty: 958.602539
	Iteration 9Q: 3 clusters Score -1743686 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -1743719.375000 Penalty: 958.602539
	Iteration 10Q: 3 clusters Score -1743719 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1743761.125000 Penalty: 958.602539
	Iteration 11Q: 3 clusters Score -1743761 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1743797.000000 Penalty: 958.602539
	Iteration 12Q: 3 clusters Score -1743797 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -1743824.500000 Penalty: 958.602539
	Iteration 13Q: 3 clusters Score -1743824 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -1743878.125000 Penalty: 958.602539
	Iteration 14Q: 3 clusters Score -1743878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1743921.375000 Penalty: 958.602539
	Iteration 15Q: 3 clusters Score -1743921 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1744000.625000 Penalty: 958.602539
	Iteration 16Q: 3 clusters Score -1744001 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1744076.000000 Penalty: 958.602539
	Iteration 17Q: 3 clusters Score -1744076 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -1744160.125000 Penalty: 958.602539
	Iteration 18Q: 3 clusters Score -1744160 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1744265.625000 Penalty: 958.602539
	Iteration 19Q: 3 clusters Score -1744266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -1744375.125000 Penalty: 958.602539
	Iteration 20F: 3 clusters Score -1744375 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -1744495.125000 Penalty: 958.602539
	Iteration 21Q: 3 clusters Score -1744495 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1744633.625000 Penalty: 958.602539
	Iteration 22Q: 3 clusters Score -1744634 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -1744777.000000 Penalty: 958.602539
	Iteration 23Q: 3 clusters Score -1744777 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -1744977.750000 Penalty: 958.602539
	Iteration 24Q: 3 clusters Score -1744978 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -1745190.625000 Penalty: 958.602539
	Iteration 25Q: 3 clusters Score -1745191 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1745428.250000 Penalty: 958.602539
	Iteration 26Q: 3 clusters Score -1745428 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -1745700.875000 Penalty: 958.602539
	Iteration 27Q: 3 clusters Score -1745701 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -1745999.750000 Penalty: 958.602539
	Iteration 28Q: 3 clusters Score -1746000 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -1746351.500000 Penalty: 958.602539
	Iteration 29Q: 3 clusters Score -1746352 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1746729.000000 Penalty: 958.602539
	Iteration 30Q: 3 clusters Score -1746729 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -1747192.375000 Penalty: 958.602539
	Iteration 31Q: 3 clusters Score -1747192 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -1747691.625000 Penalty: 958.602539
	Iteration 32Q: 3 clusters Score -1747692 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -1748144.625000 Penalty: 958.602539
	Iteration 33Q: 3 clusters Score -1748145 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -1748590.500000 Penalty: 958.602539
	Iteration 34Q: 3 clusters Score -1748590 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -1749039.000000 Penalty: 958.602539
	Iteration 35Q: 3 clusters Score -1749039 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -1749425.125000 Penalty: 958.602539
	Iteration 36Q: 3 clusters Score -1749425 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -1749712.000000 Penalty: 958.602539
	Iteration 37Q: 3 clusters Score -1749712 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -1749930.125000 Penalty: 958.602539
	Iteration 38Q: 3 clusters Score -1749930 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -1750090.250000 Penalty: 958.602539
	Iteration 39Q: 3 clusters Score -1750090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -1750237.625000 Penalty: 958.602539
	Iteration 40F: 3 clusters Score -1750238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -1750359.875000 Penalty: 958.602539
	Iteration 41Q: 3 clusters Score -1750360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -1750432.000000 Penalty: 958.602539
	Iteration 42Q: 3 clusters Score -1750432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -1750468.625000 Penalty: 958.602539
	Iteration 43Q: 3 clusters Score -1750469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -1750485.875000 Penalty: 958.602539
	Iteration 44Q: 3 clusters Score -1750486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -1750498.625000 Penalty: 958.602539
	Iteration 45Q: 3 clusters Score -1750499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -1750508.625000 Penalty: 958.602539
	Iteration 46Q: 3 clusters Score -1750509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -1750511.000000 Penalty: 958.602539
	Iteration 47Q: 3 clusters Score -1750511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -1750511.750000 Penalty: 958.602539
	Iteration 48Q: 3 clusters Score -1750512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -1750512.500000 Penalty: 958.602539
	Iteration 49Q: 3 clusters Score -1750512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -1750513.500000 Penalty: 958.602539
	Iteration 50Q: 3 clusters Score -1750514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -1750519.875000 Penalty: 958.602539
	Iteration 51Q: 3 clusters Score -1750520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -1750525.250000 Penalty: 958.602539
	Iteration 52Q: 3 clusters Score -1750525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -1750531.250000 Penalty: 958.602539
	Iteration 53Q: 3 clusters Score -1750531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -1750534.000000 Penalty: 958.602539
	Iteration 54Q: 3 clusters Score -1750534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -1750532.375000 Penalty: 958.602539
	Iteration 55Q: 3 clusters Score -1750532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -1750540.750000 Penalty: 958.602539
	Iteration 56Q: 3 clusters Score -1750541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -1750543.500000 Penalty: 958.602539
	Iteration 57Q: 3 clusters Score -1750544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -1750545.625000 Penalty: 958.602539
	Iteration 58Q: 3 clusters Score -1750546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -1750550.500000 Penalty: 958.602539
	Iteration 59Q: 3 clusters Score -1750550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -1750551.250000 Penalty: 958.602539
	Iteration 60F: 3 clusters Score -1750551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -1750551.875000 Penalty: 958.602539
	Iteration 61Q: 3 clusters Score -1750552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -1750556.375000 Penalty: 958.602539
	Iteration 62Q: 3 clusters Score -1750556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -1750557.500000 Penalty: 958.602539
	Iteration 63Q: 3 clusters Score -1750558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -1750557.125000 Penalty: 958.602539
	Iteration 64Q: 3 clusters Score -1750557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -1750560.000000 Penalty: 958.602539
	Iteration 65Q: 3 clusters Score -1750560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -1750561.125000 Penalty: 958.602539
	Iteration 66Q: 3 clusters Score -1750561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -1750561.000000 Penalty: 958.602539
	Iteration 67Q: 3 clusters Score -1750561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -1750562.500000 Penalty: 958.602539
	Iteration 68Q: 3 clusters Score -1750562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -1750563.750000 Penalty: 958.602539
	Iteration 69Q: 3 clusters Score -1750564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -1750563.625000 Penalty: 958.602539
	Iteration 70Q: 3 clusters Score -1750564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -1750566.000000 Penalty: 958.602539
	Iteration 71Q: 3 clusters Score -1750566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -1750564.125000 Penalty: 958.602539
	Iteration 72Q: 3 clusters Score -1750564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -1750564.125000 Penalty: 958.602539
	Iteration 73F: 3 clusters Score -1750564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8706.736328 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8706.736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8799.484375 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8799.484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8828.299805 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8859.425781 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -8859.426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8878.814453 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8878.814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8887.628906 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -8887.629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8888.886719 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -8888.887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8889.940430 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -8889.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8890.629883 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -8890.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8890.629883 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -8890.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -8096.707031 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -8096.707 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 107 members 
Entering Unmasked Estep 
Score: -7813.648926 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -7813.649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7921.378906 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -7921.379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7939.499512 Penalty: 482.600739
	Iteration 2Q: 3 clusters Score -7939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7950.364258 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -7950.364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7960.081055 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -7960.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7962.323242 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -7962.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7965.158203 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -7965.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7966.851074 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -7966.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7968.250000 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -7968.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7971.648926 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -7971.649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7971.648926 Penalty: 482.600739
	Iteration 10F: 3 clusters Score -7971.649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -412029.031250 Penalty: 408.775055
	Iteration 0F: 2 clusters Score -412029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -406734.406250 Penalty: 817.550110
	Iteration 0F: 3 clusters Score -406734.4 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -409083.468750 Penalty: 817.550110
	Iteration 1F: 3 clusters Score -409083.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -409619.000000 Penalty: 817.550110
	Iteration 2F: 3 clusters Score -409619 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -410307.875000 Penalty: 817.550110
	Iteration 3F: 3 clusters Score -410307.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -410977.250000 Penalty: 817.550110
	Iteration 4F: 3 clusters Score -410977.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -411436.218750 Penalty: 817.550110
	Iteration 5F: 3 clusters Score -411436.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -411608.656250 Penalty: 817.550110
	Iteration 6Q: 3 clusters Score -411608.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -411660.687500 Penalty: 817.550110
	Iteration 7Q: 3 clusters Score -411660.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -411683.093750 Penalty: 817.550110
	Iteration 8Q: 3 clusters Score -411683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -411697.656250 Penalty: 817.550110
	Iteration 9Q: 3 clusters Score -411697.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -411706.812500 Penalty: 817.550110
	Iteration 10Q: 3 clusters Score -411706.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -411713.250000 Penalty: 817.550110
	Iteration 11Q: 3 clusters Score -411713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -411719.000000 Penalty: 817.550110
	Iteration 12Q: 3 clusters Score -411719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -411727.312500 Penalty: 817.550110
	Iteration 13Q: 3 clusters Score -411727.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -411734.031250 Penalty: 817.550110
	Iteration 14Q: 3 clusters Score -411734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -411739.250000 Penalty: 817.550110
	Iteration 15Q: 3 clusters Score -411739.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -411742.812500 Penalty: 817.550110
	Iteration 16Q: 3 clusters Score -411742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -411745.281250 Penalty: 817.550110
	Iteration 17Q: 3 clusters Score -411745.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -411746.500000 Penalty: 817.550110
	Iteration 18Q: 3 clusters Score -411746.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -411746.968750 Penalty: 817.550110
	Iteration 19Q: 3 clusters Score -411747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -411750.062500 Penalty: 817.550110
	Iteration 20F: 3 clusters Score -411750.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -411752.125000 Penalty: 817.550110
	Iteration 21Q: 3 clusters Score -411752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -411752.000000 Penalty: 817.550110
	Iteration 22Q: 3 clusters Score -411752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -411753.093750 Penalty: 817.550110
	Iteration 23Q: 3 clusters Score -411753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -411753.562500 Penalty: 817.550110
	Iteration 24Q: 3 clusters Score -411753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -411755.343750 Penalty: 817.550110
	Iteration 25Q: 3 clusters Score -411755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -411756.625000 Penalty: 817.550110
	Iteration 26Q: 3 clusters Score -411756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -411757.375000 Penalty: 817.550110
	Iteration 27Q: 3 clusters Score -411757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -411758.500000 Penalty: 817.550110
	Iteration 28Q: 3 clusters Score -411758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -411760.500000 Penalty: 817.550110
	Iteration 29Q: 3 clusters Score -411760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -411761.031250 Penalty: 817.550110
	Iteration 30Q: 3 clusters Score -411761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -411761.718750 Penalty: 817.550110
	Iteration 31Q: 3 clusters Score -411761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -411762.750000 Penalty: 817.550110
	Iteration 32Q: 3 clusters Score -411762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -411762.406250 Penalty: 817.550110
	Iteration 33Q: 3 clusters Score -411762.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -411763.531250 Penalty: 817.550110
	Iteration 34Q: 3 clusters Score -411763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -411764.031250 Penalty: 817.550110
	Iteration 35Q: 3 clusters Score -411764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -411764.031250 Penalty: 817.550110
	Iteration 36F: 3 clusters Score -411764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10823.780273 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10823.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10512.893555 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10512.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10562.435547 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10562.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10575.779297 Penalty: 497.593475
	Iteration 2Q: 3 clusters Score -10575.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10583.629883 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10583.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10585.892578 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10585.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10587.148438 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -10587.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10588.377930 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -10588.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10588.932617 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -10588.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10589.346680 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -10589.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10589.346680 Penalty: 497.593475
	Iteration 9F: 3 clusters Score -10589.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -175688.312500 Penalty: 372.217346
	Iteration 0F: 2 clusters Score -175688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -173237.359375 Penalty: 744.434692
	Iteration 0F: 3 clusters Score -173237.4 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -174066.687500 Penalty: 744.434692
	Iteration 1F: 3 clusters Score -174066.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -174144.921875 Penalty: 744.434692
	Iteration 2F: 3 clusters Score -174144.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -174214.500000 Penalty: 744.434692
	Iteration 3Q: 3 clusters Score -174214.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -174287.515625 Penalty: 744.434692
	Iteration 4Q: 3 clusters Score -174287.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -174367.937500 Penalty: 744.434692
	Iteration 5Q: 3 clusters Score -174367.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -174494.750000 Penalty: 744.434692
	Iteration 6Q: 3 clusters Score -174494.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -174657.328125 Penalty: 744.434692
	Iteration 7F: 3 clusters Score -174657.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -174877.500000 Penalty: 744.434692
	Iteration 8F: 3 clusters Score -174877.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -175078.750000 Penalty: 744.434692
	Iteration 9F: 3 clusters Score -175078.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -175196.093750 Penalty: 744.434692
	Iteration 10F: 3 clusters Score -175196.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -175252.312500 Penalty: 744.434692
	Iteration 11Q: 3 clusters Score -175252.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -175286.921875 Penalty: 744.434692
	Iteration 12Q: 3 clusters Score -175286.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -175318.859375 Penalty: 744.434692
	Iteration 13Q: 3 clusters Score -175318.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -175344.562500 Penalty: 744.434692
	Iteration 14Q: 3 clusters Score -175344.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -175381.406250 Penalty: 744.434692
	Iteration 15Q: 3 clusters Score -175381.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -175415.078125 Penalty: 744.434692
	Iteration 16Q: 3 clusters Score -175415.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -175447.781250 Penalty: 744.434692
	Iteration 17Q: 3 clusters Score -175447.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -175474.281250 Penalty: 744.434692
	Iteration 18Q: 3 clusters Score -175474.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -175483.390625 Penalty: 744.434692
	Iteration 19Q: 3 clusters Score -175483.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -175486.484375 Penalty: 744.434692
	Iteration 20F: 3 clusters Score -175486.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -175487.937500 Penalty: 744.434692
	Iteration 21Q: 3 clusters Score -175487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -175488.125000 Penalty: 744.434692
	Iteration 22Q: 3 clusters Score -175488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -175489.265625 Penalty: 744.434692
	Iteration 23Q: 3 clusters Score -175489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -175489.312500 Penalty: 744.434692
	Iteration 24Q: 3 clusters Score -175489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -175490.093750 Penalty: 744.434692
	Iteration 25Q: 3 clusters Score -175490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -175490.625000 Penalty: 744.434692
	Iteration 26Q: 3 clusters Score -175490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -175490.937500 Penalty: 744.434692
	Iteration 27Q: 3 clusters Score -175490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -175490.890625 Penalty: 744.434692
	Iteration 28Q: 3 clusters Score -175490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -175490.890625 Penalty: 744.434692
	Iteration 29F: 3 clusters Score -175490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -249390.156250 Penalty: 387.194336
	Iteration 0F: 2 clusters Score -249390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -245995.046875 Penalty: 774.388672
	Iteration 0F: 3 clusters Score -245995 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -247187.078125 Penalty: 774.388672
	Iteration 1F: 3 clusters Score -247187.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -247261.000000 Penalty: 774.388672
	Iteration 2Q: 3 clusters Score -247261 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -247316.468750 Penalty: 774.388672
	Iteration 3Q: 3 clusters Score -247316.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -247368.906250 Penalty: 774.388672
	Iteration 4Q: 3 clusters Score -247368.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -247418.734375 Penalty: 774.388672
	Iteration 5Q: 3 clusters Score -247418.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -247464.953125 Penalty: 774.388672
	Iteration 6Q: 3 clusters Score -247465 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -247524.515625 Penalty: 774.388672
	Iteration 7Q: 3 clusters Score -247524.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -247603.828125 Penalty: 774.388672
	Iteration 8Q: 3 clusters Score -247603.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -247710.718750 Penalty: 774.388672
	Iteration 9Q: 3 clusters Score -247710.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -247853.156250 Penalty: 774.388672
	Iteration 10Q: 3 clusters Score -247853.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -247984.890625 Penalty: 774.388672
	Iteration 11Q: 3 clusters Score -247984.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -248104.218750 Penalty: 774.388672
	Iteration 12Q: 3 clusters Score -248104.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -248180.703125 Penalty: 774.388672
	Iteration 13Q: 3 clusters Score -248180.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -248235.546875 Penalty: 774.388672
	Iteration 14Q: 3 clusters Score -248235.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -248266.015625 Penalty: 774.388672
	Iteration 15Q: 3 clusters Score -248266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -248292.265625 Penalty: 774.388672
	Iteration 16Q: 3 clusters Score -248292.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -248321.640625 Penalty: 774.388672
	Iteration 17Q: 3 clusters Score -248321.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -248353.015625 Penalty: 774.388672
	Iteration 18Q: 3 clusters Score -248353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -248381.468750 Penalty: 774.388672
	Iteration 19Q: 3 clusters Score -248381.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -248412.968750 Penalty: 774.388672
	Iteration 20F: 3 clusters Score -248413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -248433.968750 Penalty: 774.388672
	Iteration 21Q: 3 clusters Score -248434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -248448.640625 Penalty: 774.388672
	Iteration 22Q: 3 clusters Score -248448.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -248462.218750 Penalty: 774.388672
	Iteration 23Q: 3 clusters Score -248462.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -248479.031250 Penalty: 774.388672
	Iteration 24Q: 3 clusters Score -248479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -248492.781250 Penalty: 774.388672
	Iteration 25Q: 3 clusters Score -248492.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -248506.578125 Penalty: 774.388672
	Iteration 26Q: 3 clusters Score -248506.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -248524.984375 Penalty: 774.388672
	Iteration 27Q: 3 clusters Score -248525 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -248543.703125 Penalty: 774.388672
	Iteration 28Q: 3 clusters Score -248543.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -248557.937500 Penalty: 774.388672
	Iteration 29Q: 3 clusters Score -248557.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -248573.765625 Penalty: 774.388672
	Iteration 30Q: 3 clusters Score -248573.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -248592.531250 Penalty: 774.388672
	Iteration 31Q: 3 clusters Score -248592.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -248614.890625 Penalty: 774.388672
	Iteration 32Q: 3 clusters Score -248614.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -248643.500000 Penalty: 774.388672
	Iteration 33Q: 3 clusters Score -248643.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -248670.046875 Penalty: 774.388672
	Iteration 34Q: 3 clusters Score -248670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -248692.093750 Penalty: 774.388672
	Iteration 35Q: 3 clusters Score -248692.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -248716.656250 Penalty: 774.388672
	Iteration 36Q: 3 clusters Score -248716.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -248748.734375 Penalty: 774.388672
	Iteration 37Q: 3 clusters Score -248748.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -248785.890625 Penalty: 774.388672
	Iteration 38Q: 3 clusters Score -248785.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -248818.156250 Penalty: 774.388672
	Iteration 39Q: 3 clusters Score -248818.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -248844.562500 Penalty: 774.388672
	Iteration 40F: 3 clusters Score -248844.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -248877.546875 Penalty: 774.388672
	Iteration 41Q: 3 clusters Score -248877.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -248909.625000 Penalty: 774.388672
	Iteration 42Q: 3 clusters Score -248909.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -248936.015625 Penalty: 774.388672
	Iteration 43Q: 3 clusters Score -248936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -248961.890625 Penalty: 774.388672
	Iteration 44Q: 3 clusters Score -248961.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -248980.671875 Penalty: 774.388672
	Iteration 45Q: 3 clusters Score -248980.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -248993.703125 Penalty: 774.388672
	Iteration 46Q: 3 clusters Score -248993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -248999.703125 Penalty: 774.388672
	Iteration 47Q: 3 clusters Score -248999.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -249008.234375 Penalty: 774.388672
	Iteration 48Q: 3 clusters Score -249008.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -249017.875000 Penalty: 774.388672
	Iteration 49Q: 3 clusters Score -249017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -249028.156250 Penalty: 774.388672
	Iteration 50Q: 3 clusters Score -249028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -249033.390625 Penalty: 774.388672
	Iteration 51Q: 3 clusters Score -249033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -249037.531250 Penalty: 774.388672
	Iteration 52Q: 3 clusters Score -249037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -249040.890625 Penalty: 774.388672
	Iteration 53Q: 3 clusters Score -249040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -249042.312500 Penalty: 774.388672
	Iteration 54Q: 3 clusters Score -249042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -249044.906250 Penalty: 774.388672
	Iteration 55Q: 3 clusters Score -249044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -249049.171875 Penalty: 774.388672
	Iteration 56Q: 3 clusters Score -249049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -249049.859375 Penalty: 774.388672
	Iteration 57Q: 3 clusters Score -249049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -249051.468750 Penalty: 774.388672
	Iteration 58Q: 3 clusters Score -249051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -249053.703125 Penalty: 774.388672
	Iteration 59Q: 3 clusters Score -249053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -249054.875000 Penalty: 774.388672
	Iteration 60F: 3 clusters Score -249054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -249055.031250 Penalty: 774.388672
	Iteration 61Q: 3 clusters Score -249055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -249055.343750 Penalty: 774.388672
	Iteration 62Q: 3 clusters Score -249055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -249055.750000 Penalty: 774.388672
	Iteration 63Q: 3 clusters Score -249055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -249055.750000 Penalty: 774.388672
	Iteration 64F: 3 clusters Score -249055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 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 337 members 
Entering Unmasked Estep 
Score: -31583.496094 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31583.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31737.806641 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31737.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31778.240234 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31778.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31813.789062 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -31813.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31830.478516 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31830.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31843.658203 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31843.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31858.060547 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31858.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31874.998047 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31892.353516 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31892.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31905.070312 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31905.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31915.558594 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31915.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31920.939453 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31920.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31928.796875 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31935.427734 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31935.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31939.859375 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -31939.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31940.541016 Penalty: 594.309875
	Iteration 15Q: 3 clusters Score -31940.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31940.886719 Penalty: 594.309875
	Iteration 16Q: 3 clusters Score -31940.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31940.886719 Penalty: 594.309875
	Iteration 17F: 3 clusters Score -31940.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32005.425781 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32005.43 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 258 members 
Entering Unmasked Estep 
Score: -31469.224609 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31469.22 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31588.929688 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31588.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31619.746094 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31619.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31648.671875 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -31648.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31657.554688 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31657.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31665.466797 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31665.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31673.466797 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31673.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31682.458984 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31682.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31687.566406 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31687.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31692.638672 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31692.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31695.152344 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31695.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31697.357422 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31697.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31698.115234 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31698.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31699.087891 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31699.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31700.185547 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31700.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31701.718750 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31701.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31702.173828 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -31702.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31702.173828 Penalty: 577.293152
	Iteration 17F: 3 clusters Score -31702.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10965.144531 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10965.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11019.610352 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11019.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11034.580078 Penalty: 506.371338
	Iteration 2Q: 3 clusters Score -11034.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11048.053711 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11048.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11057.806641 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11057.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11063.999023 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11065.968750 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11065.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11070.166016 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -11070.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11070.580078 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -11070.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11070.580078 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -11070.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Entering Unmasked Estep 
Score: -2293864.250000 Penalty: 487.275879
	Iteration 0F: 2 clusters Score -2293864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2263784.250000 Penalty: 974.551758
	Iteration 0F: 3 clusters Score -2263784 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2276522.500000 Penalty: 974.551758
	Iteration 1F: 3 clusters Score -2276522 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2277247.000000 Penalty: 974.551758
	Iteration 2Q: 3 clusters Score -2277247 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -2278332.000000 Penalty: 974.551758
	Iteration 3Q: 3 clusters Score -2278332 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -2280115.500000 Penalty: 974.551758
	Iteration 4F: 3 clusters Score -2280116 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -2282591.500000 Penalty: 974.551758
	Iteration 5F: 3 clusters Score -2282592 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -2285587.000000 Penalty: 974.551758
	Iteration 6F: 3 clusters Score -2285587 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -2288028.000000 Penalty: 974.551758
	Iteration 7F: 3 clusters Score -2288028 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -2289600.500000 Penalty: 974.551758
	Iteration 8Q: 3 clusters Score -2289600 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -2290606.500000 Penalty: 974.551758
	Iteration 9Q: 3 clusters Score -2290606 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -2291279.250000 Penalty: 974.551758
	Iteration 10Q: 3 clusters Score -2291279 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -2291812.500000 Penalty: 974.551758
	Iteration 11Q: 3 clusters Score -2291812 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -2292206.750000 Penalty: 974.551758
	Iteration 12Q: 3 clusters Score -2292207 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -2292487.500000 Penalty: 974.551758
	Iteration 13Q: 3 clusters Score -2292488 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -2292680.500000 Penalty: 974.551758
	Iteration 14Q: 3 clusters Score -2292680 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -2292850.250000 Penalty: 974.551758
	Iteration 15Q: 3 clusters Score -2292850 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -2293005.250000 Penalty: 974.551758
	Iteration 16Q: 3 clusters Score -2293005 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -2293121.000000 Penalty: 974.551758
	Iteration 17Q: 3 clusters Score -2293121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -2293202.250000 Penalty: 974.551758
	Iteration 18Q: 3 clusters Score -2293202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -2293250.750000 Penalty: 974.551758
	Iteration 19Q: 3 clusters Score -2293251 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -2293300.250000 Penalty: 974.551758
	Iteration 20F: 3 clusters Score -2293300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -2293350.250000 Penalty: 974.551758
	Iteration 21Q: 3 clusters Score -2293350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -2293382.000000 Penalty: 974.551758
	Iteration 22Q: 3 clusters Score -2293382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -2293401.500000 Penalty: 974.551758
	Iteration 23Q: 3 clusters Score -2293402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -2293412.500000 Penalty: 974.551758
	Iteration 24Q: 3 clusters Score -2293412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -2293427.000000 Penalty: 974.551758
	Iteration 25Q: 3 clusters Score -2293427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -2293436.250000 Penalty: 974.551758
	Iteration 26Q: 3 clusters Score -2293436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -2293443.000000 Penalty: 974.551758
	Iteration 27Q: 3 clusters Score -2293443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -2293450.750000 Penalty: 974.551758
	Iteration 28Q: 3 clusters Score -2293451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -2293453.250000 Penalty: 974.551758
	Iteration 29Q: 3 clusters Score -2293453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -2293456.750000 Penalty: 974.551758
	Iteration 30Q: 3 clusters Score -2293457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -2293459.250000 Penalty: 974.551758
	Iteration 31Q: 3 clusters Score -2293459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -2293461.000000 Penalty: 974.551758
	Iteration 32Q: 3 clusters Score -2293461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -2293461.250000 Penalty: 974.551758
	Iteration 33Q: 3 clusters Score -2293461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -2293460.750000 Penalty: 974.551758
	Iteration 34Q: 3 clusters Score -2293461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -2293460.750000 Penalty: 974.551758
	Iteration 35Q: 3 clusters Score -2293461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -2293460.750000 Penalty: 974.551758
	Iteration 36F: 3 clusters Score -2293461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Entering Unmasked Estep 
Score: -3255661.750000 Penalty: 503.450226
	Iteration 0F: 2 clusters Score -3255662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3212654.750000 Penalty: 1006.900452
	Iteration 0F: 3 clusters Score -3212655 nChanged 31134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -3231780.000000 Penalty: 1006.900452
	Iteration 1F: 3 clusters Score -3231780 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -3233939.500000 Penalty: 1006.900452
	Iteration 2F: 3 clusters Score -3233940 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -3237970.500000 Penalty: 1006.900452
	Iteration 3F: 3 clusters Score -3237970 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -3243979.500000 Penalty: 1006.900452
	Iteration 4F: 3 clusters Score -3243980 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -3249804.250000 Penalty: 1006.900452
	Iteration 5F: 3 clusters Score -3249804 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -3253350.000000 Penalty: 1006.900452
	Iteration 6F: 3 clusters Score -3253350 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -3254654.500000 Penalty: 1006.900452
	Iteration 7Q: 3 clusters Score -3254654 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -3255026.500000 Penalty: 1006.900452
	Iteration 8Q: 3 clusters Score -3255026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -3255136.750000 Penalty: 1006.900452
	Iteration 9Q: 3 clusters Score -3255137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -3255170.500000 Penalty: 1006.900452
	Iteration 10Q: 3 clusters Score -3255170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -3255200.250000 Penalty: 1006.900452
	Iteration 11Q: 3 clusters Score -3255200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -3255224.250000 Penalty: 1006.900452
	Iteration 12Q: 3 clusters Score -3255224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -3255240.500000 Penalty: 1006.900452
	Iteration 13Q: 3 clusters Score -3255240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -3255244.500000 Penalty: 1006.900452
	Iteration 14Q: 3 clusters Score -3255244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -3255245.500000 Penalty: 1006.900452
	Iteration 15Q: 3 clusters Score -3255246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -3255245.250000 Penalty: 1006.900452
	Iteration 16Q: 3 clusters Score -3255245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -3255248.250000 Penalty: 1006.900452
	Iteration 17Q: 3 clusters Score -3255248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -3255248.500000 Penalty: 1006.900452
	Iteration 18Q: 3 clusters Score -3255248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -3255248.500000 Penalty: 1006.900452
	Iteration 19Q: 3 clusters Score -3255248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -3255248.500000 Penalty: 1006.900452
	Iteration 20F: 3 clusters Score -3255248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -60997.191406 Penalty: 324.962646
	Iteration 0F: 2 clusters Score -60997.19 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 634 members 
Entering Unmasked Estep 
Score: -60036.886719 Penalty: 649.925293
	Iteration 0F: 3 clusters Score -60036.89 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60314.367188 Penalty: 649.925293
	Iteration 1F: 3 clusters Score -60314.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -60355.328125 Penalty: 649.925293
	Iteration 2F: 3 clusters Score -60355.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60382.792969 Penalty: 649.925293
	Iteration 3Q: 3 clusters Score -60382.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60403.660156 Penalty: 649.925293
	Iteration 4Q: 3 clusters Score -60403.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60417.382812 Penalty: 649.925293
	Iteration 5Q: 3 clusters Score -60417.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60439.664062 Penalty: 649.925293
	Iteration 6Q: 3 clusters Score -60439.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60457.027344 Penalty: 649.925293
	Iteration 7Q: 3 clusters Score -60457.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60469.011719 Penalty: 649.925293
	Iteration 8Q: 3 clusters Score -60469.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60480.710938 Penalty: 649.925293
	Iteration 9Q: 3 clusters Score -60480.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60493.843750 Penalty: 649.925293
	Iteration 10Q: 3 clusters Score -60493.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60511.347656 Penalty: 649.925293
	Iteration 11Q: 3 clusters Score -60511.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60521.636719 Penalty: 649.925293
	Iteration 12Q: 3 clusters Score -60521.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60543.742188 Penalty: 649.925293
	Iteration 13Q: 3 clusters Score -60543.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60561.964844 Penalty: 649.925293
	Iteration 14Q: 3 clusters Score -60561.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60576.593750 Penalty: 649.925293
	Iteration 15Q: 3 clusters Score -60576.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60596.785156 Penalty: 649.925293
	Iteration 16Q: 3 clusters Score -60596.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60610.460938 Penalty: 649.925293
	Iteration 17Q: 3 clusters Score -60610.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60618.675781 Penalty: 649.925293
	Iteration 18Q: 3 clusters Score -60618.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60626.738281 Penalty: 649.925293
	Iteration 19Q: 3 clusters Score -60626.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60642.070312 Penalty: 649.925293
	Iteration 20F: 3 clusters Score -60642.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60657.554688 Penalty: 649.925293
	Iteration 21Q: 3 clusters Score -60657.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60671.160156 Penalty: 649.925293
	Iteration 22Q: 3 clusters Score -60671.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60681.023438 Penalty: 649.925293
	Iteration 23Q: 3 clusters Score -60681.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60690.574219 Penalty: 649.925293
	Iteration 24Q: 3 clusters Score -60690.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60697.925781 Penalty: 649.925293
	Iteration 25Q: 3 clusters Score -60697.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60701.554688 Penalty: 649.925293
	Iteration 26Q: 3 clusters Score -60701.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -60705.230469 Penalty: 649.925293
	Iteration 27Q: 3 clusters Score -60705.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60707.773438 Penalty: 649.925293
	Iteration 28Q: 3 clusters Score -60707.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60710.109375 Penalty: 649.925293
	Iteration 29Q: 3 clusters Score -60710.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -60711.039062 Penalty: 649.925293
	Iteration 30Q: 3 clusters Score -60711.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -60711.039062 Penalty: 649.925293
	Iteration 31F: 3 clusters Score -60711.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -237214.343750 Penalty: 389.465363
	Iteration 0F: 2 clusters Score -237214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -233656.750000 Penalty: 778.930725
	Iteration 0F: 3 clusters Score -233656.8 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -234945.390625 Penalty: 778.930725
	Iteration 1F: 3 clusters Score -234945.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -235077.015625 Penalty: 778.930725
	Iteration 2F: 3 clusters Score -235077 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -235189.265625 Penalty: 778.930725
	Iteration 3F: 3 clusters Score -235189.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -235286.234375 Penalty: 778.930725
	Iteration 4Q: 3 clusters Score -235286.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -235395.343750 Penalty: 778.930725
	Iteration 5Q: 3 clusters Score -235395.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -235516.609375 Penalty: 778.930725
	Iteration 6Q: 3 clusters Score -235516.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -235654.218750 Penalty: 778.930725
	Iteration 7Q: 3 clusters Score -235654.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -235817.703125 Penalty: 778.930725
	Iteration 8Q: 3 clusters Score -235817.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -235973.125000 Penalty: 778.930725
	Iteration 9Q: 3 clusters Score -235973.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -236092.640625 Penalty: 778.930725
	Iteration 10Q: 3 clusters Score -236092.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -236194.906250 Penalty: 778.930725
	Iteration 11Q: 3 clusters Score -236194.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -236276.390625 Penalty: 778.930725
	Iteration 12Q: 3 clusters Score -236276.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -236347.593750 Penalty: 778.930725
	Iteration 13Q: 3 clusters Score -236347.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -236402.031250 Penalty: 778.930725
	Iteration 14Q: 3 clusters Score -236402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -236459.859375 Penalty: 778.930725
	Iteration 15Q: 3 clusters Score -236459.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -236518.562500 Penalty: 778.930725
	Iteration 16Q: 3 clusters Score -236518.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -236567.750000 Penalty: 778.930725
	Iteration 17Q: 3 clusters Score -236567.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -236604.156250 Penalty: 778.930725
	Iteration 18Q: 3 clusters Score -236604.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -236642.375000 Penalty: 778.930725
	Iteration 19Q: 3 clusters Score -236642.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -236687.343750 Penalty: 778.930725
	Iteration 20F: 3 clusters Score -236687.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -236730.015625 Penalty: 778.930725
	Iteration 21Q: 3 clusters Score -236730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -236762.312500 Penalty: 778.930725
	Iteration 22Q: 3 clusters Score -236762.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -236778.078125 Penalty: 778.930725
	Iteration 23Q: 3 clusters Score -236778.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -236794.343750 Penalty: 778.930725
	Iteration 24Q: 3 clusters Score -236794.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -236819.218750 Penalty: 778.930725
	Iteration 25Q: 3 clusters Score -236819.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -236833.531250 Penalty: 778.930725
	Iteration 26Q: 3 clusters Score -236833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -236842.703125 Penalty: 778.930725
	Iteration 27Q: 3 clusters Score -236842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -236850.531250 Penalty: 778.930725
	Iteration 28Q: 3 clusters Score -236850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -236858.812500 Penalty: 778.930725
	Iteration 29Q: 3 clusters Score -236858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -236863.843750 Penalty: 778.930725
	Iteration 30Q: 3 clusters Score -236863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -236869.218750 Penalty: 778.930725
	Iteration 31Q: 3 clusters Score -236869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -236870.265625 Penalty: 778.930725
	Iteration 32Q: 3 clusters Score -236870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -236872.140625 Penalty: 778.930725
	Iteration 33Q: 3 clusters Score -236872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -236873.328125 Penalty: 778.930725
	Iteration 34Q: 3 clusters Score -236873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -236873.328125 Penalty: 778.930725
	Iteration 35F: 3 clusters Score -236873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -16153.091797 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -16153.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15776.863281 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -15776.86 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15889.064453 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -15889.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15915.077148 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -15915.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15926.619141 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -15926.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15933.569336 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -15933.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15935.410156 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -15935.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15938.011719 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -15938.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15939.500977 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -15939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15939.500977 Penalty: 530.701294
	Iteration 8F: 3 clusters Score -15939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Entering Unmasked Estep 
Score: -525436.375000 Penalty: 419.559265
	Iteration 0F: 2 clusters Score -525436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -518647.187500 Penalty: 839.118530
	Iteration 0F: 3 clusters Score -518647.2 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -521360.093750 Penalty: 839.118530
	Iteration 1F: 3 clusters Score -521360.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -521596.250000 Penalty: 839.118530
	Iteration 2F: 3 clusters Score -521596.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -521886.156250 Penalty: 839.118530
	Iteration 3F: 3 clusters Score -521886.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -522291.843750 Penalty: 839.118530
	Iteration 4F: 3 clusters Score -522291.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -522838.968750 Penalty: 839.118530
	Iteration 5F: 3 clusters Score -522839 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -523432.656250 Penalty: 839.118530
	Iteration 6F: 3 clusters Score -523432.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -523907.187500 Penalty: 839.118530
	Iteration 7F: 3 clusters Score -523907.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -524154.968750 Penalty: 839.118530
	Iteration 8Q: 3 clusters Score -524155 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -524296.812500 Penalty: 839.118530
	Iteration 9Q: 3 clusters Score -524296.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -524386.375000 Penalty: 839.118530
	Iteration 10Q: 3 clusters Score -524386.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -524443.812500 Penalty: 839.118530
	Iteration 11Q: 3 clusters Score -524443.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -524488.812500 Penalty: 839.118530
	Iteration 12Q: 3 clusters Score -524488.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -524523.937500 Penalty: 839.118530
	Iteration 13Q: 3 clusters Score -524523.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -524557.500000 Penalty: 839.118530
	Iteration 14Q: 3 clusters Score -524557.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -524602.750000 Penalty: 839.118530
	Iteration 15Q: 3 clusters Score -524602.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -524646.750000 Penalty: 839.118530
	Iteration 16Q: 3 clusters Score -524646.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -524671.437500 Penalty: 839.118530
	Iteration 17Q: 3 clusters Score -524671.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -524690.250000 Penalty: 839.118530
	Iteration 18Q: 3 clusters Score -524690.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -524711.437500 Penalty: 839.118530
	Iteration 19Q: 3 clusters Score -524711.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -524729.250000 Penalty: 839.118530
	Iteration 20F: 3 clusters Score -524729.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -524748.687500 Penalty: 839.118530
	Iteration 21Q: 3 clusters Score -524748.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -524765.375000 Penalty: 839.118530
	Iteration 22Q: 3 clusters Score -524765.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -524780.500000 Penalty: 839.118530
	Iteration 23Q: 3 clusters Score -524780.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -524793.562500 Penalty: 839.118530
	Iteration 24Q: 3 clusters Score -524793.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -524806.062500 Penalty: 839.118530
	Iteration 25Q: 3 clusters Score -524806.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -524820.812500 Penalty: 839.118530
	Iteration 26Q: 3 clusters Score -524820.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -524831.875000 Penalty: 839.118530
	Iteration 27Q: 3 clusters Score -524831.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -524845.750000 Penalty: 839.118530
	Iteration 28Q: 3 clusters Score -524845.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -524861.125000 Penalty: 839.118530
	Iteration 29Q: 3 clusters Score -524861.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -524871.500000 Penalty: 839.118530
	Iteration 30Q: 3 clusters Score -524871.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -524887.187500 Penalty: 839.118530
	Iteration 31Q: 3 clusters Score -524887.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -524904.937500 Penalty: 839.118530
	Iteration 32Q: 3 clusters Score -524904.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -524915.812500 Penalty: 839.118530
	Iteration 33Q: 3 clusters Score -524915.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -524924.187500 Penalty: 839.118530
	Iteration 34Q: 3 clusters Score -524924.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -524930.125000 Penalty: 839.118530
	Iteration 35Q: 3 clusters Score -524930.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -524937.312500 Penalty: 839.118530
	Iteration 36Q: 3 clusters Score -524937.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -524942.375000 Penalty: 839.118530
	Iteration 37Q: 3 clusters Score -524942.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -524948.812500 Penalty: 839.118530
	Iteration 38Q: 3 clusters Score -524948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -524954.812500 Penalty: 839.118530
	Iteration 39Q: 3 clusters Score -524954.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -524961.062500 Penalty: 839.118530
	Iteration 40F: 3 clusters Score -524961.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -524968.250000 Penalty: 839.118530
	Iteration 41Q: 3 clusters Score -524968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -524972.875000 Penalty: 839.118530
	Iteration 42Q: 3 clusters Score -524972.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -524978.937500 Penalty: 839.118530
	Iteration 43Q: 3 clusters Score -524978.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -524985.062500 Penalty: 839.118530
	Iteration 44Q: 3 clusters Score -524985.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -524989.437500 Penalty: 839.118530
	Iteration 45Q: 3 clusters Score -524989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -524991.812500 Penalty: 839.118530
	Iteration 46Q: 3 clusters Score -524991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -524994.812500 Penalty: 839.118530
	Iteration 47Q: 3 clusters Score -524994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -525000.062500 Penalty: 839.118530
	Iteration 48Q: 3 clusters Score -525000.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -525002.562500 Penalty: 839.118530
	Iteration 49Q: 3 clusters Score -525002.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -525005.750000 Penalty: 839.118530
	Iteration 50Q: 3 clusters Score -525005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -525007.875000 Penalty: 839.118530
	Iteration 51Q: 3 clusters Score -525007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -525011.000000 Penalty: 839.118530
	Iteration 52Q: 3 clusters Score -525011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -525011.000000 Penalty: 839.118530
	Iteration 53Q: 3 clusters Score -525011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -525013.000000 Penalty: 839.118530
	Iteration 54Q: 3 clusters Score -525013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -525016.437500 Penalty: 839.118530
	Iteration 55Q: 3 clusters Score -525016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -525018.000000 Penalty: 839.118530
	Iteration 56Q: 3 clusters Score -525018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -525020.875000 Penalty: 839.118530
	Iteration 57Q: 3 clusters Score -525020.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -525022.562500 Penalty: 839.118530
	Iteration 58Q: 3 clusters Score -525022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -525025.687500 Penalty: 839.118530
	Iteration 59Q: 3 clusters Score -525025.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -525027.687500 Penalty: 839.118530
	Iteration 60F: 3 clusters Score -525027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -525030.125000 Penalty: 839.118530
	Iteration 61Q: 3 clusters Score -525030.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -525033.187500 Penalty: 839.118530
	Iteration 62Q: 3 clusters Score -525033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -525037.500000 Penalty: 839.118530
	Iteration 63Q: 3 clusters Score -525037.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -525041.937500 Penalty: 839.118530
	Iteration 64Q: 3 clusters Score -525041.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -525046.500000 Penalty: 839.118530
	Iteration 65Q: 3 clusters Score -525046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -525052.750000 Penalty: 839.118530
	Iteration 66Q: 3 clusters Score -525052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -525060.625000 Penalty: 839.118530
	Iteration 67Q: 3 clusters Score -525060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -525068.812500 Penalty: 839.118530
	Iteration 68Q: 3 clusters Score -525068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -525077.500000 Penalty: 839.118530
	Iteration 69Q: 3 clusters Score -525077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -525085.125000 Penalty: 839.118530
	Iteration 70Q: 3 clusters Score -525085.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -525087.437500 Penalty: 839.118530
	Iteration 71Q: 3 clusters Score -525087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -525089.000000 Penalty: 839.118530
	Iteration 72Q: 3 clusters Score -525089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -525091.750000 Penalty: 839.118530
	Iteration 73Q: 3 clusters Score -525091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -525094.875000 Penalty: 839.118530
	Iteration 74Q: 3 clusters Score -525094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -525095.312500 Penalty: 839.118530
	Iteration 75Q: 3 clusters Score -525095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -525095.312500 Penalty: 839.118530
	Iteration 76Q: 3 clusters Score -525095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -525096.562500 Penalty: 839.118530
	Iteration 77Q: 3 clusters Score -525096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -525097.750000 Penalty: 839.118530
	Iteration 78Q: 3 clusters Score -525097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -525097.937500 Penalty: 839.118530
	Iteration 79Q: 3 clusters Score -525097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -525097.562500 Penalty: 839.118530
	Iteration 80F: 3 clusters Score -525097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -525098.312500 Penalty: 839.118530
	Iteration 81Q: 3 clusters Score -525098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -525098.500000 Penalty: 839.118530
	Iteration 82Q: 3 clusters Score -525098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -525099.062500 Penalty: 839.118530
	Iteration 83Q: 3 clusters Score -525099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -525099.062500 Penalty: 839.118530
	Iteration 84F: 3 clusters Score -525099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -39702.746094 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -39702.75 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 467 members 
Entering Unmasked Estep 
Score: -38978.742188 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -38978.74 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39273.566406 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -39273.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39372.136719 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -39372.14 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39467.386719 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -39467.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39518.644531 Penalty: 620.422607
	Iteration 4F: 3 clusters Score -39518.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39543.781250 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -39543.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39564.234375 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -39564.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39571.242188 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -39571.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39576.300781 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -39576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39577.519531 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -39577.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39578.101562 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -39578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39578.390625 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -39578.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39578.507812 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -39578.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -39578.507812 Penalty: 620.422607
	Iteration 13F: 3 clusters Score -39578.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5767.833496 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5767.833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5804.934570 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5804.935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5815.291504 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -5815.292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5824.222656 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -5824.223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5827.317383 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5827.317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5829.396484 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5829.396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5835.318359 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5835.318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5835.318359 Penalty: 447.718262
	Iteration 7F: 3 clusters Score -5835.318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42186.484375 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42186.48 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -42519.585938 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42519.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -42749.226562 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42749.23 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -42934.230469 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42934.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -42995.664062 Penalty: 621.116882
	Iteration 4Q: 3 clusters Score -42995.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43023.738281 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -43023.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -43027.949219 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -43027.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -43029.210938 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -43029.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -43029.320312 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -43029.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -43029.320312 Penalty: 621.116882
	Iteration 9F: 3 clusters Score -43029.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 4963 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 213 members 
Mstep: Class 24 contains 340764 members 
Mstep: Class 25 contains 708 members 
Entering Unmasked Estep 
Score: -25302118.000000 Penalty: 14994.331055
Splitting cluster 23 changes total score from -25302322.000000 to -25302118.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (340764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340764 members 
Entering Unmasked Estep 
Score: -16550212.000000 Penalty: 579.622009
	Iteration 0F: 2 clusters Score -1.655021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -16341573.000000 Penalty: 1159.244019
	Iteration 0F: 3 clusters Score -1.634157e+07 nChanged 168168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -16448960.000000 Penalty: 1159.244019
	Iteration 1F: 3 clusters Score -1.644896e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207117 members 
Mstep: Class 2 contains 133647 members 
Entering Unmasked Estep 
Score: -16456259.000000 Penalty: 1159.244019
	Iteration 2Q: 3 clusters Score -1.645626e+07 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226186 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -16467283.000000 Penalty: 1159.244019
	Iteration 3F: 3 clusters Score -1.646728e+07 nChanged 25484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250780 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -16483595.000000 Penalty: 1159.244019
	Iteration 4F: 3 clusters Score -1.64836e+07 nChanged 28698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279156 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -16503322.000000 Penalty: 1159.244019
	Iteration 5F: 3 clusters Score -1.650332e+07 nChanged 26495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305591 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -16522331.000000 Penalty: 1159.244019
	Iteration 6F: 3 clusters Score -1.652233e+07 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324040 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -16536393.000000 Penalty: 1159.244019
	Iteration 7F: 3 clusters Score -1.653639e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334020 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -16545594.000000 Penalty: 1159.244019
	Iteration 8Q: 3 clusters Score -1.654559e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338337 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -16548005.000000 Penalty: 1159.244019
	Iteration 9Q: 3 clusters Score -1.6548e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339858 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16549081.000000 Penalty: 1159.244019
	Iteration 10Q: 3 clusters Score -1.654908e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16549437.000000 Penalty: 1159.244019
	Iteration 11Q: 3 clusters Score -1.654944e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340525 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16549588.000000 Penalty: 1159.244019
	Iteration 12Q: 3 clusters Score -1.654959e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340587 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16549642.000000 Penalty: 1159.244019
	Iteration 13Q: 3 clusters Score -1.654964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340618 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16549687.000000 Penalty: 1159.244019
	Iteration 14Q: 3 clusters Score -1.654969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340630 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16549700.000000 Penalty: 1159.244019
	Iteration 15Q: 3 clusters Score -1.65497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340631 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16549701.000000 Penalty: 1159.244019
	Iteration 16Q: 3 clusters Score -1.65497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340635 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16549709.000000 Penalty: 1159.244019
	Iteration 17Q: 3 clusters Score -1.654971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340640 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16549718.000000 Penalty: 1159.244019
	Iteration 18Q: 3 clusters Score -1.654972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340642 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16549712.000000 Penalty: 1159.244019
	Iteration 19Q: 3 clusters Score -1.654971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340645 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16549718.000000 Penalty: 1159.244019
	Iteration 20F: 3 clusters Score -1.654972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340650 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16549728.000000 Penalty: 1159.244019
	Iteration 21Q: 3 clusters Score -1.654973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340653 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16549727.000000 Penalty: 1159.244019
	Iteration 22Q: 3 clusters Score -1.654973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340653 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16549738.000000 Penalty: 1159.244019
	Iteration 23Q: 3 clusters Score -1.654974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340651 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16549741.000000 Penalty: 1159.244019
	Iteration 24Q: 3 clusters Score -1.654974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340650 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16549752.000000 Penalty: 1159.244019
	Iteration 25Q: 3 clusters Score -1.654975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340647 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16549751.000000 Penalty: 1159.244019
	Iteration 26Q: 3 clusters Score -1.654975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340647 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16549751.000000 Penalty: 1159.244019
	Iteration 27F: 3 clusters Score -1.654975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37575 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 11 contains 4963 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302312.000000 Penalty: 14394.557617
Iteration 359Q: 25 clusters Score -2.530231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 4968 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302322.000000 Penalty: 14394.557617
Iteration 360F: 25 clusters Score -2.530232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 361Q: 25 clusters Score -2.530234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37573 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302322.000000 Penalty: 14394.557617
Iteration 362Q: 25 clusters Score -2.530232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37570 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302330.000000 Penalty: 14394.557617
Iteration 363Q: 25 clusters Score -2.530233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 364Q: 25 clusters Score -2.530234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37568 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63885 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 365Q: 25 clusters Score -2.530234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302324.000000 Penalty: 14394.557617
Iteration 366Q: 25 clusters Score -2.530232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37570 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 367Q: 25 clusters Score -2.530234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37570 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44773 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302356.000000 Penalty: 14394.557617
Iteration 368Q: 25 clusters Score -2.530236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37570 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44774 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 369Q: 25 clusters Score -2.530234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44775 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302330.000000 Penalty: 14394.557617
Iteration 370Q: 25 clusters Score -2.530233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44777 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 14394.557617
Iteration 371Q: 25 clusters Score -2.530234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44780 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302322.000000 Penalty: 14394.557617
Iteration 372Q: 25 clusters Score -2.530232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44781 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302318.000000 Penalty: 14394.557617
Iteration 373Q: 25 clusters Score -2.530232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44784 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302314.000000 Penalty: 14394.557617
Iteration 374Q: 25 clusters Score -2.530231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44787 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302316.000000 Penalty: 14394.557617
Iteration 375Q: 25 clusters Score -2.530232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302322.000000 Penalty: 14394.557617
Iteration 376Q: 25 clusters Score -2.530232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44793 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302318.000000 Penalty: 14394.557617
Iteration 377Q: 25 clusters Score -2.530232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44799 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302338.000000 Penalty: 14394.557617
Iteration 378Q: 25 clusters Score -2.530234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44805 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302348.000000 Penalty: 14394.557617
Iteration 379Q: 25 clusters Score -2.530235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44812 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302354.000000 Penalty: 14394.557617
Iteration 380F: 25 clusters Score -2.530235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44824 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302358.000000 Penalty: 14394.557617
Iteration 381Q: 25 clusters Score -2.530236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44834 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302344.000000 Penalty: 14394.557617
Iteration 382Q: 25 clusters Score -2.530234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44839 members 
Mstep: Class 16 contains 63886 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302376.000000 Penalty: 14394.557617
Iteration 383Q: 25 clusters Score -2.530238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44842 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302368.000000 Penalty: 14394.557617
Iteration 384Q: 25 clusters Score -2.530237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44844 members 
Mstep: Class 16 contains 63884 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302366.000000 Penalty: 14394.557617
Iteration 385Q: 25 clusters Score -2.530237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44846 members 
Mstep: Class 16 contains 63883 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302358.000000 Penalty: 14394.557617
Iteration 386Q: 25 clusters Score -2.530236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44847 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302352.000000 Penalty: 14394.557617
Iteration 387Q: 25 clusters Score -2.530235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37567 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44850 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302364.000000 Penalty: 14394.557617
Iteration 388Q: 25 clusters Score -2.530236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44852 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302374.000000 Penalty: 14394.557617
Iteration 389Q: 25 clusters Score -2.530237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44854 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302366.000000 Penalty: 14394.557617
Iteration 390Q: 25 clusters Score -2.530237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44855 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302370.000000 Penalty: 14394.557617
Iteration 391Q: 25 clusters Score -2.530237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44856 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302360.000000 Penalty: 14394.557617
Iteration 392Q: 25 clusters Score -2.530236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44857 members 
Mstep: Class 16 contains 63881 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302360.000000 Penalty: 14394.557617
Iteration 393Q: 25 clusters Score -2.530236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44858 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302362.000000 Penalty: 14394.557617
Iteration 394Q: 25 clusters Score -2.530236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44858 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 340717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302362.000000 Penalty: 14394.557617
Iteration 395F: 25 clusters Score -2.530236e+07 nChanged 0
Entering ConstructFrom: 
Score: -25302362.000000 Penalty: 14394.557617
Entering ConstructFrom: 
Trying to split cluster 1 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -113861.125000 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -113861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -112222.062500 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -112222.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -112751.984375 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -112752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -112827.648438 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -112827.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112883.875000 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -112883.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -112917.773438 Penalty: 706.396240
	Iteration 4Q: 3 clusters Score -112917.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -112961.640625 Penalty: 706.396240
	Iteration 5Q: 3 clusters Score -112961.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -113012.351562 Penalty: 706.396240
	Iteration 6Q: 3 clusters Score -113012.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -113058.289062 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -113058.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -113104.273438 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -113104.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -113161.953125 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -113162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -113224.421875 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -113224.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -113283.226562 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -113283.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -113334.054688 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -113334.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -113403.929688 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -113403.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -113486.445312 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -113486.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -113548.117188 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -113548.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -113590.382812 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -113590.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -113609.828125 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -113609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -113618.304688 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -113618.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -113624.859375 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -113624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -113628.875000 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -113628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -113631.531250 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -113631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -113633.906250 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -113633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -113635.015625 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -113635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -113636.007812 Penalty: 706.396240
	Iteration 24Q: 3 clusters Score -113636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -113637.429688 Penalty: 706.396240
	Iteration 25Q: 3 clusters Score -113637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -113639.156250 Penalty: 706.396240
	Iteration 26Q: 3 clusters Score -113639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -113640.804688 Penalty: 706.396240
	Iteration 27Q: 3 clusters Score -113640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -113641.390625 Penalty: 706.396240
	Iteration 28Q: 3 clusters Score -113641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -113642.085938 Penalty: 706.396240
	Iteration 29Q: 3 clusters Score -113642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -113642.718750 Penalty: 706.396240
	Iteration 30Q: 3 clusters Score -113642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -113642.992188 Penalty: 706.396240
	Iteration 31Q: 3 clusters Score -113643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -113642.992188 Penalty: 706.396240
	Iteration 32F: 3 clusters Score -113643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -28548.416016 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -28548.42 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 288 members 
Entering Unmasked Estep 
Score: -28017.664062 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -28017.66 nChanged 227
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: -28195.775391 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -28195.78 nChanged 42
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: -28232.630859 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -28232.63 nChanged 28
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: -28255.507812 Penalty: 584.071228
	Iteration 3Q: 3 clusters Score -28255.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28267.839844 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -28267.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28283.919922 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -28283.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28299.337891 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -28299.34 nChanged 9
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: -28304.771484 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -28304.77 nChanged 4
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: -28307.367188 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -28307.37 nChanged 2
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: -28308.392578 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -28308.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28308.705078 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -28308.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28308.705078 Penalty: 584.071228
	Iteration 11F: 3 clusters Score -28308.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -138308.375000 Penalty: 360.479370
	Iteration 0F: 2 clusters Score -138308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -136308.265625 Penalty: 720.958740
	Iteration 0F: 3 clusters Score -136308.3 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137159.343750 Penalty: 720.958740
	Iteration 1F: 3 clusters Score -137159.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137348.625000 Penalty: 720.958740
	Iteration 2F: 3 clusters Score -137348.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137549.953125 Penalty: 720.958740
	Iteration 3F: 3 clusters Score -137550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137718.125000 Penalty: 720.958740
	Iteration 4F: 3 clusters Score -137718.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -137829.265625 Penalty: 720.958740
	Iteration 5Q: 3 clusters Score -137829.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -137914.031250 Penalty: 720.958740
	Iteration 6Q: 3 clusters Score -137914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -137949.421875 Penalty: 720.958740
	Iteration 7Q: 3 clusters Score -137949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -137970.625000 Penalty: 720.958740
	Iteration 8Q: 3 clusters Score -137970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -137977.781250 Penalty: 720.958740
	Iteration 9Q: 3 clusters Score -137977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -137977.781250 Penalty: 720.958740
	Iteration 10F: 3 clusters Score -137977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -15336.847656 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -15336.85 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 170 members 
Entering Unmasked Estep 
Score: -14944.943359 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -14944.94 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15026.266602 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -15026.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15042.125000 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -15042.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15052.450195 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -15052.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15061.011719 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -15061.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15066.362305 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -15066.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15070.460938 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -15070.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15073.928711 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -15073.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15077.090820 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -15077.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15079.369141 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -15079.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15081.589844 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -15081.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15091.400391 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -15091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15096.749023 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -15096.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15108.258789 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -15108.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15110.713867 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -15110.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15119.421875 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -15119.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15125.627930 Penalty: 527.992737
	Iteration 16Q: 3 clusters Score -15125.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15128.636719 Penalty: 527.992737
	Iteration 17Q: 3 clusters Score -15128.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15130.224609 Penalty: 527.992737
	Iteration 18Q: 3 clusters Score -15130.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15134.567383 Penalty: 527.992737
	Iteration 19Q: 3 clusters Score -15134.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15138.417969 Penalty: 527.992737
	Iteration 20F: 3 clusters Score -15138.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15142.975586 Penalty: 527.992737
	Iteration 21Q: 3 clusters Score -15142.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15146.777344 Penalty: 527.992737
	Iteration 22Q: 3 clusters Score -15146.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15153.036133 Penalty: 527.992737
	Iteration 23Q: 3 clusters Score -15153.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15164.859375 Penalty: 527.992737
	Iteration 24Q: 3 clusters Score -15164.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15171.011719 Penalty: 527.992737
	Iteration 25Q: 3 clusters Score -15171.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15171.349609 Penalty: 527.992737
	Iteration 26Q: 3 clusters Score -15171.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15172.803711 Penalty: 527.992737
	Iteration 27Q: 3 clusters Score -15172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15175.646484 Penalty: 527.992737
	Iteration 28Q: 3 clusters Score -15175.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15179.347656 Penalty: 527.992737
	Iteration 29Q: 3 clusters Score -15179.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15180.190430 Penalty: 527.992737
	Iteration 30Q: 3 clusters Score -15180.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15180.190430 Penalty: 527.992737
	Iteration 31F: 3 clusters Score -15180.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Entering Unmasked Estep 
Score: -1750380.500000 Penalty: 479.290375
	Iteration 0F: 2 clusters Score -1750380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1725297.250000 Penalty: 958.580750
	Iteration 0F: 3 clusters Score -1725297 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1736198.625000 Penalty: 958.580750
	Iteration 1F: 3 clusters Score -1736199 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1736904.750000 Penalty: 958.580750
	Iteration 2Q: 3 clusters Score -1736905 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1737860.750000 Penalty: 958.580750
	Iteration 3F: 3 clusters Score -1737861 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1739059.875000 Penalty: 958.580750
	Iteration 4F: 3 clusters Score -1739060 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1740285.750000 Penalty: 958.580750
	Iteration 5F: 3 clusters Score -1740286 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1741230.250000 Penalty: 958.580750
	Iteration 6F: 3 clusters Score -1741230 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1742177.500000 Penalty: 958.580750
	Iteration 7Q: 3 clusters Score -1742178 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1743331.500000 Penalty: 958.580750
	Iteration 8Q: 3 clusters Score -1743332 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1744573.500000 Penalty: 958.580750
	Iteration 9Q: 3 clusters Score -1744574 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1745677.250000 Penalty: 958.580750
	Iteration 10Q: 3 clusters Score -1745677 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1746350.125000 Penalty: 958.580750
	Iteration 11Q: 3 clusters Score -1746350 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1746825.250000 Penalty: 958.580750
	Iteration 12Q: 3 clusters Score -1746825 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1747218.125000 Penalty: 958.580750
	Iteration 13Q: 3 clusters Score -1747218 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1747557.250000 Penalty: 958.580750
	Iteration 14Q: 3 clusters Score -1747557 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1747848.500000 Penalty: 958.580750
	Iteration 15Q: 3 clusters Score -1747848 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1748091.500000 Penalty: 958.580750
	Iteration 16Q: 3 clusters Score -1748092 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1748313.625000 Penalty: 958.580750
	Iteration 17Q: 3 clusters Score -1748314 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1748468.375000 Penalty: 958.580750
	Iteration 18Q: 3 clusters Score -1748468 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1748601.000000 Penalty: 958.580750
	Iteration 19Q: 3 clusters Score -1748601 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1748720.500000 Penalty: 958.580750
	Iteration 20F: 3 clusters Score -1748720 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1748831.875000 Penalty: 958.580750
	Iteration 21Q: 3 clusters Score -1748832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1748903.500000 Penalty: 958.580750
	Iteration 22Q: 3 clusters Score -1748904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1748968.125000 Penalty: 958.580750
	Iteration 23Q: 3 clusters Score -1748968 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1749048.750000 Penalty: 958.580750
	Iteration 24Q: 3 clusters Score -1749049 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1749113.875000 Penalty: 958.580750
	Iteration 25Q: 3 clusters Score -1749114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1749173.500000 Penalty: 958.580750
	Iteration 26Q: 3 clusters Score -1749174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1749225.625000 Penalty: 958.580750
	Iteration 27Q: 3 clusters Score -1749226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1749268.375000 Penalty: 958.580750
	Iteration 28Q: 3 clusters Score -1749268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1749311.250000 Penalty: 958.580750
	Iteration 29Q: 3 clusters Score -1749311 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1749354.750000 Penalty: 958.580750
	Iteration 30Q: 3 clusters Score -1749355 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1749409.625000 Penalty: 958.580750
	Iteration 31Q: 3 clusters Score -1749410 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1749445.250000 Penalty: 958.580750
	Iteration 32Q: 3 clusters Score -1749445 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1749479.250000 Penalty: 958.580750
	Iteration 33Q: 3 clusters Score -1749479 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1749504.375000 Penalty: 958.580750
	Iteration 34Q: 3 clusters Score -1749504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1749522.125000 Penalty: 958.580750
	Iteration 35Q: 3 clusters Score -1749522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1749549.500000 Penalty: 958.580750
	Iteration 36Q: 3 clusters Score -1749550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1749574.875000 Penalty: 958.580750
	Iteration 37Q: 3 clusters Score -1749575 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1749586.500000 Penalty: 958.580750
	Iteration 38Q: 3 clusters Score -1749586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1749609.750000 Penalty: 958.580750
	Iteration 39Q: 3 clusters Score -1749610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1749623.750000 Penalty: 958.580750
	Iteration 40F: 3 clusters Score -1749624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1749641.375000 Penalty: 958.580750
	Iteration 41Q: 3 clusters Score -1749641 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1749652.750000 Penalty: 958.580750
	Iteration 42Q: 3 clusters Score -1749653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1749661.375000 Penalty: 958.580750
	Iteration 43Q: 3 clusters Score -1749661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1749669.000000 Penalty: 958.580750
	Iteration 44Q: 3 clusters Score -1749669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1749678.375000 Penalty: 958.580750
	Iteration 45Q: 3 clusters Score -1749678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1749677.500000 Penalty: 958.580750
	Iteration 46Q: 3 clusters Score -1749678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1749682.750000 Penalty: 958.580750
	Iteration 47Q: 3 clusters Score -1749683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1749686.750000 Penalty: 958.580750
	Iteration 48Q: 3 clusters Score -1749687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1749688.750000 Penalty: 958.580750
	Iteration 49Q: 3 clusters Score -1749689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1749688.125000 Penalty: 958.580750
	Iteration 50Q: 3 clusters Score -1749688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1749693.625000 Penalty: 958.580750
	Iteration 51Q: 3 clusters Score -1749694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1749693.250000 Penalty: 958.580750
	Iteration 52Q: 3 clusters Score -1749693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1749698.375000 Penalty: 958.580750
	Iteration 53Q: 3 clusters Score -1749698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1749700.000000 Penalty: 958.580750
	Iteration 54Q: 3 clusters Score -1749700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1749698.750000 Penalty: 958.580750
	Iteration 55Q: 3 clusters Score -1749699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1749705.750000 Penalty: 958.580750
	Iteration 56Q: 3 clusters Score -1749706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1749710.750000 Penalty: 958.580750
	Iteration 57Q: 3 clusters Score -1749711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1749708.625000 Penalty: 958.580750
	Iteration 58Q: 3 clusters Score -1749709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1749709.250000 Penalty: 958.580750
	Iteration 59Q: 3 clusters Score -1749709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1749709.875000 Penalty: 958.580750
	Iteration 60F: 3 clusters Score -1749710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1749712.125000 Penalty: 958.580750
	Iteration 61Q: 3 clusters Score -1749712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1749710.500000 Penalty: 958.580750
	Iteration 62Q: 3 clusters Score -1749710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1749715.375000 Penalty: 958.580750
	Iteration 63Q: 3 clusters Score -1749715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1749718.000000 Penalty: 958.580750
	Iteration 64Q: 3 clusters Score -1749718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1749716.750000 Penalty: 958.580750
	Iteration 65Q: 3 clusters Score -1749717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1749717.625000 Penalty: 958.580750
	Iteration 66Q: 3 clusters Score -1749718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1749718.875000 Penalty: 958.580750
	Iteration 67Q: 3 clusters Score -1749719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1749719.375000 Penalty: 958.580750
	Iteration 68Q: 3 clusters Score -1749719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1749720.625000 Penalty: 958.580750
	Iteration 69Q: 3 clusters Score -1749721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1749718.875000 Penalty: 958.580750
	Iteration 70Q: 3 clusters Score -1749719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1749719.875000 Penalty: 958.580750
	Iteration 71Q: 3 clusters Score -1749720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1749719.875000 Penalty: 958.580750
	Iteration 72Q: 3 clusters Score -1749720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1749721.500000 Penalty: 958.580750
	Iteration 73Q: 3 clusters Score -1749722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1749719.750000 Penalty: 958.580750
	Iteration 74Q: 3 clusters Score -1749720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1749720.125000 Penalty: 958.580750
	Iteration 75Q: 3 clusters Score -1749720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1749719.000000 Penalty: 958.580750
	Iteration 76Q: 3 clusters Score -1749719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1749719.375000 Penalty: 958.580750
	Iteration 77Q: 3 clusters Score -1749719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1749720.375000 Penalty: 958.580750
	Iteration 78Q: 3 clusters Score -1749720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1749720.375000 Penalty: 958.580750
	Iteration 79F: 3 clusters Score -1749720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -8980.939453 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -8980.939 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 106 members 
Entering Unmasked Estep 
Score: -8668.451172 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -8668.451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8757.883789 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -8757.884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8786.631836 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -8786.632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8788.410156 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -8788.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8788.725586 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -8788.726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8788.725586 Penalty: 489.150330
	Iteration 5F: 3 clusters Score -8788.726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -8137.402344 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -8137.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7844.442383 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -7844.442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7906.058105 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -7906.058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7921.689453 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -7921.689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7926.888184 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -7926.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7932.250977 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -7932.251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7935.717285 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -7935.717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7941.457031 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -7941.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7943.352539 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -7943.353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7944.064941 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -7944.065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7944.064941 Penalty: 483.052338
	Iteration 9F: 3 clusters Score -7944.065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -412029.031250 Penalty: 408.775055
	Iteration 0F: 2 clusters Score -412029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -406732.218750 Penalty: 817.550110
	Iteration 0F: 3 clusters Score -406732.2 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -408891.687500 Penalty: 817.550110
	Iteration 1F: 3 clusters Score -408891.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -409139.156250 Penalty: 817.550110
	Iteration 2F: 3 clusters Score -409139.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -409432.531250 Penalty: 817.550110
	Iteration 3F: 3 clusters Score -409432.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -409766.937500 Penalty: 817.550110
	Iteration 4F: 3 clusters Score -409766.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -410137.531250 Penalty: 817.550110
	Iteration 5F: 3 clusters Score -410137.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -410489.718750 Penalty: 817.550110
	Iteration 6F: 3 clusters Score -410489.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -410690.437500 Penalty: 817.550110
	Iteration 7Q: 3 clusters Score -410690.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -410819.906250 Penalty: 817.550110
	Iteration 8Q: 3 clusters Score -410819.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -410921.656250 Penalty: 817.550110
	Iteration 9Q: 3 clusters Score -410921.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -410990.250000 Penalty: 817.550110
	Iteration 10Q: 3 clusters Score -410990.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -411056.656250 Penalty: 817.550110
	Iteration 11Q: 3 clusters Score -411056.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -411109.500000 Penalty: 817.550110
	Iteration 12Q: 3 clusters Score -411109.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -411155.250000 Penalty: 817.550110
	Iteration 13Q: 3 clusters Score -411155.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -411197.375000 Penalty: 817.550110
	Iteration 14Q: 3 clusters Score -411197.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -411224.187500 Penalty: 817.550110
	Iteration 15Q: 3 clusters Score -411224.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -411249.906250 Penalty: 817.550110
	Iteration 16Q: 3 clusters Score -411249.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -411285.406250 Penalty: 817.550110
	Iteration 17Q: 3 clusters Score -411285.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -411315.812500 Penalty: 817.550110
	Iteration 18Q: 3 clusters Score -411315.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -411343.781250 Penalty: 817.550110
	Iteration 19Q: 3 clusters Score -411343.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -411364.281250 Penalty: 817.550110
	Iteration 20F: 3 clusters Score -411364.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -411381.218750 Penalty: 817.550110
	Iteration 21Q: 3 clusters Score -411381.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -411397.125000 Penalty: 817.550110
	Iteration 22Q: 3 clusters Score -411397.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -411417.500000 Penalty: 817.550110
	Iteration 23Q: 3 clusters Score -411417.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -411430.437500 Penalty: 817.550110
	Iteration 24Q: 3 clusters Score -411430.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -411441.437500 Penalty: 817.550110
	Iteration 25Q: 3 clusters Score -411441.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -411449.718750 Penalty: 817.550110
	Iteration 26Q: 3 clusters Score -411449.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -411457.812500 Penalty: 817.550110
	Iteration 27Q: 3 clusters Score -411457.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -411471.781250 Penalty: 817.550110
	Iteration 28Q: 3 clusters Score -411471.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -411490.812500 Penalty: 817.550110
	Iteration 29Q: 3 clusters Score -411490.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -411511.718750 Penalty: 817.550110
	Iteration 30Q: 3 clusters Score -411511.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -411525.125000 Penalty: 817.550110
	Iteration 31Q: 3 clusters Score -411525.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -411536.375000 Penalty: 817.550110
	Iteration 32Q: 3 clusters Score -411536.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -411544.468750 Penalty: 817.550110
	Iteration 33Q: 3 clusters Score -411544.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -411553.375000 Penalty: 817.550110
	Iteration 34Q: 3 clusters Score -411553.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -411559.812500 Penalty: 817.550110
	Iteration 35Q: 3 clusters Score -411559.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -411569.218750 Penalty: 817.550110
	Iteration 36Q: 3 clusters Score -411569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -411579.562500 Penalty: 817.550110
	Iteration 37Q: 3 clusters Score -411579.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -411591.000000 Penalty: 817.550110
	Iteration 38Q: 3 clusters Score -411591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -411606.250000 Penalty: 817.550110
	Iteration 39Q: 3 clusters Score -411606.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -411618.593750 Penalty: 817.550110
	Iteration 40F: 3 clusters Score -411618.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -411633.062500 Penalty: 817.550110
	Iteration 41Q: 3 clusters Score -411633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -411645.625000 Penalty: 817.550110
	Iteration 42Q: 3 clusters Score -411645.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -411653.843750 Penalty: 817.550110
	Iteration 43Q: 3 clusters Score -411653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -411660.187500 Penalty: 817.550110
	Iteration 44Q: 3 clusters Score -411660.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -411668.125000 Penalty: 817.550110
	Iteration 45Q: 3 clusters Score -411668.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -411675.468750 Penalty: 817.550110
	Iteration 46Q: 3 clusters Score -411675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -411682.218750 Penalty: 817.550110
	Iteration 47Q: 3 clusters Score -411682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -411689.656250 Penalty: 817.550110
	Iteration 48Q: 3 clusters Score -411689.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -411692.218750 Penalty: 817.550110
	Iteration 49Q: 3 clusters Score -411692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -411692.906250 Penalty: 817.550110
	Iteration 50Q: 3 clusters Score -411692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -411692.906250 Penalty: 817.550110
	Iteration 51Q: 3 clusters Score -411692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -411693.906250 Penalty: 817.550110
	Iteration 52Q: 3 clusters Score -411693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -411694.000000 Penalty: 817.550110
	Iteration 53Q: 3 clusters Score -411694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -411693.937500 Penalty: 817.550110
	Iteration 54Q: 3 clusters Score -411693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -411694.000000 Penalty: 817.550110
	Iteration 55Q: 3 clusters Score -411694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -411694.187500 Penalty: 817.550110
	Iteration 56Q: 3 clusters Score -411694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -411694.187500 Penalty: 817.550110
	Iteration 57F: 3 clusters Score -411694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10823.780273 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10823.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10515.788086 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10515.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10574.545898 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10574.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10592.833984 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10592.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10597.750977 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10597.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10603.171875 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10603.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10607.675781 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -10607.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10610.664062 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -10610.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10612.085938 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -10612.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10613.188477 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -10613.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10613.188477 Penalty: 497.593475
	Iteration 9F: 3 clusters Score -10613.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -174299.187500 Penalty: 371.859192
	Iteration 0F: 2 clusters Score -174299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -171835.796875 Penalty: 743.718384
	Iteration 0F: 3 clusters Score -171835.8 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -172662.671875 Penalty: 743.718384
	Iteration 1F: 3 clusters Score -172662.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -172768.437500 Penalty: 743.718384
	Iteration 2F: 3 clusters Score -172768.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -172847.375000 Penalty: 743.718384
	Iteration 3F: 3 clusters Score -172847.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -172911.890625 Penalty: 743.718384
	Iteration 4Q: 3 clusters Score -172911.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -172973.843750 Penalty: 743.718384
	Iteration 5Q: 3 clusters Score -172973.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -173051.984375 Penalty: 743.718384
	Iteration 6Q: 3 clusters Score -173052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -173169.125000 Penalty: 743.718384
	Iteration 7F: 3 clusters Score -173169.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -173335.656250 Penalty: 743.718384
	Iteration 8F: 3 clusters Score -173335.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -173561.828125 Penalty: 743.718384
	Iteration 9F: 3 clusters Score -173561.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -173704.734375 Penalty: 743.718384
	Iteration 10F: 3 clusters Score -173704.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -173760.406250 Penalty: 743.718384
	Iteration 11Q: 3 clusters Score -173760.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -173788.562500 Penalty: 743.718384
	Iteration 12Q: 3 clusters Score -173788.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -173806.343750 Penalty: 743.718384
	Iteration 13Q: 3 clusters Score -173806.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -173816.500000 Penalty: 743.718384
	Iteration 14Q: 3 clusters Score -173816.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -173826.968750 Penalty: 743.718384
	Iteration 15Q: 3 clusters Score -173827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -173838.875000 Penalty: 743.718384
	Iteration 16Q: 3 clusters Score -173838.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -173848.015625 Penalty: 743.718384
	Iteration 17Q: 3 clusters Score -173848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -173857.484375 Penalty: 743.718384
	Iteration 18Q: 3 clusters Score -173857.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -173865.125000 Penalty: 743.718384
	Iteration 19Q: 3 clusters Score -173865.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -173874.296875 Penalty: 743.718384
	Iteration 20F: 3 clusters Score -173874.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -173880.859375 Penalty: 743.718384
	Iteration 21Q: 3 clusters Score -173880.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -173887.265625 Penalty: 743.718384
	Iteration 22Q: 3 clusters Score -173887.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -173899.296875 Penalty: 743.718384
	Iteration 23Q: 3 clusters Score -173899.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -173914.546875 Penalty: 743.718384
	Iteration 24Q: 3 clusters Score -173914.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -173924.312500 Penalty: 743.718384
	Iteration 25Q: 3 clusters Score -173924.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -173938.281250 Penalty: 743.718384
	Iteration 26Q: 3 clusters Score -173938.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -173953.625000 Penalty: 743.718384
	Iteration 27Q: 3 clusters Score -173953.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -173968.640625 Penalty: 743.718384
	Iteration 28Q: 3 clusters Score -173968.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -173982.015625 Penalty: 743.718384
	Iteration 29Q: 3 clusters Score -173982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -174001.437500 Penalty: 743.718384
	Iteration 30Q: 3 clusters Score -174001.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -174020.593750 Penalty: 743.718384
	Iteration 31Q: 3 clusters Score -174020.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -174038.328125 Penalty: 743.718384
	Iteration 32Q: 3 clusters Score -174038.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -174062.937500 Penalty: 743.718384
	Iteration 33Q: 3 clusters Score -174062.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -174082.953125 Penalty: 743.718384
	Iteration 34Q: 3 clusters Score -174083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -174095.468750 Penalty: 743.718384
	Iteration 35Q: 3 clusters Score -174095.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -174101.078125 Penalty: 743.718384
	Iteration 36Q: 3 clusters Score -174101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -174103.390625 Penalty: 743.718384
	Iteration 37Q: 3 clusters Score -174103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -174105.187500 Penalty: 743.718384
	Iteration 38Q: 3 clusters Score -174105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -174106.375000 Penalty: 743.718384
	Iteration 39Q: 3 clusters Score -174106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -174107.453125 Penalty: 743.718384
	Iteration 40F: 3 clusters Score -174107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -174108.687500 Penalty: 743.718384
	Iteration 41Q: 3 clusters Score -174108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -174108.687500 Penalty: 743.718384
	Iteration 42F: 3 clusters Score -174108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -249418.218750 Penalty: 387.203491
	Iteration 0F: 2 clusters Score -249418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -246099.828125 Penalty: 774.406982
	Iteration 0F: 3 clusters Score -246099.8 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -247287.593750 Penalty: 774.406982
	Iteration 1F: 3 clusters Score -247287.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -247364.593750 Penalty: 774.406982
	Iteration 2Q: 3 clusters Score -247364.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -247441.328125 Penalty: 774.406982
	Iteration 3Q: 3 clusters Score -247441.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -247527.421875 Penalty: 774.406982
	Iteration 4Q: 3 clusters Score -247527.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -247639.796875 Penalty: 774.406982
	Iteration 5Q: 3 clusters Score -247639.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -247804.000000 Penalty: 774.406982
	Iteration 6F: 3 clusters Score -247804 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -247996.640625 Penalty: 774.406982
	Iteration 7F: 3 clusters Score -247996.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -248267.906250 Penalty: 774.406982
	Iteration 8F: 3 clusters Score -248267.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -248517.125000 Penalty: 774.406982
	Iteration 9F: 3 clusters Score -248517.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -248678.671875 Penalty: 774.406982
	Iteration 10Q: 3 clusters Score -248678.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -248787.062500 Penalty: 774.406982
	Iteration 11Q: 3 clusters Score -248787.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -248866.718750 Penalty: 774.406982
	Iteration 12Q: 3 clusters Score -248866.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -248921.781250 Penalty: 774.406982
	Iteration 13Q: 3 clusters Score -248921.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -248960.437500 Penalty: 774.406982
	Iteration 14Q: 3 clusters Score -248960.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -248984.203125 Penalty: 774.406982
	Iteration 15Q: 3 clusters Score -248984.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -249001.984375 Penalty: 774.406982
	Iteration 16Q: 3 clusters Score -249002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -249017.296875 Penalty: 774.406982
	Iteration 17Q: 3 clusters Score -249017.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -249031.875000 Penalty: 774.406982
	Iteration 18Q: 3 clusters Score -249031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -249055.125000 Penalty: 774.406982
	Iteration 19Q: 3 clusters Score -249055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -249065.656250 Penalty: 774.406982
	Iteration 20F: 3 clusters Score -249065.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -249071.671875 Penalty: 774.406982
	Iteration 21Q: 3 clusters Score -249071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -249074.937500 Penalty: 774.406982
	Iteration 22Q: 3 clusters Score -249074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -249076.859375 Penalty: 774.406982
	Iteration 23Q: 3 clusters Score -249076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -249078.125000 Penalty: 774.406982
	Iteration 24Q: 3 clusters Score -249078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -249079.343750 Penalty: 774.406982
	Iteration 25Q: 3 clusters Score -249079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -249081.109375 Penalty: 774.406982
	Iteration 26Q: 3 clusters Score -249081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -249081.359375 Penalty: 774.406982
	Iteration 27Q: 3 clusters Score -249081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -249081.593750 Penalty: 774.406982
	Iteration 28Q: 3 clusters Score -249081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -249081.593750 Penalty: 774.406982
	Iteration 29F: 3 clusters Score -249081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -32216.169922 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -32216.17 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 349 members 
Entering Unmasked Estep 
Score: -31606.574219 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -31606.57 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31760.974609 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -31760.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31793.472656 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -31793.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31820.042969 Penalty: 594.309875
	Iteration 3Q: 3 clusters Score -31820.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31849.154297 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -31849.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31869.994141 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -31869.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31878.923828 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -31878.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31887.134766 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -31887.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31894.533203 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -31894.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31899.451172 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -31899.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31901.587891 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -31901.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31903.113281 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -31903.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31904.537109 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -31904.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31904.935547 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -31904.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31904.935547 Penalty: 594.309875
	Iteration 14F: 3 clusters Score -31904.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32005.425781 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32005.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31465.812500 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31465.81 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31590.333984 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31590.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31613.345703 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31613.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31625.259766 Penalty: 577.293152
	Iteration 3Q: 3 clusters Score -31625.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31631.128906 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31631.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31631.982422 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31631.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31632.650391 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31632.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31633.607422 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31633.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31634.621094 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31634.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31637.203125 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -31638.390625 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31638.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31638.974609 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31638.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31640.826172 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31640.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31643.181641 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31643.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31645.496094 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31648.695312 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31650.621094 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -31650.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31650.966797 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -31650.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31650.966797 Penalty: 577.293152
	Iteration 18F: 3 clusters Score -31650.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11300.854492 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11300.85 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 132 members 
Entering Unmasked Estep 
Score: -10954.292969 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -10954.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11024.441406 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11024.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11044.152344 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11044.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11054.335938 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11054.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11065.164062 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11065.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11070.924805 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11070.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11077.563477 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11077.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11081.699219 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -11081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11082.575195 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -11082.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11082.575195 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -11082.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Entering Unmasked Estep 
Score: -2298179.250000 Penalty: 487.362183
	Iteration 0F: 2 clusters Score -2298179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2268174.500000 Penalty: 974.724365
	Iteration 0F: 3 clusters Score -2268174 nChanged 21651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2281287.500000 Penalty: 974.724365
	Iteration 1F: 3 clusters Score -2281288 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2282167.000000 Penalty: 974.724365
	Iteration 2Q: 3 clusters Score -2282167 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2283657.750000 Penalty: 974.724365
	Iteration 3F: 3 clusters Score -2283658 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2286127.000000 Penalty: 974.724365
	Iteration 4F: 3 clusters Score -2286127 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2289122.000000 Penalty: 974.724365
	Iteration 5F: 3 clusters Score -2289122 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2291295.250000 Penalty: 974.724365
	Iteration 6F: 3 clusters Score -2291295 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2292117.250000 Penalty: 974.724365
	Iteration 7Q: 3 clusters Score -2292117 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2292351.000000 Penalty: 974.724365
	Iteration 8Q: 3 clusters Score -2292351 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2292450.000000 Penalty: 974.724365
	Iteration 9Q: 3 clusters Score -2292450 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2292528.000000 Penalty: 974.724365
	Iteration 10Q: 3 clusters Score -2292528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2292567.000000 Penalty: 974.724365
	Iteration 11Q: 3 clusters Score -2292567 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2292633.250000 Penalty: 974.724365
	Iteration 12Q: 3 clusters Score -2292633 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2292704.250000 Penalty: 974.724365
	Iteration 13Q: 3 clusters Score -2292704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2292773.750000 Penalty: 974.724365
	Iteration 14Q: 3 clusters Score -2292774 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2292815.750000 Penalty: 974.724365
	Iteration 15Q: 3 clusters Score -2292816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2292876.500000 Penalty: 974.724365
	Iteration 16Q: 3 clusters Score -2292876 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2292928.500000 Penalty: 974.724365
	Iteration 17Q: 3 clusters Score -2292928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2292962.500000 Penalty: 974.724365
	Iteration 18Q: 3 clusters Score -2292962 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2293027.250000 Penalty: 974.724365
	Iteration 19Q: 3 clusters Score -2293027 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2293102.750000 Penalty: 974.724365
	Iteration 20F: 3 clusters Score -2293103 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2293174.250000 Penalty: 974.724365
	Iteration 21Q: 3 clusters Score -2293174 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2293254.500000 Penalty: 974.724365
	Iteration 22Q: 3 clusters Score -2293254 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2293342.750000 Penalty: 974.724365
	Iteration 23Q: 3 clusters Score -2293343 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2293431.250000 Penalty: 974.724365
	Iteration 24Q: 3 clusters Score -2293431 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2293535.000000 Penalty: 974.724365
	Iteration 25Q: 3 clusters Score -2293535 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2293641.750000 Penalty: 974.724365
	Iteration 26Q: 3 clusters Score -2293642 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2293750.500000 Penalty: 974.724365
	Iteration 27Q: 3 clusters Score -2293750 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -2293875.250000 Penalty: 974.724365
	Iteration 28Q: 3 clusters Score -2293875 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2294012.750000 Penalty: 974.724365
	Iteration 29Q: 3 clusters Score -2294013 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2294140.000000 Penalty: 974.724365
	Iteration 30Q: 3 clusters Score -2294140 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2294230.750000 Penalty: 974.724365
	Iteration 31Q: 3 clusters Score -2294231 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2294311.500000 Penalty: 974.724365
	Iteration 32Q: 3 clusters Score -2294312 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2294392.250000 Penalty: 974.724365
	Iteration 33Q: 3 clusters Score -2294392 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2294459.500000 Penalty: 974.724365
	Iteration 34Q: 3 clusters Score -2294460 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2294517.250000 Penalty: 974.724365
	Iteration 35Q: 3 clusters Score -2294517 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2294565.000000 Penalty: 974.724365
	Iteration 36Q: 3 clusters Score -2294565 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2294596.500000 Penalty: 974.724365
	Iteration 37Q: 3 clusters Score -2294596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2294634.000000 Penalty: 974.724365
	Iteration 38Q: 3 clusters Score -2294634 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2294656.000000 Penalty: 974.724365
	Iteration 39Q: 3 clusters Score -2294656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2294672.000000 Penalty: 974.724365
	Iteration 40F: 3 clusters Score -2294672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2294701.750000 Penalty: 974.724365
	Iteration 41Q: 3 clusters Score -2294702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2294704.500000 Penalty: 974.724365
	Iteration 42Q: 3 clusters Score -2294704 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2294717.250000 Penalty: 974.724365
	Iteration 43Q: 3 clusters Score -2294717 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2294724.000000 Penalty: 974.724365
	Iteration 44Q: 3 clusters Score -2294724 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2294731.000000 Penalty: 974.724365
	Iteration 45Q: 3 clusters Score -2294731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2294744.500000 Penalty: 974.724365
	Iteration 46Q: 3 clusters Score -2294744 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2294757.000000 Penalty: 974.724365
	Iteration 47Q: 3 clusters Score -2294757 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2294769.500000 Penalty: 974.724365
	Iteration 48Q: 3 clusters Score -2294770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2294773.500000 Penalty: 974.724365
	Iteration 49Q: 3 clusters Score -2294774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2294780.500000 Penalty: 974.724365
	Iteration 50Q: 3 clusters Score -2294780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2294785.000000 Penalty: 974.724365
	Iteration 51Q: 3 clusters Score -2294785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2294793.500000 Penalty: 974.724365
	Iteration 52Q: 3 clusters Score -2294794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2294801.000000 Penalty: 974.724365
	Iteration 53Q: 3 clusters Score -2294801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2294802.750000 Penalty: 974.724365
	Iteration 54Q: 3 clusters Score -2294803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2294802.000000 Penalty: 974.724365
	Iteration 55Q: 3 clusters Score -2294802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2294805.250000 Penalty: 974.724365
	Iteration 56Q: 3 clusters Score -2294805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2294800.000000 Penalty: 974.724365
	Iteration 57Q: 3 clusters Score -2294800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2294803.000000 Penalty: 974.724365
	Iteration 58Q: 3 clusters Score -2294803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2294807.000000 Penalty: 974.724365
	Iteration 59Q: 3 clusters Score -2294807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2294814.000000 Penalty: 974.724365
	Iteration 60F: 3 clusters Score -2294814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2294808.000000 Penalty: 974.724365
	Iteration 61Q: 3 clusters Score -2294808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2294816.750000 Penalty: 974.724365
	Iteration 62Q: 3 clusters Score -2294817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2294819.000000 Penalty: 974.724365
	Iteration 63Q: 3 clusters Score -2294819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2294817.750000 Penalty: 974.724365
	Iteration 64Q: 3 clusters Score -2294818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2294819.000000 Penalty: 974.724365
	Iteration 65Q: 3 clusters Score -2294819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2294821.750000 Penalty: 974.724365
	Iteration 66Q: 3 clusters Score -2294822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2294825.250000 Penalty: 974.724365
	Iteration 67Q: 3 clusters Score -2294825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2294822.250000 Penalty: 974.724365
	Iteration 68Q: 3 clusters Score -2294822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2294828.000000 Penalty: 974.724365
	Iteration 69Q: 3 clusters Score -2294828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2294830.250000 Penalty: 974.724365
	Iteration 70Q: 3 clusters Score -2294830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2294830.500000 Penalty: 974.724365
	Iteration 71Q: 3 clusters Score -2294830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2294831.750000 Penalty: 974.724365
	Iteration 72Q: 3 clusters Score -2294832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2294831.750000 Penalty: 974.724365
	Iteration 73Q: 3 clusters Score -2294832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2294826.750000 Penalty: 974.724365
	Iteration 74Q: 3 clusters Score -2294827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2294836.750000 Penalty: 974.724365
	Iteration 75Q: 3 clusters Score -2294837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2294835.250000 Penalty: 974.724365
	Iteration 76Q: 3 clusters Score -2294835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2294830.500000 Penalty: 974.724365
	Iteration 77Q: 3 clusters Score -2294830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2294832.500000 Penalty: 974.724365
	Iteration 78Q: 3 clusters Score -2294832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2294837.750000 Penalty: 974.724365
	Iteration 79Q: 3 clusters Score -2294838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2294837.750000 Penalty: 974.724365
	Iteration 80F: 3 clusters Score -2294838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2294841.250000 Penalty: 974.724365
	Iteration 81Q: 3 clusters Score -2294841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2294844.250000 Penalty: 974.724365
	Iteration 82Q: 3 clusters Score -2294844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2294844.750000 Penalty: 974.724365
	Iteration 83Q: 3 clusters Score -2294845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2294842.250000 Penalty: 974.724365
	Iteration 84Q: 3 clusters Score -2294842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2294842.000000 Penalty: 974.724365
	Iteration 85Q: 3 clusters Score -2294842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2294850.500000 Penalty: 974.724365
	Iteration 86Q: 3 clusters Score -2294850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2294846.750000 Penalty: 974.724365
	Iteration 87Q: 3 clusters Score -2294847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2294843.750000 Penalty: 974.724365
	Iteration 88Q: 3 clusters Score -2294844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2294843.500000 Penalty: 974.724365
	Iteration 89Q: 3 clusters Score -2294844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2294843.750000 Penalty: 974.724365
	Iteration 90Q: 3 clusters Score -2294844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2294843.000000 Penalty: 974.724365
	Iteration 91Q: 3 clusters Score -2294843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2294849.500000 Penalty: 974.724365
	Iteration 92Q: 3 clusters Score -2294850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2294851.000000 Penalty: 974.724365
	Iteration 93Q: 3 clusters Score -2294851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2294849.000000 Penalty: 974.724365
	Iteration 94Q: 3 clusters Score -2294849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -2294850.750000 Penalty: 974.724365
	Iteration 95Q: 3 clusters Score -2294851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -2294844.750000 Penalty: 974.724365
	Iteration 96Q: 3 clusters Score -2294845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2294846.250000 Penalty: 974.724365
	Iteration 97Q: 3 clusters Score -2294846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2294843.500000 Penalty: 974.724365
	Iteration 98Q: 3 clusters Score -2294844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2294844.250000 Penalty: 974.724365
	Iteration 99Q: 3 clusters Score -2294844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2294851.000000 Penalty: 974.724365
	Iteration 100F: 3 clusters Score -2294851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2294854.000000 Penalty: 974.724365
	Iteration 101Q: 3 clusters Score -2294854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2294850.750000 Penalty: 974.724365
	Iteration 102Q: 3 clusters Score -2294851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2294850.500000 Penalty: 974.724365
	Iteration 103Q: 3 clusters Score -2294850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2294851.750000 Penalty: 974.724365
	Iteration 104Q: 3 clusters Score -2294852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2294849.250000 Penalty: 974.724365
	Iteration 105Q: 3 clusters Score -2294849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2294847.000000 Penalty: 974.724365
	Iteration 106Q: 3 clusters Score -2294847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2294843.750000 Penalty: 974.724365
	Iteration 107Q: 3 clusters Score -2294844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2294847.000000 Penalty: 974.724365
	Iteration 108Q: 3 clusters Score -2294847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2294844.750000 Penalty: 974.724365
	Iteration 109Q: 3 clusters Score -2294845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2294844.750000 Penalty: 974.724365
	Iteration 110Q: 3 clusters Score -2294845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2294843.000000 Penalty: 974.724365
	Iteration 111Q: 3 clusters Score -2294843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2294844.500000 Penalty: 974.724365
	Iteration 112Q: 3 clusters Score -2294844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2294844.500000 Penalty: 974.724365
	Iteration 113Q: 3 clusters Score -2294844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2294844.500000 Penalty: 974.724365
	Iteration 114F: 3 clusters Score -2294844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Entering Unmasked Estep 
Score: -3255418.250000 Penalty: 503.446625
	Iteration 0F: 2 clusters Score -3255418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3212296.500000 Penalty: 1006.893250
	Iteration 0F: 3 clusters Score -3212296 nChanged 31188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3231348.500000 Penalty: 1006.893250
	Iteration 1F: 3 clusters Score -3231348 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3232723.500000 Penalty: 1006.893250
	Iteration 2Q: 3 clusters Score -3232724 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3234853.000000 Penalty: 1006.893250
	Iteration 3F: 3 clusters Score -3234853 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3237894.000000 Penalty: 1006.893250
	Iteration 4F: 3 clusters Score -3237894 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3241779.250000 Penalty: 1006.893250
	Iteration 5F: 3 clusters Score -3241779 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3245307.250000 Penalty: 1006.893250
	Iteration 6F: 3 clusters Score -3245307 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3247177.750000 Penalty: 1006.893250
	Iteration 7F: 3 clusters Score -3247178 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3247864.250000 Penalty: 1006.893250
	Iteration 8Q: 3 clusters Score -3247864 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3248196.250000 Penalty: 1006.893250
	Iteration 9Q: 3 clusters Score -3248196 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3248445.250000 Penalty: 1006.893250
	Iteration 10Q: 3 clusters Score -3248445 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3248710.750000 Penalty: 1006.893250
	Iteration 11Q: 3 clusters Score -3248711 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3248901.750000 Penalty: 1006.893250
	Iteration 12Q: 3 clusters Score -3248902 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3249077.500000 Penalty: 1006.893250
	Iteration 13Q: 3 clusters Score -3249078 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3249261.000000 Penalty: 1006.893250
	Iteration 14Q: 3 clusters Score -3249261 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3249432.500000 Penalty: 1006.893250
	Iteration 15Q: 3 clusters Score -3249432 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3249587.250000 Penalty: 1006.893250
	Iteration 16Q: 3 clusters Score -3249587 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3249703.250000 Penalty: 1006.893250
	Iteration 17Q: 3 clusters Score -3249703 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3249815.000000 Penalty: 1006.893250
	Iteration 18Q: 3 clusters Score -3249815 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3249922.750000 Penalty: 1006.893250
	Iteration 19Q: 3 clusters Score -3249923 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3250045.500000 Penalty: 1006.893250
	Iteration 20F: 3 clusters Score -3250046 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3250183.250000 Penalty: 1006.893250
	Iteration 21Q: 3 clusters Score -3250183 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3250287.500000 Penalty: 1006.893250
	Iteration 22Q: 3 clusters Score -3250288 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3250413.000000 Penalty: 1006.893250
	Iteration 23Q: 3 clusters Score -3250413 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3250558.750000 Penalty: 1006.893250
	Iteration 24Q: 3 clusters Score -3250559 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3250692.750000 Penalty: 1006.893250
	Iteration 25Q: 3 clusters Score -3250693 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3250799.250000 Penalty: 1006.893250
	Iteration 26Q: 3 clusters Score -3250799 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3250933.750000 Penalty: 1006.893250
	Iteration 27Q: 3 clusters Score -3250934 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3251113.500000 Penalty: 1006.893250
	Iteration 28Q: 3 clusters Score -3251114 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3251257.250000 Penalty: 1006.893250
	Iteration 29Q: 3 clusters Score -3251257 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3251400.750000 Penalty: 1006.893250
	Iteration 30Q: 3 clusters Score -3251401 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3251547.250000 Penalty: 1006.893250
	Iteration 31Q: 3 clusters Score -3251547 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3251673.500000 Penalty: 1006.893250
	Iteration 32Q: 3 clusters Score -3251674 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3251788.500000 Penalty: 1006.893250
	Iteration 33Q: 3 clusters Score -3251788 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3251912.750000 Penalty: 1006.893250
	Iteration 34Q: 3 clusters Score -3251913 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3252050.500000 Penalty: 1006.893250
	Iteration 35Q: 3 clusters Score -3252050 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3252161.500000 Penalty: 1006.893250
	Iteration 36Q: 3 clusters Score -3252162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3252279.000000 Penalty: 1006.893250
	Iteration 37Q: 3 clusters Score -3252279 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3252416.250000 Penalty: 1006.893250
	Iteration 38Q: 3 clusters Score -3252416 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3252539.250000 Penalty: 1006.893250
	Iteration 39Q: 3 clusters Score -3252539 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3252667.000000 Penalty: 1006.893250
	Iteration 40F: 3 clusters Score -3252667 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3252848.500000 Penalty: 1006.893250
	Iteration 41Q: 3 clusters Score -3252848 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3252967.500000 Penalty: 1006.893250
	Iteration 42Q: 3 clusters Score -3252968 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3253109.750000 Penalty: 1006.893250
	Iteration 43Q: 3 clusters Score -3253110 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3253277.250000 Penalty: 1006.893250
	Iteration 44Q: 3 clusters Score -3253277 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3253436.500000 Penalty: 1006.893250
	Iteration 45Q: 3 clusters Score -3253436 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3253559.250000 Penalty: 1006.893250
	Iteration 46Q: 3 clusters Score -3253559 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3253670.250000 Penalty: 1006.893250
	Iteration 47Q: 3 clusters Score -3253670 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3253747.000000 Penalty: 1006.893250
	Iteration 48Q: 3 clusters Score -3253747 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3253849.000000 Penalty: 1006.893250
	Iteration 49Q: 3 clusters Score -3253849 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3253973.000000 Penalty: 1006.893250
	Iteration 50Q: 3 clusters Score -3253973 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3254072.500000 Penalty: 1006.893250
	Iteration 51Q: 3 clusters Score -3254072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3254164.750000 Penalty: 1006.893250
	Iteration 52Q: 3 clusters Score -3254165 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3254239.250000 Penalty: 1006.893250
	Iteration 53Q: 3 clusters Score -3254239 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3254321.250000 Penalty: 1006.893250
	Iteration 54Q: 3 clusters Score -3254321 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3254391.750000 Penalty: 1006.893250
	Iteration 55Q: 3 clusters Score -3254392 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3254440.250000 Penalty: 1006.893250
	Iteration 56Q: 3 clusters Score -3254440 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3254487.500000 Penalty: 1006.893250
	Iteration 57Q: 3 clusters Score -3254488 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3254534.750000 Penalty: 1006.893250
	Iteration 58Q: 3 clusters Score -3254535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3254577.250000 Penalty: 1006.893250
	Iteration 59Q: 3 clusters Score -3254577 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3254619.250000 Penalty: 1006.893250
	Iteration 60F: 3 clusters Score -3254619 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3254661.750000 Penalty: 1006.893250
	Iteration 61Q: 3 clusters Score -3254662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3254695.000000 Penalty: 1006.893250
	Iteration 62Q: 3 clusters Score -3254695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3254736.750000 Penalty: 1006.893250
	Iteration 63Q: 3 clusters Score -3254737 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3254754.250000 Penalty: 1006.893250
	Iteration 64Q: 3 clusters Score -3254754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3254773.750000 Penalty: 1006.893250
	Iteration 65Q: 3 clusters Score -3254774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3254801.500000 Penalty: 1006.893250
	Iteration 66Q: 3 clusters Score -3254802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3254836.750000 Penalty: 1006.893250
	Iteration 67Q: 3 clusters Score -3254837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3254856.000000 Penalty: 1006.893250
	Iteration 68Q: 3 clusters Score -3254856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3254874.250000 Penalty: 1006.893250
	Iteration 69Q: 3 clusters Score -3254874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3254895.750000 Penalty: 1006.893250
	Iteration 70Q: 3 clusters Score -3254896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3254906.000000 Penalty: 1006.893250
	Iteration 71Q: 3 clusters Score -3254906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3254933.250000 Penalty: 1006.893250
	Iteration 72Q: 3 clusters Score -3254933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3254947.000000 Penalty: 1006.893250
	Iteration 73Q: 3 clusters Score -3254947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3254964.250000 Penalty: 1006.893250
	Iteration 74Q: 3 clusters Score -3254964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3254982.000000 Penalty: 1006.893250
	Iteration 75Q: 3 clusters Score -3254982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3254981.750000 Penalty: 1006.893250
	Iteration 76Q: 3 clusters Score -3254982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3254987.750000 Penalty: 1006.893250
	Iteration 77Q: 3 clusters Score -3254988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3254996.000000 Penalty: 1006.893250
	Iteration 78Q: 3 clusters Score -3254996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3254993.250000 Penalty: 1006.893250
	Iteration 79Q: 3 clusters Score -3254993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3255006.000000 Penalty: 1006.893250
	Iteration 80F: 3 clusters Score -3255006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3255021.000000 Penalty: 1006.893250
	Iteration 81Q: 3 clusters Score -3255021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3255019.750000 Penalty: 1006.893250
	Iteration 82Q: 3 clusters Score -3255020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3255041.000000 Penalty: 1006.893250
	Iteration 83Q: 3 clusters Score -3255041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3255032.750000 Penalty: 1006.893250
	Iteration 84Q: 3 clusters Score -3255033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3255029.750000 Penalty: 1006.893250
	Iteration 85Q: 3 clusters Score -3255030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3255035.000000 Penalty: 1006.893250
	Iteration 86Q: 3 clusters Score -3255035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3255037.500000 Penalty: 1006.893250
	Iteration 87Q: 3 clusters Score -3255038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3255034.750000 Penalty: 1006.893250
	Iteration 88Q: 3 clusters Score -3255035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3255042.250000 Penalty: 1006.893250
	Iteration 89Q: 3 clusters Score -3255042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3255049.000000 Penalty: 1006.893250
	Iteration 90Q: 3 clusters Score -3255049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3255052.250000 Penalty: 1006.893250
	Iteration 91Q: 3 clusters Score -3255052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3255053.750000 Penalty: 1006.893250
	Iteration 92Q: 3 clusters Score -3255054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3255045.750000 Penalty: 1006.893250
	Iteration 93Q: 3 clusters Score -3255046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3255047.000000 Penalty: 1006.893250
	Iteration 94Q: 3 clusters Score -3255047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3255049.500000 Penalty: 1006.893250
	Iteration 95Q: 3 clusters Score -3255050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3255051.000000 Penalty: 1006.893250
	Iteration 96Q: 3 clusters Score -3255051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3255060.250000 Penalty: 1006.893250
	Iteration 97Q: 3 clusters Score -3255060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3255062.500000 Penalty: 1006.893250
	Iteration 98Q: 3 clusters Score -3255062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3255066.000000 Penalty: 1006.893250
	Iteration 99Q: 3 clusters Score -3255066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3255068.000000 Penalty: 1006.893250
	Iteration 100F: 3 clusters Score -3255068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3255070.500000 Penalty: 1006.893250
	Iteration 101Q: 3 clusters Score -3255070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3255068.000000 Penalty: 1006.893250
	Iteration 102Q: 3 clusters Score -3255068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3255073.000000 Penalty: 1006.893250
	Iteration 103Q: 3 clusters Score -3255073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3255071.250000 Penalty: 1006.893250
	Iteration 104Q: 3 clusters Score -3255071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3255074.500000 Penalty: 1006.893250
	Iteration 105Q: 3 clusters Score -3255074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3255073.500000 Penalty: 1006.893250
	Iteration 106Q: 3 clusters Score -3255074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3255075.500000 Penalty: 1006.893250
	Iteration 107Q: 3 clusters Score -3255076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3255079.000000 Penalty: 1006.893250
	Iteration 108Q: 3 clusters Score -3255079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3255080.500000 Penalty: 1006.893250
	Iteration 109Q: 3 clusters Score -3255080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3255075.000000 Penalty: 1006.893250
	Iteration 110Q: 3 clusters Score -3255075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3255078.000000 Penalty: 1006.893250
	Iteration 111Q: 3 clusters Score -3255078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3255079.500000 Penalty: 1006.893250
	Iteration 112Q: 3 clusters Score -3255080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3255078.750000 Penalty: 1006.893250
	Iteration 113Q: 3 clusters Score -3255079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3255077.500000 Penalty: 1006.893250
	Iteration 114Q: 3 clusters Score -3255078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3255078.000000 Penalty: 1006.893250
	Iteration 115Q: 3 clusters Score -3255078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3255082.250000 Penalty: 1006.893250
	Iteration 116Q: 3 clusters Score -3255082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3255081.000000 Penalty: 1006.893250
	Iteration 117Q: 3 clusters Score -3255081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3255081.500000 Penalty: 1006.893250
	Iteration 118Q: 3 clusters Score -3255082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3255081.750000 Penalty: 1006.893250
	Iteration 119Q: 3 clusters Score -3255082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3255081.750000 Penalty: 1006.893250
	Iteration 120F: 3 clusters Score -3255082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -61038.761719 Penalty: 324.998657
	Iteration 0F: 2 clusters Score -61038.76 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 611 members 
Entering Unmasked Estep 
Score: -60071.328125 Penalty: 649.997314
	Iteration 0F: 3 clusters Score -60071.33 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60347.281250 Penalty: 649.997314
	Iteration 1F: 3 clusters Score -60347.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60406.628906 Penalty: 649.997314
	Iteration 2F: 3 clusters Score -60406.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60453.675781 Penalty: 649.997314
	Iteration 3F: 3 clusters Score -60453.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60489.898438 Penalty: 649.997314
	Iteration 4Q: 3 clusters Score -60489.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60529.855469 Penalty: 649.997314
	Iteration 5Q: 3 clusters Score -60529.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60558.953125 Penalty: 649.997314
	Iteration 6Q: 3 clusters Score -60558.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60581.191406 Penalty: 649.997314
	Iteration 7Q: 3 clusters Score -60581.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60598.765625 Penalty: 649.997314
	Iteration 8Q: 3 clusters Score -60598.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60619.632812 Penalty: 649.997314
	Iteration 9Q: 3 clusters Score -60619.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60635.667969 Penalty: 649.997314
	Iteration 10Q: 3 clusters Score -60635.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60650.851562 Penalty: 649.997314
	Iteration 11Q: 3 clusters Score -60650.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60663.835938 Penalty: 649.997314
	Iteration 12Q: 3 clusters Score -60663.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60675.769531 Penalty: 649.997314
	Iteration 13Q: 3 clusters Score -60675.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60685.628906 Penalty: 649.997314
	Iteration 14Q: 3 clusters Score -60685.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60691.707031 Penalty: 649.997314
	Iteration 15Q: 3 clusters Score -60691.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60699.011719 Penalty: 649.997314
	Iteration 16Q: 3 clusters Score -60699.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60702.507812 Penalty: 649.997314
	Iteration 17Q: 3 clusters Score -60702.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60705.171875 Penalty: 649.997314
	Iteration 18Q: 3 clusters Score -60705.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60707.476562 Penalty: 649.997314
	Iteration 19Q: 3 clusters Score -60707.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60708.171875 Penalty: 649.997314
	Iteration 20F: 3 clusters Score -60708.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60708.847656 Penalty: 649.997314
	Iteration 21Q: 3 clusters Score -60708.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -60709.417969 Penalty: 649.997314
	Iteration 22Q: 3 clusters Score -60709.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -60709.687500 Penalty: 649.997314
	Iteration 23Q: 3 clusters Score -60709.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60710.335938 Penalty: 649.997314
	Iteration 24Q: 3 clusters Score -60710.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60710.480469 Penalty: 649.997314
	Iteration 25Q: 3 clusters Score -60710.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60710.480469 Penalty: 649.997314
	Iteration 26F: 3 clusters Score -60710.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -237260.078125 Penalty: 389.474060
	Iteration 0F: 2 clusters Score -237260.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -233706.281250 Penalty: 778.948120
	Iteration 0F: 3 clusters Score -233706.3 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -235038.625000 Penalty: 778.948120
	Iteration 1F: 3 clusters Score -235038.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -235180.046875 Penalty: 778.948120
	Iteration 2F: 3 clusters Score -235180 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -235324.687500 Penalty: 778.948120
	Iteration 3F: 3 clusters Score -235324.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -235512.734375 Penalty: 778.948120
	Iteration 4F: 3 clusters Score -235512.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -235774.109375 Penalty: 778.948120
	Iteration 5F: 3 clusters Score -235774.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -236088.718750 Penalty: 778.948120
	Iteration 6F: 3 clusters Score -236088.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -236358.109375 Penalty: 778.948120
	Iteration 7F: 3 clusters Score -236358.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -236549.265625 Penalty: 778.948120
	Iteration 8Q: 3 clusters Score -236549.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -236663.156250 Penalty: 778.948120
	Iteration 9Q: 3 clusters Score -236663.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -236743.875000 Penalty: 778.948120
	Iteration 10Q: 3 clusters Score -236743.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -236829.218750 Penalty: 778.948120
	Iteration 11Q: 3 clusters Score -236829.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -236889.375000 Penalty: 778.948120
	Iteration 12Q: 3 clusters Score -236889.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -236937.140625 Penalty: 778.948120
	Iteration 13Q: 3 clusters Score -236937.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -236965.453125 Penalty: 778.948120
	Iteration 14Q: 3 clusters Score -236965.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -236980.609375 Penalty: 778.948120
	Iteration 15Q: 3 clusters Score -236980.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -236988.218750 Penalty: 778.948120
	Iteration 16Q: 3 clusters Score -236988.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -236992.234375 Penalty: 778.948120
	Iteration 17Q: 3 clusters Score -236992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -236997.156250 Penalty: 778.948120
	Iteration 18Q: 3 clusters Score -236997.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -237001.437500 Penalty: 778.948120
	Iteration 19Q: 3 clusters Score -237001.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -237004.203125 Penalty: 778.948120
	Iteration 20F: 3 clusters Score -237004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -237006.031250 Penalty: 778.948120
	Iteration 21Q: 3 clusters Score -237006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -237006.734375 Penalty: 778.948120
	Iteration 22Q: 3 clusters Score -237006.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -237007.750000 Penalty: 778.948120
	Iteration 23Q: 3 clusters Score -237007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -237008.359375 Penalty: 778.948120
	Iteration 24Q: 3 clusters Score -237008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -237008.218750 Penalty: 778.948120
	Iteration 25Q: 3 clusters Score -237008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -237007.984375 Penalty: 778.948120
	Iteration 26Q: 3 clusters Score -237008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -237007.953125 Penalty: 778.948120
	Iteration 27Q: 3 clusters Score -237008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -237007.953125 Penalty: 778.948120
	Iteration 28F: 3 clusters Score -237008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -16153.091797 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -16153.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15762.246094 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -15762.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15863.215820 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -15863.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15878.983398 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -15878.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15886.447266 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -15886.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15890.117188 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -15890.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15894.333008 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -15894.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15895.373047 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -15895.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15897.309570 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -15897.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15899.028320 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -15899.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15900.970703 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -15900.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15902.604492 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -15902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15903.209961 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -15903.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15903.952148 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -15903.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15904.832031 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -15904.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15904.832031 Penalty: 530.701294
	Iteration 14F: 3 clusters Score -15904.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Entering Unmasked Estep 
Score: -525436.375000 Penalty: 419.559265
	Iteration 0F: 2 clusters Score -525436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -518710.281250 Penalty: 839.118530
	Iteration 0F: 3 clusters Score -518710.3 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -521854.000000 Penalty: 839.118530
	Iteration 1F: 3 clusters Score -521854 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -522583.437500 Penalty: 839.118530
	Iteration 2F: 3 clusters Score -522583.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -523508.781250 Penalty: 839.118530
	Iteration 3F: 3 clusters Score -523508.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -524359.187500 Penalty: 839.118530
	Iteration 4F: 3 clusters Score -524359.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -524796.187500 Penalty: 839.118530
	Iteration 5F: 3 clusters Score -524796.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -524931.750000 Penalty: 839.118530
	Iteration 6Q: 3 clusters Score -524931.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -524989.812500 Penalty: 839.118530
	Iteration 7Q: 3 clusters Score -524989.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -525020.375000 Penalty: 839.118530
	Iteration 8Q: 3 clusters Score -525020.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -525045.812500 Penalty: 839.118530
	Iteration 9Q: 3 clusters Score -525045.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -525066.187500 Penalty: 839.118530
	Iteration 10Q: 3 clusters Score -525066.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -525080.812500 Penalty: 839.118530
	Iteration 11Q: 3 clusters Score -525080.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -525089.875000 Penalty: 839.118530
	Iteration 12Q: 3 clusters Score -525089.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -525100.562500 Penalty: 839.118530
	Iteration 13Q: 3 clusters Score -525100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -525107.562500 Penalty: 839.118530
	Iteration 14Q: 3 clusters Score -525107.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -525111.875000 Penalty: 839.118530
	Iteration 15Q: 3 clusters Score -525111.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -525115.312500 Penalty: 839.118530
	Iteration 16Q: 3 clusters Score -525115.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -525119.062500 Penalty: 839.118530
	Iteration 17Q: 3 clusters Score -525119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -525125.375000 Penalty: 839.118530
	Iteration 18Q: 3 clusters Score -525125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -525128.875000 Penalty: 839.118530
	Iteration 19Q: 3 clusters Score -525128.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -525131.937500 Penalty: 839.118530
	Iteration 20F: 3 clusters Score -525131.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -525135.937500 Penalty: 839.118530
	Iteration 21Q: 3 clusters Score -525135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -525138.625000 Penalty: 839.118530
	Iteration 22Q: 3 clusters Score -525138.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -525140.687500 Penalty: 839.118530
	Iteration 23Q: 3 clusters Score -525140.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -525141.562500 Penalty: 839.118530
	Iteration 24Q: 3 clusters Score -525141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -525144.000000 Penalty: 839.118530
	Iteration 25Q: 3 clusters Score -525144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -525146.062500 Penalty: 839.118530
	Iteration 26Q: 3 clusters Score -525146.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -525150.937500 Penalty: 839.118530
	Iteration 27Q: 3 clusters Score -525150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -525154.562500 Penalty: 839.118530
	Iteration 28Q: 3 clusters Score -525154.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -525161.250000 Penalty: 839.118530
	Iteration 29Q: 3 clusters Score -525161.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -525168.437500 Penalty: 839.118530
	Iteration 30Q: 3 clusters Score -525168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -525173.437500 Penalty: 839.118530
	Iteration 31Q: 3 clusters Score -525173.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -525177.250000 Penalty: 839.118530
	Iteration 32Q: 3 clusters Score -525177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -525181.375000 Penalty: 839.118530
	Iteration 33Q: 3 clusters Score -525181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -525181.437500 Penalty: 839.118530
	Iteration 34Q: 3 clusters Score -525181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -525183.750000 Penalty: 839.118530
	Iteration 35Q: 3 clusters Score -525183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -525184.750000 Penalty: 839.118530
	Iteration 36Q: 3 clusters Score -525184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -525185.125000 Penalty: 839.118530
	Iteration 37Q: 3 clusters Score -525185.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -525186.875000 Penalty: 839.118530
	Iteration 38Q: 3 clusters Score -525186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -525187.625000 Penalty: 839.118530
	Iteration 39Q: 3 clusters Score -525187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -525187.687500 Penalty: 839.118530
	Iteration 40F: 3 clusters Score -525187.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -525189.687500 Penalty: 839.118530
	Iteration 41Q: 3 clusters Score -525189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -525190.125000 Penalty: 839.118530
	Iteration 42Q: 3 clusters Score -525190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -525190.125000 Penalty: 839.118530
	Iteration 43Q: 3 clusters Score -525190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -525189.875000 Penalty: 839.118530
	Iteration 44Q: 3 clusters Score -525189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -525189.875000 Penalty: 839.118530
	Iteration 45Q: 3 clusters Score -525189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -525190.437500 Penalty: 839.118530
	Iteration 46Q: 3 clusters Score -525190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -525190.875000 Penalty: 839.118530
	Iteration 47Q: 3 clusters Score -525190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -525190.937500 Penalty: 839.118530
	Iteration 48Q: 3 clusters Score -525190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -525190.437500 Penalty: 839.118530
	Iteration 49Q: 3 clusters Score -525190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -525190.437500 Penalty: 839.118530
	Iteration 50F: 3 clusters Score -525190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -39702.746094 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -39702.75 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 456 members 
Entering Unmasked Estep 
Score: -39001.378906 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -39001.38 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -39234.941406 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -39234.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -39310.605469 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -39310.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -39367.453125 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -39367.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -39416.339844 Penalty: 620.422607
	Iteration 4F: 3 clusters Score -39416.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39464.343750 Penalty: 620.422607
	Iteration 5F: 3 clusters Score -39464.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39505.460938 Penalty: 620.422607
	Iteration 6F: 3 clusters Score -39505.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -39531.960938 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -39531.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -39542.742188 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -39542.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -39557.683594 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -39557.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39564.832031 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -39564.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39567.617188 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -39567.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -39569.367188 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -39569.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39571.261719 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -39571.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39571.972656 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -39571.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39571.972656 Penalty: 620.422607
	Iteration 15F: 3 clusters Score -39571.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -5995.363281 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -5995.363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5751.574707 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5751.575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5792.754883 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5792.755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5806.434570 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -5806.435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5817.685059 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -5817.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5824.417480 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -5824.417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5825.433594 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -5825.434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5831.873535 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -5831.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5832.939941 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -5832.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5832.939941 Penalty: 447.718262
	Iteration 8F: 3 clusters Score -5832.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -42923.003906 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -42923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42148.933594 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -42148.93 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42394.253906 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -42394.25 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -42438.753906 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -42438.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42476.289062 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -42476.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42553.789062 Penalty: 621.116882
	Iteration 4Q: 3 clusters Score -42553.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42711.187500 Penalty: 621.116882
	Iteration 5F: 3 clusters Score -42711.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -42793.882812 Penalty: 621.116882
	Iteration 6F: 3 clusters Score -42793.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42845.082031 Penalty: 621.116882
	Iteration 7F: 3 clusters Score -42845.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42904.144531 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -42904.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42951.449219 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -42951.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42981.378906 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -42981.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43016.292969 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -43016.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43038.800781 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -43038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43049.699219 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -43049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43059.917969 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -43059.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43068.562500 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -43068.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43074.164062 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -43074.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43077.289062 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -43077.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43078.726562 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -43078.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43078.726562 Penalty: 621.116882
	Iteration 19F: 3 clusters Score -43078.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 37566 members 
Mstep: Class 6 contains 216 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 237 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 44858 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 914 members 
Mstep: Class 22 contains 137 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 340717 members 
Mstep: Class 25 contains 165 members 
Entering Unmasked Estep 
Score: -25302226.000000 Penalty: 14994.331055
Splitting cluster 23 changes total score from -25302362.000000 to -25302226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (340717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340717 members 
Entering Unmasked Estep 
Score: -16547879.000000 Penalty: 579.615723
	Iteration 0F: 2 clusters Score -1.654788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 169875 members 
Entering Unmasked Estep 
Score: -16339126.000000 Penalty: 1159.231445
	Iteration 0F: 3 clusters Score -1.633913e+07 nChanged 168524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203648 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -16445676.000000 Penalty: 1159.231445
	Iteration 1F: 3 clusters Score -1.644568e+07 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223814 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16456756.000000 Penalty: 1159.231445
	Iteration 2F: 3 clusters Score -1.645676e+07 nChanged 27676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251080 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -16476122.000000 Penalty: 1159.231445
	Iteration 3F: 3 clusters Score -1.647612e+07 nChanged 32106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283088 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -16501089.000000 Penalty: 1159.231445
	Iteration 4F: 3 clusters Score -1.650109e+07 nChanged 28438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311496 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -16523747.000000 Penalty: 1159.231445
	Iteration 5F: 3 clusters Score -1.652375e+07 nChanged 17765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329259 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -16539061.000000 Penalty: 1159.231445
	Iteration 6F: 3 clusters Score -1.653906e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336980 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -16545139.000000 Penalty: 1159.231445
	Iteration 7Q: 3 clusters Score -1.654514e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339520 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16546630.000000 Penalty: 1159.231445
	Iteration 8Q: 3 clusters Score -1.654663e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340252 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16547165.000000 Penalty: 1159.231445
	Iteration 9Q: 3 clusters Score -1.654716e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340405 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16547364.000000 Penalty: 1159.231445
	Iteration 10Q: 3 clusters Score -1.654736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340438 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16547441.000000 Penalty: 1159.231445
	Iteration 11Q: 3 clusters Score -1.654744e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340445 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16547484.000000 Penalty: 1159.231445
	Iteration 12Q: 3 clusters Score -1.654748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340441 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16547512.000000 Penalty: 1159.231445
	Iteration 13Q: 3 clusters Score -1.654751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340438 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16547518.000000 Penalty: 1159.231445
	Iteration 14Q: 3 clusters Score -1.654752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340433 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16547501.000000 Penalty: 1159.231445
	Iteration 15Q: 3 clusters Score -1.65475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340427 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16547516.000000 Penalty: 1159.231445
	Iteration 16Q: 3 clusters Score -1.654752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340419 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16547548.000000 Penalty: 1159.231445
	Iteration 17Q: 3 clusters Score -1.654755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16547569.000000 Penalty: 1159.231445
	Iteration 18Q: 3 clusters Score -1.654757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340412 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16547566.000000 Penalty: 1159.231445
	Iteration 19Q: 3 clusters Score -1.654757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340412 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16547569.000000 Penalty: 1159.231445
	Iteration 20F: 3 clusters Score -1.654757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340410 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16547580.000000 Penalty: 1159.231445
	Iteration 21Q: 3 clusters Score -1.654758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16547578.000000 Penalty: 1159.231445
	Iteration 22Q: 3 clusters Score -1.654758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340412 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16547577.000000 Penalty: 1159.231445
	Iteration 23Q: 3 clusters Score -1.654758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340412 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16547576.000000 Penalty: 1159.231445
	Iteration 24Q: 3 clusters Score -1.654758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16547576.000000 Penalty: 1159.231445
	Iteration 25Q: 3 clusters Score -1.654758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16547587.000000 Penalty: 1159.231445
	Iteration 26Q: 3 clusters Score -1.654759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16547590.000000 Penalty: 1159.231445
	Iteration 27Q: 3 clusters Score -1.654759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16547592.000000 Penalty: 1159.231445
	Iteration 28Q: 3 clusters Score -1.654759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16547588.000000 Penalty: 1159.231445
	Iteration 29Q: 3 clusters Score -1.654759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16547588.000000 Penalty: 1159.231445
	Iteration 30F: 3 clusters Score -1.654759e+07 nChanged 0
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75874488.000000 Penalty: 15594.243164
21->25 Clusters: Score -75874488.000000, best is -75874240.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 25526 members 
Mstep: Class 3 contains 25367 members 
Mstep: Class 4 contains 25706 members 
Mstep: Class 5 contains 25263 members 
Mstep: Class 6 contains 25231 members 
Mstep: Class 7 contains 25259 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 25454 members 
Mstep: Class 10 contains 25126 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 25163 members 
Mstep: Class 13 contains 25263 members 
Mstep: Class 14 contains 25341 members 
Mstep: Class 15 contains 25278 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 25032 members 
Mstep: Class 18 contains 25026 members 
Mstep: Class 19 contains 25202 members 
Mstep: Class 20 contains 25514 members 
Mstep: Class 21 contains 25133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 12.396736 but Gain 599.773438
Score: -23073282.000000 Penalty: 11995.464844
Iteration 0F: 21 clusters Score -2.307328e+07 nChanged 504657
Entering Unmasked Mstep 
Mstep: Class 0 contains 2325 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14784 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 53267 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 7 contains 16757 members 
Mstep: Class 8 contains 231698 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 12174 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 23900 members 
Mstep: Class 18 contains 46512 members 
Mstep: Class 19 contains 32339 members 
Mstep: Class 20 contains 4931 members 
Mstep: Class 21 contains 47059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 534.674683 but Gain 599.773438
Score: -24840644.000000 Penalty: 11395.691406
Iteration 1F: 20 clusters Score -2.484064e+07 nChanged 154714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1470 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 41594 members 
Mstep: Class 6 contains 1722 members 
Mstep: Class 7 contains 7329 members 
Mstep: Class 8 contains 319583 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 931 members 
Mstep: Class 15 contains 815 members 
Mstep: Class 17 contains 13738 members 
Mstep: Class 18 contains 38908 members 
Mstep: Class 19 contains 22585 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 45641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 213.308990 but Gain 599.773438
Score: -25068430.000000 Penalty: 10795.917969
Iteration 2F: 19 clusters Score -2.506843e+07 nChanged 84161
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2883 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 309 members 
Mstep: Class 5 contains 24939 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 374420 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 17 contains 8328 members 
Mstep: Class 18 contains 29755 members 
Mstep: Class 19 contains 15132 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 48609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 67.100388 but Gain 599.772461
Score: -25133136.000000 Penalty: 10196.145508
Iteration 3F: 18 clusters Score -2.513314e+07 nChanged 43543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 8 contains 398912 members 
Mstep: Class 9 contains 405 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 13 contains 13362 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 50480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 174.197525 but Gain 599.773438
Score: -25149620.000000 Penalty: 9596.372070
Iteration 4F: 17 clusters Score -2.514962e+07 nChanged 25330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 5 contains 9039 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 8 contains 408287 members 
Mstep: Class 9 contains 165 members 
Mstep: Class 10 contains 1431 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 13 contains 13311 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 25452 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 51638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 154.155899 but Gain 599.773438
Score: -25165034.000000 Penalty: 8996.598633
Iteration 5Q: 16 clusters Score -2.516503e+07 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 8 contains 411223 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 13 contains 13214 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 27056 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 262 members 
Mstep: Class 21 contains 52071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 224.181763 but Gain 599.773438
Score: -25176906.000000 Penalty: 8396.825195
Iteration 6Q: 15 clusters Score -2.517691e+07 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 908 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 222 members 
Mstep: Class 8 contains 411347 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 13 contains 13056 members 
Mstep: Class 14 contains 242 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 29850 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 21 contains 52278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 272.556763 but Gain 599.772949
Score: -25186868.000000 Penalty: 7797.052246
Iteration 7Q: 14 clusters Score -2.518687e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 5 contains 5218 members 
Mstep: Class 8 contains 410258 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 13 contains 12912 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 33240 members 
Mstep: Class 19 contains 6175 members 
Mstep: Class 21 contains 52373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25195306.000000 Penalty: 7797.052246
Iteration 8Q: 14 clusters Score -2.519531e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 8 contains 408455 members 
Mstep: Class 10 contains 1447 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 13 contains 12847 members 
Mstep: Class 14 contains 220 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 36768 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 21 contains 52390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25202096.000000 Penalty: 7797.052246
Iteration 9Q: 14 clusters Score -2.52021e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 8 contains 406427 members 
Mstep: Class 10 contains 1448 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 13 contains 12814 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 40187 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 21 contains 52327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25207324.000000 Penalty: 7797.052246
Iteration 10Q: 14 clusters Score -2.520732e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 8 contains 404145 members 
Mstep: Class 10 contains 1452 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 13 contains 12819 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 43615 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 21 contains 52284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25212124.000000 Penalty: 7797.052246
Iteration 11Q: 14 clusters Score -2.521212e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 8 contains 401846 members 
Mstep: Class 10 contains 1454 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 13 contains 12830 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 46840 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 21 contains 52201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25216446.000000 Penalty: 7797.052246
Iteration 12Q: 14 clusters Score -2.521645e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 510 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 8 contains 399515 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 13 contains 12893 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 49795 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 21 contains 52137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 527.817505 but Gain 599.773438
Score: -25221152.000000 Penalty: 7197.278809
Iteration 13Q: 13 clusters Score -2.522115e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 8 contains 397336 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 13 contains 12951 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 52687 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 21 contains 52111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25225678.000000 Penalty: 7197.278809
Iteration 14Q: 13 clusters Score -2.522568e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 8 contains 395179 members 
Mstep: Class 10 contains 1456 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 183 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 54811 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 21 contains 52146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25229000.000000 Penalty: 7197.278809
Iteration 15Q: 13 clusters Score -2.5229e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 8 contains 393218 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 56630 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 21 contains 52182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25231844.000000 Penalty: 7197.278809
Iteration 16Q: 13 clusters Score -2.523184e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 8 contains 391450 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 13 contains 13217 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 4451 members 
Mstep: Class 21 contains 52158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25233956.000000 Penalty: 7197.278809
Iteration 17Q: 13 clusters Score -2.523396e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 8 contains 389865 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 59712 members 
Mstep: Class 19 contains 4508 members 
Mstep: Class 21 contains 52098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25236262.000000 Penalty: 7197.278809
Iteration 18Q: 13 clusters Score -2.523626e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 8 contains 388502 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 17 contains 1121 members 
Mstep: Class 18 contains 60988 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 21 contains 51988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25237936.000000 Penalty: 7197.278809
Iteration 19Q: 13 clusters Score -2.523794e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 8 contains 387240 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 13 contains 13642 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 62139 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 21 contains 51891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25241372.000000 Penalty: 7197.278809
Iteration 20F: 13 clusters Score -2.524137e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 698 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 8 contains 384373 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 13 contains 13776 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 64767 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 21 contains 51791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25245648.000000 Penalty: 7197.278809
Iteration 21Q: 13 clusters Score -2.524565e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 8 contains 381908 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 13 contains 13898 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 67023 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 21 contains 51650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25249520.000000 Penalty: 7197.278809
Iteration 22Q: 13 clusters Score -2.524952e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 8 contains 379570 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 3087 members 
Mstep: Class 13 contains 14006 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1042 members 
Mstep: Class 18 contains 69080 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 21 contains 51539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25252692.000000 Penalty: 7197.278809
Iteration 23Q: 13 clusters Score -2.525269e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 8 contains 377491 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 13 contains 14087 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 70903 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 21 contains 51421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25255376.000000 Penalty: 7197.278809
Iteration 24Q: 13 clusters Score -2.525538e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 8 contains 375604 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 18 contains 72469 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 21 contains 51315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25257440.000000 Penalty: 7197.278809
Iteration 25Q: 13 clusters Score -2.525744e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 986 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 8 contains 373804 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 73906 members 
Mstep: Class 19 contains 6275 members 
Mstep: Class 21 contains 51227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25259226.000000 Penalty: 7197.278809
Iteration 26Q: 13 clusters Score -2.525923e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 8 contains 372195 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3265 members 
Mstep: Class 13 contains 14312 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 75193 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 21 contains 51159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25260734.000000 Penalty: 7197.278809
Iteration 27Q: 13 clusters Score -2.526073e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 8 contains 370668 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3289 members 
Mstep: Class 13 contains 14420 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 18 contains 76379 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 21 contains 51076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25262074.000000 Penalty: 7197.278809
Iteration 28Q: 13 clusters Score -2.526207e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 8 contains 369286 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 13 contains 14501 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 77484 members 
Mstep: Class 19 contains 6924 members 
Mstep: Class 21 contains 51000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25263190.000000 Penalty: 7197.278809
Iteration 29Q: 13 clusters Score -2.526319e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 8 contains 367948 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 78510 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 21 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25264418.000000 Penalty: 7197.278809
Iteration 30Q: 13 clusters Score -2.526442e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1300 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 8 contains 366783 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 79386 members 
Mstep: Class 19 contains 7308 members 
Mstep: Class 21 contains 50880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25265372.000000 Penalty: 7197.278809
Iteration 31Q: 13 clusters Score -2.526537e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 8 contains 365742 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 80182 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 21 contains 50802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25266220.000000 Penalty: 7197.278809
Iteration 32Q: 13 clusters Score -2.526622e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 8 contains 364780 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 13 contains 14972 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 80894 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 21 contains 50727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25266920.000000 Penalty: 7197.278809
Iteration 33Q: 13 clusters Score -2.526692e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 8 contains 363891 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 81546 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 21 contains 50660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25267452.000000 Penalty: 7197.278809
Iteration 34Q: 13 clusters Score -2.526745e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 8 contains 363131 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 13 contains 15195 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 82103 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 21 contains 50610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25268180.000000 Penalty: 7197.278809
Iteration 35Q: 13 clusters Score -2.526818e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 8 contains 362457 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 13 contains 15307 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 968 members 
Mstep: Class 18 contains 82592 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 21 contains 50554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25268710.000000 Penalty: 7197.278809
Iteration 36Q: 13 clusters Score -2.526871e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 8 contains 361856 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3471 members 
Mstep: Class 13 contains 15431 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 83009 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 21 contains 50499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25269072.000000 Penalty: 7197.278809
Iteration 37Q: 13 clusters Score -2.526907e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 8 contains 361276 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 13 contains 15543 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 83392 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 21 contains 50466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25269584.000000 Penalty: 7197.278809
Iteration 38Q: 13 clusters Score -2.526958e+07 nChanged 760
Entering ConstructFrom: 
Score: -25269584.000000 Penalty: 7197.278809
Entering ConstructFrom: 
Trying to split cluster 2 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -75735.132812 Penalty: 330.417694
	Iteration 0F: 2 clusters Score -75735.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -74638.234375 Penalty: 660.835388
	Iteration 0F: 3 clusters Score -74638.23 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -74981.726562 Penalty: 660.835388
	Iteration 1F: 3 clusters Score -74981.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -75050.921875 Penalty: 660.835388
	Iteration 2F: 3 clusters Score -75050.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -75103.765625 Penalty: 660.835388
	Iteration 3F: 3 clusters Score -75103.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -75164.281250 Penalty: 660.835388
	Iteration 4F: 3 clusters Score -75164.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -75227.320312 Penalty: 660.835388
	Iteration 5F: 3 clusters Score -75227.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75280.031250 Penalty: 660.835388
	Iteration 6Q: 3 clusters Score -75280.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -75322.015625 Penalty: 660.835388
	Iteration 7Q: 3 clusters Score -75322.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -75361.031250 Penalty: 660.835388
	Iteration 8Q: 3 clusters Score -75361.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -75394.320312 Penalty: 660.835388
	Iteration 9Q: 3 clusters Score -75394.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -75414.273438 Penalty: 660.835388
	Iteration 10Q: 3 clusters Score -75414.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -75427.664062 Penalty: 660.835388
	Iteration 11Q: 3 clusters Score -75427.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -75434.539062 Penalty: 660.835388
	Iteration 12Q: 3 clusters Score -75434.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -75437.906250 Penalty: 660.835388
	Iteration 13Q: 3 clusters Score -75437.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -75439.507812 Penalty: 660.835388
	Iteration 14Q: 3 clusters Score -75439.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -75440.757812 Penalty: 660.835388
	Iteration 15Q: 3 clusters Score -75440.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -75440.757812 Penalty: 660.835388
	Iteration 16F: 3 clusters Score -75440.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -55776.628906 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -55776.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -54799.664062 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -54799.66 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -55407.718750 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -55407.72 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -55962.968750 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -55962.97 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -56345.132812 Penalty: 650.570984
	Iteration 3F: 3 clusters Score -56345.13 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -56498.847656 Penalty: 650.570984
	Iteration 4F: 3 clusters Score -56498.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -56544.468750 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -56544.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -56548.066406 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -56548.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -56549.253906 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -56549.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -56550.179688 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -56550.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -56550.789062 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -56550.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -56552.015625 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -56552.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -56552.199219 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -56552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -56552.503906 Penalty: 650.570984
	Iteration 12Q: 3 clusters Score -56552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -56552.535156 Penalty: 650.570984
	Iteration 13Q: 3 clusters Score -56552.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -56552.535156 Penalty: 650.570984
	Iteration 14F: 3 clusters Score -56552.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 8 contains 360778 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 21 contains 50432 members 
Entering Unmasked Estep 
Score: -25270486.000000 Penalty: 7797.052246
Splitting cluster 3 changes total score from -25269584.000000 to -25270486.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -139002.687500 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -139002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -136999.921875 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -136999.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -137862.265625 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -137862.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -138105.765625 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -138105.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138449.218750 Penalty: 727.296448
	Iteration 3F: 3 clusters Score -138449.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -138826.062500 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -138826.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139055.468750 Penalty: 727.296448
	Iteration 5F: 3 clusters Score -139055.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139153.515625 Penalty: 727.296448
	Iteration 6Q: 3 clusters Score -139153.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139176.671875 Penalty: 727.296448
	Iteration 7Q: 3 clusters Score -139176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139181.609375 Penalty: 727.296448
	Iteration 8Q: 3 clusters Score -139181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139185.453125 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -139185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139188.265625 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -139188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139190.031250 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -139190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139190.500000 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -139190.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139190.890625 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -139190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139190.937500 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -139190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139190.875000 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -139190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139190.875000 Penalty: 727.296448
	Iteration 16F: 3 clusters Score -139190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 8 contains 360778 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 21 contains 50432 members 
Entering Unmasked Estep 
Score: -25270412.000000 Penalty: 8396.825195
Splitting cluster 5 changes total score from -25269584.000000 to -25270412.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (360778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360778 members 
Entering Unmasked Estep 
Score: -17535524.000000 Penalty: 582.218811
	Iteration 0F: 2 clusters Score -1.753552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180021 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -17337630.000000 Penalty: 1164.437622
	Iteration 0F: 3 clusters Score -1.733763e+07 nChanged 178335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159596 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -17454916.000000 Penalty: 1164.437622
	Iteration 1F: 3 clusters Score -1.745492e+07 nChanged 20298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148144 members 
Mstep: Class 2 contains 212634 members 
Entering Unmasked Estep 
Score: -17468088.000000 Penalty: 1164.437622
	Iteration 2F: 3 clusters Score -1.746809e+07 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Mstep: Class 2 contains 226922 members 
Entering Unmasked Estep 
Score: -17488924.000000 Penalty: 1164.437622
	Iteration 3F: 3 clusters Score -1.748892e+07 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 240423 members 
Entering Unmasked Estep 
Score: -17511222.000000 Penalty: 1164.437622
	Iteration 4F: 3 clusters Score -1.751122e+07 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 249828 members 
Entering Unmasked Estep 
Score: -17524264.000000 Penalty: 1164.437622
	Iteration 5F: 3 clusters Score -1.752426e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 256928 members 
Entering Unmasked Estep 
Score: -17528562.000000 Penalty: 1164.437622
	Iteration 6Q: 3 clusters Score -1.752856e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 263219 members 
Entering Unmasked Estep 
Score: -17530110.000000 Penalty: 1164.437622
	Iteration 7Q: 3 clusters Score -1.753011e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 269187 members 
Entering Unmasked Estep 
Score: -17530808.000000 Penalty: 1164.437622
	Iteration 8Q: 3 clusters Score -1.753081e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 274909 members 
Entering Unmasked Estep 
Score: -17531380.000000 Penalty: 1164.437622
	Iteration 9Q: 3 clusters Score -1.753138e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 280357 members 
Entering Unmasked Estep 
Score: -17531826.000000 Penalty: 1164.437622
	Iteration 10Q: 3 clusters Score -1.753183e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 285723 members 
Entering Unmasked Estep 
Score: -17532250.000000 Penalty: 1164.437622
	Iteration 11Q: 3 clusters Score -1.753225e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 290696 members 
Entering Unmasked Estep 
Score: -17532234.000000 Penalty: 1164.437622
	Iteration 12Q: 3 clusters Score -1.753223e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 295166 members 
Entering Unmasked Estep 
Score: -17531902.000000 Penalty: 1164.437622
	Iteration 13Q: 3 clusters Score -1.75319e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 299285 members 
Entering Unmasked Estep 
Score: -17531496.000000 Penalty: 1164.437622
	Iteration 14Q: 3 clusters Score -1.75315e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 303109 members 
Entering Unmasked Estep 
Score: -17531290.000000 Penalty: 1164.437622
	Iteration 15Q: 3 clusters Score -1.753129e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 306641 members 
Entering Unmasked Estep 
Score: -17531256.000000 Penalty: 1164.437622
	Iteration 16Q: 3 clusters Score -1.753126e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 309986 members 
Entering Unmasked Estep 
Score: -17531262.000000 Penalty: 1164.437622
	Iteration 17Q: 3 clusters Score -1.753126e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 313056 members 
Entering Unmasked Estep 
Score: -17531436.000000 Penalty: 1164.437622
	Iteration 18Q: 3 clusters Score -1.753144e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 315953 members 
Entering Unmasked Estep 
Score: -17531634.000000 Penalty: 1164.437622
	Iteration 19Q: 3 clusters Score -1.753163e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 318750 members 
Entering Unmasked Estep 
Score: -17532014.000000 Penalty: 1164.437622
	Iteration 20F: 3 clusters Score -1.753201e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 321371 members 
Entering Unmasked Estep 
Score: -17532294.000000 Penalty: 1164.437622
	Iteration 21Q: 3 clusters Score -1.753229e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 323846 members 
Entering Unmasked Estep 
Score: -17532604.000000 Penalty: 1164.437622
	Iteration 22Q: 3 clusters Score -1.75326e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 326224 members 
Entering Unmasked Estep 
Score: -17533064.000000 Penalty: 1164.437622
	Iteration 23Q: 3 clusters Score -1.753306e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 328503 members 
Entering Unmasked Estep 
Score: -17533666.000000 Penalty: 1164.437622
	Iteration 24Q: 3 clusters Score -1.753367e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 330734 members 
Entering Unmasked Estep 
Score: -17534110.000000 Penalty: 1164.437622
	Iteration 25Q: 3 clusters Score -1.753411e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 332843 members 
Entering Unmasked Estep 
Score: -17534858.000000 Penalty: 1164.437622
	Iteration 26Q: 3 clusters Score -1.753486e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 334874 members 
Entering Unmasked Estep 
Score: -17535094.000000 Penalty: 1164.437622
	Iteration 27Q: 3 clusters Score -1.753509e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 336849 members 
Entering Unmasked Estep 
Score: -17535080.000000 Penalty: 1164.437622
	Iteration 28Q: 3 clusters Score -1.753508e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 338712 members 
Entering Unmasked Estep 
Score: -17534928.000000 Penalty: 1164.437622
	Iteration 29Q: 3 clusters Score -1.753493e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 340573 members 
Entering Unmasked Estep 
Score: -17534814.000000 Penalty: 1164.437622
	Iteration 30Q: 3 clusters Score -1.753481e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 342359 members 
Entering Unmasked Estep 
Score: -17534892.000000 Penalty: 1164.437622
	Iteration 31Q: 3 clusters Score -1.753489e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 344018 members 
Entering Unmasked Estep 
Score: -17535092.000000 Penalty: 1164.437622
	Iteration 32Q: 3 clusters Score -1.753509e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 345661 members 
Entering Unmasked Estep 
Score: -17535118.000000 Penalty: 1164.437622
	Iteration 33Q: 3 clusters Score -1.753512e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 347248 members 
Entering Unmasked Estep 
Score: -17535310.000000 Penalty: 1164.437622
	Iteration 34Q: 3 clusters Score -1.753531e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 348845 members 
Entering Unmasked Estep 
Score: -17535442.000000 Penalty: 1164.437622
	Iteration 35Q: 3 clusters Score -1.753544e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 350376 members 
Entering Unmasked Estep 
Score: -17535326.000000 Penalty: 1164.437622
	Iteration 36Q: 3 clusters Score -1.753533e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 351814 members 
Entering Unmasked Estep 
Score: -17535162.000000 Penalty: 1164.437622
	Iteration 37Q: 3 clusters Score -1.753516e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 353066 members 
Entering Unmasked Estep 
Score: -17534908.000000 Penalty: 1164.437622
	Iteration 38Q: 3 clusters Score -1.753491e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 354244 members 
Entering Unmasked Estep 
Score: -17534872.000000 Penalty: 1164.437622
	Iteration 39Q: 3 clusters Score -1.753487e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 355304 members 
Entering Unmasked Estep 
Score: -17534944.000000 Penalty: 1164.437622
	Iteration 40F: 3 clusters Score -1.753494e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 356225 members 
Entering Unmasked Estep 
Score: -17534948.000000 Penalty: 1164.437622
	Iteration 41Q: 3 clusters Score -1.753495e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 357022 members 
Entering Unmasked Estep 
Score: -17534876.000000 Penalty: 1164.437622
	Iteration 42Q: 3 clusters Score -1.753488e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 357696 members 
Entering Unmasked Estep 
Score: -17534838.000000 Penalty: 1164.437622
	Iteration 43Q: 3 clusters Score -1.753484e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 358279 members 
Entering Unmasked Estep 
Score: -17534874.000000 Penalty: 1164.437622
	Iteration 44Q: 3 clusters Score -1.753487e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 358760 members 
Entering Unmasked Estep 
Score: -17534904.000000 Penalty: 1164.437622
	Iteration 45Q: 3 clusters Score -1.75349e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 359140 members 
Entering Unmasked Estep 
Score: -17534964.000000 Penalty: 1164.437622
	Iteration 46Q: 3 clusters Score -1.753496e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 359411 members 
Entering Unmasked Estep 
Score: -17534976.000000 Penalty: 1164.437622
	Iteration 47Q: 3 clusters Score -1.753498e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 359610 members 
Entering Unmasked Estep 
Score: -17534996.000000 Penalty: 1164.437622
	Iteration 48Q: 3 clusters Score -1.7535e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 359778 members 
Entering Unmasked Estep 
Score: -17535034.000000 Penalty: 1164.437622
	Iteration 49Q: 3 clusters Score -1.753503e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 359901 members 
Entering Unmasked Estep 
Score: -17535022.000000 Penalty: 1164.437622
	Iteration 50Q: 3 clusters Score -1.753502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 360011 members 
Entering Unmasked Estep 
Score: -17535048.000000 Penalty: 1164.437622
	Iteration 51Q: 3 clusters Score -1.753505e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 360091 members 
Entering Unmasked Estep 
Score: -17535096.000000 Penalty: 1164.437622
	Iteration 52Q: 3 clusters Score -1.75351e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 360160 members 
Entering Unmasked Estep 
Score: -17535088.000000 Penalty: 1164.437622
	Iteration 53Q: 3 clusters Score -1.753509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 360213 members 
Entering Unmasked Estep 
Score: -17535102.000000 Penalty: 1164.437622
	Iteration 54Q: 3 clusters Score -1.75351e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 360249 members 
Entering Unmasked Estep 
Score: -17535098.000000 Penalty: 1164.437622
	Iteration 55Q: 3 clusters Score -1.75351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 360276 members 
Entering Unmasked Estep 
Score: -17535074.000000 Penalty: 1164.437622
	Iteration 56Q: 3 clusters Score -1.753507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 360308 members 
Entering Unmasked Estep 
Score: -17535078.000000 Penalty: 1164.437622
	Iteration 57Q: 3 clusters Score -1.753508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 360334 members 
Entering Unmasked Estep 
Score: -17535064.000000 Penalty: 1164.437622
	Iteration 58Q: 3 clusters Score -1.753506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 360359 members 
Entering Unmasked Estep 
Score: -17535086.000000 Penalty: 1164.437622
	Iteration 59Q: 3 clusters Score -1.753509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 360380 members 
Entering Unmasked Estep 
Score: -17535102.000000 Penalty: 1164.437622
	Iteration 60F: 3 clusters Score -1.75351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 360399 members 
Entering Unmasked Estep 
Score: -17535106.000000 Penalty: 1164.437622
	Iteration 61Q: 3 clusters Score -1.753511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 360417 members 
Entering Unmasked Estep 
Score: -17535088.000000 Penalty: 1164.437622
	Iteration 62Q: 3 clusters Score -1.753509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360431 members 
Entering Unmasked Estep 
Score: -17535100.000000 Penalty: 1164.437622
	Iteration 63Q: 3 clusters Score -1.75351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 360442 members 
Entering Unmasked Estep 
Score: -17535110.000000 Penalty: 1164.437622
	Iteration 64Q: 3 clusters Score -1.753511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360446 members 
Entering Unmasked Estep 
Score: -17535088.000000 Penalty: 1164.437622
	Iteration 65Q: 3 clusters Score -1.753509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 360445 members 
Entering Unmasked Estep 
Score: -17535096.000000 Penalty: 1164.437622
	Iteration 66Q: 3 clusters Score -1.75351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 360445 members 
Entering Unmasked Estep 
Score: -17535082.000000 Penalty: 1164.437622
	Iteration 67Q: 3 clusters Score -1.753508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360446 members 
Entering Unmasked Estep 
Score: -17535070.000000 Penalty: 1164.437622
	Iteration 68Q: 3 clusters Score -1.753507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360446 members 
Entering Unmasked Estep 
Score: -17535068.000000 Penalty: 1164.437622
	Iteration 69Q: 3 clusters Score -1.753507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 360448 members 
Entering Unmasked Estep 
Score: -17535072.000000 Penalty: 1164.437622
	Iteration 70Q: 3 clusters Score -1.753507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 360451 members 
Entering Unmasked Estep 
Score: -17535084.000000 Penalty: 1164.437622
	Iteration 71Q: 3 clusters Score -1.753508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 360451 members 
Entering Unmasked Estep 
Score: -17535084.000000 Penalty: 1164.437622
	Iteration 72F: 3 clusters Score -1.753508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -62963.589844 Penalty: 331.552856
	Iteration 0F: 2 clusters Score -62963.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -61932.289062 Penalty: 663.105713
	Iteration 0F: 3 clusters Score -61932.29 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -62455.304688 Penalty: 663.105713
	Iteration 1F: 3 clusters Score -62455.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -62873.742188 Penalty: 663.105713
	Iteration 2F: 3 clusters Score -62873.74 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -63264.566406 Penalty: 663.105713
	Iteration 3F: 3 clusters Score -63264.57 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -63695.464844 Penalty: 663.105713
	Iteration 4F: 3 clusters Score -63695.46 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -63776.246094 Penalty: 663.105713
	Iteration 5F: 3 clusters Score -63776.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -63804.410156 Penalty: 663.105713
	Iteration 6Q: 3 clusters Score -63804.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -63814.738281 Penalty: 663.105713
	Iteration 7Q: 3 clusters Score -63814.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -63831.257812 Penalty: 663.105713
	Iteration 8Q: 3 clusters Score -63831.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -63842.148438 Penalty: 663.105713
	Iteration 9Q: 3 clusters Score -63842.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -63851.292969 Penalty: 663.105713
	Iteration 10Q: 3 clusters Score -63851.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -63855.613281 Penalty: 663.105713
	Iteration 11Q: 3 clusters Score -63855.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -63858.164062 Penalty: 663.105713
	Iteration 12Q: 3 clusters Score -63858.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -63866.152344 Penalty: 663.105713
	Iteration 13Q: 3 clusters Score -63866.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -63866.941406 Penalty: 663.105713
	Iteration 14Q: 3 clusters Score -63866.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -63866.941406 Penalty: 663.105713
	Iteration 15F: 3 clusters Score -63866.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 8 contains 360778 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 21 contains 50432 members 
Entering Unmasked Estep 
Score: -25271030.000000 Penalty: 8996.598633
Splitting cluster 10 changes total score from -25269584.000000 to -25271030.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -182023.390625 Penalty: 371.769196
	Iteration 0F: 2 clusters Score -182023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -179529.687500 Penalty: 743.538391
	Iteration 0F: 3 clusters Score -179529.7 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -180430.796875 Penalty: 743.538391
	Iteration 1F: 3 clusters Score -180430.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -180516.890625 Penalty: 743.538391
	Iteration 2F: 3 clusters Score -180516.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -180586.359375 Penalty: 743.538391
	Iteration 3Q: 3 clusters Score -180586.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -180654.296875 Penalty: 743.538391
	Iteration 4Q: 3 clusters Score -180654.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -180758.953125 Penalty: 743.538391
	Iteration 5Q: 3 clusters Score -180759 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -180901.953125 Penalty: 743.538391
	Iteration 6F: 3 clusters Score -180902 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -181033.500000 Penalty: 743.538391
	Iteration 7F: 3 clusters Score -181033.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -181140.515625 Penalty: 743.538391
	Iteration 8Q: 3 clusters Score -181140.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -181195.906250 Penalty: 743.538391
	Iteration 9Q: 3 clusters Score -181195.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -181221.484375 Penalty: 743.538391
	Iteration 10Q: 3 clusters Score -181221.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -181235.781250 Penalty: 743.538391
	Iteration 11Q: 3 clusters Score -181235.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -181246.984375 Penalty: 743.538391
	Iteration 12Q: 3 clusters Score -181247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -181260.671875 Penalty: 743.538391
	Iteration 13Q: 3 clusters Score -181260.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -181271.687500 Penalty: 743.538391
	Iteration 14Q: 3 clusters Score -181271.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -181284.359375 Penalty: 743.538391
	Iteration 15Q: 3 clusters Score -181284.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -181291.625000 Penalty: 743.538391
	Iteration 16Q: 3 clusters Score -181291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -181296.203125 Penalty: 743.538391
	Iteration 17Q: 3 clusters Score -181296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -181302.218750 Penalty: 743.538391
	Iteration 18Q: 3 clusters Score -181302.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -181306.687500 Penalty: 743.538391
	Iteration 19Q: 3 clusters Score -181306.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -181313.656250 Penalty: 743.538391
	Iteration 20F: 3 clusters Score -181313.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -181322.984375 Penalty: 743.538391
	Iteration 21Q: 3 clusters Score -181323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -181332.156250 Penalty: 743.538391
	Iteration 22Q: 3 clusters Score -181332.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -181343.296875 Penalty: 743.538391
	Iteration 23Q: 3 clusters Score -181343.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -181350.406250 Penalty: 743.538391
	Iteration 24Q: 3 clusters Score -181350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -181355.500000 Penalty: 743.538391
	Iteration 25Q: 3 clusters Score -181355.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -181361.562500 Penalty: 743.538391
	Iteration 26Q: 3 clusters Score -181361.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -181366.937500 Penalty: 743.538391
	Iteration 27Q: 3 clusters Score -181366.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -181372.671875 Penalty: 743.538391
	Iteration 28Q: 3 clusters Score -181372.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -181383.796875 Penalty: 743.538391
	Iteration 29Q: 3 clusters Score -181383.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -181393.343750 Penalty: 743.538391
	Iteration 30Q: 3 clusters Score -181393.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -181403.843750 Penalty: 743.538391
	Iteration 31Q: 3 clusters Score -181403.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -181415.750000 Penalty: 743.538391
	Iteration 32Q: 3 clusters Score -181415.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -181436.328125 Penalty: 743.538391
	Iteration 33Q: 3 clusters Score -181436.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -181449.984375 Penalty: 743.538391
	Iteration 34Q: 3 clusters Score -181450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -181458.812500 Penalty: 743.538391
	Iteration 35Q: 3 clusters Score -181458.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -181467.453125 Penalty: 743.538391
	Iteration 36Q: 3 clusters Score -181467.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -181477.421875 Penalty: 743.538391
	Iteration 37Q: 3 clusters Score -181477.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -181483.343750 Penalty: 743.538391
	Iteration 38Q: 3 clusters Score -181483.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -181489.937500 Penalty: 743.538391
	Iteration 39Q: 3 clusters Score -181489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -181498.750000 Penalty: 743.538391
	Iteration 40F: 3 clusters Score -181498.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -181509.109375 Penalty: 743.538391
	Iteration 41Q: 3 clusters Score -181509.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -181519.218750 Penalty: 743.538391
	Iteration 42Q: 3 clusters Score -181519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -181526.234375 Penalty: 743.538391
	Iteration 43Q: 3 clusters Score -181526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -181528.828125 Penalty: 743.538391
	Iteration 44Q: 3 clusters Score -181528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -181532.562500 Penalty: 743.538391
	Iteration 45Q: 3 clusters Score -181532.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -181535.828125 Penalty: 743.538391
	Iteration 46Q: 3 clusters Score -181535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -181541.031250 Penalty: 743.538391
	Iteration 47Q: 3 clusters Score -181541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -181545.390625 Penalty: 743.538391
	Iteration 48Q: 3 clusters Score -181545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -181550.781250 Penalty: 743.538391
	Iteration 49Q: 3 clusters Score -181550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -181554.937500 Penalty: 743.538391
	Iteration 50Q: 3 clusters Score -181554.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -181558.828125 Penalty: 743.538391
	Iteration 51Q: 3 clusters Score -181558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -181561.187500 Penalty: 743.538391
	Iteration 52Q: 3 clusters Score -181561.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -181563.625000 Penalty: 743.538391
	Iteration 53Q: 3 clusters Score -181563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -181566.375000 Penalty: 743.538391
	Iteration 54Q: 3 clusters Score -181566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -181569.453125 Penalty: 743.538391
	Iteration 55Q: 3 clusters Score -181569.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -181574.984375 Penalty: 743.538391
	Iteration 56Q: 3 clusters Score -181575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -181581.078125 Penalty: 743.538391
	Iteration 57Q: 3 clusters Score -181581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -181589.015625 Penalty: 743.538391
	Iteration 58Q: 3 clusters Score -181589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -181595.984375 Penalty: 743.538391
	Iteration 59Q: 3 clusters Score -181596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -181608.812500 Penalty: 743.538391
	Iteration 60F: 3 clusters Score -181608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -181614.390625 Penalty: 743.538391
	Iteration 61Q: 3 clusters Score -181614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -181618.656250 Penalty: 743.538391
	Iteration 62Q: 3 clusters Score -181618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -181624.546875 Penalty: 743.538391
	Iteration 63Q: 3 clusters Score -181624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -181627.406250 Penalty: 743.538391
	Iteration 64Q: 3 clusters Score -181627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -181633.375000 Penalty: 743.538391
	Iteration 65Q: 3 clusters Score -181633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -181637.140625 Penalty: 743.538391
	Iteration 66Q: 3 clusters Score -181637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -181639.203125 Penalty: 743.538391
	Iteration 67Q: 3 clusters Score -181639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -181645.046875 Penalty: 743.538391
	Iteration 68Q: 3 clusters Score -181645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -181647.593750 Penalty: 743.538391
	Iteration 69Q: 3 clusters Score -181647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -181649.843750 Penalty: 743.538391
	Iteration 70Q: 3 clusters Score -181649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -181651.078125 Penalty: 743.538391
	Iteration 71Q: 3 clusters Score -181651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -181651.343750 Penalty: 743.538391
	Iteration 72Q: 3 clusters Score -181651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -181654.250000 Penalty: 743.538391
	Iteration 73Q: 3 clusters Score -181654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -181654.953125 Penalty: 743.538391
	Iteration 74Q: 3 clusters Score -181655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -181655.562500 Penalty: 743.538391
	Iteration 75Q: 3 clusters Score -181655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -181655.750000 Penalty: 743.538391
	Iteration 76Q: 3 clusters Score -181655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -181656.093750 Penalty: 743.538391
	Iteration 77Q: 3 clusters Score -181656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -181656.093750 Penalty: 743.538391
	Iteration 78F: 3 clusters Score -181656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -774102.625000 Penalty: 439.504486
	Iteration 0F: 2 clusters Score -774102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -763669.812500 Penalty: 879.008972
	Iteration 0F: 3 clusters Score -763669.8 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -767885.875000 Penalty: 879.008972
	Iteration 1F: 3 clusters Score -767885.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -768058.062500 Penalty: 879.008972
	Iteration 2Q: 3 clusters Score -768058.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -768257.250000 Penalty: 879.008972
	Iteration 3Q: 3 clusters Score -768257.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -768463.812500 Penalty: 879.008972
	Iteration 4Q: 3 clusters Score -768463.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -768691.437500 Penalty: 879.008972
	Iteration 5Q: 3 clusters Score -768691.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -769000.375000 Penalty: 879.008972
	Iteration 6Q: 3 clusters Score -769000.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -769466.937500 Penalty: 879.008972
	Iteration 7Q: 3 clusters Score -769466.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -770179.750000 Penalty: 879.008972
	Iteration 8F: 3 clusters Score -770179.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -770899.250000 Penalty: 879.008972
	Iteration 9F: 3 clusters Score -770899.2 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -771333.750000 Penalty: 879.008972
	Iteration 10F: 3 clusters Score -771333.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -771530.937500 Penalty: 879.008972
	Iteration 11Q: 3 clusters Score -771530.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -771689.000000 Penalty: 879.008972
	Iteration 12Q: 3 clusters Score -771689 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -771832.687500 Penalty: 879.008972
	Iteration 13Q: 3 clusters Score -771832.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -772001.375000 Penalty: 879.008972
	Iteration 14Q: 3 clusters Score -772001.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -772167.937500 Penalty: 879.008972
	Iteration 15Q: 3 clusters Score -772167.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -772323.562500 Penalty: 879.008972
	Iteration 16Q: 3 clusters Score -772323.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -772476.687500 Penalty: 879.008972
	Iteration 17Q: 3 clusters Score -772476.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -772618.562500 Penalty: 879.008972
	Iteration 18Q: 3 clusters Score -772618.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -772757.937500 Penalty: 879.008972
	Iteration 19Q: 3 clusters Score -772757.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -772907.750000 Penalty: 879.008972
	Iteration 20F: 3 clusters Score -772907.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -773054.375000 Penalty: 879.008972
	Iteration 21Q: 3 clusters Score -773054.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -773214.062500 Penalty: 879.008972
	Iteration 22Q: 3 clusters Score -773214.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -773353.062500 Penalty: 879.008972
	Iteration 23Q: 3 clusters Score -773353.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -773440.625000 Penalty: 879.008972
	Iteration 24Q: 3 clusters Score -773440.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -773502.812500 Penalty: 879.008972
	Iteration 25Q: 3 clusters Score -773502.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -773549.312500 Penalty: 879.008972
	Iteration 26Q: 3 clusters Score -773549.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -773568.562500 Penalty: 879.008972
	Iteration 27Q: 3 clusters Score -773568.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -773582.750000 Penalty: 879.008972
	Iteration 28Q: 3 clusters Score -773582.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -773590.125000 Penalty: 879.008972
	Iteration 29Q: 3 clusters Score -773590.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -773595.250000 Penalty: 879.008972
	Iteration 30Q: 3 clusters Score -773595.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -773600.187500 Penalty: 879.008972
	Iteration 31Q: 3 clusters Score -773600.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -773603.937500 Penalty: 879.008972
	Iteration 32Q: 3 clusters Score -773603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -773604.875000 Penalty: 879.008972
	Iteration 33Q: 3 clusters Score -773604.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -773608.125000 Penalty: 879.008972
	Iteration 34Q: 3 clusters Score -773608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -773612.125000 Penalty: 879.008972
	Iteration 35Q: 3 clusters Score -773612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -773613.562500 Penalty: 879.008972
	Iteration 36Q: 3 clusters Score -773613.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -773613.250000 Penalty: 879.008972
	Iteration 37Q: 3 clusters Score -773613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -773616.500000 Penalty: 879.008972
	Iteration 38Q: 3 clusters Score -773616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -773614.625000 Penalty: 879.008972
	Iteration 39Q: 3 clusters Score -773614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -773613.937500 Penalty: 879.008972
	Iteration 40F: 3 clusters Score -773613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -773616.312500 Penalty: 879.008972
	Iteration 41Q: 3 clusters Score -773616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -773615.187500 Penalty: 879.008972
	Iteration 42Q: 3 clusters Score -773615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -773615.687500 Penalty: 879.008972
	Iteration 43Q: 3 clusters Score -773615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -773615.875000 Penalty: 879.008972
	Iteration 44Q: 3 clusters Score -773615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -773615.500000 Penalty: 879.008972
	Iteration 45Q: 3 clusters Score -773615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -773616.500000 Penalty: 879.008972
	Iteration 46Q: 3 clusters Score -773616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -773615.812500 Penalty: 879.008972
	Iteration 47Q: 3 clusters Score -773615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -773616.937500 Penalty: 879.008972
	Iteration 48Q: 3 clusters Score -773616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -773616.937500 Penalty: 879.008972
	Iteration 49F: 3 clusters Score -773616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9414.991211 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9414.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9130.353516 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9130.354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9215.611328 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9215.611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9222.898438 Penalty: 477.956909
	Iteration 2Q: 3 clusters Score -9222.898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9231.932617 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9231.933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9239.895508 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9239.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9241.173828 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9241.174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9241.557617 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9241.558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9241.557617 Penalty: 477.956909
	Iteration 7F: 3 clusters Score -9241.558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -48974.777344 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -48974.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48208.691406 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -48208.69 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48417.636719 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -48417.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48476.203125 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -48476.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48513.925781 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -48513.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48537.714844 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -48537.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48564.960938 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -48564.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48599.925781 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -48599.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48631.316406 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -48631.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48643.085938 Penalty: 621.609558
	Iteration 8Q: 3 clusters Score -48643.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48653.484375 Penalty: 621.609558
	Iteration 9Q: 3 clusters Score -48653.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48663.234375 Penalty: 621.609558
	Iteration 10Q: 3 clusters Score -48663.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -48668.957031 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -48668.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48671.207031 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -48671.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48673.039062 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -48673.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -48674.511719 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -48674.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -48676.050781 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -48676.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -48681.027344 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -48681.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48688.085938 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -48688.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48694.882812 Penalty: 621.609558
	Iteration 18Q: 3 clusters Score -48694.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -48698.257812 Penalty: 621.609558
	Iteration 19Q: 3 clusters Score -48698.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -48702.515625 Penalty: 621.609558
	Iteration 20F: 3 clusters Score -48702.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -48706.597656 Penalty: 621.609558
	Iteration 21Q: 3 clusters Score -48706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -48708.308594 Penalty: 621.609558
	Iteration 22Q: 3 clusters Score -48708.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48711.695312 Penalty: 621.609558
	Iteration 23Q: 3 clusters Score -48711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -48716.921875 Penalty: 621.609558
	Iteration 24Q: 3 clusters Score -48716.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -48716.921875 Penalty: 621.609558
	Iteration 25F: 3 clusters Score -48716.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Entering Unmasked Estep 
Score: -4232567.000000 Penalty: 515.748779
	Iteration 0F: 2 clusters Score -4232567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -4175968.250000 Penalty: 1031.497559
	Iteration 0F: 3 clusters Score -4175968 nChanged 40973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4201118.500000 Penalty: 1031.497559
	Iteration 1F: 3 clusters Score -4201118 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4202804.500000 Penalty: 1031.497559
	Iteration 2Q: 3 clusters Score -4202804 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -4205341.000000 Penalty: 1031.497559
	Iteration 3F: 3 clusters Score -4205341 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -4209060.500000 Penalty: 1031.497559
	Iteration 4F: 3 clusters Score -4209060 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4213675.500000 Penalty: 1031.497559
	Iteration 5F: 3 clusters Score -4213676 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4217871.500000 Penalty: 1031.497559
	Iteration 6F: 3 clusters Score -4217872 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4220486.000000 Penalty: 1031.497559
	Iteration 7F: 3 clusters Score -4220486 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4221829.500000 Penalty: 1031.497559
	Iteration 8Q: 3 clusters Score -4221830 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4222607.500000 Penalty: 1031.497559
	Iteration 9Q: 3 clusters Score -4222608 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4223154.000000 Penalty: 1031.497559
	Iteration 10Q: 3 clusters Score -4223154 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4223645.000000 Penalty: 1031.497559
	Iteration 11Q: 3 clusters Score -4223645 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4224158.500000 Penalty: 1031.497559
	Iteration 12Q: 3 clusters Score -4224158 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4224645.000000 Penalty: 1031.497559
	Iteration 13Q: 3 clusters Score -4224645 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4225135.500000 Penalty: 1031.497559
	Iteration 14Q: 3 clusters Score -4225136 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4225660.000000 Penalty: 1031.497559
	Iteration 15Q: 3 clusters Score -4225660 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4226170.500000 Penalty: 1031.497559
	Iteration 16Q: 3 clusters Score -4226170 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4226712.000000 Penalty: 1031.497559
	Iteration 17Q: 3 clusters Score -4226712 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -4227165.500000 Penalty: 1031.497559
	Iteration 18Q: 3 clusters Score -4227166 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4227691.500000 Penalty: 1031.497559
	Iteration 19Q: 3 clusters Score -4227692 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4228155.000000 Penalty: 1031.497559
	Iteration 20F: 3 clusters Score -4228155 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4228612.000000 Penalty: 1031.497559
	Iteration 21Q: 3 clusters Score -4228612 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4228995.000000 Penalty: 1031.497559
	Iteration 22Q: 3 clusters Score -4228995 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4229353.500000 Penalty: 1031.497559
	Iteration 23Q: 3 clusters Score -4229354 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4229732.000000 Penalty: 1031.497559
	Iteration 24Q: 3 clusters Score -4229732 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4230027.000000 Penalty: 1031.497559
	Iteration 25Q: 3 clusters Score -4230027 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4230258.500000 Penalty: 1031.497559
	Iteration 26Q: 3 clusters Score -4230258 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -4230501.500000 Penalty: 1031.497559
	Iteration 27Q: 3 clusters Score -4230502 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4230702.500000 Penalty: 1031.497559
	Iteration 28Q: 3 clusters Score -4230702 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4230881.500000 Penalty: 1031.497559
	Iteration 29Q: 3 clusters Score -4230882 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -4231028.000000 Penalty: 1031.497559
	Iteration 30Q: 3 clusters Score -4231028 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -4231196.500000 Penalty: 1031.497559
	Iteration 31Q: 3 clusters Score -4231196 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4231308.500000 Penalty: 1031.497559
	Iteration 32Q: 3 clusters Score -4231308 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4231437.000000 Penalty: 1031.497559
	Iteration 33Q: 3 clusters Score -4231437 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4231526.500000 Penalty: 1031.497559
	Iteration 34Q: 3 clusters Score -4231526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4231612.500000 Penalty: 1031.497559
	Iteration 35Q: 3 clusters Score -4231612 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4231718.500000 Penalty: 1031.497559
	Iteration 36Q: 3 clusters Score -4231718 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4231811.500000 Penalty: 1031.497559
	Iteration 37Q: 3 clusters Score -4231812 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4231877.000000 Penalty: 1031.497559
	Iteration 38Q: 3 clusters Score -4231877 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4231929.500000 Penalty: 1031.497559
	Iteration 39Q: 3 clusters Score -4231930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4231962.500000 Penalty: 1031.497559
	Iteration 40F: 3 clusters Score -4231962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4231997.500000 Penalty: 1031.497559
	Iteration 41Q: 3 clusters Score -4231998 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4232030.500000 Penalty: 1031.497559
	Iteration 42Q: 3 clusters Score -4232030 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4232071.500000 Penalty: 1031.497559
	Iteration 43Q: 3 clusters Score -4232072 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4232089.500000 Penalty: 1031.497559
	Iteration 44Q: 3 clusters Score -4232090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4232114.500000 Penalty: 1031.497559
	Iteration 45Q: 3 clusters Score -4232114 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4232139.500000 Penalty: 1031.497559
	Iteration 46Q: 3 clusters Score -4232140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4232143.500000 Penalty: 1031.497559
	Iteration 47Q: 3 clusters Score -4232144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4232164.000000 Penalty: 1031.497559
	Iteration 48Q: 3 clusters Score -4232164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4232192.000000 Penalty: 1031.497559
	Iteration 49Q: 3 clusters Score -4232192 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4232183.500000 Penalty: 1031.497559
	Iteration 50Q: 3 clusters Score -4232184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4232204.000000 Penalty: 1031.497559
	Iteration 51Q: 3 clusters Score -4232204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4232208.000000 Penalty: 1031.497559
	Iteration 52Q: 3 clusters Score -4232208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4232214.500000 Penalty: 1031.497559
	Iteration 53Q: 3 clusters Score -4232214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4232231.000000 Penalty: 1031.497559
	Iteration 54Q: 3 clusters Score -4232231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4232236.500000 Penalty: 1031.497559
	Iteration 55Q: 3 clusters Score -4232236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4232241.500000 Penalty: 1031.497559
	Iteration 56Q: 3 clusters Score -4232242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4232247.000000 Penalty: 1031.497559
	Iteration 57Q: 3 clusters Score -4232247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4232258.500000 Penalty: 1031.497559
	Iteration 58Q: 3 clusters Score -4232258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4232256.500000 Penalty: 1031.497559
	Iteration 59Q: 3 clusters Score -4232256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4232267.500000 Penalty: 1031.497559
	Iteration 60F: 3 clusters Score -4232268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4232258.500000 Penalty: 1031.497559
	Iteration 61Q: 3 clusters Score -4232258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4232260.500000 Penalty: 1031.497559
	Iteration 62Q: 3 clusters Score -4232260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4232263.000000 Penalty: 1031.497559
	Iteration 63Q: 3 clusters Score -4232263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4232264.000000 Penalty: 1031.497559
	Iteration 64Q: 3 clusters Score -4232264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4232280.000000 Penalty: 1031.497559
	Iteration 65Q: 3 clusters Score -4232280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4232299.500000 Penalty: 1031.497559
	Iteration 66Q: 3 clusters Score -4232300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4232315.000000 Penalty: 1031.497559
	Iteration 67Q: 3 clusters Score -4232315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4232315.000000 Penalty: 1031.497559
	Iteration 68Q: 3 clusters Score -4232315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4232306.500000 Penalty: 1031.497559
	Iteration 69Q: 3 clusters Score -4232306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4232309.500000 Penalty: 1031.497559
	Iteration 70Q: 3 clusters Score -4232310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4232317.500000 Penalty: 1031.497559
	Iteration 71Q: 3 clusters Score -4232318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4232326.500000 Penalty: 1031.497559
	Iteration 72Q: 3 clusters Score -4232326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4232343.000000 Penalty: 1031.497559
	Iteration 73Q: 3 clusters Score -4232343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4232352.500000 Penalty: 1031.497559
	Iteration 74Q: 3 clusters Score -4232352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4232345.000000 Penalty: 1031.497559
	Iteration 75Q: 3 clusters Score -4232345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4232341.500000 Penalty: 1031.497559
	Iteration 76Q: 3 clusters Score -4232342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4232360.500000 Penalty: 1031.497559
	Iteration 77Q: 3 clusters Score -4232360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4232362.000000 Penalty: 1031.497559
	Iteration 78Q: 3 clusters Score -4232362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4232363.500000 Penalty: 1031.497559
	Iteration 79Q: 3 clusters Score -4232364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4232371.000000 Penalty: 1031.497559
	Iteration 80F: 3 clusters Score -4232371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4232377.500000 Penalty: 1031.497559
	Iteration 81Q: 3 clusters Score -4232378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4232378.500000 Penalty: 1031.497559
	Iteration 82Q: 3 clusters Score -4232378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4232385.000000 Penalty: 1031.497559
	Iteration 83Q: 3 clusters Score -4232385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4232382.500000 Penalty: 1031.497559
	Iteration 84Q: 3 clusters Score -4232382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4232390.500000 Penalty: 1031.497559
	Iteration 85Q: 3 clusters Score -4232390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4232392.000000 Penalty: 1031.497559
	Iteration 86Q: 3 clusters Score -4232392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4232396.000000 Penalty: 1031.497559
	Iteration 87Q: 3 clusters Score -4232396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4232395.000000 Penalty: 1031.497559
	Iteration 88Q: 3 clusters Score -4232395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4232400.000000 Penalty: 1031.497559
	Iteration 89Q: 3 clusters Score -4232400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4232399.000000 Penalty: 1031.497559
	Iteration 90Q: 3 clusters Score -4232399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4232402.000000 Penalty: 1031.497559
	Iteration 91Q: 3 clusters Score -4232402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4232401.000000 Penalty: 1031.497559
	Iteration 92Q: 3 clusters Score -4232401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4232405.500000 Penalty: 1031.497559
	Iteration 93Q: 3 clusters Score -4232406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4232401.500000 Penalty: 1031.497559
	Iteration 94Q: 3 clusters Score -4232402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4232406.500000 Penalty: 1031.497559
	Iteration 95Q: 3 clusters Score -4232406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4232405.000000 Penalty: 1031.497559
	Iteration 96Q: 3 clusters Score -4232405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4232405.000000 Penalty: 1031.497559
	Iteration 97Q: 3 clusters Score -4232405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4232404.500000 Penalty: 1031.497559
	Iteration 98Q: 3 clusters Score -4232404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4232409.000000 Penalty: 1031.497559
	Iteration 99Q: 3 clusters Score -4232409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4232408.000000 Penalty: 1031.497559
	Iteration 100F: 3 clusters Score -4232408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4232405.500000 Penalty: 1031.497559
	Iteration 101Q: 3 clusters Score -4232406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4232405.500000 Penalty: 1031.497559
	Iteration 102Q: 3 clusters Score -4232406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4232405.000000 Penalty: 1031.497559
	Iteration 103Q: 3 clusters Score -4232405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4232403.000000 Penalty: 1031.497559
	Iteration 104Q: 3 clusters Score -4232403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4232406.000000 Penalty: 1031.497559
	Iteration 105Q: 3 clusters Score -4232406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4232413.000000 Penalty: 1031.497559
	Iteration 106Q: 3 clusters Score -4232413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4232416.500000 Penalty: 1031.497559
	Iteration 107Q: 3 clusters Score -4232416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4232413.500000 Penalty: 1031.497559
	Iteration 108Q: 3 clusters Score -4232414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4232409.500000 Penalty: 1031.497559
	Iteration 109Q: 3 clusters Score -4232410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4232409.000000 Penalty: 1031.497559
	Iteration 110Q: 3 clusters Score -4232409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4232408.000000 Penalty: 1031.497559
	Iteration 111Q: 3 clusters Score -4232408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4232408.500000 Penalty: 1031.497559
	Iteration 112Q: 3 clusters Score -4232408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4232406.000000 Penalty: 1031.497559
	Iteration 113Q: 3 clusters Score -4232406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4232403.500000 Penalty: 1031.497559
	Iteration 114Q: 3 clusters Score -4232404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4232405.500000 Penalty: 1031.497559
	Iteration 115Q: 3 clusters Score -4232406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4232408.500000 Penalty: 1031.497559
	Iteration 116Q: 3 clusters Score -4232408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4232409.000000 Penalty: 1031.497559
	Iteration 117Q: 3 clusters Score -4232409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4232406.500000 Penalty: 1031.497559
	Iteration 118Q: 3 clusters Score -4232406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4232404.500000 Penalty: 1031.497559
	Iteration 119Q: 3 clusters Score -4232404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4232403.000000 Penalty: 1031.497559
	Iteration 120F: 3 clusters Score -4232403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4232411.500000 Penalty: 1031.497559
	Iteration 121Q: 3 clusters Score -4232412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4232410.500000 Penalty: 1031.497559
	Iteration 122Q: 3 clusters Score -4232410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4232414.500000 Penalty: 1031.497559
	Iteration 123Q: 3 clusters Score -4232414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4232415.000000 Penalty: 1031.497559
	Iteration 124Q: 3 clusters Score -4232415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4232411.500000 Penalty: 1031.497559
	Iteration 125Q: 3 clusters Score -4232412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4232413.000000 Penalty: 1031.497559
	Iteration 126Q: 3 clusters Score -4232413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4232414.500000 Penalty: 1031.497559
	Iteration 127Q: 3 clusters Score -4232414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4232412.000000 Penalty: 1031.497559
	Iteration 128Q: 3 clusters Score -4232412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4232418.000000 Penalty: 1031.497559
	Iteration 129Q: 3 clusters Score -4232418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4232416.500000 Penalty: 1031.497559
	Iteration 130Q: 3 clusters Score -4232416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4232418.000000 Penalty: 1031.497559
	Iteration 131Q: 3 clusters Score -4232418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4232415.500000 Penalty: 1031.497559
	Iteration 132Q: 3 clusters Score -4232416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4232415.500000 Penalty: 1031.497559
	Iteration 133F: 3 clusters Score -4232416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -426461.187500 Penalty: 410.378174
	Iteration 0F: 2 clusters Score -426461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -420963.437500 Penalty: 820.756348
	Iteration 0F: 3 clusters Score -420963.4 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -423082.687500 Penalty: 820.756348
	Iteration 1F: 3 clusters Score -423082.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -423354.000000 Penalty: 820.756348
	Iteration 2F: 3 clusters Score -423354 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -423723.781250 Penalty: 820.756348
	Iteration 3F: 3 clusters Score -423723.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -424213.593750 Penalty: 820.756348
	Iteration 4F: 3 clusters Score -424213.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -424696.437500 Penalty: 820.756348
	Iteration 5F: 3 clusters Score -424696.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -425101.593750 Penalty: 820.756348
	Iteration 6F: 3 clusters Score -425101.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -425346.406250 Penalty: 820.756348
	Iteration 7F: 3 clusters Score -425346.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -425449.687500 Penalty: 820.756348
	Iteration 8Q: 3 clusters Score -425449.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -425500.906250 Penalty: 820.756348
	Iteration 9Q: 3 clusters Score -425500.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -425530.218750 Penalty: 820.756348
	Iteration 10Q: 3 clusters Score -425530.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -425550.156250 Penalty: 820.756348
	Iteration 11Q: 3 clusters Score -425550.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -425562.031250 Penalty: 820.756348
	Iteration 12Q: 3 clusters Score -425562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -425576.062500 Penalty: 820.756348
	Iteration 13Q: 3 clusters Score -425576.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -425592.843750 Penalty: 820.756348
	Iteration 14Q: 3 clusters Score -425592.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -425615.312500 Penalty: 820.756348
	Iteration 15Q: 3 clusters Score -425615.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -425642.093750 Penalty: 820.756348
	Iteration 16Q: 3 clusters Score -425642.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -425663.812500 Penalty: 820.756348
	Iteration 17Q: 3 clusters Score -425663.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -425680.531250 Penalty: 820.756348
	Iteration 18Q: 3 clusters Score -425680.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -425691.750000 Penalty: 820.756348
	Iteration 19Q: 3 clusters Score -425691.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -425700.656250 Penalty: 820.756348
	Iteration 20F: 3 clusters Score -425700.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -425709.562500 Penalty: 820.756348
	Iteration 21Q: 3 clusters Score -425709.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -425716.968750 Penalty: 820.756348
	Iteration 22Q: 3 clusters Score -425717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -425723.937500 Penalty: 820.756348
	Iteration 23Q: 3 clusters Score -425723.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -425730.500000 Penalty: 820.756348
	Iteration 24Q: 3 clusters Score -425730.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -425735.468750 Penalty: 820.756348
	Iteration 25Q: 3 clusters Score -425735.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -425738.812500 Penalty: 820.756348
	Iteration 26Q: 3 clusters Score -425738.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -425743.781250 Penalty: 820.756348
	Iteration 27Q: 3 clusters Score -425743.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -425751.031250 Penalty: 820.756348
	Iteration 28Q: 3 clusters Score -425751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -425755.906250 Penalty: 820.756348
	Iteration 29Q: 3 clusters Score -425755.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -425761.531250 Penalty: 820.756348
	Iteration 30Q: 3 clusters Score -425761.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -425768.281250 Penalty: 820.756348
	Iteration 31Q: 3 clusters Score -425768.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -425777.218750 Penalty: 820.756348
	Iteration 32Q: 3 clusters Score -425777.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -425787.906250 Penalty: 820.756348
	Iteration 33Q: 3 clusters Score -425787.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -425794.968750 Penalty: 820.756348
	Iteration 34Q: 3 clusters Score -425795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -425804.343750 Penalty: 820.756348
	Iteration 35Q: 3 clusters Score -425804.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -425817.500000 Penalty: 820.756348
	Iteration 36Q: 3 clusters Score -425817.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -425829.687500 Penalty: 820.756348
	Iteration 37Q: 3 clusters Score -425829.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -425842.906250 Penalty: 820.756348
	Iteration 38Q: 3 clusters Score -425842.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -425856.593750 Penalty: 820.756348
	Iteration 39Q: 3 clusters Score -425856.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -425874.406250 Penalty: 820.756348
	Iteration 40F: 3 clusters Score -425874.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -425887.375000 Penalty: 820.756348
	Iteration 41Q: 3 clusters Score -425887.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -425900.875000 Penalty: 820.756348
	Iteration 42Q: 3 clusters Score -425900.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -425914.093750 Penalty: 820.756348
	Iteration 43Q: 3 clusters Score -425914.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -425923.937500 Penalty: 820.756348
	Iteration 44Q: 3 clusters Score -425923.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -425936.093750 Penalty: 820.756348
	Iteration 45Q: 3 clusters Score -425936.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425949.187500 Penalty: 820.756348
	Iteration 46Q: 3 clusters Score -425949.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425960.812500 Penalty: 820.756348
	Iteration 47Q: 3 clusters Score -425960.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425974.125000 Penalty: 820.756348
	Iteration 48Q: 3 clusters Score -425974.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -425991.343750 Penalty: 820.756348
	Iteration 49Q: 3 clusters Score -425991.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -426005.781250 Penalty: 820.756348
	Iteration 50Q: 3 clusters Score -426005.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -426019.750000 Penalty: 820.756348
	Iteration 51Q: 3 clusters Score -426019.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -426034.531250 Penalty: 820.756348
	Iteration 52Q: 3 clusters Score -426034.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -426044.437500 Penalty: 820.756348
	Iteration 53Q: 3 clusters Score -426044.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -426050.437500 Penalty: 820.756348
	Iteration 54Q: 3 clusters Score -426050.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -426057.906250 Penalty: 820.756348
	Iteration 55Q: 3 clusters Score -426057.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -426065.875000 Penalty: 820.756348
	Iteration 56Q: 3 clusters Score -426065.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -426072.781250 Penalty: 820.756348
	Iteration 57Q: 3 clusters Score -426072.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -426082.406250 Penalty: 820.756348
	Iteration 58Q: 3 clusters Score -426082.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426094.718750 Penalty: 820.756348
	Iteration 59Q: 3 clusters Score -426094.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -426110.156250 Penalty: 820.756348
	Iteration 60F: 3 clusters Score -426110.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -426121.687500 Penalty: 820.756348
	Iteration 61Q: 3 clusters Score -426121.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -426131.843750 Penalty: 820.756348
	Iteration 62Q: 3 clusters Score -426131.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -426144.937500 Penalty: 820.756348
	Iteration 63Q: 3 clusters Score -426144.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -426155.125000 Penalty: 820.756348
	Iteration 64Q: 3 clusters Score -426155.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -426166.375000 Penalty: 820.756348
	Iteration 65Q: 3 clusters Score -426166.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -426179.031250 Penalty: 820.756348
	Iteration 66Q: 3 clusters Score -426179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -426187.906250 Penalty: 820.756348
	Iteration 67Q: 3 clusters Score -426187.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -426193.937500 Penalty: 820.756348
	Iteration 68Q: 3 clusters Score -426193.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -426201.718750 Penalty: 820.756348
	Iteration 69Q: 3 clusters Score -426201.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -426210.906250 Penalty: 820.756348
	Iteration 70Q: 3 clusters Score -426210.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -426215.343750 Penalty: 820.756348
	Iteration 71Q: 3 clusters Score -426215.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -426223.562500 Penalty: 820.756348
	Iteration 72Q: 3 clusters Score -426223.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -426228.968750 Penalty: 820.756348
	Iteration 73Q: 3 clusters Score -426229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -426231.687500 Penalty: 820.756348
	Iteration 74Q: 3 clusters Score -426231.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -426236.718750 Penalty: 820.756348
	Iteration 75Q: 3 clusters Score -426236.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -426239.125000 Penalty: 820.756348
	Iteration 76Q: 3 clusters Score -426239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -426242.031250 Penalty: 820.756348
	Iteration 77Q: 3 clusters Score -426242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -426242.812500 Penalty: 820.756348
	Iteration 78Q: 3 clusters Score -426242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -426244.437500 Penalty: 820.756348
	Iteration 79Q: 3 clusters Score -426244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -426245.125000 Penalty: 820.756348
	Iteration 80F: 3 clusters Score -426245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -426246.843750 Penalty: 820.756348
	Iteration 81Q: 3 clusters Score -426246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -426247.750000 Penalty: 820.756348
	Iteration 82Q: 3 clusters Score -426247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -426248.781250 Penalty: 820.756348
	Iteration 83Q: 3 clusters Score -426248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -426250.593750 Penalty: 820.756348
	Iteration 84Q: 3 clusters Score -426250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -426254.062500 Penalty: 820.756348
	Iteration 85Q: 3 clusters Score -426254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -426256.343750 Penalty: 820.756348
	Iteration 86Q: 3 clusters Score -426256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -426257.500000 Penalty: 820.756348
	Iteration 87Q: 3 clusters Score -426257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -426257.218750 Penalty: 820.756348
	Iteration 88Q: 3 clusters Score -426257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -426257.937500 Penalty: 820.756348
	Iteration 89Q: 3 clusters Score -426257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -426257.937500 Penalty: 820.756348
	Iteration 90Q: 3 clusters Score -426257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -426258.656250 Penalty: 820.756348
	Iteration 91Q: 3 clusters Score -426258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -426258.750000 Penalty: 820.756348
	Iteration 92Q: 3 clusters Score -426258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -426258.968750 Penalty: 820.756348
	Iteration 93Q: 3 clusters Score -426259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -426260.062500 Penalty: 820.756348
	Iteration 94Q: 3 clusters Score -426260.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -426261.875000 Penalty: 820.756348
	Iteration 95Q: 3 clusters Score -426261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -426262.125000 Penalty: 820.756348
	Iteration 96Q: 3 clusters Score -426262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -426263.437500 Penalty: 820.756348
	Iteration 97Q: 3 clusters Score -426263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -426264.968750 Penalty: 820.756348
	Iteration 98Q: 3 clusters Score -426265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -426265.625000 Penalty: 820.756348
	Iteration 99Q: 3 clusters Score -426265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -426265.687500 Penalty: 820.756348
	Iteration 100F: 3 clusters Score -426265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -426266.500000 Penalty: 820.756348
	Iteration 101Q: 3 clusters Score -426266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -426266.843750 Penalty: 820.756348
	Iteration 102Q: 3 clusters Score -426266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -426269.093750 Penalty: 820.756348
	Iteration 103Q: 3 clusters Score -426269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -426270.281250 Penalty: 820.756348
	Iteration 104Q: 3 clusters Score -426270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -426270.875000 Penalty: 820.756348
	Iteration 105Q: 3 clusters Score -426270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -426271.843750 Penalty: 820.756348
	Iteration 106Q: 3 clusters Score -426271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -426271.562500 Penalty: 820.756348
	Iteration 107Q: 3 clusters Score -426271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -426272.250000 Penalty: 820.756348
	Iteration 108Q: 3 clusters Score -426272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -426271.531250 Penalty: 820.756348
	Iteration 109Q: 3 clusters Score -426271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -426272.250000 Penalty: 820.756348
	Iteration 110Q: 3 clusters Score -426272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -426272.281250 Penalty: 820.756348
	Iteration 111Q: 3 clusters Score -426272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -426272.843750 Penalty: 820.756348
	Iteration 112Q: 3 clusters Score -426272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -426272.843750 Penalty: 820.756348
	Iteration 113F: 3 clusters Score -426272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Entering Unmasked Estep 
Score: -2297388.000000 Penalty: 492.691345
	Iteration 0F: 2 clusters Score -2297388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2263427.500000 Penalty: 985.382690
	Iteration 0F: 3 clusters Score -2263428 nChanged 24588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -2280578.000000 Penalty: 985.382690
	Iteration 1F: 3 clusters Score -2280578 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -2285331.250000 Penalty: 985.382690
	Iteration 2F: 3 clusters Score -2285331 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -2290904.750000 Penalty: 985.382690
	Iteration 3F: 3 clusters Score -2290905 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -2295540.750000 Penalty: 985.382690
	Iteration 4F: 3 clusters Score -2295541 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -2298670.750000 Penalty: 985.382690
	Iteration 5F: 3 clusters Score -2298671 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2300440.000000 Penalty: 985.382690
	Iteration 6Q: 3 clusters Score -2300440 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -2300966.250000 Penalty: 985.382690
	Iteration 7Q: 3 clusters Score -2300966 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -2301176.750000 Penalty: 985.382690
	Iteration 8Q: 3 clusters Score -2301177 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -2301325.000000 Penalty: 985.382690
	Iteration 9Q: 3 clusters Score -2301325 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -2301386.500000 Penalty: 985.382690
	Iteration 10Q: 3 clusters Score -2301386 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -2301429.250000 Penalty: 985.382690
	Iteration 11Q: 3 clusters Score -2301429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -2301450.250000 Penalty: 985.382690
	Iteration 12Q: 3 clusters Score -2301450 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -2301468.250000 Penalty: 985.382690
	Iteration 13Q: 3 clusters Score -2301468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -2301477.500000 Penalty: 985.382690
	Iteration 14Q: 3 clusters Score -2301478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -2301485.250000 Penalty: 985.382690
	Iteration 15Q: 3 clusters Score -2301485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -2301492.000000 Penalty: 985.382690
	Iteration 16Q: 3 clusters Score -2301492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -2301498.500000 Penalty: 985.382690
	Iteration 17Q: 3 clusters Score -2301498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -2301500.250000 Penalty: 985.382690
	Iteration 18Q: 3 clusters Score -2301500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -2301511.250000 Penalty: 985.382690
	Iteration 19Q: 3 clusters Score -2301511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -2301509.250000 Penalty: 985.382690
	Iteration 20F: 3 clusters Score -2301509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -2301505.750000 Penalty: 985.382690
	Iteration 21Q: 3 clusters Score -2301506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -2301500.250000 Penalty: 985.382690
	Iteration 22Q: 3 clusters Score -2301500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -2301500.000000 Penalty: 985.382690
	Iteration 23Q: 3 clusters Score -2301500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -2301502.750000 Penalty: 985.382690
	Iteration 24Q: 3 clusters Score -2301503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -2301501.750000 Penalty: 985.382690
	Iteration 25Q: 3 clusters Score -2301502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -2301501.250000 Penalty: 985.382690
	Iteration 26Q: 3 clusters Score -2301501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -2301499.250000 Penalty: 985.382690
	Iteration 27Q: 3 clusters Score -2301499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -2301499.250000 Penalty: 985.382690
	Iteration 28Q: 3 clusters Score -2301499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -2301503.250000 Penalty: 985.382690
	Iteration 29Q: 3 clusters Score -2301503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -2301500.250000 Penalty: 985.382690
	Iteration 30Q: 3 clusters Score -2301500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -2301501.250000 Penalty: 985.382690
	Iteration 31Q: 3 clusters Score -2301501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -2301499.000000 Penalty: 985.382690
	Iteration 32Q: 3 clusters Score -2301499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -2301499.500000 Penalty: 985.382690
	Iteration 33Q: 3 clusters Score -2301500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -2301499.500000 Penalty: 985.382690
	Iteration 34F: 3 clusters Score -2301500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 47599 members 
Mstep: Class 8 contains 360778 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 21 contains 2833 members 
Entering Unmasked Estep 
Score: -25274956.000000 Penalty: 9596.372070
Splitting cluster 21 changes total score from -25269584.000000 to -25274956.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 395 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 8 contains 360778 members 
Mstep: Class 10 contains 217 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 83712 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 21 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275422.000000 Penalty: 9596.372070
Iteration 39Q: 17 clusters Score -2.527542e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 47297 members 
Mstep: Class 8 contains 360646 members 
Mstep: Class 10 contains 221 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 83964 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 21 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25276258.000000 Penalty: 9596.372070
Iteration 40F: 17 clusters Score -2.527626e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 396 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 48602 members 
Mstep: Class 8 contains 359181 members 
Mstep: Class 10 contains 224 members 
Mstep: Class 11 contains 3559 members 
Mstep: Class 13 contains 15539 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 84214 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 21 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25277550.000000 Penalty: 9596.372070
Iteration 41Q: 17 clusters Score -2.527755e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 546 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 49484 members 
Mstep: Class 8 contains 358209 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 13 contains 15286 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 84353 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 21 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25278500.000000 Penalty: 9596.372070
Iteration 42Q: 17 clusters Score -2.52785e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 50084 members 
Mstep: Class 8 contains 357577 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 13 contains 15051 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 84418 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 21 contains 3025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25279130.000000 Penalty: 9596.372070
Iteration 43Q: 17 clusters Score -2.527913e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 560 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 50586 members 
Mstep: Class 8 contains 357039 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 13 contains 14856 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 84480 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 21 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25279654.000000 Penalty: 9596.372070
Iteration 44Q: 17 clusters Score -2.527965e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 50988 members 
Mstep: Class 8 contains 356557 members 
Mstep: Class 10 contains 227 members 
Mstep: Class 11 contains 3534 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 84547 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 21 contains 3182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25279996.000000 Penalty: 9596.372070
Iteration 45Q: 17 clusters Score -2.528e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 51292 members 
Mstep: Class 8 contains 356107 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 13 contains 14582 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 84606 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 21 contains 3274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25280388.000000 Penalty: 9596.372070
Iteration 46Q: 17 clusters Score -2.528039e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2036 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 51565 members 
Mstep: Class 8 contains 355701 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 719 members 
Mstep: Class 18 contains 84644 members 
Mstep: Class 19 contains 8582 members 
Mstep: Class 21 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25280822.000000 Penalty: 9596.372070
Iteration 47Q: 17 clusters Score -2.528082e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 51803 members 
Mstep: Class 8 contains 355340 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 13 contains 14330 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 84673 members 
Mstep: Class 19 contains 8588 members 
Mstep: Class 21 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281060.000000 Penalty: 9596.372070
Iteration 48Q: 17 clusters Score -2.528106e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 355022 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 84689 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 21 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281268.000000 Penalty: 9596.372070
Iteration 49Q: 17 clusters Score -2.528127e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 569 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 52219 members 
Mstep: Class 8 contains 354684 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 13 contains 14102 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 84715 members 
Mstep: Class 19 contains 8617 members 
Mstep: Class 21 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281470.000000 Penalty: 9596.372070
Iteration 50Q: 17 clusters Score -2.528147e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 52411 members 
Mstep: Class 8 contains 354368 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 13 contains 14005 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 84734 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 21 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281848.000000 Penalty: 9596.372070
Iteration 51Q: 17 clusters Score -2.528185e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 52568 members 
Mstep: Class 8 contains 354101 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3432 members 
Mstep: Class 13 contains 13922 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 621 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 21 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282038.000000 Penalty: 9596.372070
Iteration 52Q: 17 clusters Score -2.528204e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52712 members 
Mstep: Class 8 contains 353847 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 84771 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 21 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282260.000000 Penalty: 9596.372070
Iteration 53Q: 17 clusters Score -2.528226e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52837 members 
Mstep: Class 8 contains 353618 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 84793 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 21 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282524.000000 Penalty: 9596.372070
Iteration 54Q: 17 clusters Score -2.528252e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52949 members 
Mstep: Class 8 contains 353402 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 13 contains 13723 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 84821 members 
Mstep: Class 19 contains 8617 members 
Mstep: Class 21 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282650.000000 Penalty: 9596.372070
Iteration 55Q: 17 clusters Score -2.528265e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 2611 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53039 members 
Mstep: Class 8 contains 353199 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 13 contains 13677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 84845 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 21 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282856.000000 Penalty: 9596.372070
Iteration 56Q: 17 clusters Score -2.528286e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3435 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53108 members 
Mstep: Class 8 contains 353017 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 13 contains 13633 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 84877 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 21 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282940.000000 Penalty: 9596.372070
Iteration 57Q: 17 clusters Score -2.528294e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53161 members 
Mstep: Class 8 contains 352829 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 84918 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 21 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283130.000000 Penalty: 9596.372070
Iteration 58Q: 17 clusters Score -2.528313e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53217 members 
Mstep: Class 8 contains 352666 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 84959 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 21 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283270.000000 Penalty: 9596.372070
Iteration 59Q: 17 clusters Score -2.528327e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3776 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53272 members 
Mstep: Class 8 contains 352532 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3286 members 
Mstep: Class 13 contains 13480 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 84999 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 21 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283400.000000 Penalty: 9596.372070
Iteration 60F: 17 clusters Score -2.52834e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3954 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 2624 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53313 members 
Mstep: Class 8 contains 352285 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 13 contains 13446 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 85062 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 21 contains 4000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283698.000000 Penalty: 9596.372070
Iteration 61Q: 17 clusters Score -2.52837e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53343 members 
Mstep: Class 8 contains 352051 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 13 contains 13414 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 85106 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 21 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283924.000000 Penalty: 9596.372070
Iteration 62Q: 17 clusters Score -2.528392e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 2628 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53363 members 
Mstep: Class 8 contains 351831 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 13 contains 13383 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 85121 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 21 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284240.000000 Penalty: 9596.372070
Iteration 63Q: 17 clusters Score -2.528424e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4639 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53368 members 
Mstep: Class 8 contains 351579 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3225 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 85153 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 21 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284564.000000 Penalty: 9596.372070
Iteration 64Q: 17 clusters Score -2.528456e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53363 members 
Mstep: Class 8 contains 351327 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 85179 members 
Mstep: Class 19 contains 8608 members 
Mstep: Class 21 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284842.000000 Penalty: 9596.372070
Iteration 65Q: 17 clusters Score -2.528484e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 2628 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53334 members 
Mstep: Class 8 contains 351110 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 13 contains 13302 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85189 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 21 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285200.000000 Penalty: 9596.372070
Iteration 66Q: 17 clusters Score -2.52852e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2628 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53300 members 
Mstep: Class 8 contains 350883 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85192 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 21 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285594.000000 Penalty: 9596.372070
Iteration 67Q: 17 clusters Score -2.528559e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5780 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53250 members 
Mstep: Class 8 contains 350640 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85191 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 21 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285986.000000 Penalty: 9596.372070
Iteration 68Q: 17 clusters Score -2.528599e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 2628 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53195 members 
Mstep: Class 8 contains 350410 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 13 contains 13248 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85165 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 21 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286358.000000 Penalty: 9596.372070
Iteration 69Q: 17 clusters Score -2.528636e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53130 members 
Mstep: Class 8 contains 350202 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 13 contains 13218 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85131 members 
Mstep: Class 19 contains 8610 members 
Mstep: Class 21 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286648.000000 Penalty: 9596.372070
Iteration 70Q: 17 clusters Score -2.528665e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 53055 members 
Mstep: Class 8 contains 350047 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 13 contains 13183 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85094 members 
Mstep: Class 19 contains 8617 members 
Mstep: Class 21 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286910.000000 Penalty: 9596.372070
Iteration 71Q: 17 clusters Score -2.528691e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52966 members 
Mstep: Class 8 contains 349949 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 13 contains 13143 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 85033 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 21 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287058.000000 Penalty: 9596.372070
Iteration 72Q: 17 clusters Score -2.528706e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2616 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52884 members 
Mstep: Class 8 contains 349878 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 13 contains 13104 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 84970 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 21 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287168.000000 Penalty: 9596.372070
Iteration 73Q: 17 clusters Score -2.528717e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7528 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52810 members 
Mstep: Class 8 contains 349852 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 3112 members 
Mstep: Class 13 contains 13061 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 84908 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287320.000000 Penalty: 9596.372070
Iteration 74Q: 17 clusters Score -2.528732e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7733 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52753 members 
Mstep: Class 8 contains 349842 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 3107 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 21 contains 4038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287398.000000 Penalty: 9596.372070
Iteration 75Q: 17 clusters Score -2.52874e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7915 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52699 members 
Mstep: Class 8 contains 349844 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 13 contains 12975 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 84732 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 21 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287468.000000 Penalty: 9596.372070
Iteration 76Q: 17 clusters Score -2.528747e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8083 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52664 members 
Mstep: Class 8 contains 349845 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3080 members 
Mstep: Class 13 contains 12928 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84661 members 
Mstep: Class 19 contains 8660 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287416.000000 Penalty: 9596.372070
Iteration 77Q: 17 clusters Score -2.528742e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8246 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52648 members 
Mstep: Class 8 contains 349824 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 13 contains 12866 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84602 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287470.000000 Penalty: 9596.372070
Iteration 78Q: 17 clusters Score -2.528747e+07 nChanged 421
Entering ConstructFrom: 
Score: -25287470.000000 Penalty: 9596.372070
Entering ConstructFrom: 
Trying to split cluster 1 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -40122.949219 Penalty: 308.382904
	Iteration 0F: 2 clusters Score -40122.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39423.410156 Penalty: 616.765808
	Iteration 0F: 3 clusters Score -39423.41 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39641.589844 Penalty: 616.765808
	Iteration 1F: 3 clusters Score -39641.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39689.976562 Penalty: 616.765808
	Iteration 2F: 3 clusters Score -39689.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39713.609375 Penalty: 616.765808
	Iteration 3Q: 3 clusters Score -39713.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39743.015625 Penalty: 616.765808
	Iteration 4Q: 3 clusters Score -39743.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39765.113281 Penalty: 616.765808
	Iteration 5Q: 3 clusters Score -39765.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39788.941406 Penalty: 616.765808
	Iteration 6Q: 3 clusters Score -39788.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39819.175781 Penalty: 616.765808
	Iteration 7Q: 3 clusters Score -39819.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39923.687500 Penalty: 616.765808
	Iteration 8F: 3 clusters Score -39923.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40173.238281 Penalty: 616.765808
	Iteration 9F: 3 clusters Score -40173.24 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40361.308594 Penalty: 616.765808
	Iteration 10F: 3 clusters Score -40361.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40462.113281 Penalty: 616.765808
	Iteration 11F: 3 clusters Score -40462.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40503.382812 Penalty: 616.765808
	Iteration 12Q: 3 clusters Score -40503.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40560.261719 Penalty: 616.765808
	Iteration 13Q: 3 clusters Score -40560.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40617.660156 Penalty: 616.765808
	Iteration 14Q: 3 clusters Score -40617.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40624.757812 Penalty: 616.765808
	Iteration 15Q: 3 clusters Score -40624.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40624.757812 Penalty: 616.765808
	Iteration 16F: 3 clusters Score -40624.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 349854 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
Score: -25287752.000000 Penalty: 10196.145508
Splitting cluster 1 changes total score from -25287470.000000 to -25287752.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -437482.718750 Penalty: 411.050659
	Iteration 0F: 2 clusters Score -437482.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -431880.187500 Penalty: 822.101318
	Iteration 0F: 3 clusters Score -431880.2 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -434129.187500 Penalty: 822.101318
	Iteration 1F: 3 clusters Score -434129.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -434415.625000 Penalty: 822.101318
	Iteration 2F: 3 clusters Score -434415.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -434778.312500 Penalty: 822.101318
	Iteration 3F: 3 clusters Score -434778.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -435209.281250 Penalty: 822.101318
	Iteration 4F: 3 clusters Score -435209.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -435693.062500 Penalty: 822.101318
	Iteration 5F: 3 clusters Score -435693.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -436079.250000 Penalty: 822.101318
	Iteration 6F: 3 clusters Score -436079.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -436265.750000 Penalty: 822.101318
	Iteration 7Q: 3 clusters Score -436265.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -436347.656250 Penalty: 822.101318
	Iteration 8Q: 3 clusters Score -436347.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -436391.875000 Penalty: 822.101318
	Iteration 9Q: 3 clusters Score -436391.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -436422.406250 Penalty: 822.101318
	Iteration 10Q: 3 clusters Score -436422.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -436456.718750 Penalty: 822.101318
	Iteration 11Q: 3 clusters Score -436456.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -436482.156250 Penalty: 822.101318
	Iteration 12Q: 3 clusters Score -436482.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -436506.937500 Penalty: 822.101318
	Iteration 13Q: 3 clusters Score -436506.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -436527.312500 Penalty: 822.101318
	Iteration 14Q: 3 clusters Score -436527.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -436547.562500 Penalty: 822.101318
	Iteration 15Q: 3 clusters Score -436547.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -436567.687500 Penalty: 822.101318
	Iteration 16Q: 3 clusters Score -436567.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -436591.812500 Penalty: 822.101318
	Iteration 17Q: 3 clusters Score -436591.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -436611.250000 Penalty: 822.101318
	Iteration 18Q: 3 clusters Score -436611.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -436631.906250 Penalty: 822.101318
	Iteration 19Q: 3 clusters Score -436631.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -436649.593750 Penalty: 822.101318
	Iteration 20F: 3 clusters Score -436649.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -436663.125000 Penalty: 822.101318
	Iteration 21Q: 3 clusters Score -436663.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -436674.281250 Penalty: 822.101318
	Iteration 22Q: 3 clusters Score -436674.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -436684.750000 Penalty: 822.101318
	Iteration 23Q: 3 clusters Score -436684.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -436695.781250 Penalty: 822.101318
	Iteration 24Q: 3 clusters Score -436695.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -436704.156250 Penalty: 822.101318
	Iteration 25Q: 3 clusters Score -436704.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -436714.937500 Penalty: 822.101318
	Iteration 26Q: 3 clusters Score -436714.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -436729.125000 Penalty: 822.101318
	Iteration 27Q: 3 clusters Score -436729.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -436740.187500 Penalty: 822.101318
	Iteration 28Q: 3 clusters Score -436740.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -436749.531250 Penalty: 822.101318
	Iteration 29Q: 3 clusters Score -436749.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -436760.781250 Penalty: 822.101318
	Iteration 30Q: 3 clusters Score -436760.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -436769.281250 Penalty: 822.101318
	Iteration 31Q: 3 clusters Score -436769.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -436780.187500 Penalty: 822.101318
	Iteration 32Q: 3 clusters Score -436780.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -436790.812500 Penalty: 822.101318
	Iteration 33Q: 3 clusters Score -436790.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -436801.718750 Penalty: 822.101318
	Iteration 34Q: 3 clusters Score -436801.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -436814.968750 Penalty: 822.101318
	Iteration 35Q: 3 clusters Score -436815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -436826.500000 Penalty: 822.101318
	Iteration 36Q: 3 clusters Score -436826.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -436839.062500 Penalty: 822.101318
	Iteration 37Q: 3 clusters Score -436839.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -436848.406250 Penalty: 822.101318
	Iteration 38Q: 3 clusters Score -436848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -436856.718750 Penalty: 822.101318
	Iteration 39Q: 3 clusters Score -436856.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -436865.937500 Penalty: 822.101318
	Iteration 40F: 3 clusters Score -436865.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -436882.718750 Penalty: 822.101318
	Iteration 41Q: 3 clusters Score -436882.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -436898.750000 Penalty: 822.101318
	Iteration 42Q: 3 clusters Score -436898.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -436920.718750 Penalty: 822.101318
	Iteration 43Q: 3 clusters Score -436920.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -436936.000000 Penalty: 822.101318
	Iteration 44Q: 3 clusters Score -436936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -436952.875000 Penalty: 822.101318
	Iteration 45Q: 3 clusters Score -436952.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -436966.343750 Penalty: 822.101318
	Iteration 46Q: 3 clusters Score -436966.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -436981.062500 Penalty: 822.101318
	Iteration 47Q: 3 clusters Score -436981.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -436993.718750 Penalty: 822.101318
	Iteration 48Q: 3 clusters Score -436993.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -437003.468750 Penalty: 822.101318
	Iteration 49Q: 3 clusters Score -437003.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -437013.937500 Penalty: 822.101318
	Iteration 50Q: 3 clusters Score -437013.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -437023.093750 Penalty: 822.101318
	Iteration 51Q: 3 clusters Score -437023.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -437033.500000 Penalty: 822.101318
	Iteration 52Q: 3 clusters Score -437033.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -437042.250000 Penalty: 822.101318
	Iteration 53Q: 3 clusters Score -437042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -437051.687500 Penalty: 822.101318
	Iteration 54Q: 3 clusters Score -437051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -437056.812500 Penalty: 822.101318
	Iteration 55Q: 3 clusters Score -437056.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -437065.562500 Penalty: 822.101318
	Iteration 56Q: 3 clusters Score -437065.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -437071.531250 Penalty: 822.101318
	Iteration 57Q: 3 clusters Score -437071.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -437075.781250 Penalty: 822.101318
	Iteration 58Q: 3 clusters Score -437075.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -437080.718750 Penalty: 822.101318
	Iteration 59Q: 3 clusters Score -437080.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -437083.906250 Penalty: 822.101318
	Iteration 60F: 3 clusters Score -437083.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -437087.218750 Penalty: 822.101318
	Iteration 61Q: 3 clusters Score -437087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -437088.593750 Penalty: 822.101318
	Iteration 62Q: 3 clusters Score -437088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -437089.437500 Penalty: 822.101318
	Iteration 63Q: 3 clusters Score -437089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -437090.750000 Penalty: 822.101318
	Iteration 64Q: 3 clusters Score -437090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -437093.250000 Penalty: 822.101318
	Iteration 65Q: 3 clusters Score -437093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -437095.968750 Penalty: 822.101318
	Iteration 66Q: 3 clusters Score -437096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -437099.406250 Penalty: 822.101318
	Iteration 67Q: 3 clusters Score -437099.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -437104.281250 Penalty: 822.101318
	Iteration 68Q: 3 clusters Score -437104.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -437107.468750 Penalty: 822.101318
	Iteration 69Q: 3 clusters Score -437107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -437109.656250 Penalty: 822.101318
	Iteration 70Q: 3 clusters Score -437109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -437109.687500 Penalty: 822.101318
	Iteration 71Q: 3 clusters Score -437109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -437110.781250 Penalty: 822.101318
	Iteration 72Q: 3 clusters Score -437110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -437112.031250 Penalty: 822.101318
	Iteration 73Q: 3 clusters Score -437112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -437113.875000 Penalty: 822.101318
	Iteration 74Q: 3 clusters Score -437113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -437114.531250 Penalty: 822.101318
	Iteration 75Q: 3 clusters Score -437114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -437114.125000 Penalty: 822.101318
	Iteration 76Q: 3 clusters Score -437114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -437114.031250 Penalty: 822.101318
	Iteration 77Q: 3 clusters Score -437114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -437114.906250 Penalty: 822.101318
	Iteration 78Q: 3 clusters Score -437114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -437115.281250 Penalty: 822.101318
	Iteration 79Q: 3 clusters Score -437115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -437116.562500 Penalty: 822.101318
	Iteration 80F: 3 clusters Score -437116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -17410.050781 Penalty: 272.383575
	Iteration 0F: 2 clusters Score -17410.05 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 192 members 
Entering Unmasked Estep 
Score: -16990.267578 Penalty: 544.767151
	Iteration 0F: 3 clusters Score -16990.27 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17124.041016 Penalty: 544.767151
	Iteration 1F: 3 clusters Score -17124.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17242.947266 Penalty: 544.767151
	Iteration 2F: 3 clusters Score -17242.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17345.228516 Penalty: 544.767151
	Iteration 3F: 3 clusters Score -17345.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17390.925781 Penalty: 544.767151
	Iteration 4F: 3 clusters Score -17390.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17414.867188 Penalty: 544.767151
	Iteration 5Q: 3 clusters Score -17414.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17422.035156 Penalty: 544.767151
	Iteration 6Q: 3 clusters Score -17422.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17425.960938 Penalty: 544.767151
	Iteration 7Q: 3 clusters Score -17425.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17428.802734 Penalty: 544.767151
	Iteration 8Q: 3 clusters Score -17428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17431.099609 Penalty: 544.767151
	Iteration 9Q: 3 clusters Score -17431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17431.646484 Penalty: 544.767151
	Iteration 10Q: 3 clusters Score -17431.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17434.863281 Penalty: 544.767151
	Iteration 11Q: 3 clusters Score -17434.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17438.136719 Penalty: 544.767151
	Iteration 12Q: 3 clusters Score -17438.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17445.277344 Penalty: 544.767151
	Iteration 13Q: 3 clusters Score -17445.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17449.410156 Penalty: 544.767151
	Iteration 14Q: 3 clusters Score -17449.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17449.914062 Penalty: 544.767151
	Iteration 15Q: 3 clusters Score -17449.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17449.914062 Penalty: 544.767151
	Iteration 16F: 3 clusters Score -17449.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 117 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 349854 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
Score: -25287468.000000 Penalty: 10795.917969
Splitting cluster 3 changes total score from -25287470.000000 to -25287468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -28958.738281 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -28958.74 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 312 members 
Entering Unmasked Estep 
Score: -28399.394531 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -28399.39 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28555.671875 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -28555.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28588.351562 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -28588.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28610.531250 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -28610.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28622.548828 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -28622.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28631.000000 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -28631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28637.201172 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -28637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28642.179688 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -28642.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28646.101562 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -28646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28649.298828 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -28649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28653.091797 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -28653.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28655.904297 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -28655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28657.646484 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -28657.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28657.646484 Penalty: 584.957581
	Iteration 13F: 3 clusters Score -28657.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -125677.000000 Penalty: 357.673492
	Iteration 0F: 2 clusters Score -125677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -123926.585938 Penalty: 715.346985
	Iteration 0F: 3 clusters Score -123926.6 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -124541.335938 Penalty: 715.346985
	Iteration 1F: 3 clusters Score -124541.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124669.898438 Penalty: 715.346985
	Iteration 2F: 3 clusters Score -124669.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -124809.234375 Penalty: 715.346985
	Iteration 3F: 3 clusters Score -124809.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124951.875000 Penalty: 715.346985
	Iteration 4F: 3 clusters Score -124951.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125107.265625 Penalty: 715.346985
	Iteration 5F: 3 clusters Score -125107.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -125253.570312 Penalty: 715.346985
	Iteration 6F: 3 clusters Score -125253.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -125338.632812 Penalty: 715.346985
	Iteration 7Q: 3 clusters Score -125338.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -125393.546875 Penalty: 715.346985
	Iteration 8Q: 3 clusters Score -125393.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -125417.742188 Penalty: 715.346985
	Iteration 9Q: 3 clusters Score -125417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -125434.734375 Penalty: 715.346985
	Iteration 10Q: 3 clusters Score -125434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -125443.148438 Penalty: 715.346985
	Iteration 11Q: 3 clusters Score -125443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -125449.968750 Penalty: 715.346985
	Iteration 12Q: 3 clusters Score -125450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -125454.812500 Penalty: 715.346985
	Iteration 13Q: 3 clusters Score -125454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -125458.703125 Penalty: 715.346985
	Iteration 14Q: 3 clusters Score -125458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -125459.773438 Penalty: 715.346985
	Iteration 15Q: 3 clusters Score -125459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -125461.500000 Penalty: 715.346985
	Iteration 16Q: 3 clusters Score -125461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -125463.898438 Penalty: 715.346985
	Iteration 17Q: 3 clusters Score -125463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -125463.898438 Penalty: 715.346985
	Iteration 18F: 3 clusters Score -125463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -55952.027344 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -55952.03 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 628 members 
Entering Unmasked Estep 
Score: -54960.628906 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -54960.63 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -55268.609375 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -55268.61 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -55428.652344 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -55428.65 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -55736.312500 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -55736.31 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56194.195312 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -56194.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56435.703125 Penalty: 648.693176
	Iteration 5F: 3 clusters Score -56435.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -56584.890625 Penalty: 648.693176
	Iteration 6F: 3 clusters Score -56584.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -56642.394531 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -56642.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -56650.398438 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -56650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -56653.007812 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -56653.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -56656.582031 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -56656.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -56662.230469 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -56662.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -56663.105469 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -56663.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -56663.105469 Penalty: 648.693176
	Iteration 13F: 3 clusters Score -56663.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 349854 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
Score: -25288184.000000 Penalty: 10795.917969
Splitting cluster 6 changes total score from -25287470.000000 to -25288184.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (52618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Entering Unmasked Estep 
Score: -2435121.000000 Penalty: 494.622009
	Iteration 0F: 2 clusters Score -2435121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2399623.250000 Penalty: 989.244019
	Iteration 0F: 3 clusters Score -2399623 nChanged 25600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -2414549.500000 Penalty: 989.244019
	Iteration 1F: 3 clusters Score -2414550 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -2414947.500000 Penalty: 989.244019
	Iteration 2Q: 3 clusters Score -2414948 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2415441.000000 Penalty: 989.244019
	Iteration 3Q: 3 clusters Score -2415441 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -2416029.750000 Penalty: 989.244019
	Iteration 4Q: 3 clusters Score -2416030 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -2416790.000000 Penalty: 989.244019
	Iteration 5Q: 3 clusters Score -2416790 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -2417846.250000 Penalty: 989.244019
	Iteration 6Q: 3 clusters Score -2417846 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -2419434.500000 Penalty: 989.244019
	Iteration 7F: 3 clusters Score -2419434 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -2421535.000000 Penalty: 989.244019
	Iteration 8F: 3 clusters Score -2421535 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -2424315.250000 Penalty: 989.244019
	Iteration 9F: 3 clusters Score -2424315 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -2427718.500000 Penalty: 989.244019
	Iteration 10F: 3 clusters Score -2427718 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -2431186.250000 Penalty: 989.244019
	Iteration 11F: 3 clusters Score -2431186 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -2433635.000000 Penalty: 989.244019
	Iteration 12Q: 3 clusters Score -2433635 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -2434473.000000 Penalty: 989.244019
	Iteration 13Q: 3 clusters Score -2434473 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -2434662.750000 Penalty: 989.244019
	Iteration 14Q: 3 clusters Score -2434663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -2434699.750000 Penalty: 989.244019
	Iteration 15Q: 3 clusters Score -2434700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -2434729.500000 Penalty: 989.244019
	Iteration 16Q: 3 clusters Score -2434730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -2434741.750000 Penalty: 989.244019
	Iteration 17Q: 3 clusters Score -2434742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -2434747.000000 Penalty: 989.244019
	Iteration 18Q: 3 clusters Score -2434747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -2434746.750000 Penalty: 989.244019
	Iteration 19Q: 3 clusters Score -2434747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -2434746.750000 Penalty: 989.244019
	Iteration 20F: 3 clusters Score -2434747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (349854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349854 members 
Entering Unmasked Estep 
Score: -17032184.000000 Penalty: 580.819824
	Iteration 0F: 2 clusters Score -1.703218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -16829124.000000 Penalty: 1161.639648
	Iteration 0F: 3 clusters Score -1.682912e+07 nChanged 173017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -16937356.000000 Penalty: 1161.639648
	Iteration 1F: 3 clusters Score -1.693736e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -16943204.000000 Penalty: 1161.639648
	Iteration 2Q: 3 clusters Score -1.69432e+07 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184402 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -16952826.000000 Penalty: 1161.639648
	Iteration 3Q: 3 clusters Score -1.695283e+07 nChanged 20300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188006 members 
Mstep: Class 2 contains 161848 members 
Entering Unmasked Estep 
Score: -16967940.000000 Penalty: 1161.639648
	Iteration 4F: 3 clusters Score -1.696794e+07 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -16987678.000000 Penalty: 1161.639648
	Iteration 5F: 3 clusters Score -1.698768e+07 nChanged 21974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190717 members 
Mstep: Class 2 contains 159137 members 
Entering Unmasked Estep 
Score: -17001000.000000 Penalty: 1161.639648
	Iteration 6F: 3 clusters Score -1.7001e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189930 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -17005078.000000 Penalty: 1161.639648
	Iteration 7Q: 3 clusters Score -1.700508e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188832 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -17005822.000000 Penalty: 1161.639648
	Iteration 8Q: 3 clusters Score -1.700582e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187497 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -17005984.000000 Penalty: 1161.639648
	Iteration 9Q: 3 clusters Score -1.700598e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185907 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -17005828.000000 Penalty: 1161.639648
	Iteration 10Q: 3 clusters Score -1.700583e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184114 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -17005854.000000 Penalty: 1161.639648
	Iteration 11Q: 3 clusters Score -1.700585e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Mstep: Class 2 contains 167834 members 
Entering Unmasked Estep 
Score: -17005878.000000 Penalty: 1161.639648
	Iteration 12Q: 3 clusters Score -1.700588e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179861 members 
Mstep: Class 2 contains 169993 members 
Entering Unmasked Estep 
Score: -17005816.000000 Penalty: 1161.639648
	Iteration 13Q: 3 clusters Score -1.700582e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177606 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -17005874.000000 Penalty: 1161.639648
	Iteration 14Q: 3 clusters Score -1.700587e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 174487 members 
Entering Unmasked Estep 
Score: -17005982.000000 Penalty: 1161.639648
	Iteration 15Q: 3 clusters Score -1.700598e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 176678 members 
Entering Unmasked Estep 
Score: -17006188.000000 Penalty: 1161.639648
	Iteration 16Q: 3 clusters Score -1.700619e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 179065 members 
Entering Unmasked Estep 
Score: -17006266.000000 Penalty: 1161.639648
	Iteration 17Q: 3 clusters Score -1.700627e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 181381 members 
Entering Unmasked Estep 
Score: -17006286.000000 Penalty: 1161.639648
	Iteration 18Q: 3 clusters Score -1.700629e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 183566 members 
Entering Unmasked Estep 
Score: -17006398.000000 Penalty: 1161.639648
	Iteration 19Q: 3 clusters Score -1.70064e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 185704 members 
Entering Unmasked Estep 
Score: -17006424.000000 Penalty: 1161.639648
	Iteration 20F: 3 clusters Score -1.700642e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 187704 members 
Entering Unmasked Estep 
Score: -17006634.000000 Penalty: 1161.639648
	Iteration 21Q: 3 clusters Score -1.700663e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 189707 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 1161.639648
	Iteration 22Q: 3 clusters Score -1.700681e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 191620 members 
Entering Unmasked Estep 
Score: -17006720.000000 Penalty: 1161.639648
	Iteration 23Q: 3 clusters Score -1.700672e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 193521 members 
Entering Unmasked Estep 
Score: -17006806.000000 Penalty: 1161.639648
	Iteration 24Q: 3 clusters Score -1.700681e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -17006950.000000 Penalty: 1161.639648
	Iteration 25Q: 3 clusters Score -1.700695e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -17007010.000000 Penalty: 1161.639648
	Iteration 26Q: 3 clusters Score -1.700701e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151628 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -17007076.000000 Penalty: 1161.639648
	Iteration 27Q: 3 clusters Score -1.700708e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 199464 members 
Entering Unmasked Estep 
Score: -17007164.000000 Penalty: 1161.639648
	Iteration 28Q: 3 clusters Score -1.700716e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149317 members 
Mstep: Class 2 contains 200537 members 
Entering Unmasked Estep 
Score: -17007184.000000 Penalty: 1161.639648
	Iteration 29Q: 3 clusters Score -1.700718e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -17007078.000000 Penalty: 1161.639648
	Iteration 30Q: 3 clusters Score -1.700708e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 202211 members 
Entering Unmasked Estep 
Score: -17006974.000000 Penalty: 1161.639648
	Iteration 31Q: 3 clusters Score -1.700697e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 202825 members 
Entering Unmasked Estep 
Score: -17007022.000000 Penalty: 1161.639648
	Iteration 32Q: 3 clusters Score -1.700702e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 203372 members 
Entering Unmasked Estep 
Score: -17007040.000000 Penalty: 1161.639648
	Iteration 33Q: 3 clusters Score -1.700704e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146147 members 
Mstep: Class 2 contains 203707 members 
Entering Unmasked Estep 
Score: -17007000.000000 Penalty: 1161.639648
	Iteration 34Q: 3 clusters Score -1.7007e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 203950 members 
Entering Unmasked Estep 
Score: -17006912.000000 Penalty: 1161.639648
	Iteration 35Q: 3 clusters Score -1.700691e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -17006912.000000 Penalty: 1161.639648
	Iteration 36Q: 3 clusters Score -1.700691e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 203851 members 
Entering Unmasked Estep 
Score: -17006912.000000 Penalty: 1161.639648
	Iteration 37Q: 3 clusters Score -1.700691e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 203656 members 
Entering Unmasked Estep 
Score: -17006818.000000 Penalty: 1161.639648
	Iteration 38Q: 3 clusters Score -1.700682e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 203403 members 
Entering Unmasked Estep 
Score: -17006722.000000 Penalty: 1161.639648
	Iteration 39Q: 3 clusters Score -1.700672e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 203117 members 
Entering Unmasked Estep 
Score: -17006698.000000 Penalty: 1161.639648
	Iteration 40F: 3 clusters Score -1.70067e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 202726 members 
Entering Unmasked Estep 
Score: -17006758.000000 Penalty: 1161.639648
	Iteration 41Q: 3 clusters Score -1.700676e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 202290 members 
Entering Unmasked Estep 
Score: -17006706.000000 Penalty: 1161.639648
	Iteration 42Q: 3 clusters Score -1.700671e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 201838 members 
Entering Unmasked Estep 
Score: -17006722.000000 Penalty: 1161.639648
	Iteration 43Q: 3 clusters Score -1.700672e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 201365 members 
Entering Unmasked Estep 
Score: -17006706.000000 Penalty: 1161.639648
	Iteration 44Q: 3 clusters Score -1.700671e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 200839 members 
Entering Unmasked Estep 
Score: -17006618.000000 Penalty: 1161.639648
	Iteration 45Q: 3 clusters Score -1.700662e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 200248 members 
Entering Unmasked Estep 
Score: -17006650.000000 Penalty: 1161.639648
	Iteration 46Q: 3 clusters Score -1.700665e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 199671 members 
Entering Unmasked Estep 
Score: -17006682.000000 Penalty: 1161.639648
	Iteration 47Q: 3 clusters Score -1.700668e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 199073 members 
Entering Unmasked Estep 
Score: -17006628.000000 Penalty: 1161.639648
	Iteration 48Q: 3 clusters Score -1.700663e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 198436 members 
Entering Unmasked Estep 
Score: -17006578.000000 Penalty: 1161.639648
	Iteration 49Q: 3 clusters Score -1.700658e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 197723 members 
Entering Unmasked Estep 
Score: -17006524.000000 Penalty: 1161.639648
	Iteration 50Q: 3 clusters Score -1.700652e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152833 members 
Mstep: Class 2 contains 197021 members 
Entering Unmasked Estep 
Score: -17006486.000000 Penalty: 1161.639648
	Iteration 51Q: 3 clusters Score -1.700649e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 196336 members 
Entering Unmasked Estep 
Score: -17006508.000000 Penalty: 1161.639648
	Iteration 52Q: 3 clusters Score -1.700651e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 195634 members 
Entering Unmasked Estep 
Score: -17006622.000000 Penalty: 1161.639648
	Iteration 53Q: 3 clusters Score -1.700662e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
Score: -17006680.000000 Penalty: 1161.639648
	Iteration 54Q: 3 clusters Score -1.700668e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 194410 members 
Entering Unmasked Estep 
Score: -17006744.000000 Penalty: 1161.639648
	Iteration 55Q: 3 clusters Score -1.700674e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 193836 members 
Entering Unmasked Estep 
Score: -17006762.000000 Penalty: 1161.639648
	Iteration 56Q: 3 clusters Score -1.700676e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156561 members 
Mstep: Class 2 contains 193293 members 
Entering Unmasked Estep 
Score: -17006878.000000 Penalty: 1161.639648
	Iteration 57Q: 3 clusters Score -1.700688e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 192756 members 
Entering Unmasked Estep 
Score: -17006932.000000 Penalty: 1161.639648
	Iteration 58Q: 3 clusters Score -1.700693e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 192229 members 
Entering Unmasked Estep 
Score: -17006984.000000 Penalty: 1161.639648
	Iteration 59Q: 3 clusters Score -1.700698e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 191697 members 
Entering Unmasked Estep 
Score: -17007008.000000 Penalty: 1161.639648
	Iteration 60F: 3 clusters Score -1.700701e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
Score: -17006988.000000 Penalty: 1161.639648
	Iteration 61Q: 3 clusters Score -1.700699e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 190797 members 
Entering Unmasked Estep 
Score: -17007016.000000 Penalty: 1161.639648
	Iteration 62Q: 3 clusters Score -1.700702e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 190387 members 
Entering Unmasked Estep 
Score: -17007062.000000 Penalty: 1161.639648
	Iteration 63Q: 3 clusters Score -1.700706e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 189996 members 
Entering Unmasked Estep 
Score: -17007152.000000 Penalty: 1161.639648
	Iteration 64Q: 3 clusters Score -1.700715e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -17007284.000000 Penalty: 1161.639648
	Iteration 65Q: 3 clusters Score -1.700728e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 189310 members 
Entering Unmasked Estep 
Score: -17007318.000000 Penalty: 1161.639648
	Iteration 66Q: 3 clusters Score -1.700732e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160924 members 
Mstep: Class 2 contains 188930 members 
Entering Unmasked Estep 
Score: -17007316.000000 Penalty: 1161.639648
	Iteration 67Q: 3 clusters Score -1.700732e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -17007338.000000 Penalty: 1161.639648
	Iteration 68Q: 3 clusters Score -1.700734e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -17007390.000000 Penalty: 1161.639648
	Iteration 69Q: 3 clusters Score -1.700739e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -17007388.000000 Penalty: 1161.639648
	Iteration 70Q: 3 clusters Score -1.700739e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 187803 members 
Entering Unmasked Estep 
Score: -17007432.000000 Penalty: 1161.639648
	Iteration 71Q: 3 clusters Score -1.700743e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 187514 members 
Entering Unmasked Estep 
Score: -17007412.000000 Penalty: 1161.639648
	Iteration 72Q: 3 clusters Score -1.700741e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162625 members 
Mstep: Class 2 contains 187229 members 
Entering Unmasked Estep 
Score: -17007464.000000 Penalty: 1161.639648
	Iteration 73Q: 3 clusters Score -1.700746e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -17007626.000000 Penalty: 1161.639648
	Iteration 74Q: 3 clusters Score -1.700763e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 186578 members 
Entering Unmasked Estep 
Score: -17007670.000000 Penalty: 1161.639648
	Iteration 75Q: 3 clusters Score -1.700767e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 186299 members 
Entering Unmasked Estep 
Score: -17007734.000000 Penalty: 1161.639648
	Iteration 76Q: 3 clusters Score -1.700773e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -17007786.000000 Penalty: 1161.639648
	Iteration 77Q: 3 clusters Score -1.700779e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 185827 members 
Entering Unmasked Estep 
Score: -17007836.000000 Penalty: 1161.639648
	Iteration 78Q: 3 clusters Score -1.700784e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 185647 members 
Entering Unmasked Estep 
Score: -17007976.000000 Penalty: 1161.639648
	Iteration 79Q: 3 clusters Score -1.700798e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164385 members 
Mstep: Class 2 contains 185469 members 
Entering Unmasked Estep 
Score: -17007994.000000 Penalty: 1161.639648
	Iteration 80F: 3 clusters Score -1.700799e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 185337 members 
Entering Unmasked Estep 
Score: -17008104.000000 Penalty: 1161.639648
	Iteration 81Q: 3 clusters Score -1.70081e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164590 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -17008204.000000 Penalty: 1161.639648
	Iteration 82Q: 3 clusters Score -1.70082e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -17008266.000000 Penalty: 1161.639648
	Iteration 83Q: 3 clusters Score -1.700827e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -17008288.000000 Penalty: 1161.639648
	Iteration 84Q: 3 clusters Score -1.700829e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 185062 members 
Entering Unmasked Estep 
Score: -17008416.000000 Penalty: 1161.639648
	Iteration 85Q: 3 clusters Score -1.700842e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164796 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -17008440.000000 Penalty: 1161.639648
	Iteration 86Q: 3 clusters Score -1.700844e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -17008514.000000 Penalty: 1161.639648
	Iteration 87Q: 3 clusters Score -1.700851e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -17008592.000000 Penalty: 1161.639648
	Iteration 88Q: 3 clusters Score -1.700859e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 185232 members 
Entering Unmasked Estep 
Score: -17008726.000000 Penalty: 1161.639648
	Iteration 89Q: 3 clusters Score -1.700873e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164604 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -17008734.000000 Penalty: 1161.639648
	Iteration 90Q: 3 clusters Score -1.700873e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164537 members 
Mstep: Class 2 contains 185317 members 
Entering Unmasked Estep 
Score: -17008764.000000 Penalty: 1161.639648
	Iteration 91Q: 3 clusters Score -1.700876e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 185387 members 
Entering Unmasked Estep 
Score: -17008868.000000 Penalty: 1161.639648
	Iteration 92Q: 3 clusters Score -1.700887e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Mstep: Class 2 contains 185445 members 
Entering Unmasked Estep 
Score: -17008994.000000 Penalty: 1161.639648
	Iteration 93Q: 3 clusters Score -1.700899e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 185502 members 
Entering Unmasked Estep 
Score: -17009012.000000 Penalty: 1161.639648
	Iteration 94Q: 3 clusters Score -1.700901e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 185580 members 
Entering Unmasked Estep 
Score: -17009078.000000 Penalty: 1161.639648
	Iteration 95Q: 3 clusters Score -1.700908e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 185642 members 
Entering Unmasked Estep 
Score: -17009134.000000 Penalty: 1161.639648
	Iteration 96Q: 3 clusters Score -1.700913e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164144 members 
Mstep: Class 2 contains 185710 members 
Entering Unmasked Estep 
Score: -17009254.000000 Penalty: 1161.639648
	Iteration 97Q: 3 clusters Score -1.700925e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 185815 members 
Entering Unmasked Estep 
Score: -17009324.000000 Penalty: 1161.639648
	Iteration 98Q: 3 clusters Score -1.700932e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 185858 members 
Entering Unmasked Estep 
Score: -17009370.000000 Penalty: 1161.639648
	Iteration 99Q: 3 clusters Score -1.700937e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -17009506.000000 Penalty: 1161.639648
	Iteration 100F: 3 clusters Score -1.700951e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 185943 members 
Entering Unmasked Estep 
Score: -17009538.000000 Penalty: 1161.639648
	Iteration 101Q: 3 clusters Score -1.700954e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 186072 members 
Entering Unmasked Estep 
Score: -17009604.000000 Penalty: 1161.639648
	Iteration 102Q: 3 clusters Score -1.70096e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 186236 members 
Entering Unmasked Estep 
Score: -17009758.000000 Penalty: 1161.639648
	Iteration 103Q: 3 clusters Score -1.700976e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163415 members 
Mstep: Class 2 contains 186439 members 
Entering Unmasked Estep 
Score: -17009890.000000 Penalty: 1161.639648
	Iteration 104Q: 3 clusters Score -1.700989e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 186610 members 
Entering Unmasked Estep 
Score: -17010016.000000 Penalty: 1161.639648
	Iteration 105Q: 3 clusters Score -1.701002e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 186792 members 
Entering Unmasked Estep 
Score: -17010144.000000 Penalty: 1161.639648
	Iteration 106Q: 3 clusters Score -1.701014e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162838 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -17010216.000000 Penalty: 1161.639648
	Iteration 107Q: 3 clusters Score -1.701022e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162640 members 
Mstep: Class 2 contains 187214 members 
Entering Unmasked Estep 
Score: -17010374.000000 Penalty: 1161.639648
	Iteration 108Q: 3 clusters Score -1.701037e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 187451 members 
Entering Unmasked Estep 
Score: -17010478.000000 Penalty: 1161.639648
	Iteration 109Q: 3 clusters Score -1.701048e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 187651 members 
Entering Unmasked Estep 
Score: -17010634.000000 Penalty: 1161.639648
	Iteration 110Q: 3 clusters Score -1.701063e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 187837 members 
Entering Unmasked Estep 
Score: -17010768.000000 Penalty: 1161.639648
	Iteration 111Q: 3 clusters Score -1.701077e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 188052 members 
Entering Unmasked Estep 
Score: -17011020.000000 Penalty: 1161.639648
	Iteration 112Q: 3 clusters Score -1.701102e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 188316 members 
Entering Unmasked Estep 
Score: -17011252.000000 Penalty: 1161.639648
	Iteration 113Q: 3 clusters Score -1.701125e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 188559 members 
Entering Unmasked Estep 
Score: -17011420.000000 Penalty: 1161.639648
	Iteration 114Q: 3 clusters Score -1.701142e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 188807 members 
Entering Unmasked Estep 
Score: -17011640.000000 Penalty: 1161.639648
	Iteration 115Q: 3 clusters Score -1.701164e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160855 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -17011738.000000 Penalty: 1161.639648
	Iteration 116Q: 3 clusters Score -1.701174e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160730 members 
Mstep: Class 2 contains 189124 members 
Entering Unmasked Estep 
Score: -17011916.000000 Penalty: 1161.639648
	Iteration 117Q: 3 clusters Score -1.701192e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160591 members 
Mstep: Class 2 contains 189263 members 
Entering Unmasked Estep 
Score: -17012118.000000 Penalty: 1161.639648
	Iteration 118Q: 3 clusters Score -1.701212e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160390 members 
Mstep: Class 2 contains 189464 members 
Entering Unmasked Estep 
Score: -17012262.000000 Penalty: 1161.639648
	Iteration 119Q: 3 clusters Score -1.701226e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 189681 members 
Entering Unmasked Estep 
Score: -17012472.000000 Penalty: 1161.639648
	Iteration 120F: 3 clusters Score -1.701247e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 189926 members 
Entering Unmasked Estep 
Score: -17012624.000000 Penalty: 1161.639648
	Iteration 121Q: 3 clusters Score -1.701262e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 190215 members 
Entering Unmasked Estep 
Score: -17012826.000000 Penalty: 1161.639648
	Iteration 122Q: 3 clusters Score -1.701283e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 190496 members 
Entering Unmasked Estep 
Score: -17012974.000000 Penalty: 1161.639648
	Iteration 123Q: 3 clusters Score -1.701297e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 190765 members 
Entering Unmasked Estep 
Score: -17013090.000000 Penalty: 1161.639648
	Iteration 124Q: 3 clusters Score -1.701309e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158739 members 
Mstep: Class 2 contains 191115 members 
Entering Unmasked Estep 
Score: -17013340.000000 Penalty: 1161.639648
	Iteration 125Q: 3 clusters Score -1.701334e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 191502 members 
Entering Unmasked Estep 
Score: -17013566.000000 Penalty: 1161.639648
	Iteration 126Q: 3 clusters Score -1.701357e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 191938 members 
Entering Unmasked Estep 
Score: -17013860.000000 Penalty: 1161.639648
	Iteration 127Q: 3 clusters Score -1.701386e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 192414 members 
Entering Unmasked Estep 
Score: -17014056.000000 Penalty: 1161.639648
	Iteration 128Q: 3 clusters Score -1.701406e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 192907 members 
Entering Unmasked Estep 
Score: -17014254.000000 Penalty: 1161.639648
	Iteration 129Q: 3 clusters Score -1.701425e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
Score: -17014592.000000 Penalty: 1161.639648
	Iteration 130Q: 3 clusters Score -1.701459e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155709 members 
Mstep: Class 2 contains 194145 members 
Entering Unmasked Estep 
Score: -17014830.000000 Penalty: 1161.639648
	Iteration 131Q: 3 clusters Score -1.701483e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 194796 members 
Entering Unmasked Estep 
Score: -17015166.000000 Penalty: 1161.639648
	Iteration 132Q: 3 clusters Score -1.701517e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 195474 members 
Entering Unmasked Estep 
Score: -17015360.000000 Penalty: 1161.639648
	Iteration 133Q: 3 clusters Score -1.701536e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 196295 members 
Entering Unmasked Estep 
Score: -17015684.000000 Penalty: 1161.639648
	Iteration 134Q: 3 clusters Score -1.701568e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -17015954.000000 Penalty: 1161.639648
	Iteration 135Q: 3 clusters Score -1.701595e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 198263 members 
Entering Unmasked Estep 
Score: -17016188.000000 Penalty: 1161.639648
	Iteration 136Q: 3 clusters Score -1.701619e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150593 members 
Mstep: Class 2 contains 199261 members 
Entering Unmasked Estep 
Score: -17016446.000000 Penalty: 1161.639648
	Iteration 137Q: 3 clusters Score -1.701645e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149602 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -17016722.000000 Penalty: 1161.639648
	Iteration 138Q: 3 clusters Score -1.701672e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 201219 members 
Entering Unmasked Estep 
Score: -17017042.000000 Penalty: 1161.639648
	Iteration 139Q: 3 clusters Score -1.701704e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -17017368.000000 Penalty: 1161.639648
	Iteration 140F: 3 clusters Score -1.701737e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 203325 members 
Entering Unmasked Estep 
Score: -17017606.000000 Penalty: 1161.639648
	Iteration 141Q: 3 clusters Score -1.701761e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -17017968.000000 Penalty: 1161.639648
	Iteration 142Q: 3 clusters Score -1.701797e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Mstep: Class 2 contains 205432 members 
Entering Unmasked Estep 
Score: -17018320.000000 Penalty: 1161.639648
	Iteration 143Q: 3 clusters Score -1.701832e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 206649 members 
Entering Unmasked Estep 
Score: -17018654.000000 Penalty: 1161.639648
	Iteration 144Q: 3 clusters Score -1.701865e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141858 members 
Mstep: Class 2 contains 207996 members 
Entering Unmasked Estep 
Score: -17018990.000000 Penalty: 1161.639648
	Iteration 145Q: 3 clusters Score -1.701899e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 209407 members 
Entering Unmasked Estep 
Score: -17019328.000000 Penalty: 1161.639648
	Iteration 146Q: 3 clusters Score -1.701933e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 210812 members 
Entering Unmasked Estep 
Score: -17019772.000000 Penalty: 1161.639648
	Iteration 147Q: 3 clusters Score -1.701977e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 212400 members 
Entering Unmasked Estep 
Score: -17020218.000000 Penalty: 1161.639648
	Iteration 148Q: 3 clusters Score -1.702022e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 214037 members 
Entering Unmasked Estep 
Score: -17020534.000000 Penalty: 1161.639648
	Iteration 149Q: 3 clusters Score -1.702053e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 215829 members 
Entering Unmasked Estep 
Score: -17020936.000000 Penalty: 1161.639648
	Iteration 150Q: 3 clusters Score -1.702094e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 217725 members 
Entering Unmasked Estep 
Score: -17021430.000000 Penalty: 1161.639648
	Iteration 151Q: 3 clusters Score -1.702143e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130136 members 
Mstep: Class 2 contains 219718 members 
Entering Unmasked Estep 
Score: -17021732.000000 Penalty: 1161.639648
	Iteration 152Q: 3 clusters Score -1.702173e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 221789 members 
Entering Unmasked Estep 
Score: -17022026.000000 Penalty: 1161.639648
	Iteration 153Q: 3 clusters Score -1.702203e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 223999 members 
Entering Unmasked Estep 
Score: -17022642.000000 Penalty: 1161.639648
	Iteration 154Q: 3 clusters Score -1.702264e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 226433 members 
Entering Unmasked Estep 
Score: -17023190.000000 Penalty: 1161.639648
	Iteration 155Q: 3 clusters Score -1.702319e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120737 members 
Mstep: Class 2 contains 229117 members 
Entering Unmasked Estep 
Score: -17023874.000000 Penalty: 1161.639648
	Iteration 156Q: 3 clusters Score -1.702387e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117789 members 
Mstep: Class 2 contains 232065 members 
Entering Unmasked Estep 
Score: -17024772.000000 Penalty: 1161.639648
	Iteration 157Q: 3 clusters Score -1.702477e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 235224 members 
Entering Unmasked Estep 
Score: -17025522.000000 Penalty: 1161.639648
	Iteration 158Q: 3 clusters Score -1.702552e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 238691 members 
Entering Unmasked Estep 
Score: -17026466.000000 Penalty: 1161.639648
	Iteration 159Q: 3 clusters Score -1.702647e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107540 members 
Mstep: Class 2 contains 242314 members 
Entering Unmasked Estep 
Score: -17027598.000000 Penalty: 1161.639648
	Iteration 160F: 3 clusters Score -1.70276e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 246273 members 
Entering Unmasked Estep 
Score: -17028774.000000 Penalty: 1161.639648
	Iteration 161Q: 3 clusters Score -1.702877e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 250283 members 
Entering Unmasked Estep 
Score: -17029950.000000 Penalty: 1161.639648
	Iteration 162Q: 3 clusters Score -1.702995e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 254459 members 
Entering Unmasked Estep 
Score: -17031120.000000 Penalty: 1161.639648
	Iteration 163Q: 3 clusters Score -1.703112e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 258922 members 
Entering Unmasked Estep 
Score: -17032752.000000 Penalty: 1161.639648
	Iteration 164Q: 3 clusters Score -1.703275e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 263780 members 
Entering Unmasked Estep 
Score: -17034046.000000 Penalty: 1161.639648
	Iteration 165Q: 3 clusters Score -1.703405e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 268714 members 
Entering Unmasked Estep 
Score: -17035224.000000 Penalty: 1161.639648
	Iteration 166Q: 3 clusters Score -1.703522e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 273665 members 
Entering Unmasked Estep 
Score: -17036986.000000 Penalty: 1161.639648
	Iteration 167Q: 3 clusters Score -1.703699e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 278456 members 
Entering Unmasked Estep 
Score: -17038958.000000 Penalty: 1161.639648
	Iteration 168Q: 3 clusters Score -1.703896e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 283184 members 
Entering Unmasked Estep 
Score: -17041156.000000 Penalty: 1161.639648
	Iteration 169Q: 3 clusters Score -1.704116e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 287585 members 
Entering Unmasked Estep 
Score: -17042708.000000 Penalty: 1161.639648
	Iteration 170Q: 3 clusters Score -1.704271e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 291625 members 
Entering Unmasked Estep 
Score: -17044108.000000 Penalty: 1161.639648
	Iteration 171Q: 3 clusters Score -1.704411e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 295176 members 
Entering Unmasked Estep 
Score: -17045058.000000 Penalty: 1161.639648
	Iteration 172Q: 3 clusters Score -1.704506e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 298394 members 
Entering Unmasked Estep 
Score: -17045850.000000 Penalty: 1161.639648
	Iteration 173Q: 3 clusters Score -1.704585e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 301085 members 
Entering Unmasked Estep 
Score: -17046516.000000 Penalty: 1161.639648
	Iteration 174Q: 3 clusters Score -1.704652e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 303493 members 
Entering Unmasked Estep 
Score: -17046986.000000 Penalty: 1161.639648
	Iteration 175Q: 3 clusters Score -1.704699e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 305722 members 
Entering Unmasked Estep 
Score: -17047136.000000 Penalty: 1161.639648
	Iteration 176Q: 3 clusters Score -1.704714e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 307716 members 
Entering Unmasked Estep 
Score: -17047346.000000 Penalty: 1161.639648
	Iteration 177Q: 3 clusters Score -1.704735e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 309589 members 
Entering Unmasked Estep 
Score: -17047464.000000 Penalty: 1161.639648
	Iteration 178Q: 3 clusters Score -1.704746e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 311278 members 
Entering Unmasked Estep 
Score: -17047398.000000 Penalty: 1161.639648
	Iteration 179Q: 3 clusters Score -1.70474e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 312782 members 
Entering Unmasked Estep 
Score: -17047274.000000 Penalty: 1161.639648
	Iteration 180F: 3 clusters Score -1.704727e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 314171 members 
Entering Unmasked Estep 
Score: -17047340.000000 Penalty: 1161.639648
	Iteration 181Q: 3 clusters Score -1.704734e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 315442 members 
Entering Unmasked Estep 
Score: -17047342.000000 Penalty: 1161.639648
	Iteration 182Q: 3 clusters Score -1.704734e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 316681 members 
Entering Unmasked Estep 
Score: -17047306.000000 Penalty: 1161.639648
	Iteration 183Q: 3 clusters Score -1.704731e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 317865 members 
Entering Unmasked Estep 
Score: -17047294.000000 Penalty: 1161.639648
	Iteration 184Q: 3 clusters Score -1.704729e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 318995 members 
Entering Unmasked Estep 
Score: -17047196.000000 Penalty: 1161.639648
	Iteration 185Q: 3 clusters Score -1.70472e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 320085 members 
Entering Unmasked Estep 
Score: -17047036.000000 Penalty: 1161.639648
	Iteration 186Q: 3 clusters Score -1.704704e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 321097 members 
Entering Unmasked Estep 
Score: -17047020.000000 Penalty: 1161.639648
	Iteration 187Q: 3 clusters Score -1.704702e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 322010 members 
Entering Unmasked Estep 
Score: -17046904.000000 Penalty: 1161.639648
	Iteration 188Q: 3 clusters Score -1.70469e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 322782 members 
Entering Unmasked Estep 
Score: -17046728.000000 Penalty: 1161.639648
	Iteration 189Q: 3 clusters Score -1.704673e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 323530 members 
Entering Unmasked Estep 
Score: -17046616.000000 Penalty: 1161.639648
	Iteration 190Q: 3 clusters Score -1.704662e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 324233 members 
Entering Unmasked Estep 
Score: -17046550.000000 Penalty: 1161.639648
	Iteration 191Q: 3 clusters Score -1.704655e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 324902 members 
Entering Unmasked Estep 
Score: -17046410.000000 Penalty: 1161.639648
	Iteration 192Q: 3 clusters Score -1.704641e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 325467 members 
Entering Unmasked Estep 
Score: -17046312.000000 Penalty: 1161.639648
	Iteration 193Q: 3 clusters Score -1.704631e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 326018 members 
Entering Unmasked Estep 
Score: -17046234.000000 Penalty: 1161.639648
	Iteration 194Q: 3 clusters Score -1.704623e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 326513 members 
Entering Unmasked Estep 
Score: -17046134.000000 Penalty: 1161.639648
	Iteration 195Q: 3 clusters Score -1.704613e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 326942 members 
Entering Unmasked Estep 
Score: -17046042.000000 Penalty: 1161.639648
	Iteration 196Q: 3 clusters Score -1.704604e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 327286 members 
Entering Unmasked Estep 
Score: -17046058.000000 Penalty: 1161.639648
	Iteration 197Q: 3 clusters Score -1.704606e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 327607 members 
Entering Unmasked Estep 
Score: -17046048.000000 Penalty: 1161.639648
	Iteration 198Q: 3 clusters Score -1.704605e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 327896 members 
Entering Unmasked Estep 
Score: -17046016.000000 Penalty: 1161.639648
	Iteration 199Q: 3 clusters Score -1.704602e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 328181 members 
Entering Unmasked Estep 
Score: -17045970.000000 Penalty: 1161.639648
	Iteration 200F: 3 clusters Score -1.704597e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 328443 members 
Entering Unmasked Estep 
Score: -17045950.000000 Penalty: 1161.639648
	Iteration 201Q: 3 clusters Score -1.704595e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 328708 members 
Entering Unmasked Estep 
Score: -17045912.000000 Penalty: 1161.639648
	Iteration 202Q: 3 clusters Score -1.704591e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 328945 members 
Entering Unmasked Estep 
Score: -17045902.000000 Penalty: 1161.639648
	Iteration 203Q: 3 clusters Score -1.70459e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 329175 members 
Entering Unmasked Estep 
Score: -17045888.000000 Penalty: 1161.639648
	Iteration 204Q: 3 clusters Score -1.704589e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 329394 members 
Entering Unmasked Estep 
Score: -17045868.000000 Penalty: 1161.639648
	Iteration 205Q: 3 clusters Score -1.704587e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 329619 members 
Entering Unmasked Estep 
Score: -17045836.000000 Penalty: 1161.639648
	Iteration 206Q: 3 clusters Score -1.704584e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 329801 members 
Entering Unmasked Estep 
Score: -17045806.000000 Penalty: 1161.639648
	Iteration 207Q: 3 clusters Score -1.704581e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 329974 members 
Entering Unmasked Estep 
Score: -17045778.000000 Penalty: 1161.639648
	Iteration 208Q: 3 clusters Score -1.704578e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 330138 members 
Entering Unmasked Estep 
Score: -17045748.000000 Penalty: 1161.639648
	Iteration 209Q: 3 clusters Score -1.704575e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 330292 members 
Entering Unmasked Estep 
Score: -17045714.000000 Penalty: 1161.639648
	Iteration 210Q: 3 clusters Score -1.704571e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 330426 members 
Entering Unmasked Estep 
Score: -17045690.000000 Penalty: 1161.639648
	Iteration 211Q: 3 clusters Score -1.704569e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 330581 members 
Entering Unmasked Estep 
Score: -17045692.000000 Penalty: 1161.639648
	Iteration 212Q: 3 clusters Score -1.704569e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 330740 members 
Entering Unmasked Estep 
Score: -17045650.000000 Penalty: 1161.639648
	Iteration 213Q: 3 clusters Score -1.704565e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 330880 members 
Entering Unmasked Estep 
Score: -17045590.000000 Penalty: 1161.639648
	Iteration 214Q: 3 clusters Score -1.704559e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 331010 members 
Entering Unmasked Estep 
Score: -17045532.000000 Penalty: 1161.639648
	Iteration 215Q: 3 clusters Score -1.704553e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 331135 members 
Entering Unmasked Estep 
Score: -17045512.000000 Penalty: 1161.639648
	Iteration 216Q: 3 clusters Score -1.704551e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 331254 members 
Entering Unmasked Estep 
Score: -17045506.000000 Penalty: 1161.639648
	Iteration 217Q: 3 clusters Score -1.704551e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 331367 members 
Entering Unmasked Estep 
Score: -17045482.000000 Penalty: 1161.639648
	Iteration 218Q: 3 clusters Score -1.704548e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 331477 members 
Entering Unmasked Estep 
Score: -17045452.000000 Penalty: 1161.639648
	Iteration 219Q: 3 clusters Score -1.704545e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 331576 members 
Entering Unmasked Estep 
Score: -17045428.000000 Penalty: 1161.639648
	Iteration 220F: 3 clusters Score -1.704543e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 331670 members 
Entering Unmasked Estep 
Score: -17045422.000000 Penalty: 1161.639648
	Iteration 221Q: 3 clusters Score -1.704542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 331760 members 
Entering Unmasked Estep 
Score: -17045416.000000 Penalty: 1161.639648
	Iteration 222Q: 3 clusters Score -1.704542e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 331831 members 
Entering Unmasked Estep 
Score: -17045420.000000 Penalty: 1161.639648
	Iteration 223Q: 3 clusters Score -1.704542e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 331910 members 
Entering Unmasked Estep 
Score: -17045406.000000 Penalty: 1161.639648
	Iteration 224Q: 3 clusters Score -1.704541e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 331987 members 
Entering Unmasked Estep 
Score: -17045368.000000 Penalty: 1161.639648
	Iteration 225Q: 3 clusters Score -1.704537e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 332070 members 
Entering Unmasked Estep 
Score: -17045334.000000 Penalty: 1161.639648
	Iteration 226Q: 3 clusters Score -1.704533e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 332132 members 
Entering Unmasked Estep 
Score: -17045334.000000 Penalty: 1161.639648
	Iteration 227Q: 3 clusters Score -1.704533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 332192 members 
Entering Unmasked Estep 
Score: -17045320.000000 Penalty: 1161.639648
	Iteration 228Q: 3 clusters Score -1.704532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 332241 members 
Entering Unmasked Estep 
Score: -17045320.000000 Penalty: 1161.639648
	Iteration 229Q: 3 clusters Score -1.704532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 332282 members 
Entering Unmasked Estep 
Score: -17045320.000000 Penalty: 1161.639648
	Iteration 230Q: 3 clusters Score -1.704532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 332318 members 
Entering Unmasked Estep 
Score: -17045310.000000 Penalty: 1161.639648
	Iteration 231Q: 3 clusters Score -1.704531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 332355 members 
Entering Unmasked Estep 
Score: -17045296.000000 Penalty: 1161.639648
	Iteration 232Q: 3 clusters Score -1.70453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 332390 members 
Entering Unmasked Estep 
Score: -17045294.000000 Penalty: 1161.639648
	Iteration 233Q: 3 clusters Score -1.704529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 332426 members 
Entering Unmasked Estep 
Score: -17045302.000000 Penalty: 1161.639648
	Iteration 234Q: 3 clusters Score -1.70453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 332451 members 
Entering Unmasked Estep 
Score: -17045320.000000 Penalty: 1161.639648
	Iteration 235Q: 3 clusters Score -1.704532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 332476 members 
Entering Unmasked Estep 
Score: -17045320.000000 Penalty: 1161.639648
	Iteration 236Q: 3 clusters Score -1.704532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 332489 members 
Entering Unmasked Estep 
Score: -17045330.000000 Penalty: 1161.639648
	Iteration 237Q: 3 clusters Score -1.704533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 332503 members 
Entering Unmasked Estep 
Score: -17045328.000000 Penalty: 1161.639648
	Iteration 238Q: 3 clusters Score -1.704533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 332521 members 
Entering Unmasked Estep 
Score: -17045318.000000 Penalty: 1161.639648
	Iteration 239Q: 3 clusters Score -1.704532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 332534 members 
Entering Unmasked Estep 
Score: -17045306.000000 Penalty: 1161.639648
	Iteration 240F: 3 clusters Score -1.704531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 332545 members 
Entering Unmasked Estep 
Score: -17045296.000000 Penalty: 1161.639648
	Iteration 241Q: 3 clusters Score -1.70453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 332560 members 
Entering Unmasked Estep 
Score: -17045312.000000 Penalty: 1161.639648
	Iteration 242Q: 3 clusters Score -1.704531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 332575 members 
Entering Unmasked Estep 
Score: -17045286.000000 Penalty: 1161.639648
	Iteration 243Q: 3 clusters Score -1.704529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 332584 members 
Entering Unmasked Estep 
Score: -17045280.000000 Penalty: 1161.639648
	Iteration 244Q: 3 clusters Score -1.704528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 332594 members 
Entering Unmasked Estep 
Score: -17045274.000000 Penalty: 1161.639648
	Iteration 245Q: 3 clusters Score -1.704527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 332604 members 
Entering Unmasked Estep 
Score: -17045274.000000 Penalty: 1161.639648
	Iteration 246Q: 3 clusters Score -1.704527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 332616 members 
Entering Unmasked Estep 
Score: -17045278.000000 Penalty: 1161.639648
	Iteration 247Q: 3 clusters Score -1.704528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 332630 members 
Entering Unmasked Estep 
Score: -17045272.000000 Penalty: 1161.639648
	Iteration 248Q: 3 clusters Score -1.704527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 332647 members 
Entering Unmasked Estep 
Score: -17045268.000000 Penalty: 1161.639648
	Iteration 249Q: 3 clusters Score -1.704527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 332662 members 
Entering Unmasked Estep 
Score: -17045260.000000 Penalty: 1161.639648
	Iteration 250Q: 3 clusters Score -1.704526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 332676 members 
Entering Unmasked Estep 
Score: -17045260.000000 Penalty: 1161.639648
	Iteration 251Q: 3 clusters Score -1.704526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 332683 members 
Entering Unmasked Estep 
Score: -17045252.000000 Penalty: 1161.639648
	Iteration 252Q: 3 clusters Score -1.704525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 332695 members 
Entering Unmasked Estep 
Score: -17045244.000000 Penalty: 1161.639648
	Iteration 253Q: 3 clusters Score -1.704524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 332709 members 
Entering Unmasked Estep 
Score: -17045250.000000 Penalty: 1161.639648
	Iteration 254Q: 3 clusters Score -1.704525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 332726 members 
Entering Unmasked Estep 
Score: -17045234.000000 Penalty: 1161.639648
	Iteration 255Q: 3 clusters Score -1.704523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 332739 members 
Entering Unmasked Estep 
Score: -17045232.000000 Penalty: 1161.639648
	Iteration 256Q: 3 clusters Score -1.704523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 332752 members 
Entering Unmasked Estep 
Score: -17045226.000000 Penalty: 1161.639648
	Iteration 257Q: 3 clusters Score -1.704523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 332762 members 
Entering Unmasked Estep 
Score: -17045220.000000 Penalty: 1161.639648
	Iteration 258Q: 3 clusters Score -1.704522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 332780 members 
Entering Unmasked Estep 
Score: -17045218.000000 Penalty: 1161.639648
	Iteration 259Q: 3 clusters Score -1.704522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 332796 members 
Entering Unmasked Estep 
Score: -17045190.000000 Penalty: 1161.639648
	Iteration 260F: 3 clusters Score -1.704519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 332809 members 
Entering Unmasked Estep 
Score: -17045186.000000 Penalty: 1161.639648
	Iteration 261Q: 3 clusters Score -1.704519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 332824 members 
Entering Unmasked Estep 
Score: -17045176.000000 Penalty: 1161.639648
	Iteration 262Q: 3 clusters Score -1.704518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 332835 members 
Entering Unmasked Estep 
Score: -17045182.000000 Penalty: 1161.639648
	Iteration 263Q: 3 clusters Score -1.704518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 332846 members 
Entering Unmasked Estep 
Score: -17045182.000000 Penalty: 1161.639648
	Iteration 264Q: 3 clusters Score -1.704518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 332854 members 
Entering Unmasked Estep 
Score: -17045170.000000 Penalty: 1161.639648
	Iteration 265Q: 3 clusters Score -1.704517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 332860 members 
Entering Unmasked Estep 
Score: -17045172.000000 Penalty: 1161.639648
	Iteration 266Q: 3 clusters Score -1.704517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 332871 members 
Entering Unmasked Estep 
Score: -17045174.000000 Penalty: 1161.639648
	Iteration 267Q: 3 clusters Score -1.704517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 332884 members 
Entering Unmasked Estep 
Score: -17045166.000000 Penalty: 1161.639648
	Iteration 268Q: 3 clusters Score -1.704517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 332893 members 
Entering Unmasked Estep 
Score: -17045178.000000 Penalty: 1161.639648
	Iteration 269Q: 3 clusters Score -1.704518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 332900 members 
Entering Unmasked Estep 
Score: -17045178.000000 Penalty: 1161.639648
	Iteration 270Q: 3 clusters Score -1.704518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 332907 members 
Entering Unmasked Estep 
Score: -17045172.000000 Penalty: 1161.639648
	Iteration 271Q: 3 clusters Score -1.704517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 332911 members 
Entering Unmasked Estep 
Score: -17045170.000000 Penalty: 1161.639648
	Iteration 272Q: 3 clusters Score -1.704517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 332915 members 
Entering Unmasked Estep 
Score: -17045168.000000 Penalty: 1161.639648
	Iteration 273Q: 3 clusters Score -1.704517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 332920 members 
Entering Unmasked Estep 
Score: -17045168.000000 Penalty: 1161.639648
	Iteration 274Q: 3 clusters Score -1.704517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 332924 members 
Entering Unmasked Estep 
Score: -17045158.000000 Penalty: 1161.639648
	Iteration 275Q: 3 clusters Score -1.704516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 332928 members 
Entering Unmasked Estep 
Score: -17045160.000000 Penalty: 1161.639648
	Iteration 276Q: 3 clusters Score -1.704516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 332933 members 
Entering Unmasked Estep 
Score: -17045164.000000 Penalty: 1161.639648
	Iteration 277Q: 3 clusters Score -1.704516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 332937 members 
Entering Unmasked Estep 
Score: -17045164.000000 Penalty: 1161.639648
	Iteration 278Q: 3 clusters Score -1.704516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 332939 members 
Entering Unmasked Estep 
Score: -17045154.000000 Penalty: 1161.639648
	Iteration 279Q: 3 clusters Score -1.704515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 332940 members 
Entering Unmasked Estep 
Score: -17045156.000000 Penalty: 1161.639648
	Iteration 280F: 3 clusters Score -1.704516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 332940 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 4036 members 
Entering Unmasked Estep 
Score: -25300612.000000 Penalty: 11395.691406
Splitting cluster 8 changes total score from -25287470.000000 to -25300612.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 10 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -9272.432617 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -9272.433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8981.685547 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -8981.686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9090.542969 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -9090.543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9123.429688 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -9123.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9140.766602 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -9140.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9156.023438 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -9156.023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9167.802734 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -9167.803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9172.085938 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -9172.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9172.085938 Penalty: 495.260010
	Iteration 7F: 3 clusters Score -9172.086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -158181.671875 Penalty: 365.146118
	Iteration 0F: 2 clusters Score -158181.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -156086.093750 Penalty: 730.292236
	Iteration 0F: 3 clusters Score -156086.1 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -156759.906250 Penalty: 730.292236
	Iteration 1F: 3 clusters Score -156759.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -156836.296875 Penalty: 730.292236
	Iteration 2F: 3 clusters Score -156836.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -156922.078125 Penalty: 730.292236
	Iteration 3F: 3 clusters Score -156922.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -157016.078125 Penalty: 730.292236
	Iteration 4F: 3 clusters Score -157016.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157124.171875 Penalty: 730.292236
	Iteration 5F: 3 clusters Score -157124.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157252.000000 Penalty: 730.292236
	Iteration 6F: 3 clusters Score -157252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -157394.875000 Penalty: 730.292236
	Iteration 7F: 3 clusters Score -157394.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -157530.359375 Penalty: 730.292236
	Iteration 8Q: 3 clusters Score -157530.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -157632.546875 Penalty: 730.292236
	Iteration 9Q: 3 clusters Score -157632.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -157712.609375 Penalty: 730.292236
	Iteration 10Q: 3 clusters Score -157712.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -157787.250000 Penalty: 730.292236
	Iteration 11Q: 3 clusters Score -157787.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -157837.671875 Penalty: 730.292236
	Iteration 12Q: 3 clusters Score -157837.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -157857.953125 Penalty: 730.292236
	Iteration 13Q: 3 clusters Score -157858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -157873.609375 Penalty: 730.292236
	Iteration 14Q: 3 clusters Score -157873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -157877.765625 Penalty: 730.292236
	Iteration 15Q: 3 clusters Score -157877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -157884.234375 Penalty: 730.292236
	Iteration 16Q: 3 clusters Score -157884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -157889.109375 Penalty: 730.292236
	Iteration 17Q: 3 clusters Score -157889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -157889.109375 Penalty: 730.292236
	Iteration 18F: 3 clusters Score -157889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -635815.312500 Penalty: 430.341705
	Iteration 0F: 2 clusters Score -635815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -627148.500000 Penalty: 860.683411
	Iteration 0F: 3 clusters Score -627148.5 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -630624.000000 Penalty: 860.683411
	Iteration 1F: 3 clusters Score -630624 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -630745.562500 Penalty: 860.683411
	Iteration 2Q: 3 clusters Score -630745.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -630866.062500 Penalty: 860.683411
	Iteration 3Q: 3 clusters Score -630866.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -631002.000000 Penalty: 860.683411
	Iteration 4Q: 3 clusters Score -631002 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -631182.625000 Penalty: 860.683411
	Iteration 5Q: 3 clusters Score -631182.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -631475.250000 Penalty: 860.683411
	Iteration 6Q: 3 clusters Score -631475.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -631955.062500 Penalty: 860.683411
	Iteration 7Q: 3 clusters Score -631955.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -632587.500000 Penalty: 860.683411
	Iteration 8F: 3 clusters Score -632587.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -633028.875000 Penalty: 860.683411
	Iteration 9F: 3 clusters Score -633028.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -633208.000000 Penalty: 860.683411
	Iteration 10Q: 3 clusters Score -633208 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -633261.687500 Penalty: 860.683411
	Iteration 11Q: 3 clusters Score -633261.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -633283.250000 Penalty: 860.683411
	Iteration 12Q: 3 clusters Score -633283.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -633297.937500 Penalty: 860.683411
	Iteration 13Q: 3 clusters Score -633297.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -633312.375000 Penalty: 860.683411
	Iteration 14Q: 3 clusters Score -633312.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -633324.437500 Penalty: 860.683411
	Iteration 15Q: 3 clusters Score -633324.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -633333.937500 Penalty: 860.683411
	Iteration 16Q: 3 clusters Score -633333.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -633340.562500 Penalty: 860.683411
	Iteration 17Q: 3 clusters Score -633340.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -633348.437500 Penalty: 860.683411
	Iteration 18Q: 3 clusters Score -633348.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -633354.187500 Penalty: 860.683411
	Iteration 19Q: 3 clusters Score -633354.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -633359.187500 Penalty: 860.683411
	Iteration 20F: 3 clusters Score -633359.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -633366.812500 Penalty: 860.683411
	Iteration 21Q: 3 clusters Score -633366.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -633376.500000 Penalty: 860.683411
	Iteration 22Q: 3 clusters Score -633376.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -633384.437500 Penalty: 860.683411
	Iteration 23Q: 3 clusters Score -633384.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -633392.187500 Penalty: 860.683411
	Iteration 24Q: 3 clusters Score -633392.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -633396.375000 Penalty: 860.683411
	Iteration 25Q: 3 clusters Score -633396.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -633408.000000 Penalty: 860.683411
	Iteration 26Q: 3 clusters Score -633408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -633416.125000 Penalty: 860.683411
	Iteration 27Q: 3 clusters Score -633416.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -633429.687500 Penalty: 860.683411
	Iteration 28Q: 3 clusters Score -633429.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -633443.312500 Penalty: 860.683411
	Iteration 29Q: 3 clusters Score -633443.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -633459.687500 Penalty: 860.683411
	Iteration 30Q: 3 clusters Score -633459.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -633477.500000 Penalty: 860.683411
	Iteration 31Q: 3 clusters Score -633477.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -633493.687500 Penalty: 860.683411
	Iteration 32Q: 3 clusters Score -633493.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -633513.562500 Penalty: 860.683411
	Iteration 33Q: 3 clusters Score -633513.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -633536.437500 Penalty: 860.683411
	Iteration 34Q: 3 clusters Score -633536.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -633566.937500 Penalty: 860.683411
	Iteration 35Q: 3 clusters Score -633566.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -633600.250000 Penalty: 860.683411
	Iteration 36Q: 3 clusters Score -633600.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -633624.625000 Penalty: 860.683411
	Iteration 37Q: 3 clusters Score -633624.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -633648.125000 Penalty: 860.683411
	Iteration 38Q: 3 clusters Score -633648.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -633684.000000 Penalty: 860.683411
	Iteration 39Q: 3 clusters Score -633684 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -633721.250000 Penalty: 860.683411
	Iteration 40F: 3 clusters Score -633721.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -633765.500000 Penalty: 860.683411
	Iteration 41Q: 3 clusters Score -633765.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -633815.250000 Penalty: 860.683411
	Iteration 42Q: 3 clusters Score -633815.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -633872.500000 Penalty: 860.683411
	Iteration 43Q: 3 clusters Score -633872.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -633940.562500 Penalty: 860.683411
	Iteration 44Q: 3 clusters Score -633940.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -634017.312500 Penalty: 860.683411
	Iteration 45Q: 3 clusters Score -634017.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -634098.250000 Penalty: 860.683411
	Iteration 46Q: 3 clusters Score -634098.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -634190.562500 Penalty: 860.683411
	Iteration 47Q: 3 clusters Score -634190.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -634299.500000 Penalty: 860.683411
	Iteration 48Q: 3 clusters Score -634299.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -634420.500000 Penalty: 860.683411
	Iteration 49Q: 3 clusters Score -634420.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -634529.187500 Penalty: 860.683411
	Iteration 50Q: 3 clusters Score -634529.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -634620.687500 Penalty: 860.683411
	Iteration 51Q: 3 clusters Score -634620.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -634705.375000 Penalty: 860.683411
	Iteration 52Q: 3 clusters Score -634705.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -634791.812500 Penalty: 860.683411
	Iteration 53Q: 3 clusters Score -634791.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -634865.437500 Penalty: 860.683411
	Iteration 54Q: 3 clusters Score -634865.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -634928.500000 Penalty: 860.683411
	Iteration 55Q: 3 clusters Score -634928.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -635000.187500 Penalty: 860.683411
	Iteration 56Q: 3 clusters Score -635000.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -635058.250000 Penalty: 860.683411
	Iteration 57Q: 3 clusters Score -635058.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -635116.375000 Penalty: 860.683411
	Iteration 58Q: 3 clusters Score -635116.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -635159.375000 Penalty: 860.683411
	Iteration 59Q: 3 clusters Score -635159.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -635186.875000 Penalty: 860.683411
	Iteration 60F: 3 clusters Score -635186.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -635214.062500 Penalty: 860.683411
	Iteration 61Q: 3 clusters Score -635214.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -635238.062500 Penalty: 860.683411
	Iteration 62Q: 3 clusters Score -635238.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -635269.875000 Penalty: 860.683411
	Iteration 63Q: 3 clusters Score -635269.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -635299.000000 Penalty: 860.683411
	Iteration 64Q: 3 clusters Score -635299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -635327.625000 Penalty: 860.683411
	Iteration 65Q: 3 clusters Score -635327.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -635352.250000 Penalty: 860.683411
	Iteration 66Q: 3 clusters Score -635352.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -635375.125000 Penalty: 860.683411
	Iteration 67Q: 3 clusters Score -635375.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -635383.250000 Penalty: 860.683411
	Iteration 68Q: 3 clusters Score -635383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -635386.437500 Penalty: 860.683411
	Iteration 69Q: 3 clusters Score -635386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -635389.750000 Penalty: 860.683411
	Iteration 70Q: 3 clusters Score -635389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -635394.062500 Penalty: 860.683411
	Iteration 71Q: 3 clusters Score -635394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -635399.875000 Penalty: 860.683411
	Iteration 72Q: 3 clusters Score -635399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -635400.375000 Penalty: 860.683411
	Iteration 73Q: 3 clusters Score -635400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -635400.375000 Penalty: 860.683411
	Iteration 74F: 3 clusters Score -635400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9392.608398 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9392.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9092.340820 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9092.341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9177.533203 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9177.533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9209.627930 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9209.628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9216.633789 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9216.634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9221.419922 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9221.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9224.608398 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9224.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9224.608398 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -9224.608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -27249.369141 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -27249.37 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 263 members 
Entering Unmasked Estep 
Score: -26740.466797 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -26740.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26875.099609 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -26875.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26904.046875 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -26904.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26920.023438 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -26920.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26935.232422 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -26935.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26947.357422 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -26947.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26953.345703 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -26953.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26958.050781 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -26958.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26965.259766 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -26965.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26968.154297 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -26968.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26968.992188 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -26968.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26969.822266 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -26969.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26970.638672 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -26970.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26971.500000 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -26971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26972.576172 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -26972.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26975.111328 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -26975.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26978.138672 Penalty: 566.973816
	Iteration 16Q: 3 clusters Score -26978.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26981.931641 Penalty: 566.973816
	Iteration 17Q: 3 clusters Score -26981.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26985.265625 Penalty: 566.973816
	Iteration 18Q: 3 clusters Score -26985.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26986.886719 Penalty: 566.973816
	Iteration 19Q: 3 clusters Score -26986.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26987.664062 Penalty: 566.973816
	Iteration 20F: 3 clusters Score -26987.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Entering Unmasked Estep 
Score: -4272139.000000 Penalty: 516.193909
	Iteration 0F: 2 clusters Score -4272139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -4214961.000000 Penalty: 1032.387817
	Iteration 0F: 3 clusters Score -4214961 nChanged 41325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -4240115.000000 Penalty: 1032.387817
	Iteration 1F: 3 clusters Score -4240115 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -4241566.500000 Penalty: 1032.387817
	Iteration 2Q: 3 clusters Score -4241566 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4243821.000000 Penalty: 1032.387817
	Iteration 3F: 3 clusters Score -4243821 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -4247093.000000 Penalty: 1032.387817
	Iteration 4F: 3 clusters Score -4247093 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -4251225.000000 Penalty: 1032.387817
	Iteration 5F: 3 clusters Score -4251225 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -4255664.500000 Penalty: 1032.387817
	Iteration 6F: 3 clusters Score -4255664 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -4259632.000000 Penalty: 1032.387817
	Iteration 7F: 3 clusters Score -4259632 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -4262406.000000 Penalty: 1032.387817
	Iteration 8Q: 3 clusters Score -4262406 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -4264145.000000 Penalty: 1032.387817
	Iteration 9Q: 3 clusters Score -4264145 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -4265263.000000 Penalty: 1032.387817
	Iteration 10Q: 3 clusters Score -4265263 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -4266186.500000 Penalty: 1032.387817
	Iteration 11Q: 3 clusters Score -4266186 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -4267056.000000 Penalty: 1032.387817
	Iteration 12Q: 3 clusters Score -4267056 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -4267863.500000 Penalty: 1032.387817
	Iteration 13Q: 3 clusters Score -4267864 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -4268597.500000 Penalty: 1032.387817
	Iteration 14Q: 3 clusters Score -4268598 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -4269223.500000 Penalty: 1032.387817
	Iteration 15Q: 3 clusters Score -4269224 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -4269768.500000 Penalty: 1032.387817
	Iteration 16Q: 3 clusters Score -4269768 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -4270250.500000 Penalty: 1032.387817
	Iteration 17Q: 3 clusters Score -4270250 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -4270614.500000 Penalty: 1032.387817
	Iteration 18Q: 3 clusters Score -4270614 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -4270890.500000 Penalty: 1032.387817
	Iteration 19Q: 3 clusters Score -4270890 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -4271110.500000 Penalty: 1032.387817
	Iteration 20F: 3 clusters Score -4271110 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -4271257.000000 Penalty: 1032.387817
	Iteration 21Q: 3 clusters Score -4271257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -4271363.500000 Penalty: 1032.387817
	Iteration 22Q: 3 clusters Score -4271364 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -4271443.500000 Penalty: 1032.387817
	Iteration 23Q: 3 clusters Score -4271444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -4271504.500000 Penalty: 1032.387817
	Iteration 24Q: 3 clusters Score -4271504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -4271559.500000 Penalty: 1032.387817
	Iteration 25Q: 3 clusters Score -4271560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -4271590.000000 Penalty: 1032.387817
	Iteration 26Q: 3 clusters Score -4271590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -4271613.500000 Penalty: 1032.387817
	Iteration 27Q: 3 clusters Score -4271614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -4271630.500000 Penalty: 1032.387817
	Iteration 28Q: 3 clusters Score -4271630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -4271649.000000 Penalty: 1032.387817
	Iteration 29Q: 3 clusters Score -4271649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -4271659.000000 Penalty: 1032.387817
	Iteration 30Q: 3 clusters Score -4271659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -4271676.500000 Penalty: 1032.387817
	Iteration 31Q: 3 clusters Score -4271676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -4271681.000000 Penalty: 1032.387817
	Iteration 32Q: 3 clusters Score -4271681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -4271689.500000 Penalty: 1032.387817
	Iteration 33Q: 3 clusters Score -4271690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -4271698.000000 Penalty: 1032.387817
	Iteration 34Q: 3 clusters Score -4271698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -4271699.500000 Penalty: 1032.387817
	Iteration 35Q: 3 clusters Score -4271700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -4271704.000000 Penalty: 1032.387817
	Iteration 36Q: 3 clusters Score -4271704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -4271703.000000 Penalty: 1032.387817
	Iteration 37Q: 3 clusters Score -4271703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -4271701.500000 Penalty: 1032.387817
	Iteration 38Q: 3 clusters Score -4271702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -4271710.500000 Penalty: 1032.387817
	Iteration 39Q: 3 clusters Score -4271710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -4271710.000000 Penalty: 1032.387817
	Iteration 40F: 3 clusters Score -4271710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -4271713.500000 Penalty: 1032.387817
	Iteration 41Q: 3 clusters Score -4271714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -4271714.000000 Penalty: 1032.387817
	Iteration 42Q: 3 clusters Score -4271714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -4271711.500000 Penalty: 1032.387817
	Iteration 43Q: 3 clusters Score -4271712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -4271712.000000 Penalty: 1032.387817
	Iteration 44Q: 3 clusters Score -4271712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -4271712.000000 Penalty: 1032.387817
	Iteration 45F: 3 clusters Score -4271712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -446574.406250 Penalty: 412.582153
	Iteration 0F: 2 clusters Score -446574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -440747.500000 Penalty: 825.164307
	Iteration 0F: 3 clusters Score -440747.5 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -443234.937500 Penalty: 825.164307
	Iteration 1F: 3 clusters Score -443234.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -443688.218750 Penalty: 825.164307
	Iteration 2F: 3 clusters Score -443688.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -444247.281250 Penalty: 825.164307
	Iteration 3F: 3 clusters Score -444247.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -444891.562500 Penalty: 825.164307
	Iteration 4F: 3 clusters Score -444891.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -445467.718750 Penalty: 825.164307
	Iteration 5F: 3 clusters Score -445467.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -445743.250000 Penalty: 825.164307
	Iteration 6F: 3 clusters Score -445743.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -445837.937500 Penalty: 825.164307
	Iteration 7Q: 3 clusters Score -445837.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -445894.625000 Penalty: 825.164307
	Iteration 8Q: 3 clusters Score -445894.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -445928.781250 Penalty: 825.164307
	Iteration 9Q: 3 clusters Score -445928.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -445965.375000 Penalty: 825.164307
	Iteration 10Q: 3 clusters Score -445965.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -445997.218750 Penalty: 825.164307
	Iteration 11Q: 3 clusters Score -445997.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -446025.062500 Penalty: 825.164307
	Iteration 12Q: 3 clusters Score -446025.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -446044.312500 Penalty: 825.164307
	Iteration 13Q: 3 clusters Score -446044.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -446059.968750 Penalty: 825.164307
	Iteration 14Q: 3 clusters Score -446060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -446076.000000 Penalty: 825.164307
	Iteration 15Q: 3 clusters Score -446076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -446090.593750 Penalty: 825.164307
	Iteration 16Q: 3 clusters Score -446090.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -446104.781250 Penalty: 825.164307
	Iteration 17Q: 3 clusters Score -446104.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -446119.093750 Penalty: 825.164307
	Iteration 18Q: 3 clusters Score -446119.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -446129.625000 Penalty: 825.164307
	Iteration 19Q: 3 clusters Score -446129.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -446138.812500 Penalty: 825.164307
	Iteration 20F: 3 clusters Score -446138.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -446146.968750 Penalty: 825.164307
	Iteration 21Q: 3 clusters Score -446147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -446157.312500 Penalty: 825.164307
	Iteration 22Q: 3 clusters Score -446157.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -446168.875000 Penalty: 825.164307
	Iteration 23Q: 3 clusters Score -446168.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -446179.343750 Penalty: 825.164307
	Iteration 24Q: 3 clusters Score -446179.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -446187.406250 Penalty: 825.164307
	Iteration 25Q: 3 clusters Score -446187.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -446195.781250 Penalty: 825.164307
	Iteration 26Q: 3 clusters Score -446195.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -446208.125000 Penalty: 825.164307
	Iteration 27Q: 3 clusters Score -446208.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -446222.718750 Penalty: 825.164307
	Iteration 28Q: 3 clusters Score -446222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -446236.437500 Penalty: 825.164307
	Iteration 29Q: 3 clusters Score -446236.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -446248.312500 Penalty: 825.164307
	Iteration 30Q: 3 clusters Score -446248.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -446261.031250 Penalty: 825.164307
	Iteration 31Q: 3 clusters Score -446261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -446271.531250 Penalty: 825.164307
	Iteration 32Q: 3 clusters Score -446271.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -446281.468750 Penalty: 825.164307
	Iteration 33Q: 3 clusters Score -446281.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -446293.125000 Penalty: 825.164307
	Iteration 34Q: 3 clusters Score -446293.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -446303.656250 Penalty: 825.164307
	Iteration 35Q: 3 clusters Score -446303.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -446310.343750 Penalty: 825.164307
	Iteration 36Q: 3 clusters Score -446310.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -446314.937500 Penalty: 825.164307
	Iteration 37Q: 3 clusters Score -446314.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -446319.750000 Penalty: 825.164307
	Iteration 38Q: 3 clusters Score -446319.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -446324.187500 Penalty: 825.164307
	Iteration 39Q: 3 clusters Score -446324.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -446329.312500 Penalty: 825.164307
	Iteration 40F: 3 clusters Score -446329.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -446334.812500 Penalty: 825.164307
	Iteration 41Q: 3 clusters Score -446334.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -446344.718750 Penalty: 825.164307
	Iteration 42Q: 3 clusters Score -446344.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -446350.843750 Penalty: 825.164307
	Iteration 43Q: 3 clusters Score -446350.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -446354.906250 Penalty: 825.164307
	Iteration 44Q: 3 clusters Score -446354.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -446358.437500 Penalty: 825.164307
	Iteration 45Q: 3 clusters Score -446358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -446360.656250 Penalty: 825.164307
	Iteration 46Q: 3 clusters Score -446360.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -446363.125000 Penalty: 825.164307
	Iteration 47Q: 3 clusters Score -446363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -446363.312500 Penalty: 825.164307
	Iteration 48Q: 3 clusters Score -446363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -446364.000000 Penalty: 825.164307
	Iteration 49Q: 3 clusters Score -446364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -446364.937500 Penalty: 825.164307
	Iteration 50Q: 3 clusters Score -446364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -446365.593750 Penalty: 825.164307
	Iteration 51Q: 3 clusters Score -446365.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -446367.250000 Penalty: 825.164307
	Iteration 52Q: 3 clusters Score -446367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -446367.625000 Penalty: 825.164307
	Iteration 53Q: 3 clusters Score -446367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -446367.812500 Penalty: 825.164307
	Iteration 54Q: 3 clusters Score -446367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -446369.406250 Penalty: 825.164307
	Iteration 55Q: 3 clusters Score -446369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -446369.281250 Penalty: 825.164307
	Iteration 56Q: 3 clusters Score -446369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -446369.250000 Penalty: 825.164307
	Iteration 57Q: 3 clusters Score -446369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -446369.500000 Penalty: 825.164307
	Iteration 58Q: 3 clusters Score -446369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -446370.656250 Penalty: 825.164307
	Iteration 59Q: 3 clusters Score -446370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -446371.093750 Penalty: 825.164307
	Iteration 60F: 3 clusters Score -446371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -446372.187500 Penalty: 825.164307
	Iteration 61Q: 3 clusters Score -446372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -446373.812500 Penalty: 825.164307
	Iteration 62Q: 3 clusters Score -446373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -446374.718750 Penalty: 825.164307
	Iteration 63Q: 3 clusters Score -446374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -446376.343750 Penalty: 825.164307
	Iteration 64Q: 3 clusters Score -446376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -446376.593750 Penalty: 825.164307
	Iteration 65Q: 3 clusters Score -446376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -446377.593750 Penalty: 825.164307
	Iteration 66Q: 3 clusters Score -446377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -446378.000000 Penalty: 825.164307
	Iteration 67Q: 3 clusters Score -446378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -446379.031250 Penalty: 825.164307
	Iteration 68Q: 3 clusters Score -446379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -446379.281250 Penalty: 825.164307
	Iteration 69Q: 3 clusters Score -446379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -446379.343750 Penalty: 825.164307
	Iteration 70Q: 3 clusters Score -446379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -446380.343750 Penalty: 825.164307
	Iteration 71Q: 3 clusters Score -446380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -446381.875000 Penalty: 825.164307
	Iteration 72Q: 3 clusters Score -446381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -446383.312500 Penalty: 825.164307
	Iteration 73Q: 3 clusters Score -446383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -446385.187500 Penalty: 825.164307
	Iteration 74Q: 3 clusters Score -446385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -446385.000000 Penalty: 825.164307
	Iteration 75Q: 3 clusters Score -446385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -446386.062500 Penalty: 825.164307
	Iteration 76Q: 3 clusters Score -446386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -446386.687500 Penalty: 825.164307
	Iteration 77Q: 3 clusters Score -446386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -446386.593750 Penalty: 825.164307
	Iteration 78Q: 3 clusters Score -446386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -446386.875000 Penalty: 825.164307
	Iteration 79Q: 3 clusters Score -446386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -446387.687500 Penalty: 825.164307
	Iteration 80F: 3 clusters Score -446387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -446388.031250 Penalty: 825.164307
	Iteration 81Q: 3 clusters Score -446388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -446388.156250 Penalty: 825.164307
	Iteration 82Q: 3 clusters Score -446388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -446388.718750 Penalty: 825.164307
	Iteration 83Q: 3 clusters Score -446388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -446388.781250 Penalty: 825.164307
	Iteration 84Q: 3 clusters Score -446388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -446388.718750 Penalty: 825.164307
	Iteration 85Q: 3 clusters Score -446388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -446389.062500 Penalty: 825.164307
	Iteration 86Q: 3 clusters Score -446389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -446389.281250 Penalty: 825.164307
	Iteration 87Q: 3 clusters Score -446389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -446390.062500 Penalty: 825.164307
	Iteration 88Q: 3 clusters Score -446390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -446389.781250 Penalty: 825.164307
	Iteration 89Q: 3 clusters Score -446389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -446389.781250 Penalty: 825.164307
	Iteration 90F: 3 clusters Score -446389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -176962.593750 Penalty: 377.786926
	Iteration 0F: 2 clusters Score -176962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -174301.953125 Penalty: 755.573853
	Iteration 0F: 3 clusters Score -174302 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -175458.984375 Penalty: 755.573853
	Iteration 1F: 3 clusters Score -175459 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -175721.078125 Penalty: 755.573853
	Iteration 2F: 3 clusters Score -175721.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -176141.656250 Penalty: 755.573853
	Iteration 3F: 3 clusters Score -176141.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -176645.250000 Penalty: 755.573853
	Iteration 4F: 3 clusters Score -176645.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -177022.859375 Penalty: 755.573853
	Iteration 5F: 3 clusters Score -177022.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -177242.265625 Penalty: 755.573853
	Iteration 6F: 3 clusters Score -177242.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -177364.937500 Penalty: 755.573853
	Iteration 7Q: 3 clusters Score -177364.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -177413.765625 Penalty: 755.573853
	Iteration 8Q: 3 clusters Score -177413.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -177435.312500 Penalty: 755.573853
	Iteration 9Q: 3 clusters Score -177435.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -177444.453125 Penalty: 755.573853
	Iteration 10Q: 3 clusters Score -177444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -177449.531250 Penalty: 755.573853
	Iteration 11Q: 3 clusters Score -177449.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -177458.406250 Penalty: 755.573853
	Iteration 12Q: 3 clusters Score -177458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -177463.453125 Penalty: 755.573853
	Iteration 13Q: 3 clusters Score -177463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -177467.296875 Penalty: 755.573853
	Iteration 14Q: 3 clusters Score -177467.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -177470.531250 Penalty: 755.573853
	Iteration 15Q: 3 clusters Score -177470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -177472.468750 Penalty: 755.573853
	Iteration 16Q: 3 clusters Score -177472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -177474.625000 Penalty: 755.573853
	Iteration 17Q: 3 clusters Score -177474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -177475.671875 Penalty: 755.573853
	Iteration 18Q: 3 clusters Score -177475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -177477.078125 Penalty: 755.573853
	Iteration 19Q: 3 clusters Score -177477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -177479.031250 Penalty: 755.573853
	Iteration 20F: 3 clusters Score -177479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -177479.562500 Penalty: 755.573853
	Iteration 21Q: 3 clusters Score -177479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -177480.406250 Penalty: 755.573853
	Iteration 22Q: 3 clusters Score -177480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -177481.062500 Penalty: 755.573853
	Iteration 23Q: 3 clusters Score -177481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -177481.421875 Penalty: 755.573853
	Iteration 24Q: 3 clusters Score -177481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -177481.812500 Penalty: 755.573853
	Iteration 25Q: 3 clusters Score -177481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -177482.187500 Penalty: 755.573853
	Iteration 26Q: 3 clusters Score -177482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -177482.187500 Penalty: 755.573853
	Iteration 27F: 3 clusters Score -177482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 332940 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 192 members 
Entering Unmasked Estep 
Score: -25300954.000000 Penalty: 11995.464844
Splitting cluster 21 changes total score from -25287470.000000 to -25300954.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 52618 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 13 contains 12811 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84535 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 21 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301436.000000 Penalty: 11995.464844
Iteration 79Q: 21 clusters Score -2.530144e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 52297 members 
Mstep: Class 8 contains 17075 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 3045 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 12810 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 333018 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 84613 members 
Mstep: Class 19 contains 8666 members 
Mstep: Class 21 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 589.183533 but Gain 599.773438
Score: -25302022.000000 Penalty: 11395.691406
Iteration 80F: 20 clusters Score -2.530202e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 51306 members 
Mstep: Class 8 contains 17182 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 336144 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 18 contains 83525 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 21 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302002.000000 Penalty: 11395.691406
Iteration 81Q: 20 clusters Score -2.5302e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 50565 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 338122 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 18 contains 82571 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 21 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301498.000000 Penalty: 11395.691406
Iteration 82Q: 20 clusters Score -2.53015e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8587 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 353 members 
Mstep: Class 7 contains 50057 members 
Mstep: Class 8 contains 17758 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 223 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 912 members 
Mstep: Class 13 contains 11855 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 339497 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 18 contains 81755 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 21 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301064.000000 Penalty: 11395.691406
Iteration 83Q: 20 clusters Score -2.530106e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 49712 members 
Mstep: Class 8 contains 18129 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 2528 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 11628 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340468 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 18 contains 81046 members 
Mstep: Class 19 contains 8104 members 
Mstep: Class 21 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300754.000000 Penalty: 11395.691406
Iteration 84Q: 20 clusters Score -2.530075e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8827 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 49429 members 
Mstep: Class 8 contains 18558 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 11419 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341227 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 18 contains 80383 members 
Mstep: Class 19 contains 8038 members 
Mstep: Class 21 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300560.000000 Penalty: 11395.691406
Iteration 85Q: 20 clusters Score -2.530056e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8936 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 49205 members 
Mstep: Class 8 contains 19056 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341795 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 18 contains 79787 members 
Mstep: Class 19 contains 7989 members 
Mstep: Class 21 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300424.000000 Penalty: 11395.691406
Iteration 86Q: 20 clusters Score -2.530042e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9036 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 49014 members 
Mstep: Class 8 contains 19584 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10990 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342239 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 18 contains 79252 members 
Mstep: Class 19 contains 7941 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300452.000000 Penalty: 11395.691406
Iteration 87Q: 20 clusters Score -2.530045e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48845 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10814 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342524 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 18 contains 78763 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300336.000000 Penalty: 11395.691406
Iteration 88Q: 20 clusters Score -2.530034e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48687 members 
Mstep: Class 8 contains 20663 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10632 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342801 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 18 contains 78316 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300272.000000 Penalty: 11395.691406
Iteration 89Q: 20 clusters Score -2.530027e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9351 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48535 members 
Mstep: Class 8 contains 21218 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343011 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 18 contains 77877 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300416.000000 Penalty: 11395.691406
Iteration 90Q: 20 clusters Score -2.530042e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9452 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48399 members 
Mstep: Class 8 contains 21760 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343160 members 
Mstep: Class 16 contains 4151 members 
Mstep: Class 18 contains 77468 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300478.000000 Penalty: 11395.691406
Iteration 91Q: 20 clusters Score -2.530048e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9539 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48284 members 
Mstep: Class 8 contains 22298 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 10127 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343289 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 18 contains 77086 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300560.000000 Penalty: 11395.691406
Iteration 92Q: 20 clusters Score -2.530056e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9619 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48174 members 
Mstep: Class 8 contains 22815 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9979 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343428 members 
Mstep: Class 16 contains 4171 members 
Mstep: Class 18 contains 76712 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300668.000000 Penalty: 11395.691406
Iteration 93Q: 20 clusters Score -2.530067e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48099 members 
Mstep: Class 8 contains 23320 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9821 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343497 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 18 contains 76367 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 21 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300766.000000 Penalty: 11395.691406
Iteration 94Q: 20 clusters Score -2.530077e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 48018 members 
Mstep: Class 8 contains 23791 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343618 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 18 contains 76019 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 21 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300896.000000 Penalty: 11395.691406
Iteration 95Q: 20 clusters Score -2.53009e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 47916 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343716 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 18 contains 75703 members 
Mstep: Class 19 contains 7875 members 
Mstep: Class 21 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300830.000000 Penalty: 11395.691406
Iteration 96Q: 20 clusters Score -2.530083e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9889 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 584 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47835 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9367 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343835 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 18 contains 75362 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 21 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300880.000000 Penalty: 11395.691406
Iteration 97Q: 20 clusters Score -2.530088e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47778 members 
Mstep: Class 8 contains 25238 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343869 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 18 contains 75029 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300982.000000 Penalty: 11395.691406
Iteration 98Q: 20 clusters Score -2.530098e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9985 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47728 members 
Mstep: Class 8 contains 25686 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 9085 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343956 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 18 contains 74686 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301110.000000 Penalty: 11395.691406
Iteration 99Q: 20 clusters Score -2.530111e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10023 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47679 members 
Mstep: Class 8 contains 26077 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8975 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344033 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 18 contains 74389 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301150.000000 Penalty: 11395.691406
Iteration 100F: 20 clusters Score -2.530115e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10056 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47636 members 
Mstep: Class 8 contains 26449 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344113 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 18 contains 74099 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301296.000000 Penalty: 11395.691406
Iteration 101Q: 20 clusters Score -2.53013e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47595 members 
Mstep: Class 8 contains 26811 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8738 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344171 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 18 contains 73822 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301438.000000 Penalty: 11395.691406
Iteration 102Q: 20 clusters Score -2.530144e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 2341 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47550 members 
Mstep: Class 8 contains 27223 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8633 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344162 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 18 contains 73545 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301502.000000 Penalty: 11395.691406
Iteration 103Q: 20 clusters Score -2.53015e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47465 members 
Mstep: Class 8 contains 27629 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8521 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344185 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 18 contains 73289 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301678.000000 Penalty: 11395.691406
Iteration 104Q: 20 clusters Score -2.530168e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 2334 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47389 members 
Mstep: Class 8 contains 28003 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8410 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344194 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 18 contains 73048 members 
Mstep: Class 19 contains 7881 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301698.000000 Penalty: 11395.691406
Iteration 105Q: 20 clusters Score -2.53017e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10272 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 2329 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47304 members 
Mstep: Class 8 contains 28357 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8294 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344233 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 18 contains 72816 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301770.000000 Penalty: 11395.691406
Iteration 106Q: 20 clusters Score -2.530177e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47193 members 
Mstep: Class 8 contains 28712 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8221 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344255 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 18 contains 72580 members 
Mstep: Class 19 contains 7892 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301974.000000 Penalty: 11395.691406
Iteration 107Q: 20 clusters Score -2.530197e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47106 members 
Mstep: Class 8 contains 29052 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344269 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 18 contains 72374 members 
Mstep: Class 19 contains 7892 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302066.000000 Penalty: 11395.691406
Iteration 108Q: 20 clusters Score -2.530207e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 47014 members 
Mstep: Class 8 contains 29360 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344294 members 
Mstep: Class 16 contains 4209 members 
Mstep: Class 18 contains 72180 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302102.000000 Penalty: 11395.691406
Iteration 109Q: 20 clusters Score -2.53021e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10466 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46930 members 
Mstep: Class 8 contains 29636 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7923 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344341 members 
Mstep: Class 16 contains 4212 members 
Mstep: Class 18 contains 72010 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302178.000000 Penalty: 11395.691406
Iteration 110Q: 20 clusters Score -2.530218e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46851 members 
Mstep: Class 8 contains 29930 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1081 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7823 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344336 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 18 contains 71863 members 
Mstep: Class 19 contains 7928 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302226.000000 Penalty: 11395.691406
Iteration 111Q: 20 clusters Score -2.530223e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46765 members 
Mstep: Class 8 contains 30205 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344333 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 18 contains 71731 members 
Mstep: Class 19 contains 7939 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302378.000000 Penalty: 11395.691406
Iteration 112Q: 20 clusters Score -2.530238e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10578 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46684 members 
Mstep: Class 8 contains 30484 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344292 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 18 contains 71608 members 
Mstep: Class 19 contains 7956 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302530.000000 Penalty: 11395.691406
Iteration 113Q: 20 clusters Score -2.530253e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10627 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46591 members 
Mstep: Class 8 contains 30764 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7563 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344238 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 18 contains 71507 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302596.000000 Penalty: 11395.691406
Iteration 114Q: 20 clusters Score -2.53026e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46494 members 
Mstep: Class 8 contains 31053 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344178 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 18 contains 71392 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302708.000000 Penalty: 11395.691406
Iteration 115Q: 20 clusters Score -2.530271e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46394 members 
Mstep: Class 8 contains 31332 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1075 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344112 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 18 contains 71282 members 
Mstep: Class 19 contains 7991 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302904.000000 Penalty: 11395.691406
Iteration 116Q: 20 clusters Score -2.53029e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46282 members 
Mstep: Class 8 contains 31612 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344060 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 18 contains 71158 members 
Mstep: Class 19 contains 8006 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303054.000000 Penalty: 11395.691406
Iteration 117Q: 20 clusters Score -2.530305e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10772 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 2306 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46171 members 
Mstep: Class 8 contains 31895 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 344007 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 18 contains 71031 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303240.000000 Penalty: 11395.691406
Iteration 118Q: 20 clusters Score -2.530324e+07 nChanged 650
Entering ConstructFrom: 
Score: -25303240.000000 Penalty: 11395.691406
Entering ConstructFrom: 
Trying to split cluster 1 (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: -35190.425781 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -35190.43 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: -34518.441406 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -34518.44 nChanged 279
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: -34704.441406 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -34704.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34751.507812 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -34751.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34774.253906 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -34774.25 nChanged 21
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: -34788.222656 Penalty: 601.817993
	Iteration 4Q: 3 clusters Score -34788.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34799.234375 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -34799.23 nChanged 20
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: -34811.839844 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -34811.84 nChanged 13
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: -34819.476562 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -34819.48 nChanged 12
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: -34825.285156 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -34825.29 nChanged 9
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: -34829.554688 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -34829.55 nChanged 9
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: -34832.140625 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -34832.14 nChanged 4
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: -34833.996094 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -34834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34834.699219 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -34834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34836.476562 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -34836.48 nChanged 4
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: -34837.851562 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -34837.85 nChanged 4
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: -34839.468750 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -34839.47 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: -34840.656250 Penalty: 601.817993
	Iteration 16Q: 3 clusters Score -34840.66 nChanged 4
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: -34842.351562 Penalty: 601.817993
	Iteration 17Q: 3 clusters Score -34842.35 nChanged 4
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: -34844.304688 Penalty: 601.817993
	Iteration 18Q: 3 clusters Score -34844.3 nChanged 5
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: -34847.261719 Penalty: 601.817993
	Iteration 19Q: 3 clusters Score -34847.26 nChanged 3
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: -34850.457031 Penalty: 601.817993
	Iteration 20F: 3 clusters Score -34850.46 nChanged 10
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: -34854.265625 Penalty: 601.817993
	Iteration 21Q: 3 clusters Score -34854.27 nChanged 8
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: -34857.109375 Penalty: 601.817993
	Iteration 22Q: 3 clusters Score -34857.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34859.480469 Penalty: 601.817993
	Iteration 23Q: 3 clusters Score -34859.48 nChanged 4
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: -34861.429688 Penalty: 601.817993
	Iteration 24Q: 3 clusters Score -34861.43 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: -34862.023438 Penalty: 601.817993
	Iteration 25Q: 3 clusters Score -34862.02 nChanged 0
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: -34862.023438 Penalty: 601.817993
	Iteration 26F: 3 clusters Score -34862.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -562748.250000 Penalty: 422.551147
	Iteration 0F: 2 clusters Score -562748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -555497.437500 Penalty: 845.102295
	Iteration 0F: 3 clusters Score -555497.4 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -558353.375000 Penalty: 845.102295
	Iteration 1F: 3 clusters Score -558353.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -558530.875000 Penalty: 845.102295
	Iteration 2Q: 3 clusters Score -558530.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -558784.312500 Penalty: 845.102295
	Iteration 3Q: 3 clusters Score -558784.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -559226.687500 Penalty: 845.102295
	Iteration 4F: 3 clusters Score -559226.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -559743.000000 Penalty: 845.102295
	Iteration 5F: 3 clusters Score -559743 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -560234.750000 Penalty: 845.102295
	Iteration 6F: 3 clusters Score -560234.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -560716.187500 Penalty: 845.102295
	Iteration 7F: 3 clusters Score -560716.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -561088.437500 Penalty: 845.102295
	Iteration 8F: 3 clusters Score -561088.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -561294.562500 Penalty: 845.102295
	Iteration 9Q: 3 clusters Score -561294.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -561451.375000 Penalty: 845.102295
	Iteration 10Q: 3 clusters Score -561451.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -561554.812500 Penalty: 845.102295
	Iteration 11Q: 3 clusters Score -561554.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -561623.062500 Penalty: 845.102295
	Iteration 12Q: 3 clusters Score -561623.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -561675.250000 Penalty: 845.102295
	Iteration 13Q: 3 clusters Score -561675.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -561718.312500 Penalty: 845.102295
	Iteration 14Q: 3 clusters Score -561718.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -561751.312500 Penalty: 845.102295
	Iteration 15Q: 3 clusters Score -561751.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -561781.312500 Penalty: 845.102295
	Iteration 16Q: 3 clusters Score -561781.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -561815.812500 Penalty: 845.102295
	Iteration 17Q: 3 clusters Score -561815.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -561843.875000 Penalty: 845.102295
	Iteration 18Q: 3 clusters Score -561843.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -561860.812500 Penalty: 845.102295
	Iteration 19Q: 3 clusters Score -561860.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -561874.562500 Penalty: 845.102295
	Iteration 20F: 3 clusters Score -561874.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -561893.875000 Penalty: 845.102295
	Iteration 21Q: 3 clusters Score -561893.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -561915.312500 Penalty: 845.102295
	Iteration 22Q: 3 clusters Score -561915.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -561933.687500 Penalty: 845.102295
	Iteration 23Q: 3 clusters Score -561933.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -561948.812500 Penalty: 845.102295
	Iteration 24Q: 3 clusters Score -561948.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -561961.187500 Penalty: 845.102295
	Iteration 25Q: 3 clusters Score -561961.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -561974.875000 Penalty: 845.102295
	Iteration 26Q: 3 clusters Score -561974.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -561985.562500 Penalty: 845.102295
	Iteration 27Q: 3 clusters Score -561985.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -562001.187500 Penalty: 845.102295
	Iteration 28Q: 3 clusters Score -562001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -562016.062500 Penalty: 845.102295
	Iteration 29Q: 3 clusters Score -562016.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -562033.187500 Penalty: 845.102295
	Iteration 30Q: 3 clusters Score -562033.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -562048.937500 Penalty: 845.102295
	Iteration 31Q: 3 clusters Score -562048.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -562067.812500 Penalty: 845.102295
	Iteration 32Q: 3 clusters Score -562067.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -562090.562500 Penalty: 845.102295
	Iteration 33Q: 3 clusters Score -562090.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -562110.312500 Penalty: 845.102295
	Iteration 34Q: 3 clusters Score -562110.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -562129.375000 Penalty: 845.102295
	Iteration 35Q: 3 clusters Score -562129.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -562144.937500 Penalty: 845.102295
	Iteration 36Q: 3 clusters Score -562144.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -562157.937500 Penalty: 845.102295
	Iteration 37Q: 3 clusters Score -562157.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -562168.187500 Penalty: 845.102295
	Iteration 38Q: 3 clusters Score -562168.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -562178.250000 Penalty: 845.102295
	Iteration 39Q: 3 clusters Score -562178.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -562193.687500 Penalty: 845.102295
	Iteration 40F: 3 clusters Score -562193.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -562206.687500 Penalty: 845.102295
	Iteration 41Q: 3 clusters Score -562206.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -562219.375000 Penalty: 845.102295
	Iteration 42Q: 3 clusters Score -562219.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -562235.437500 Penalty: 845.102295
	Iteration 43Q: 3 clusters Score -562235.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -562250.250000 Penalty: 845.102295
	Iteration 44Q: 3 clusters Score -562250.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -562264.000000 Penalty: 845.102295
	Iteration 45Q: 3 clusters Score -562264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -562274.687500 Penalty: 845.102295
	Iteration 46Q: 3 clusters Score -562274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -562283.937500 Penalty: 845.102295
	Iteration 47Q: 3 clusters Score -562283.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -562294.000000 Penalty: 845.102295
	Iteration 48Q: 3 clusters Score -562294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -562301.625000 Penalty: 845.102295
	Iteration 49Q: 3 clusters Score -562301.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -562309.125000 Penalty: 845.102295
	Iteration 50Q: 3 clusters Score -562309.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -562317.562500 Penalty: 845.102295
	Iteration 51Q: 3 clusters Score -562317.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -562326.500000 Penalty: 845.102295
	Iteration 52Q: 3 clusters Score -562326.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -562335.375000 Penalty: 845.102295
	Iteration 53Q: 3 clusters Score -562335.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -562343.375000 Penalty: 845.102295
	Iteration 54Q: 3 clusters Score -562343.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -562348.562500 Penalty: 845.102295
	Iteration 55Q: 3 clusters Score -562348.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -562352.687500 Penalty: 845.102295
	Iteration 56Q: 3 clusters Score -562352.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -562355.500000 Penalty: 845.102295
	Iteration 57Q: 3 clusters Score -562355.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -562358.937500 Penalty: 845.102295
	Iteration 58Q: 3 clusters Score -562358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -562362.562500 Penalty: 845.102295
	Iteration 59Q: 3 clusters Score -562362.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -562367.375000 Penalty: 845.102295
	Iteration 60F: 3 clusters Score -562367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -562371.750000 Penalty: 845.102295
	Iteration 61Q: 3 clusters Score -562371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -562376.500000 Penalty: 845.102295
	Iteration 62Q: 3 clusters Score -562376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -562378.500000 Penalty: 845.102295
	Iteration 63Q: 3 clusters Score -562378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -562384.250000 Penalty: 845.102295
	Iteration 64Q: 3 clusters Score -562384.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -562385.687500 Penalty: 845.102295
	Iteration 65Q: 3 clusters Score -562385.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -562389.125000 Penalty: 845.102295
	Iteration 66Q: 3 clusters Score -562389.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -562392.750000 Penalty: 845.102295
	Iteration 67Q: 3 clusters Score -562392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -562394.812500 Penalty: 845.102295
	Iteration 68Q: 3 clusters Score -562394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -562397.750000 Penalty: 845.102295
	Iteration 69Q: 3 clusters Score -562397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -562400.312500 Penalty: 845.102295
	Iteration 70Q: 3 clusters Score -562400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -562401.000000 Penalty: 845.102295
	Iteration 71Q: 3 clusters Score -562401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -562403.062500 Penalty: 845.102295
	Iteration 72Q: 3 clusters Score -562403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -562404.500000 Penalty: 845.102295
	Iteration 73Q: 3 clusters Score -562404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -562406.187500 Penalty: 845.102295
	Iteration 74Q: 3 clusters Score -562406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -562406.437500 Penalty: 845.102295
	Iteration 75Q: 3 clusters Score -562406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -562406.437500 Penalty: 845.102295
	Iteration 76Q: 3 clusters Score -562406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -562406.750000 Penalty: 845.102295
	Iteration 77Q: 3 clusters Score -562406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -562406.750000 Penalty: 845.102295
	Iteration 78F: 3 clusters Score -562406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -17449.134766 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -17449.13 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 219 members 
Entering Unmasked Estep 
Score: -17033.228516 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -17033.23 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17151.613281 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -17151.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17202.925781 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -17202.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17238.609375 Penalty: 544.995483
	Iteration 3Q: 3 clusters Score -17238.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -17281.939453 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -17281.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17309.220703 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -17309.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17357.099609 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -17357.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17410.919922 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -17410.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17436.593750 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -17436.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17451.970703 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -17451.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17460.394531 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -17460.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17466.314453 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -17466.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17469.664062 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -17469.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17470.638672 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -17470.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17476.605469 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -17476.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17484.322266 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -17484.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17490.933594 Penalty: 544.995483
	Iteration 16Q: 3 clusters Score -17490.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17504.347656 Penalty: 544.995483
	Iteration 17Q: 3 clusters Score -17504.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17535.218750 Penalty: 544.995483
	Iteration 18Q: 3 clusters Score -17535.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17553.015625 Penalty: 544.995483
	Iteration 19Q: 3 clusters Score -17553.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17559.546875 Penalty: 544.995483
	Iteration 20F: 3 clusters Score -17559.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17570.500000 Penalty: 544.995483
	Iteration 21Q: 3 clusters Score -17570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17587.417969 Penalty: 544.995483
	Iteration 22Q: 3 clusters Score -17587.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17587.417969 Penalty: 544.995483
	Iteration 23F: 3 clusters Score -17587.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 148 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 32157 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343986 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
Score: -25303210.000000 Penalty: 11995.464844
Splitting cluster 3 changes total score from -25303240.000000 to -25303210.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -28006.683594 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -28006.68 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 298 members 
Entering Unmasked Estep 
Score: -27449.539062 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -27449.54 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27619.048828 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -27619.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27665.130859 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -27665.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27693.730469 Penalty: 582.423462
	Iteration 3Q: 3 clusters Score -27693.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27714.679688 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -27714.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27734.035156 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -27734.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27745.449219 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -27745.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27754.785156 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -27754.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27764.125000 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -27764.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27769.517578 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -27769.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27770.742188 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -27770.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27771.753906 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -27771.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27771.900391 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -27771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27771.900391 Penalty: 582.423462
	Iteration 13F: 3 clusters Score -27771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -111220.992188 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -111221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109604.906250 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -109604.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -110302.273438 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -110302.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -110496.453125 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -110496.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -110659.304688 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -110659.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -110774.515625 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -110774.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -110847.726562 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -110847.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -110879.320312 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -110879.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -110900.265625 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -110900.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -110910.117188 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -110910.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -110916.890625 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -110916.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -110922.890625 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -110922.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -110929.421875 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -110929.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -110935.671875 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -110935.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -110938.742188 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -110938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -110940.234375 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -110940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -110941.250000 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -110941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -110942.414062 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -110942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -110944.593750 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -110944.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -110948.125000 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -110948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -110950.218750 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -110950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -110951.718750 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -110951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -110953.109375 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -110953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -110954.429688 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -110954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -110955.664062 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -110955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -110958.218750 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -110958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -110960.250000 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -110960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -110965.007812 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -110965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -110971.843750 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -110971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -110977.507812 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -110977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -110980.406250 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -110980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -110981.890625 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -110981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -110982.625000 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -110982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -110983.226562 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -110983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -110983.539062 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -110983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -110983.820312 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -110983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -110984.046875 Penalty: 704.598083
	Iteration 35Q: 3 clusters Score -110984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -110984.046875 Penalty: 704.598083
	Iteration 36F: 3 clusters Score -110984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -16334.730469 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -16334.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15953.484375 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -15953.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16033.603516 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -16033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16043.315430 Penalty: 532.811523
	Iteration 2Q: 3 clusters Score -16043.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16048.035156 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -16048.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16051.183594 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -16051.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16053.415039 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -16053.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16056.515625 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -16056.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16061.248047 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -16061.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16066.971680 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -16066.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16068.914062 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -16068.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16070.406250 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -16070.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16070.745117 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -16070.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16070.745117 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -16070.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2133571.250000 Penalty: 488.587067
	Iteration 0F: 2 clusters Score -2133571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2102459.750000 Penalty: 977.174133
	Iteration 0F: 3 clusters Score -2102460 nChanged 22450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2116097.250000 Penalty: 977.174133
	Iteration 1F: 3 clusters Score -2116097 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2116943.000000 Penalty: 977.174133
	Iteration 2Q: 3 clusters Score -2116943 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2117980.000000 Penalty: 977.174133
	Iteration 3Q: 3 clusters Score -2117980 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2119305.250000 Penalty: 977.174133
	Iteration 4Q: 3 clusters Score -2119305 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2121001.000000 Penalty: 977.174133
	Iteration 5F: 3 clusters Score -2121001 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2122712.000000 Penalty: 977.174133
	Iteration 6F: 3 clusters Score -2122712 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2124256.250000 Penalty: 977.174133
	Iteration 7F: 3 clusters Score -2124256 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2125514.750000 Penalty: 977.174133
	Iteration 8Q: 3 clusters Score -2125515 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2126703.000000 Penalty: 977.174133
	Iteration 9Q: 3 clusters Score -2126703 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2127884.500000 Penalty: 977.174133
	Iteration 10Q: 3 clusters Score -2127884 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2129096.250000 Penalty: 977.174133
	Iteration 11Q: 3 clusters Score -2129096 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2130187.500000 Penalty: 977.174133
	Iteration 12Q: 3 clusters Score -2130188 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2131133.500000 Penalty: 977.174133
	Iteration 13Q: 3 clusters Score -2131134 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2131908.500000 Penalty: 977.174133
	Iteration 14Q: 3 clusters Score -2131908 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2132412.000000 Penalty: 977.174133
	Iteration 15Q: 3 clusters Score -2132412 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2132711.500000 Penalty: 977.174133
	Iteration 16Q: 3 clusters Score -2132712 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2132901.750000 Penalty: 977.174133
	Iteration 17Q: 3 clusters Score -2132902 nChanged 148
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: -2133011.250000 Penalty: 977.174133
	Iteration 18Q: 3 clusters Score -2133011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2133062.000000 Penalty: 977.174133
	Iteration 19Q: 3 clusters Score -2133062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2133099.250000 Penalty: 977.174133
	Iteration 20F: 3 clusters Score -2133099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2133125.750000 Penalty: 977.174133
	Iteration 21Q: 3 clusters Score -2133126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2133133.250000 Penalty: 977.174133
	Iteration 22Q: 3 clusters Score -2133133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2133139.000000 Penalty: 977.174133
	Iteration 23Q: 3 clusters Score -2133139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2133143.000000 Penalty: 977.174133
	Iteration 24Q: 3 clusters Score -2133143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2133146.500000 Penalty: 977.174133
	Iteration 25Q: 3 clusters Score -2133146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2133148.750000 Penalty: 977.174133
	Iteration 26Q: 3 clusters Score -2133149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2133150.250000 Penalty: 977.174133
	Iteration 27Q: 3 clusters Score -2133150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2133151.500000 Penalty: 977.174133
	Iteration 28Q: 3 clusters Score -2133152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2133151.500000 Penalty: 977.174133
	Iteration 29F: 3 clusters Score -2133152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Entering Unmasked Estep 
Score: -1661186.750000 Penalty: 472.216553
	Iteration 0F: 2 clusters Score -1661187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1639515.000000 Penalty: 944.433105
	Iteration 0F: 3 clusters Score -1639515 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1649224.875000 Penalty: 944.433105
	Iteration 1F: 3 clusters Score -1649225 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1650203.125000 Penalty: 944.433105
	Iteration 2F: 3 clusters Score -1650203 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1652055.250000 Penalty: 944.433105
	Iteration 3F: 3 clusters Score -1652055 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -1654801.000000 Penalty: 944.433105
	Iteration 4F: 3 clusters Score -1654801 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1657328.250000 Penalty: 944.433105
	Iteration 5F: 3 clusters Score -1657328 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1658662.375000 Penalty: 944.433105
	Iteration 6F: 3 clusters Score -1658662 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1659225.625000 Penalty: 944.433105
	Iteration 7Q: 3 clusters Score -1659226 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -1659576.625000 Penalty: 944.433105
	Iteration 8Q: 3 clusters Score -1659577 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -1659863.875000 Penalty: 944.433105
	Iteration 9Q: 3 clusters Score -1659864 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -1660099.875000 Penalty: 944.433105
	Iteration 10Q: 3 clusters Score -1660100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -1660272.625000 Penalty: 944.433105
	Iteration 11Q: 3 clusters Score -1660273 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1660411.000000 Penalty: 944.433105
	Iteration 12Q: 3 clusters Score -1660411 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -1660504.375000 Penalty: 944.433105
	Iteration 13Q: 3 clusters Score -1660504 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1660565.375000 Penalty: 944.433105
	Iteration 14Q: 3 clusters Score -1660565 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -1660613.875000 Penalty: 944.433105
	Iteration 15Q: 3 clusters Score -1660614 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -1660653.500000 Penalty: 944.433105
	Iteration 16Q: 3 clusters Score -1660654 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1660697.375000 Penalty: 944.433105
	Iteration 17Q: 3 clusters Score -1660697 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -1660722.250000 Penalty: 944.433105
	Iteration 18Q: 3 clusters Score -1660722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -1660760.750000 Penalty: 944.433105
	Iteration 19Q: 3 clusters Score -1660761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1660786.375000 Penalty: 944.433105
	Iteration 20F: 3 clusters Score -1660786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -1660798.000000 Penalty: 944.433105
	Iteration 21Q: 3 clusters Score -1660798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -1660816.625000 Penalty: 944.433105
	Iteration 22Q: 3 clusters Score -1660817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1660838.375000 Penalty: 944.433105
	Iteration 23Q: 3 clusters Score -1660838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -1660852.875000 Penalty: 944.433105
	Iteration 24Q: 3 clusters Score -1660853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -1660877.125000 Penalty: 944.433105
	Iteration 25Q: 3 clusters Score -1660877 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -1660886.250000 Penalty: 944.433105
	Iteration 26Q: 3 clusters Score -1660886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1660893.125000 Penalty: 944.433105
	Iteration 27Q: 3 clusters Score -1660893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -1660898.875000 Penalty: 944.433105
	Iteration 28Q: 3 clusters Score -1660899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -1660911.125000 Penalty: 944.433105
	Iteration 29Q: 3 clusters Score -1660911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -1660917.125000 Penalty: 944.433105
	Iteration 30Q: 3 clusters Score -1660917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1660923.625000 Penalty: 944.433105
	Iteration 31Q: 3 clusters Score -1660924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -1660926.750000 Penalty: 944.433105
	Iteration 32Q: 3 clusters Score -1660927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -1660930.875000 Penalty: 944.433105
	Iteration 33Q: 3 clusters Score -1660931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -1660940.000000 Penalty: 944.433105
	Iteration 34Q: 3 clusters Score -1660940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -1660943.000000 Penalty: 944.433105
	Iteration 35Q: 3 clusters Score -1660943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -1660948.000000 Penalty: 944.433105
	Iteration 36Q: 3 clusters Score -1660948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -1660952.500000 Penalty: 944.433105
	Iteration 37Q: 3 clusters Score -1660952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -1660959.375000 Penalty: 944.433105
	Iteration 38Q: 3 clusters Score -1660959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -1660971.875000 Penalty: 944.433105
	Iteration 39Q: 3 clusters Score -1660972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -1660975.500000 Penalty: 944.433105
	Iteration 40F: 3 clusters Score -1660976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -1660977.000000 Penalty: 944.433105
	Iteration 41Q: 3 clusters Score -1660977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -1660980.625000 Penalty: 944.433105
	Iteration 42Q: 3 clusters Score -1660981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -1660990.125000 Penalty: 944.433105
	Iteration 43Q: 3 clusters Score -1660990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -1660994.375000 Penalty: 944.433105
	Iteration 44Q: 3 clusters Score -1660994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1660997.625000 Penalty: 944.433105
	Iteration 45Q: 3 clusters Score -1660998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -1661000.000000 Penalty: 944.433105
	Iteration 46Q: 3 clusters Score -1661000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -1660999.500000 Penalty: 944.433105
	Iteration 47Q: 3 clusters Score -1661000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -1660999.875000 Penalty: 944.433105
	Iteration 48Q: 3 clusters Score -1661000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -1660999.375000 Penalty: 944.433105
	Iteration 49Q: 3 clusters Score -1660999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -1660998.875000 Penalty: 944.433105
	Iteration 50Q: 3 clusters Score -1660999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -1661001.250000 Penalty: 944.433105
	Iteration 51Q: 3 clusters Score -1661001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -1661002.125000 Penalty: 944.433105
	Iteration 52Q: 3 clusters Score -1661002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -1661001.375000 Penalty: 944.433105
	Iteration 53Q: 3 clusters Score -1661001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -1661003.625000 Penalty: 944.433105
	Iteration 54Q: 3 clusters Score -1661004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -1661003.875000 Penalty: 944.433105
	Iteration 55Q: 3 clusters Score -1661004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -1661001.875000 Penalty: 944.433105
	Iteration 56Q: 3 clusters Score -1661002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -1661005.875000 Penalty: 944.433105
	Iteration 57Q: 3 clusters Score -1661006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -1661005.625000 Penalty: 944.433105
	Iteration 58Q: 3 clusters Score -1661006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -1661006.250000 Penalty: 944.433105
	Iteration 59Q: 3 clusters Score -1661006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -1661007.500000 Penalty: 944.433105
	Iteration 60F: 3 clusters Score -1661008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -1661006.375000 Penalty: 944.433105
	Iteration 61Q: 3 clusters Score -1661006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -1661008.625000 Penalty: 944.433105
	Iteration 62Q: 3 clusters Score -1661009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -1661008.500000 Penalty: 944.433105
	Iteration 63Q: 3 clusters Score -1661008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -1661009.625000 Penalty: 944.433105
	Iteration 64Q: 3 clusters Score -1661010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -1661009.875000 Penalty: 944.433105
	Iteration 65Q: 3 clusters Score -1661010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -1661010.375000 Penalty: 944.433105
	Iteration 66Q: 3 clusters Score -1661010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -1661010.375000 Penalty: 944.433105
	Iteration 67F: 3 clusters Score -1661010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5872.354980 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5872.355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5628.449219 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5628.449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5651.723633 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5651.724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5667.366699 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -5667.367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5674.076660 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5674.077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5677.827637 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -5677.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5677.827637 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -5677.828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -9134.448242 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -9134.448 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 117 members 
Entering Unmasked Estep 
Score: -8864.250000 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -8864.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9058.805664 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9058.806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9191.262695 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -9191.263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9233.987305 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -9233.987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9267.071289 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -9267.071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9291.848633 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -9291.849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9299.128906 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -9299.129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9300.807617 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -9300.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9300.807617 Penalty: 494.070465
	Iteration 8F: 3 clusters Score -9300.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 32157 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 65 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343986 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 163 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
Score: -25303218.000000 Penalty: 11995.464844
Splitting cluster 10 changes total score from -25303240.000000 to -25303218.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -56818.042969 Penalty: 318.307373
	Iteration 0F: 2 clusters Score -56818.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55943.593750 Penalty: 636.614746
	Iteration 0F: 3 clusters Score -55943.59 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56232.824219 Penalty: 636.614746
	Iteration 1F: 3 clusters Score -56232.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56289.382812 Penalty: 636.614746
	Iteration 2F: 3 clusters Score -56289.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -56325.082031 Penalty: 636.614746
	Iteration 3F: 3 clusters Score -56325.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -56354.167969 Penalty: 636.614746
	Iteration 4Q: 3 clusters Score -56354.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56375.613281 Penalty: 636.614746
	Iteration 5Q: 3 clusters Score -56375.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56393.679688 Penalty: 636.614746
	Iteration 6Q: 3 clusters Score -56393.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -56406.804688 Penalty: 636.614746
	Iteration 7Q: 3 clusters Score -56406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -56421.769531 Penalty: 636.614746
	Iteration 8Q: 3 clusters Score -56421.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -56430.800781 Penalty: 636.614746
	Iteration 9Q: 3 clusters Score -56430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -56434.050781 Penalty: 636.614746
	Iteration 10Q: 3 clusters Score -56434.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56435.328125 Penalty: 636.614746
	Iteration 11Q: 3 clusters Score -56435.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56437.277344 Penalty: 636.614746
	Iteration 12Q: 3 clusters Score -56437.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56438.398438 Penalty: 636.614746
	Iteration 13Q: 3 clusters Score -56438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56439.750000 Penalty: 636.614746
	Iteration 14Q: 3 clusters Score -56439.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56440.062500 Penalty: 636.614746
	Iteration 15Q: 3 clusters Score -56440.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56440.328125 Penalty: 636.614746
	Iteration 16Q: 3 clusters Score -56440.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56440.328125 Penalty: 636.614746
	Iteration 17F: 3 clusters Score -56440.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -41846.902344 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -41846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -41102.476562 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -41102.48 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -41340.429688 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -41340.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -41469.617188 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -41469.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -41610.050781 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -41610.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -41796.191406 Penalty: 620.322937
	Iteration 4F: 3 clusters Score -41796.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -41968.171875 Penalty: 620.322937
	Iteration 5F: 3 clusters Score -41968.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -42038.257812 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -42038.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -42060.128906 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -42060.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -42075.007812 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -42075.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -42077.824219 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -42077.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -42081.421875 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -42081.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -42082.542969 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -42082.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -42084.910156 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -42084.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -42087.367188 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -42087.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -42089.433594 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -42089.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -42089.933594 Penalty: 620.322937
	Iteration 15Q: 3 clusters Score -42089.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -42089.933594 Penalty: 620.322937
	Iteration 16F: 3 clusters Score -42089.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 32157 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 183 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343986 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
Score: -25303346.000000 Penalty: 11995.464844
Splitting cluster 12 changes total score from -25303240.000000 to -25303346.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (7279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Entering Unmasked Estep 
Score: -360742.125000 Penalty: 404.620087
	Iteration 0F: 2 clusters Score -360742.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -355825.937500 Penalty: 809.240173
	Iteration 0F: 3 clusters Score -355825.9 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -357904.468750 Penalty: 809.240173
	Iteration 1F: 3 clusters Score -357904.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -358226.343750 Penalty: 809.240173
	Iteration 2F: 3 clusters Score -358226.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -358629.500000 Penalty: 809.240173
	Iteration 3F: 3 clusters Score -358629.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -359119.406250 Penalty: 809.240173
	Iteration 4F: 3 clusters Score -359119.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -359554.906250 Penalty: 809.240173
	Iteration 5F: 3 clusters Score -359554.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -359882.812500 Penalty: 809.240173
	Iteration 6Q: 3 clusters Score -359882.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -360033.750000 Penalty: 809.240173
	Iteration 7Q: 3 clusters Score -360033.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -360126.687500 Penalty: 809.240173
	Iteration 8Q: 3 clusters Score -360126.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -360178.656250 Penalty: 809.240173
	Iteration 9Q: 3 clusters Score -360178.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -360210.187500 Penalty: 809.240173
	Iteration 10Q: 3 clusters Score -360210.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -360232.531250 Penalty: 809.240173
	Iteration 11Q: 3 clusters Score -360232.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -360248.062500 Penalty: 809.240173
	Iteration 12Q: 3 clusters Score -360248.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -360258.406250 Penalty: 809.240173
	Iteration 13Q: 3 clusters Score -360258.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -360266.187500 Penalty: 809.240173
	Iteration 14Q: 3 clusters Score -360266.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -360274.281250 Penalty: 809.240173
	Iteration 15Q: 3 clusters Score -360274.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -360286.562500 Penalty: 809.240173
	Iteration 16Q: 3 clusters Score -360286.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -360301.312500 Penalty: 809.240173
	Iteration 17Q: 3 clusters Score -360301.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -360315.812500 Penalty: 809.240173
	Iteration 18Q: 3 clusters Score -360315.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -360328.156250 Penalty: 809.240173
	Iteration 19Q: 3 clusters Score -360328.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -360335.937500 Penalty: 809.240173
	Iteration 20F: 3 clusters Score -360335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -360339.718750 Penalty: 809.240173
	Iteration 21Q: 3 clusters Score -360339.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -360345.750000 Penalty: 809.240173
	Iteration 22Q: 3 clusters Score -360345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -360348.187500 Penalty: 809.240173
	Iteration 23Q: 3 clusters Score -360348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -360350.437500 Penalty: 809.240173
	Iteration 24Q: 3 clusters Score -360350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -360352.250000 Penalty: 809.240173
	Iteration 25Q: 3 clusters Score -360352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -360354.531250 Penalty: 809.240173
	Iteration 26Q: 3 clusters Score -360354.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -360356.656250 Penalty: 809.240173
	Iteration 27Q: 3 clusters Score -360356.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -360358.500000 Penalty: 809.240173
	Iteration 28Q: 3 clusters Score -360358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -360360.687500 Penalty: 809.240173
	Iteration 29Q: 3 clusters Score -360360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -360362.562500 Penalty: 809.240173
	Iteration 30Q: 3 clusters Score -360362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -360363.906250 Penalty: 809.240173
	Iteration 31Q: 3 clusters Score -360363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -360363.468750 Penalty: 809.240173
	Iteration 32Q: 3 clusters Score -360363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -360363.468750 Penalty: 809.240173
	Iteration 33F: 3 clusters Score -360363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9392.608398 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9392.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9111.265625 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9111.266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9156.398438 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9156.398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9203.613281 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9203.613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9217.336914 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -9217.337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9220.207031 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9220.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9220.207031 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -9220.207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (343986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343986 members 
Entering Unmasked Estep 
Score: -16712018.000000 Penalty: 580.050171
	Iteration 0F: 2 clusters Score -1.671202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -16503055.000000 Penalty: 1160.100342
	Iteration 0F: 3 clusters Score -1.650306e+07 nChanged 169780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 200381 members 
Entering Unmasked Estep 
Score: -16614711.000000 Penalty: 1160.100342
	Iteration 1F: 3 clusters Score -1.661471e+07 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126832 members 
Mstep: Class 2 contains 217154 members 
Entering Unmasked Estep 
Score: -16623805.000000 Penalty: 1160.100342
	Iteration 2F: 3 clusters Score -1.66238e+07 nChanged 23456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103914 members 
Mstep: Class 2 contains 240072 members 
Entering Unmasked Estep 
Score: -16639302.000000 Penalty: 1160.100342
	Iteration 3F: 3 clusters Score -1.66393e+07 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 268562 members 
Entering Unmasked Estep 
Score: -16661657.000000 Penalty: 1160.100342
	Iteration 4F: 3 clusters Score -1.666166e+07 nChanged 30412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 298970 members 
Entering Unmasked Estep 
Score: -16686051.000000 Penalty: 1160.100342
	Iteration 5F: 3 clusters Score -1.668605e+07 nChanged 23552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 322520 members 
Entering Unmasked Estep 
Score: -16702293.000000 Penalty: 1160.100342
	Iteration 6F: 3 clusters Score -1.670229e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 335220 members 
Entering Unmasked Estep 
Score: -16709893.000000 Penalty: 1160.100342
	Iteration 7Q: 3 clusters Score -1.670989e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 340583 members 
Entering Unmasked Estep 
Score: -16711344.000000 Penalty: 1160.100342
	Iteration 8Q: 3 clusters Score -1.671134e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 342579 members 
Entering Unmasked Estep 
Score: -16711576.000000 Penalty: 1160.100342
	Iteration 9Q: 3 clusters Score -1.671158e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 343275 members 
Entering Unmasked Estep 
Score: -16711644.000000 Penalty: 1160.100342
	Iteration 10Q: 3 clusters Score -1.671164e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343495 members 
Entering Unmasked Estep 
Score: -16711670.000000 Penalty: 1160.100342
	Iteration 11Q: 3 clusters Score -1.671167e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343611 members 
Entering Unmasked Estep 
Score: -16711661.000000 Penalty: 1160.100342
	Iteration 12Q: 3 clusters Score -1.671166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 343666 members 
Entering Unmasked Estep 
Score: -16711704.000000 Penalty: 1160.100342
	Iteration 13Q: 3 clusters Score -1.67117e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343686 members 
Entering Unmasked Estep 
Score: -16711728.000000 Penalty: 1160.100342
	Iteration 14Q: 3 clusters Score -1.671173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343699 members 
Entering Unmasked Estep 
Score: -16711732.000000 Penalty: 1160.100342
	Iteration 15Q: 3 clusters Score -1.671173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 343707 members 
Entering Unmasked Estep 
Score: -16711729.000000 Penalty: 1160.100342
	Iteration 16Q: 3 clusters Score -1.671173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343715 members 
Entering Unmasked Estep 
Score: -16711743.000000 Penalty: 1160.100342
	Iteration 17Q: 3 clusters Score -1.671174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 343725 members 
Entering Unmasked Estep 
Score: -16711742.000000 Penalty: 1160.100342
	Iteration 18Q: 3 clusters Score -1.671174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343730 members 
Entering Unmasked Estep 
Score: -16711731.000000 Penalty: 1160.100342
	Iteration 19Q: 3 clusters Score -1.671173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343741 members 
Entering Unmasked Estep 
Score: -16711745.000000 Penalty: 1160.100342
	Iteration 20F: 3 clusters Score -1.671174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343741 members 
Entering Unmasked Estep 
Score: -16711735.000000 Penalty: 1160.100342
	Iteration 21Q: 3 clusters Score -1.671174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343746 members 
Entering Unmasked Estep 
Score: -16711741.000000 Penalty: 1160.100342
	Iteration 22Q: 3 clusters Score -1.671174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 343750 members 
Entering Unmasked Estep 
Score: -16711741.000000 Penalty: 1160.100342
	Iteration 23Q: 3 clusters Score -1.671174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343756 members 
Entering Unmasked Estep 
Score: -16711727.000000 Penalty: 1160.100342
	Iteration 24Q: 3 clusters Score -1.671173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 343760 members 
Entering Unmasked Estep 
Score: -16711735.000000 Penalty: 1160.100342
	Iteration 25Q: 3 clusters Score -1.671174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343763 members 
Entering Unmasked Estep 
Score: -16711720.000000 Penalty: 1160.100342
	Iteration 26Q: 3 clusters Score -1.671172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 343764 members 
Entering Unmasked Estep 
Score: -16711729.000000 Penalty: 1160.100342
	Iteration 27Q: 3 clusters Score -1.671173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343765 members 
Entering Unmasked Estep 
Score: -16711716.000000 Penalty: 1160.100342
	Iteration 28Q: 3 clusters Score -1.671172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 343765 members 
Entering Unmasked Estep 
Score: -16711716.000000 Penalty: 1160.100342
	Iteration 29F: 3 clusters Score -1.671172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -189015.062500 Penalty: 379.901550
	Iteration 0F: 2 clusters Score -189015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -186084.609375 Penalty: 759.803101
	Iteration 0F: 3 clusters Score -186084.6 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -187113.218750 Penalty: 759.803101
	Iteration 1F: 3 clusters Score -187113.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -187221.187500 Penalty: 759.803101
	Iteration 2F: 3 clusters Score -187221.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -187327.265625 Penalty: 759.803101
	Iteration 3F: 3 clusters Score -187327.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -187434.437500 Penalty: 759.803101
	Iteration 4F: 3 clusters Score -187434.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -187527.859375 Penalty: 759.803101
	Iteration 5Q: 3 clusters Score -187527.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -187647.687500 Penalty: 759.803101
	Iteration 6Q: 3 clusters Score -187647.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -187770.937500 Penalty: 759.803101
	Iteration 7Q: 3 clusters Score -187770.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -187891.125000 Penalty: 759.803101
	Iteration 8Q: 3 clusters Score -187891.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -187999.234375 Penalty: 759.803101
	Iteration 9Q: 3 clusters Score -187999.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -188095.390625 Penalty: 759.803101
	Iteration 10Q: 3 clusters Score -188095.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -188167.734375 Penalty: 759.803101
	Iteration 11Q: 3 clusters Score -188167.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -188229.234375 Penalty: 759.803101
	Iteration 12Q: 3 clusters Score -188229.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -188265.531250 Penalty: 759.803101
	Iteration 13Q: 3 clusters Score -188265.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -188286.765625 Penalty: 759.803101
	Iteration 14Q: 3 clusters Score -188286.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188299.578125 Penalty: 759.803101
	Iteration 15Q: 3 clusters Score -188299.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -188305.828125 Penalty: 759.803101
	Iteration 16Q: 3 clusters Score -188305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -188310.437500 Penalty: 759.803101
	Iteration 17Q: 3 clusters Score -188310.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -188315.531250 Penalty: 759.803101
	Iteration 18Q: 3 clusters Score -188315.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -188318.843750 Penalty: 759.803101
	Iteration 19Q: 3 clusters Score -188318.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -188322.703125 Penalty: 759.803101
	Iteration 20F: 3 clusters Score -188322.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188325.062500 Penalty: 759.803101
	Iteration 21Q: 3 clusters Score -188325.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -188327.203125 Penalty: 759.803101
	Iteration 22Q: 3 clusters Score -188327.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -188329.203125 Penalty: 759.803101
	Iteration 23Q: 3 clusters Score -188329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -188330.593750 Penalty: 759.803101
	Iteration 24Q: 3 clusters Score -188330.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -188333.281250 Penalty: 759.803101
	Iteration 25Q: 3 clusters Score -188333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188336.015625 Penalty: 759.803101
	Iteration 26Q: 3 clusters Score -188336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -188339.515625 Penalty: 759.803101
	Iteration 27Q: 3 clusters Score -188339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -188342.937500 Penalty: 759.803101
	Iteration 28Q: 3 clusters Score -188342.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -188347.203125 Penalty: 759.803101
	Iteration 29Q: 3 clusters Score -188347.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -188352.546875 Penalty: 759.803101
	Iteration 30Q: 3 clusters Score -188352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -188356.718750 Penalty: 759.803101
	Iteration 31Q: 3 clusters Score -188356.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -188362.140625 Penalty: 759.803101
	Iteration 32Q: 3 clusters Score -188362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -188368.265625 Penalty: 759.803101
	Iteration 33Q: 3 clusters Score -188368.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -188374.500000 Penalty: 759.803101
	Iteration 34Q: 3 clusters Score -188374.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -188381.515625 Penalty: 759.803101
	Iteration 35Q: 3 clusters Score -188381.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -188389.109375 Penalty: 759.803101
	Iteration 36Q: 3 clusters Score -188389.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188401.000000 Penalty: 759.803101
	Iteration 37Q: 3 clusters Score -188401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -188417.609375 Penalty: 759.803101
	Iteration 38Q: 3 clusters Score -188417.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188430.125000 Penalty: 759.803101
	Iteration 39Q: 3 clusters Score -188430.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188435.625000 Penalty: 759.803101
	Iteration 40F: 3 clusters Score -188435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188438.609375 Penalty: 759.803101
	Iteration 41Q: 3 clusters Score -188438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188441.812500 Penalty: 759.803101
	Iteration 42Q: 3 clusters Score -188441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188450.125000 Penalty: 759.803101
	Iteration 43Q: 3 clusters Score -188450.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -188464.156250 Penalty: 759.803101
	Iteration 44Q: 3 clusters Score -188464.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -188474.609375 Penalty: 759.803101
	Iteration 45Q: 3 clusters Score -188474.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188484.250000 Penalty: 759.803101
	Iteration 46Q: 3 clusters Score -188484.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188491.984375 Penalty: 759.803101
	Iteration 47Q: 3 clusters Score -188492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188500.328125 Penalty: 759.803101
	Iteration 48Q: 3 clusters Score -188500.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188507.906250 Penalty: 759.803101
	Iteration 49Q: 3 clusters Score -188507.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -188515.531250 Penalty: 759.803101
	Iteration 50Q: 3 clusters Score -188515.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188520.156250 Penalty: 759.803101
	Iteration 51Q: 3 clusters Score -188520.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -188523.546875 Penalty: 759.803101
	Iteration 52Q: 3 clusters Score -188523.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -188528.406250 Penalty: 759.803101
	Iteration 53Q: 3 clusters Score -188528.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -188533.171875 Penalty: 759.803101
	Iteration 54Q: 3 clusters Score -188533.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188537.953125 Penalty: 759.803101
	Iteration 55Q: 3 clusters Score -188538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -188544.421875 Penalty: 759.803101
	Iteration 56Q: 3 clusters Score -188544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -188550.828125 Penalty: 759.803101
	Iteration 57Q: 3 clusters Score -188550.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -188555.750000 Penalty: 759.803101
	Iteration 58Q: 3 clusters Score -188555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -188560.781250 Penalty: 759.803101
	Iteration 59Q: 3 clusters Score -188560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -188567.078125 Penalty: 759.803101
	Iteration 60F: 3 clusters Score -188567.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -188572.843750 Penalty: 759.803101
	Iteration 61Q: 3 clusters Score -188572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -188580.468750 Penalty: 759.803101
	Iteration 62Q: 3 clusters Score -188580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -188583.390625 Penalty: 759.803101
	Iteration 63Q: 3 clusters Score -188583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188588.437500 Penalty: 759.803101
	Iteration 64Q: 3 clusters Score -188588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -188593.828125 Penalty: 759.803101
	Iteration 65Q: 3 clusters Score -188593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -188598.437500 Penalty: 759.803101
	Iteration 66Q: 3 clusters Score -188598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -188602.812500 Penalty: 759.803101
	Iteration 67Q: 3 clusters Score -188602.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -188606.484375 Penalty: 759.803101
	Iteration 68Q: 3 clusters Score -188606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -188612.765625 Penalty: 759.803101
	Iteration 69Q: 3 clusters Score -188612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -188617.875000 Penalty: 759.803101
	Iteration 70Q: 3 clusters Score -188617.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -188622.265625 Penalty: 759.803101
	Iteration 71Q: 3 clusters Score -188622.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -188627.406250 Penalty: 759.803101
	Iteration 72Q: 3 clusters Score -188627.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -188631.937500 Penalty: 759.803101
	Iteration 73Q: 3 clusters Score -188631.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -188635.359375 Penalty: 759.803101
	Iteration 74Q: 3 clusters Score -188635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -188638.500000 Penalty: 759.803101
	Iteration 75Q: 3 clusters Score -188638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -188642.343750 Penalty: 759.803101
	Iteration 76Q: 3 clusters Score -188642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -188647.250000 Penalty: 759.803101
	Iteration 77Q: 3 clusters Score -188647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -188648.000000 Penalty: 759.803101
	Iteration 78Q: 3 clusters Score -188648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -188648.000000 Penalty: 759.803101
	Iteration 79F: 3 clusters Score -188648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Entering Unmasked Estep 
Score: -3601975.500000 Penalty: 508.195831
	Iteration 0F: 2 clusters Score -3601976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3554061.250000 Penalty: 1016.391663
	Iteration 0F: 3 clusters Score -3554061 nChanged 34540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -3575341.500000 Penalty: 1016.391663
	Iteration 1F: 3 clusters Score -3575342 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -3577307.000000 Penalty: 1016.391663
	Iteration 2F: 3 clusters Score -3577307 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -3581065.500000 Penalty: 1016.391663
	Iteration 3F: 3 clusters Score -3581066 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -3587066.750000 Penalty: 1016.391663
	Iteration 4F: 3 clusters Score -3587067 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -3593737.500000 Penalty: 1016.391663
	Iteration 5F: 3 clusters Score -3593738 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -3598047.250000 Penalty: 1016.391663
	Iteration 6F: 3 clusters Score -3598047 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -3599994.750000 Penalty: 1016.391663
	Iteration 7Q: 3 clusters Score -3599995 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -3600598.250000 Penalty: 1016.391663
	Iteration 8Q: 3 clusters Score -3600598 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -3600862.000000 Penalty: 1016.391663
	Iteration 9Q: 3 clusters Score -3600862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -3601002.250000 Penalty: 1016.391663
	Iteration 10Q: 3 clusters Score -3601002 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -3601071.500000 Penalty: 1016.391663
	Iteration 11Q: 3 clusters Score -3601072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -3601141.500000 Penalty: 1016.391663
	Iteration 12Q: 3 clusters Score -3601142 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -3601192.500000 Penalty: 1016.391663
	Iteration 13Q: 3 clusters Score -3601192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -3601245.000000 Penalty: 1016.391663
	Iteration 14Q: 3 clusters Score -3601245 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -3601283.000000 Penalty: 1016.391663
	Iteration 15Q: 3 clusters Score -3601283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -3601311.750000 Penalty: 1016.391663
	Iteration 16Q: 3 clusters Score -3601312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -3601348.000000 Penalty: 1016.391663
	Iteration 17Q: 3 clusters Score -3601348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -3601384.500000 Penalty: 1016.391663
	Iteration 18Q: 3 clusters Score -3601384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -3601395.500000 Penalty: 1016.391663
	Iteration 19Q: 3 clusters Score -3601396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -3601406.250000 Penalty: 1016.391663
	Iteration 20F: 3 clusters Score -3601406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -3601420.750000 Penalty: 1016.391663
	Iteration 21Q: 3 clusters Score -3601421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -3601425.500000 Penalty: 1016.391663
	Iteration 22Q: 3 clusters Score -3601426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -3601440.750000 Penalty: 1016.391663
	Iteration 23Q: 3 clusters Score -3601441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -3601447.500000 Penalty: 1016.391663
	Iteration 24Q: 3 clusters Score -3601448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -3601460.000000 Penalty: 1016.391663
	Iteration 25Q: 3 clusters Score -3601460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -3601474.000000 Penalty: 1016.391663
	Iteration 26Q: 3 clusters Score -3601474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -3601486.250000 Penalty: 1016.391663
	Iteration 27Q: 3 clusters Score -3601486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -3601520.500000 Penalty: 1016.391663
	Iteration 28Q: 3 clusters Score -3601520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -3601533.250000 Penalty: 1016.391663
	Iteration 29Q: 3 clusters Score -3601533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -3601552.750000 Penalty: 1016.391663
	Iteration 30Q: 3 clusters Score -3601553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -3601571.750000 Penalty: 1016.391663
	Iteration 31Q: 3 clusters Score -3601572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -3601578.500000 Penalty: 1016.391663
	Iteration 32Q: 3 clusters Score -3601578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -3601582.750000 Penalty: 1016.391663
	Iteration 33Q: 3 clusters Score -3601583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -3601593.000000 Penalty: 1016.391663
	Iteration 34Q: 3 clusters Score -3601593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -3601602.500000 Penalty: 1016.391663
	Iteration 35Q: 3 clusters Score -3601602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -3601607.750000 Penalty: 1016.391663
	Iteration 36Q: 3 clusters Score -3601608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -3601606.000000 Penalty: 1016.391663
	Iteration 37Q: 3 clusters Score -3601606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -3601607.500000 Penalty: 1016.391663
	Iteration 38Q: 3 clusters Score -3601608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -3601609.000000 Penalty: 1016.391663
	Iteration 39Q: 3 clusters Score -3601609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -3601611.500000 Penalty: 1016.391663
	Iteration 40F: 3 clusters Score -3601612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -3601615.750000 Penalty: 1016.391663
	Iteration 41Q: 3 clusters Score -3601616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -3601622.250000 Penalty: 1016.391663
	Iteration 42Q: 3 clusters Score -3601622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -3601622.750000 Penalty: 1016.391663
	Iteration 43Q: 3 clusters Score -3601623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -3601620.000000 Penalty: 1016.391663
	Iteration 44Q: 3 clusters Score -3601620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -3601622.000000 Penalty: 1016.391663
	Iteration 45Q: 3 clusters Score -3601622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -3601621.250000 Penalty: 1016.391663
	Iteration 46Q: 3 clusters Score -3601621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -3601628.250000 Penalty: 1016.391663
	Iteration 47Q: 3 clusters Score -3601628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -3601630.500000 Penalty: 1016.391663
	Iteration 48Q: 3 clusters Score -3601630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -3601634.000000 Penalty: 1016.391663
	Iteration 49Q: 3 clusters Score -3601634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -3601633.000000 Penalty: 1016.391663
	Iteration 50Q: 3 clusters Score -3601633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -3601635.000000 Penalty: 1016.391663
	Iteration 51Q: 3 clusters Score -3601635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -3601633.500000 Penalty: 1016.391663
	Iteration 52Q: 3 clusters Score -3601634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -3601634.500000 Penalty: 1016.391663
	Iteration 53Q: 3 clusters Score -3601634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -3601633.500000 Penalty: 1016.391663
	Iteration 54Q: 3 clusters Score -3601634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -3601634.250000 Penalty: 1016.391663
	Iteration 55Q: 3 clusters Score -3601634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -3601632.500000 Penalty: 1016.391663
	Iteration 56Q: 3 clusters Score -3601632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -3601635.000000 Penalty: 1016.391663
	Iteration 57Q: 3 clusters Score -3601635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -3601637.250000 Penalty: 1016.391663
	Iteration 58Q: 3 clusters Score -3601637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -3601641.000000 Penalty: 1016.391663
	Iteration 59Q: 3 clusters Score -3601641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -3601641.500000 Penalty: 1016.391663
	Iteration 60F: 3 clusters Score -3601642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -3601639.250000 Penalty: 1016.391663
	Iteration 61Q: 3 clusters Score -3601639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -3601639.750000 Penalty: 1016.391663
	Iteration 62Q: 3 clusters Score -3601640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -3601639.500000 Penalty: 1016.391663
	Iteration 63Q: 3 clusters Score -3601640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -3601645.750000 Penalty: 1016.391663
	Iteration 64Q: 3 clusters Score -3601646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -3601642.000000 Penalty: 1016.391663
	Iteration 65Q: 3 clusters Score -3601642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -3601646.000000 Penalty: 1016.391663
	Iteration 66Q: 3 clusters Score -3601646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -3601643.750000 Penalty: 1016.391663
	Iteration 67Q: 3 clusters Score -3601644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -3601649.000000 Penalty: 1016.391663
	Iteration 68Q: 3 clusters Score -3601649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -3601649.250000 Penalty: 1016.391663
	Iteration 69Q: 3 clusters Score -3601649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -3601651.000000 Penalty: 1016.391663
	Iteration 70Q: 3 clusters Score -3601651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -3601650.000000 Penalty: 1016.391663
	Iteration 71Q: 3 clusters Score -3601650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -3601650.000000 Penalty: 1016.391663
	Iteration 72Q: 3 clusters Score -3601650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -3601650.250000 Penalty: 1016.391663
	Iteration 73Q: 3 clusters Score -3601650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -3601648.250000 Penalty: 1016.391663
	Iteration 74Q: 3 clusters Score -3601648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -3601648.250000 Penalty: 1016.391663
	Iteration 75F: 3 clusters Score -3601648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -414242.843750 Penalty: 409.014038
	Iteration 0F: 2 clusters Score -414242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -408879.093750 Penalty: 818.028076
	Iteration 0F: 3 clusters Score -408879.1 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -410923.906250 Penalty: 818.028076
	Iteration 1F: 3 clusters Score -410923.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -411107.562500 Penalty: 818.028076
	Iteration 2F: 3 clusters Score -411107.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -411338.875000 Penalty: 818.028076
	Iteration 3F: 3 clusters Score -411338.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -411636.343750 Penalty: 818.028076
	Iteration 4F: 3 clusters Score -411636.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -412041.625000 Penalty: 818.028076
	Iteration 5F: 3 clusters Score -412041.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -412488.781250 Penalty: 818.028076
	Iteration 6F: 3 clusters Score -412488.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -412753.187500 Penalty: 818.028076
	Iteration 7F: 3 clusters Score -412753.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -412877.593750 Penalty: 818.028076
	Iteration 8Q: 3 clusters Score -412877.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -412960.937500 Penalty: 818.028076
	Iteration 9Q: 3 clusters Score -412960.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -413036.593750 Penalty: 818.028076
	Iteration 10Q: 3 clusters Score -413036.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -413106.218750 Penalty: 818.028076
	Iteration 11Q: 3 clusters Score -413106.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -413170.406250 Penalty: 818.028076
	Iteration 12Q: 3 clusters Score -413170.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -413234.375000 Penalty: 818.028076
	Iteration 13Q: 3 clusters Score -413234.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -413288.343750 Penalty: 818.028076
	Iteration 14Q: 3 clusters Score -413288.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -413330.375000 Penalty: 818.028076
	Iteration 15Q: 3 clusters Score -413330.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -413376.562500 Penalty: 818.028076
	Iteration 16Q: 3 clusters Score -413376.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -413415.968750 Penalty: 818.028076
	Iteration 17Q: 3 clusters Score -413416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -413450.968750 Penalty: 818.028076
	Iteration 18Q: 3 clusters Score -413451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -413483.875000 Penalty: 818.028076
	Iteration 19Q: 3 clusters Score -413483.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -413524.718750 Penalty: 818.028076
	Iteration 20F: 3 clusters Score -413524.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -413568.500000 Penalty: 818.028076
	Iteration 21Q: 3 clusters Score -413568.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -413602.406250 Penalty: 818.028076
	Iteration 22Q: 3 clusters Score -413602.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -413633.218750 Penalty: 818.028076
	Iteration 23Q: 3 clusters Score -413633.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -413654.750000 Penalty: 818.028076
	Iteration 24Q: 3 clusters Score -413654.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -413675.593750 Penalty: 818.028076
	Iteration 25Q: 3 clusters Score -413675.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -413695.187500 Penalty: 818.028076
	Iteration 26Q: 3 clusters Score -413695.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -413711.968750 Penalty: 818.028076
	Iteration 27Q: 3 clusters Score -413712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -413727.000000 Penalty: 818.028076
	Iteration 28Q: 3 clusters Score -413727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -413736.281250 Penalty: 818.028076
	Iteration 29Q: 3 clusters Score -413736.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -413744.250000 Penalty: 818.028076
	Iteration 30Q: 3 clusters Score -413744.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -413754.812500 Penalty: 818.028076
	Iteration 31Q: 3 clusters Score -413754.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -413767.093750 Penalty: 818.028076
	Iteration 32Q: 3 clusters Score -413767.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -413775.343750 Penalty: 818.028076
	Iteration 33Q: 3 clusters Score -413775.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -413789.812500 Penalty: 818.028076
	Iteration 34Q: 3 clusters Score -413789.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -413806.312500 Penalty: 818.028076
	Iteration 35Q: 3 clusters Score -413806.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -413825.875000 Penalty: 818.028076
	Iteration 36Q: 3 clusters Score -413825.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -413845.156250 Penalty: 818.028076
	Iteration 37Q: 3 clusters Score -413845.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -413859.437500 Penalty: 818.028076
	Iteration 38Q: 3 clusters Score -413859.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -413872.906250 Penalty: 818.028076
	Iteration 39Q: 3 clusters Score -413872.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -413887.468750 Penalty: 818.028076
	Iteration 40F: 3 clusters Score -413887.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -413895.781250 Penalty: 818.028076
	Iteration 41Q: 3 clusters Score -413895.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -413901.781250 Penalty: 818.028076
	Iteration 42Q: 3 clusters Score -413901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -413906.531250 Penalty: 818.028076
	Iteration 43Q: 3 clusters Score -413906.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -413909.250000 Penalty: 818.028076
	Iteration 44Q: 3 clusters Score -413909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -413913.187500 Penalty: 818.028076
	Iteration 45Q: 3 clusters Score -413913.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -413916.781250 Penalty: 818.028076
	Iteration 46Q: 3 clusters Score -413916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -413919.312500 Penalty: 818.028076
	Iteration 47Q: 3 clusters Score -413919.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -413923.531250 Penalty: 818.028076
	Iteration 48Q: 3 clusters Score -413923.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -413928.500000 Penalty: 818.028076
	Iteration 49Q: 3 clusters Score -413928.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -413934.718750 Penalty: 818.028076
	Iteration 50Q: 3 clusters Score -413934.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -413942.031250 Penalty: 818.028076
	Iteration 51Q: 3 clusters Score -413942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -413947.125000 Penalty: 818.028076
	Iteration 52Q: 3 clusters Score -413947.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -413951.125000 Penalty: 818.028076
	Iteration 53Q: 3 clusters Score -413951.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -413955.500000 Penalty: 818.028076
	Iteration 54Q: 3 clusters Score -413955.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -413957.531250 Penalty: 818.028076
	Iteration 55Q: 3 clusters Score -413957.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -413962.250000 Penalty: 818.028076
	Iteration 56Q: 3 clusters Score -413962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -413965.187500 Penalty: 818.028076
	Iteration 57Q: 3 clusters Score -413965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -413968.125000 Penalty: 818.028076
	Iteration 58Q: 3 clusters Score -413968.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -413973.750000 Penalty: 818.028076
	Iteration 59Q: 3 clusters Score -413973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -413978.218750 Penalty: 818.028076
	Iteration 60F: 3 clusters Score -413978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -413981.687500 Penalty: 818.028076
	Iteration 61Q: 3 clusters Score -413981.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -413983.656250 Penalty: 818.028076
	Iteration 62Q: 3 clusters Score -413983.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -413985.031250 Penalty: 818.028076
	Iteration 63Q: 3 clusters Score -413985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -413985.718750 Penalty: 818.028076
	Iteration 64Q: 3 clusters Score -413985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -413986.531250 Penalty: 818.028076
	Iteration 65Q: 3 clusters Score -413986.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -413987.406250 Penalty: 818.028076
	Iteration 66Q: 3 clusters Score -413987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -413988.031250 Penalty: 818.028076
	Iteration 67Q: 3 clusters Score -413988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -413988.468750 Penalty: 818.028076
	Iteration 68Q: 3 clusters Score -413988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -413988.750000 Penalty: 818.028076
	Iteration 69Q: 3 clusters Score -413988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -413988.593750 Penalty: 818.028076
	Iteration 70Q: 3 clusters Score -413988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -413988.531250 Penalty: 818.028076
	Iteration 71Q: 3 clusters Score -413988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -413989.468750 Penalty: 818.028076
	Iteration 72Q: 3 clusters Score -413989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -413989.468750 Penalty: 818.028076
	Iteration 73F: 3 clusters Score -413989.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -8878.871094 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -8878.871 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 100 members 
Entering Unmasked Estep 
Score: -8573.534180 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -8573.534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8636.513672 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -8636.514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8675.250000 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8675.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8723.091797 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -8723.092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8755.969727 Penalty: 493.268707
	Iteration 4F: 3 clusters Score -8755.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8771.932617 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8771.933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8797.738281 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8797.738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8814.762695 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8814.763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8847.676758 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -8847.677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8884.418945 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -8884.419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8890.304688 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -8890.305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8891.358398 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -8891.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8891.358398 Penalty: 493.268707
	Iteration 12F: 3 clusters Score -8891.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 32157 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 183 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343986 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 96 members 
Entering Unmasked Estep 
Score: -25302998.000000 Penalty: 12595.238281
Splitting cluster 21 changes total score from -25303240.000000 to -25302998.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10795 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 46082 members 
Mstep: Class 8 contains 32157 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 228 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 183 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343986 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 18 contains 70908 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303372.000000 Penalty: 11995.464844
Iteration 119Q: 21 clusters Score -2.530337e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10819 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 46017 members 
Mstep: Class 8 contains 32420 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 222 members 
Mstep: Class 11 contains 1088 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343931 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 70790 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303488.000000 Penalty: 11995.464844
Iteration 120F: 21 clusters Score -2.530349e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10861 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45941 members 
Mstep: Class 8 contains 32661 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 220 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 197 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343885 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 731 members 
Mstep: Class 18 contains 70664 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303564.000000 Penalty: 11995.464844
Iteration 121Q: 21 clusters Score -2.530356e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10909 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 610 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45869 members 
Mstep: Class 8 contains 32915 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 214 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 202 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343803 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 732 members 
Mstep: Class 18 contains 70549 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303638.000000 Penalty: 11995.464844
Iteration 122Q: 21 clusters Score -2.530364e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10951 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45806 members 
Mstep: Class 8 contains 33140 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343754 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 70432 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 21 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303764.000000 Penalty: 11995.464844
Iteration 123Q: 21 clusters Score -2.530376e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45752 members 
Mstep: Class 8 contains 33375 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 7004 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343700 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 70307 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 21 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303902.000000 Penalty: 11995.464844
Iteration 124Q: 21 clusters Score -2.53039e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45689 members 
Mstep: Class 8 contains 33628 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 193 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 215 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343654 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 70181 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 21 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303942.000000 Penalty: 11995.464844
Iteration 125Q: 21 clusters Score -2.530394e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45626 members 
Mstep: Class 8 contains 33857 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 187 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 13 contains 6909 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343589 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 70087 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 21 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303974.000000 Penalty: 11995.464844
Iteration 126Q: 21 clusters Score -2.530397e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45585 members 
Mstep: Class 8 contains 34070 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1092 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6853 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343511 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 70003 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303990.000000 Penalty: 11995.464844
Iteration 127Q: 21 clusters Score -2.530399e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45552 members 
Mstep: Class 8 contains 34286 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343403 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69917 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304226.000000 Penalty: 11995.464844
Iteration 128Q: 21 clusters Score -2.530423e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45517 members 
Mstep: Class 8 contains 34524 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1088 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343259 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69834 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304416.000000 Penalty: 11995.464844
Iteration 129Q: 21 clusters Score -2.530442e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45481 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343140 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69748 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304510.000000 Penalty: 11995.464844
Iteration 130Q: 21 clusters Score -2.530451e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45464 members 
Mstep: Class 8 contains 34962 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6691 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 343020 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69646 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304668.000000 Penalty: 11995.464844
Iteration 131Q: 21 clusters Score -2.530467e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45429 members 
Mstep: Class 8 contains 35156 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1066 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342949 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69541 members 
Mstep: Class 19 contains 8171 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304702.000000 Penalty: 11995.464844
Iteration 132Q: 21 clusters Score -2.53047e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 35354 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342883 members 
Mstep: Class 16 contains 4216 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69428 members 
Mstep: Class 19 contains 8188 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304870.000000 Penalty: 11995.464844
Iteration 133Q: 21 clusters Score -2.530487e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 35553 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342816 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69311 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25304988.000000 Penalty: 11995.464844
Iteration 134Q: 21 clusters Score -2.530499e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11484 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45337 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342712 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69187 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305038.000000 Penalty: 11995.464844
Iteration 135Q: 21 clusters Score -2.530504e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11516 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45313 members 
Mstep: Class 8 contains 35960 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342629 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 69077 members 
Mstep: Class 19 contains 8225 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305124.000000 Penalty: 11995.464844
Iteration 136Q: 21 clusters Score -2.530512e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45272 members 
Mstep: Class 8 contains 36167 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6564 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342541 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68979 members 
Mstep: Class 19 contains 8234 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305212.000000 Penalty: 11995.464844
Iteration 137Q: 21 clusters Score -2.530521e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 45223 members 
Mstep: Class 8 contains 36368 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342455 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68884 members 
Mstep: Class 19 contains 8240 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305260.000000 Penalty: 11995.464844
Iteration 138Q: 21 clusters Score -2.530526e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11581 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 45170 members 
Mstep: Class 8 contains 36562 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6547 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342399 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68795 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305230.000000 Penalty: 11995.464844
Iteration 139Q: 21 clusters Score -2.530523e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11598 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 45120 members 
Mstep: Class 8 contains 36736 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 186 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 218 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342352 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68718 members 
Mstep: Class 19 contains 8243 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305280.000000 Penalty: 11995.464844
Iteration 140F: 21 clusters Score -2.530528e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 36896 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 185 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 219 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342318 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68647 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305340.000000 Penalty: 11995.464844
Iteration 141Q: 21 clusters Score -2.530534e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 45023 members 
Mstep: Class 8 contains 37071 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342273 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68578 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305416.000000 Penalty: 11995.464844
Iteration 142Q: 21 clusters Score -2.530542e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 44989 members 
Mstep: Class 8 contains 37213 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342263 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68502 members 
Mstep: Class 19 contains 8250 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305412.000000 Penalty: 11995.464844
Iteration 143Q: 21 clusters Score -2.530541e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 37353 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342219 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68444 members 
Mstep: Class 19 contains 8254 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305416.000000 Penalty: 11995.464844
Iteration 144Q: 21 clusters Score -2.530542e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11680 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44917 members 
Mstep: Class 8 contains 37501 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342177 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68395 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305448.000000 Penalty: 11995.464844
Iteration 145Q: 21 clusters Score -2.530545e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44882 members 
Mstep: Class 8 contains 37661 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342103 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68345 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305500.000000 Penalty: 11995.464844
Iteration 146Q: 21 clusters Score -2.53055e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44847 members 
Mstep: Class 8 contains 37805 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342044 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68298 members 
Mstep: Class 19 contains 8257 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305582.000000 Penalty: 11995.464844
Iteration 147Q: 21 clusters Score -2.530558e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44810 members 
Mstep: Class 8 contains 37946 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 342012 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68239 members 
Mstep: Class 19 contains 8254 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305682.000000 Penalty: 11995.464844
Iteration 148Q: 21 clusters Score -2.530568e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44772 members 
Mstep: Class 8 contains 38072 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341981 members 
Mstep: Class 16 contains 4220 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68181 members 
Mstep: Class 19 contains 8258 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305644.000000 Penalty: 11995.464844
Iteration 149Q: 21 clusters Score -2.530564e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 38186 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1053 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341949 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68124 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305666.000000 Penalty: 11995.464844
Iteration 150Q: 21 clusters Score -2.530567e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44697 members 
Mstep: Class 8 contains 38289 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6180 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341955 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68063 members 
Mstep: Class 19 contains 8275 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305664.000000 Penalty: 11995.464844
Iteration 151Q: 21 clusters Score -2.530566e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44670 members 
Mstep: Class 8 contains 38395 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341909 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 68019 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305726.000000 Penalty: 11995.464844
Iteration 152Q: 21 clusters Score -2.530573e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11890 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44645 members 
Mstep: Class 8 contains 38505 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6129 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341847 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67982 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305830.000000 Penalty: 11995.464844
Iteration 153Q: 21 clusters Score -2.530583e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44620 members 
Mstep: Class 8 contains 38627 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341785 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67943 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305876.000000 Penalty: 11995.464844
Iteration 154Q: 21 clusters Score -2.530588e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11931 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44602 members 
Mstep: Class 8 contains 38755 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341718 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67909 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25305938.000000 Penalty: 11995.464844
Iteration 155Q: 21 clusters Score -2.530594e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341671 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67874 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306052.000000 Penalty: 11995.464844
Iteration 156Q: 21 clusters Score -2.530605e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11968 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44575 members 
Mstep: Class 8 contains 38948 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341636 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67838 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306062.000000 Penalty: 11995.464844
Iteration 157Q: 21 clusters Score -2.530606e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11996 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44560 members 
Mstep: Class 8 contains 39046 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341574 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67806 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306104.000000 Penalty: 11995.464844
Iteration 158Q: 21 clusters Score -2.53061e+07 nChanged 249
Entering ConstructFrom: 
Score: -25306104.000000 Penalty: 11995.464844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -35190.425781 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -35190.43 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 365 members 
Entering Unmasked Estep 
Score: -34542.710938 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -34542.71 nChanged 280
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: -34702.378906 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -34702.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34731.402344 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -34731.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34740.246094 Penalty: 601.817993
	Iteration 3Q: 3 clusters Score -34740.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34753.597656 Penalty: 601.817993
	Iteration 4Q: 3 clusters Score -34753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34764.292969 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -34764.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34777.031250 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -34777.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34783.578125 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -34783.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34790.785156 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -34790.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34795.964844 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -34795.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34804.820312 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -34804.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34816.609375 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -34816.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34827.949219 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -34827.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34836.468750 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -34836.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34851.214844 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -34851.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34869.871094 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -34869.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34878.812500 Penalty: 601.817993
	Iteration 16Q: 3 clusters Score -34878.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34887.464844 Penalty: 601.817993
	Iteration 17Q: 3 clusters Score -34887.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34898.097656 Penalty: 601.817993
	Iteration 18Q: 3 clusters Score -34898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34910.972656 Penalty: 601.817993
	Iteration 19Q: 3 clusters Score -34910.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34928.894531 Penalty: 601.817993
	Iteration 20F: 3 clusters Score -34928.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34938.042969 Penalty: 601.817993
	Iteration 21Q: 3 clusters Score -34938.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34944.835938 Penalty: 601.817993
	Iteration 22Q: 3 clusters Score -34944.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34951.179688 Penalty: 601.817993
	Iteration 23Q: 3 clusters Score -34951.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34964.707031 Penalty: 601.817993
	Iteration 24Q: 3 clusters Score -34964.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -34972.207031 Penalty: 601.817993
	Iteration 25Q: 3 clusters Score -34972.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -34976.132812 Penalty: 601.817993
	Iteration 26Q: 3 clusters Score -34976.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -34977.500000 Penalty: 601.817993
	Iteration 27Q: 3 clusters Score -34977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -34979.695312 Penalty: 601.817993
	Iteration 28Q: 3 clusters Score -34979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -34979.695312 Penalty: 601.817993
	Iteration 29F: 3 clusters Score -34979.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Entering Unmasked Estep 
Score: -625571.187500 Penalty: 427.438110
	Iteration 0F: 2 clusters Score -625571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -617581.750000 Penalty: 854.876221
	Iteration 0F: 3 clusters Score -617581.8 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -621212.875000 Penalty: 854.876221
	Iteration 1F: 3 clusters Score -621212.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -621983.437500 Penalty: 854.876221
	Iteration 2F: 3 clusters Score -621983.4 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -623089.000000 Penalty: 854.876221
	Iteration 3F: 3 clusters Score -623089 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -624173.625000 Penalty: 854.876221
	Iteration 4F: 3 clusters Score -624173.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -624815.125000 Penalty: 854.876221
	Iteration 5F: 3 clusters Score -624815.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -625007.750000 Penalty: 854.876221
	Iteration 6Q: 3 clusters Score -625007.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -625090.562500 Penalty: 854.876221
	Iteration 7Q: 3 clusters Score -625090.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -625127.750000 Penalty: 854.876221
	Iteration 8Q: 3 clusters Score -625127.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -625154.812500 Penalty: 854.876221
	Iteration 9Q: 3 clusters Score -625154.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -625178.312500 Penalty: 854.876221
	Iteration 10Q: 3 clusters Score -625178.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -625196.750000 Penalty: 854.876221
	Iteration 11Q: 3 clusters Score -625196.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -625213.875000 Penalty: 854.876221
	Iteration 12Q: 3 clusters Score -625213.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -625223.125000 Penalty: 854.876221
	Iteration 13Q: 3 clusters Score -625223.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -625233.500000 Penalty: 854.876221
	Iteration 14Q: 3 clusters Score -625233.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -625242.750000 Penalty: 854.876221
	Iteration 15Q: 3 clusters Score -625242.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -625251.375000 Penalty: 854.876221
	Iteration 16Q: 3 clusters Score -625251.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -625256.375000 Penalty: 854.876221
	Iteration 17Q: 3 clusters Score -625256.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -625265.875000 Penalty: 854.876221
	Iteration 18Q: 3 clusters Score -625265.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -625273.937500 Penalty: 854.876221
	Iteration 19Q: 3 clusters Score -625273.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -625281.062500 Penalty: 854.876221
	Iteration 20F: 3 clusters Score -625281.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -625291.125000 Penalty: 854.876221
	Iteration 21Q: 3 clusters Score -625291.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -625301.187500 Penalty: 854.876221
	Iteration 22Q: 3 clusters Score -625301.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -625313.062500 Penalty: 854.876221
	Iteration 23Q: 3 clusters Score -625313.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -625325.625000 Penalty: 854.876221
	Iteration 24Q: 3 clusters Score -625325.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -625337.125000 Penalty: 854.876221
	Iteration 25Q: 3 clusters Score -625337.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -625349.187500 Penalty: 854.876221
	Iteration 26Q: 3 clusters Score -625349.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -625361.187500 Penalty: 854.876221
	Iteration 27Q: 3 clusters Score -625361.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -625366.625000 Penalty: 854.876221
	Iteration 28Q: 3 clusters Score -625366.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -625372.937500 Penalty: 854.876221
	Iteration 29Q: 3 clusters Score -625372.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -625379.062500 Penalty: 854.876221
	Iteration 30Q: 3 clusters Score -625379.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -625385.375000 Penalty: 854.876221
	Iteration 31Q: 3 clusters Score -625385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -625387.125000 Penalty: 854.876221
	Iteration 32Q: 3 clusters Score -625387.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -625391.187500 Penalty: 854.876221
	Iteration 33Q: 3 clusters Score -625391.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -625395.625000 Penalty: 854.876221
	Iteration 34Q: 3 clusters Score -625395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -625399.250000 Penalty: 854.876221
	Iteration 35Q: 3 clusters Score -625399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -625400.625000 Penalty: 854.876221
	Iteration 36Q: 3 clusters Score -625400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -625405.250000 Penalty: 854.876221
	Iteration 37Q: 3 clusters Score -625405.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -625407.687500 Penalty: 854.876221
	Iteration 38Q: 3 clusters Score -625407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -625407.312500 Penalty: 854.876221
	Iteration 39Q: 3 clusters Score -625407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -625409.375000 Penalty: 854.876221
	Iteration 40F: 3 clusters Score -625409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -625408.562500 Penalty: 854.876221
	Iteration 41Q: 3 clusters Score -625408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -625411.437500 Penalty: 854.876221
	Iteration 42Q: 3 clusters Score -625411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -625414.500000 Penalty: 854.876221
	Iteration 43Q: 3 clusters Score -625414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -625413.562500 Penalty: 854.876221
	Iteration 44Q: 3 clusters Score -625413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -625413.750000 Penalty: 854.876221
	Iteration 45Q: 3 clusters Score -625413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -625413.812500 Penalty: 854.876221
	Iteration 46Q: 3 clusters Score -625413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -625415.875000 Penalty: 854.876221
	Iteration 47Q: 3 clusters Score -625415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -625416.687500 Penalty: 854.876221
	Iteration 48Q: 3 clusters Score -625416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -625418.250000 Penalty: 854.876221
	Iteration 49Q: 3 clusters Score -625418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -625418.312500 Penalty: 854.876221
	Iteration 50Q: 3 clusters Score -625418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -625420.625000 Penalty: 854.876221
	Iteration 51Q: 3 clusters Score -625420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -625422.125000 Penalty: 854.876221
	Iteration 52Q: 3 clusters Score -625422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -625422.562500 Penalty: 854.876221
	Iteration 53Q: 3 clusters Score -625422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -625424.250000 Penalty: 854.876221
	Iteration 54Q: 3 clusters Score -625424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -625424.312500 Penalty: 854.876221
	Iteration 55Q: 3 clusters Score -625424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -625424.000000 Penalty: 854.876221
	Iteration 56Q: 3 clusters Score -625424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -625424.562500 Penalty: 854.876221
	Iteration 57Q: 3 clusters Score -625424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -625424.937500 Penalty: 854.876221
	Iteration 58Q: 3 clusters Score -625424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -625426.437500 Penalty: 854.876221
	Iteration 59Q: 3 clusters Score -625426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -625426.437500 Penalty: 854.876221
	Iteration 60F: 3 clusters Score -625426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -17449.134766 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -17449.13 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 213 members 
Entering Unmasked Estep 
Score: -17029.765625 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -17029.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17174.302734 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -17174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17249.525391 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -17249.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17286.750000 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -17286.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17339.269531 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -17339.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17408.470703 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -17408.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17449.224609 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -17449.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17468.287109 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -17468.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17478.363281 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -17478.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17480.058594 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -17480.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17481.406250 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -17481.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17482.527344 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -17482.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17483.091797 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -17483.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17483.091797 Penalty: 544.995483
	Iteration 13F: 3 clusters Score -17483.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12019 members 
Mstep: Class 3 contains 120 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44539 members 
Mstep: Class 8 contains 39147 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5980 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341523 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67781 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
Score: -25305860.000000 Penalty: 12595.238281
Splitting cluster 3 changes total score from -25306104.000000 to -25305860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -28537.591797 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -28537.59 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 324 members 
Entering Unmasked Estep 
Score: -27988.292969 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -27988.29 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28166.701172 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -28166.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28209.794922 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -28209.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28235.859375 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -28235.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28242.916016 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -28242.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28247.595703 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -28247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28249.048828 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -28249.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28251.859375 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -28251.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28253.876953 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -28253.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28254.351562 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -28254.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28254.351562 Penalty: 584.219543
	Iteration 10F: 3 clusters Score -28254.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -108983.906250 Penalty: 351.462341
	Iteration 0F: 2 clusters Score -108983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -107367.484375 Penalty: 702.924683
	Iteration 0F: 3 clusters Score -107367.5 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -107899.570312 Penalty: 702.924683
	Iteration 1F: 3 clusters Score -107899.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -108026.085938 Penalty: 702.924683
	Iteration 2F: 3 clusters Score -108026.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -108130.062500 Penalty: 702.924683
	Iteration 3F: 3 clusters Score -108130.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108197.796875 Penalty: 702.924683
	Iteration 4Q: 3 clusters Score -108197.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -108271.265625 Penalty: 702.924683
	Iteration 5Q: 3 clusters Score -108271.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -108347.968750 Penalty: 702.924683
	Iteration 6Q: 3 clusters Score -108348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108423.343750 Penalty: 702.924683
	Iteration 7Q: 3 clusters Score -108423.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -108491.242188 Penalty: 702.924683
	Iteration 8Q: 3 clusters Score -108491.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -108543.242188 Penalty: 702.924683
	Iteration 9Q: 3 clusters Score -108543.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108578.578125 Penalty: 702.924683
	Iteration 10Q: 3 clusters Score -108578.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -108598.281250 Penalty: 702.924683
	Iteration 11Q: 3 clusters Score -108598.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108618.171875 Penalty: 702.924683
	Iteration 12Q: 3 clusters Score -108618.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -108637.828125 Penalty: 702.924683
	Iteration 13Q: 3 clusters Score -108637.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -108654.382812 Penalty: 702.924683
	Iteration 14Q: 3 clusters Score -108654.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -108670.156250 Penalty: 702.924683
	Iteration 15Q: 3 clusters Score -108670.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -108685.656250 Penalty: 702.924683
	Iteration 16Q: 3 clusters Score -108685.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108703.875000 Penalty: 702.924683
	Iteration 17Q: 3 clusters Score -108703.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108716.835938 Penalty: 702.924683
	Iteration 18Q: 3 clusters Score -108716.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108732.828125 Penalty: 702.924683
	Iteration 19Q: 3 clusters Score -108732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108745.335938 Penalty: 702.924683
	Iteration 20F: 3 clusters Score -108745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108750.289062 Penalty: 702.924683
	Iteration 21Q: 3 clusters Score -108750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108752.796875 Penalty: 702.924683
	Iteration 22Q: 3 clusters Score -108752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108756.960938 Penalty: 702.924683
	Iteration 23Q: 3 clusters Score -108757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108760.312500 Penalty: 702.924683
	Iteration 24Q: 3 clusters Score -108760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108762.593750 Penalty: 702.924683
	Iteration 25Q: 3 clusters Score -108762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108763.859375 Penalty: 702.924683
	Iteration 26Q: 3 clusters Score -108763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108765.687500 Penalty: 702.924683
	Iteration 27Q: 3 clusters Score -108765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108767.304688 Penalty: 702.924683
	Iteration 28Q: 3 clusters Score -108767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -108767.992188 Penalty: 702.924683
	Iteration 29Q: 3 clusters Score -108768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108768.437500 Penalty: 702.924683
	Iteration 30Q: 3 clusters Score -108768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108768.554688 Penalty: 702.924683
	Iteration 31Q: 3 clusters Score -108768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108770.000000 Penalty: 702.924683
	Iteration 32Q: 3 clusters Score -108770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108771.171875 Penalty: 702.924683
	Iteration 33Q: 3 clusters Score -108771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108771.703125 Penalty: 702.924683
	Iteration 34Q: 3 clusters Score -108771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108773.023438 Penalty: 702.924683
	Iteration 35Q: 3 clusters Score -108773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108774.296875 Penalty: 702.924683
	Iteration 36Q: 3 clusters Score -108774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -108774.929688 Penalty: 702.924683
	Iteration 37Q: 3 clusters Score -108774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108775.250000 Penalty: 702.924683
	Iteration 38Q: 3 clusters Score -108775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108776.304688 Penalty: 702.924683
	Iteration 39Q: 3 clusters Score -108776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108776.437500 Penalty: 702.924683
	Iteration 40F: 3 clusters Score -108776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108776.859375 Penalty: 702.924683
	Iteration 41Q: 3 clusters Score -108776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108777.000000 Penalty: 702.924683
	Iteration 42Q: 3 clusters Score -108777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108777.039062 Penalty: 702.924683
	Iteration 43Q: 3 clusters Score -108777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108777.226562 Penalty: 702.924683
	Iteration 44Q: 3 clusters Score -108777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108777.742188 Penalty: 702.924683
	Iteration 45Q: 3 clusters Score -108777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108777.937500 Penalty: 702.924683
	Iteration 46Q: 3 clusters Score -108777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108777.937500 Penalty: 702.924683
	Iteration 47F: 3 clusters Score -108777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -16023.284180 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -16023.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15646.570312 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15646.57 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15737.153320 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15737.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15765.153320 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15765.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15782.340820 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -15782.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15788.175781 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15788.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15790.885742 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15790.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15793.735352 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15793.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15795.318359 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15795.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15796.118164 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15796.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15799.539062 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -15799.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15803.504883 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -15803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15807.767578 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -15807.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15813.702148 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -15813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15820.467773 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -15820.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15820.467773 Penalty: 530.967773
	Iteration 14F: 3 clusters Score -15820.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Entering Unmasked Estep 
Score: -2062374.875000 Penalty: 487.037476
	Iteration 0F: 2 clusters Score -2062375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2032569.750000 Penalty: 974.074951
	Iteration 0F: 3 clusters Score -2032570 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2046157.000000 Penalty: 974.074951
	Iteration 1F: 3 clusters Score -2046157 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2047887.250000 Penalty: 974.074951
	Iteration 2F: 3 clusters Score -2047887 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2050200.125000 Penalty: 974.074951
	Iteration 3F: 3 clusters Score -2050200 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2052848.625000 Penalty: 974.074951
	Iteration 4F: 3 clusters Score -2052849 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2055563.500000 Penalty: 974.074951
	Iteration 5F: 3 clusters Score -2055564 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2058204.500000 Penalty: 974.074951
	Iteration 6F: 3 clusters Score -2058204 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2060369.500000 Penalty: 974.074951
	Iteration 7Q: 3 clusters Score -2060370 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2061468.625000 Penalty: 974.074951
	Iteration 8Q: 3 clusters Score -2061469 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2061819.500000 Penalty: 974.074951
	Iteration 9Q: 3 clusters Score -2061820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2061919.000000 Penalty: 974.074951
	Iteration 10Q: 3 clusters Score -2061919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2061974.000000 Penalty: 974.074951
	Iteration 11Q: 3 clusters Score -2061974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2061999.625000 Penalty: 974.074951
	Iteration 12Q: 3 clusters Score -2062000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2062018.125000 Penalty: 974.074951
	Iteration 13Q: 3 clusters Score -2062018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2062024.750000 Penalty: 974.074951
	Iteration 14Q: 3 clusters Score -2062025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2062032.000000 Penalty: 974.074951
	Iteration 15Q: 3 clusters Score -2062032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2062030.875000 Penalty: 974.074951
	Iteration 16Q: 3 clusters Score -2062031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2062038.375000 Penalty: 974.074951
	Iteration 17Q: 3 clusters Score -2062038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2062042.125000 Penalty: 974.074951
	Iteration 18Q: 3 clusters Score -2062042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2062046.125000 Penalty: 974.074951
	Iteration 19Q: 3 clusters Score -2062046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2062048.250000 Penalty: 974.074951
	Iteration 20F: 3 clusters Score -2062048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2062050.375000 Penalty: 974.074951
	Iteration 21Q: 3 clusters Score -2062050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2062053.125000 Penalty: 974.074951
	Iteration 22Q: 3 clusters Score -2062053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2062052.625000 Penalty: 974.074951
	Iteration 23Q: 3 clusters Score -2062053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2062052.000000 Penalty: 974.074951
	Iteration 24Q: 3 clusters Score -2062052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2062053.000000 Penalty: 974.074951
	Iteration 25Q: 3 clusters Score -2062053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2062053.000000 Penalty: 974.074951
	Iteration 26F: 3 clusters Score -2062053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Entering Unmasked Estep 
Score: -2012981.875000 Penalty: 481.166107
	Iteration 0F: 2 clusters Score -2012982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1986836.375000 Penalty: 962.332214
	Iteration 0F: 3 clusters Score -1986836 nChanged 18707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1997903.375000 Penalty: 962.332214
	Iteration 1F: 3 clusters Score -1997903 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1998595.250000 Penalty: 962.332214
	Iteration 2Q: 3 clusters Score -1998595 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1999549.625000 Penalty: 962.332214
	Iteration 3Q: 3 clusters Score -1999550 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2001371.000000 Penalty: 962.332214
	Iteration 4F: 3 clusters Score -2001371 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2004165.000000 Penalty: 962.332214
	Iteration 5F: 3 clusters Score -2004165 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2006733.250000 Penalty: 962.332214
	Iteration 6F: 3 clusters Score -2006733 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2008011.375000 Penalty: 962.332214
	Iteration 7F: 3 clusters Score -2008011 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2008443.500000 Penalty: 962.332214
	Iteration 8Q: 3 clusters Score -2008444 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2008649.125000 Penalty: 962.332214
	Iteration 9Q: 3 clusters Score -2008649 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2008813.625000 Penalty: 962.332214
	Iteration 10Q: 3 clusters Score -2008814 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2008979.500000 Penalty: 962.332214
	Iteration 11Q: 3 clusters Score -2008980 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2009174.500000 Penalty: 962.332214
	Iteration 12Q: 3 clusters Score -2009174 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2009373.875000 Penalty: 962.332214
	Iteration 13Q: 3 clusters Score -2009374 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -2009566.875000 Penalty: 962.332214
	Iteration 14Q: 3 clusters Score -2009567 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2009747.000000 Penalty: 962.332214
	Iteration 15Q: 3 clusters Score -2009747 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2009925.875000 Penalty: 962.332214
	Iteration 16Q: 3 clusters Score -2009926 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2010101.875000 Penalty: 962.332214
	Iteration 17Q: 3 clusters Score -2010102 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2010243.875000 Penalty: 962.332214
	Iteration 18Q: 3 clusters Score -2010244 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2010373.875000 Penalty: 962.332214
	Iteration 19Q: 3 clusters Score -2010374 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2010502.625000 Penalty: 962.332214
	Iteration 20F: 3 clusters Score -2010503 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -2010649.375000 Penalty: 962.332214
	Iteration 21Q: 3 clusters Score -2010649 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2010781.375000 Penalty: 962.332214
	Iteration 22Q: 3 clusters Score -2010781 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -2010919.875000 Penalty: 962.332214
	Iteration 23Q: 3 clusters Score -2010920 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2011037.375000 Penalty: 962.332214
	Iteration 24Q: 3 clusters Score -2011037 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -2011137.125000 Penalty: 962.332214
	Iteration 25Q: 3 clusters Score -2011137 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2011224.875000 Penalty: 962.332214
	Iteration 26Q: 3 clusters Score -2011225 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -2011302.000000 Penalty: 962.332214
	Iteration 27Q: 3 clusters Score -2011302 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -2011376.000000 Penalty: 962.332214
	Iteration 28Q: 3 clusters Score -2011376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -2011457.000000 Penalty: 962.332214
	Iteration 29Q: 3 clusters Score -2011457 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -2011534.250000 Penalty: 962.332214
	Iteration 30Q: 3 clusters Score -2011534 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -2011613.875000 Penalty: 962.332214
	Iteration 31Q: 3 clusters Score -2011614 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -2011695.125000 Penalty: 962.332214
	Iteration 32Q: 3 clusters Score -2011695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -2011760.750000 Penalty: 962.332214
	Iteration 33Q: 3 clusters Score -2011761 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -2011852.750000 Penalty: 962.332214
	Iteration 34Q: 3 clusters Score -2011853 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -2011912.000000 Penalty: 962.332214
	Iteration 35Q: 3 clusters Score -2011912 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -2011994.750000 Penalty: 962.332214
	Iteration 36Q: 3 clusters Score -2011995 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -2012064.875000 Penalty: 962.332214
	Iteration 37Q: 3 clusters Score -2012065 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -2012136.875000 Penalty: 962.332214
	Iteration 38Q: 3 clusters Score -2012137 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -2012206.375000 Penalty: 962.332214
	Iteration 39Q: 3 clusters Score -2012206 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -2012277.000000 Penalty: 962.332214
	Iteration 40F: 3 clusters Score -2012277 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -2012329.375000 Penalty: 962.332214
	Iteration 41Q: 3 clusters Score -2012329 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -2012380.750000 Penalty: 962.332214
	Iteration 42Q: 3 clusters Score -2012381 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -2012417.750000 Penalty: 962.332214
	Iteration 43Q: 3 clusters Score -2012418 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -2012454.125000 Penalty: 962.332214
	Iteration 44Q: 3 clusters Score -2012454 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -2012492.625000 Penalty: 962.332214
	Iteration 45Q: 3 clusters Score -2012493 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2012536.875000 Penalty: 962.332214
	Iteration 46Q: 3 clusters Score -2012537 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2012571.000000 Penalty: 962.332214
	Iteration 47Q: 3 clusters Score -2012571 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -2012606.875000 Penalty: 962.332214
	Iteration 48Q: 3 clusters Score -2012607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -2012627.750000 Penalty: 962.332214
	Iteration 49Q: 3 clusters Score -2012628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -2012650.750000 Penalty: 962.332214
	Iteration 50Q: 3 clusters Score -2012651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2012672.125000 Penalty: 962.332214
	Iteration 51Q: 3 clusters Score -2012672 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -2012704.375000 Penalty: 962.332214
	Iteration 52Q: 3 clusters Score -2012704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -2012716.125000 Penalty: 962.332214
	Iteration 53Q: 3 clusters Score -2012716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -2012730.375000 Penalty: 962.332214
	Iteration 54Q: 3 clusters Score -2012730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -2012746.500000 Penalty: 962.332214
	Iteration 55Q: 3 clusters Score -2012746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -2012763.000000 Penalty: 962.332214
	Iteration 56Q: 3 clusters Score -2012763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -2012777.875000 Penalty: 962.332214
	Iteration 57Q: 3 clusters Score -2012778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -2012789.750000 Penalty: 962.332214
	Iteration 58Q: 3 clusters Score -2012790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -2012808.750000 Penalty: 962.332214
	Iteration 59Q: 3 clusters Score -2012809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -2012817.500000 Penalty: 962.332214
	Iteration 60F: 3 clusters Score -2012818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -2012831.125000 Penalty: 962.332214
	Iteration 61Q: 3 clusters Score -2012831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -2012837.250000 Penalty: 962.332214
	Iteration 62Q: 3 clusters Score -2012837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -2012849.000000 Penalty: 962.332214
	Iteration 63Q: 3 clusters Score -2012849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -2012852.625000 Penalty: 962.332214
	Iteration 64Q: 3 clusters Score -2012853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -2012858.000000 Penalty: 962.332214
	Iteration 65Q: 3 clusters Score -2012858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -2012864.125000 Penalty: 962.332214
	Iteration 66Q: 3 clusters Score -2012864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -2012865.125000 Penalty: 962.332214
	Iteration 67Q: 3 clusters Score -2012865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -2012870.500000 Penalty: 962.332214
	Iteration 68Q: 3 clusters Score -2012870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -2012878.875000 Penalty: 962.332214
	Iteration 69Q: 3 clusters Score -2012879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -2012882.625000 Penalty: 962.332214
	Iteration 70Q: 3 clusters Score -2012883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -2012884.750000 Penalty: 962.332214
	Iteration 71Q: 3 clusters Score -2012885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -2012886.375000 Penalty: 962.332214
	Iteration 72Q: 3 clusters Score -2012886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -2012885.625000 Penalty: 962.332214
	Iteration 73Q: 3 clusters Score -2012886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -2012891.750000 Penalty: 962.332214
	Iteration 74Q: 3 clusters Score -2012892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -2012893.375000 Penalty: 962.332214
	Iteration 75Q: 3 clusters Score -2012893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -2012892.375000 Penalty: 962.332214
	Iteration 76Q: 3 clusters Score -2012892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -2012898.250000 Penalty: 962.332214
	Iteration 77Q: 3 clusters Score -2012898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -2012901.500000 Penalty: 962.332214
	Iteration 78Q: 3 clusters Score -2012902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -2012902.875000 Penalty: 962.332214
	Iteration 79Q: 3 clusters Score -2012903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -2012901.000000 Penalty: 962.332214
	Iteration 80F: 3 clusters Score -2012901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -2012899.750000 Penalty: 962.332214
	Iteration 81Q: 3 clusters Score -2012900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -2012901.125000 Penalty: 962.332214
	Iteration 82Q: 3 clusters Score -2012901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -2012901.500000 Penalty: 962.332214
	Iteration 83Q: 3 clusters Score -2012902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -2012901.000000 Penalty: 962.332214
	Iteration 84Q: 3 clusters Score -2012901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -2012899.625000 Penalty: 962.332214
	Iteration 85Q: 3 clusters Score -2012900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -2012903.000000 Penalty: 962.332214
	Iteration 86Q: 3 clusters Score -2012903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -2012901.375000 Penalty: 962.332214
	Iteration 87Q: 3 clusters Score -2012901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -2012903.750000 Penalty: 962.332214
	Iteration 88Q: 3 clusters Score -2012904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -2012907.250000 Penalty: 962.332214
	Iteration 89Q: 3 clusters Score -2012907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -2012908.750000 Penalty: 962.332214
	Iteration 90Q: 3 clusters Score -2012909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -2012909.500000 Penalty: 962.332214
	Iteration 91Q: 3 clusters Score -2012910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -2012908.250000 Penalty: 962.332214
	Iteration 92Q: 3 clusters Score -2012908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -2012908.500000 Penalty: 962.332214
	Iteration 93Q: 3 clusters Score -2012908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -2012906.250000 Penalty: 962.332214
	Iteration 94Q: 3 clusters Score -2012906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -2012904.000000 Penalty: 962.332214
	Iteration 95Q: 3 clusters Score -2012904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -2012905.875000 Penalty: 962.332214
	Iteration 96Q: 3 clusters Score -2012906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -2012908.000000 Penalty: 962.332214
	Iteration 97Q: 3 clusters Score -2012908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -2012909.000000 Penalty: 962.332214
	Iteration 98Q: 3 clusters Score -2012909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -2012907.875000 Penalty: 962.332214
	Iteration 99Q: 3 clusters Score -2012908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -2012907.875000 Penalty: 962.332214
	Iteration 100F: 3 clusters Score -2012908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5872.354980 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5872.355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5625.900391 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5625.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5657.539062 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5657.539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5678.260254 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -5678.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5684.195801 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5684.196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5684.195801 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -5684.196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7331.746582 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7331.747 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 85 members 
Entering Unmasked Estep 
Score: -7064.967773 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7064.968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7146.760254 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7146.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7217.017090 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -7217.017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7242.404297 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -7242.404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7248.754395 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -7248.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7252.538574 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -7252.539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7256.828125 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -7256.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7258.098145 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -7258.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7262.453125 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -7262.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7274.947754 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -7274.948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7282.669434 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -7282.669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7282.669434 Penalty: 474.559143
	Iteration 11F: 3 clusters Score -7282.669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -53471.714844 Penalty: 315.912079
	Iteration 0F: 2 clusters Score -53471.71 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 518 members 
Entering Unmasked Estep 
Score: -52642.527344 Penalty: 631.824158
	Iteration 0F: 3 clusters Score -52642.53 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -52859.027344 Penalty: 631.824158
	Iteration 1F: 3 clusters Score -52859.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -52895.359375 Penalty: 631.824158
	Iteration 2F: 3 clusters Score -52895.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52920.484375 Penalty: 631.824158
	Iteration 3Q: 3 clusters Score -52920.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -52954.792969 Penalty: 631.824158
	Iteration 4Q: 3 clusters Score -52954.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -52978.550781 Penalty: 631.824158
	Iteration 5Q: 3 clusters Score -52978.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -52995.308594 Penalty: 631.824158
	Iteration 6Q: 3 clusters Score -52995.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53012.613281 Penalty: 631.824158
	Iteration 7Q: 3 clusters Score -53012.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -53029.609375 Penalty: 631.824158
	Iteration 8Q: 3 clusters Score -53029.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53036.449219 Penalty: 631.824158
	Iteration 9Q: 3 clusters Score -53036.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -53040.113281 Penalty: 631.824158
	Iteration 10Q: 3 clusters Score -53040.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53046.207031 Penalty: 631.824158
	Iteration 11Q: 3 clusters Score -53046.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53053.449219 Penalty: 631.824158
	Iteration 12Q: 3 clusters Score -53053.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53064.585938 Penalty: 631.824158
	Iteration 13Q: 3 clusters Score -53064.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53080.109375 Penalty: 631.824158
	Iteration 14Q: 3 clusters Score -53080.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -53094.207031 Penalty: 631.824158
	Iteration 15Q: 3 clusters Score -53094.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -53104.843750 Penalty: 631.824158
	Iteration 16Q: 3 clusters Score -53104.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -53114.652344 Penalty: 631.824158
	Iteration 17Q: 3 clusters Score -53114.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -53119.218750 Penalty: 631.824158
	Iteration 18Q: 3 clusters Score -53119.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -53124.433594 Penalty: 631.824158
	Iteration 19Q: 3 clusters Score -53124.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53129.679688 Penalty: 631.824158
	Iteration 20F: 3 clusters Score -53129.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -53136.222656 Penalty: 631.824158
	Iteration 21Q: 3 clusters Score -53136.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -53144.988281 Penalty: 631.824158
	Iteration 22Q: 3 clusters Score -53144.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53157.167969 Penalty: 631.824158
	Iteration 23Q: 3 clusters Score -53157.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53168.343750 Penalty: 631.824158
	Iteration 24Q: 3 clusters Score -53168.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53175.710938 Penalty: 631.824158
	Iteration 25Q: 3 clusters Score -53175.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53178.121094 Penalty: 631.824158
	Iteration 26Q: 3 clusters Score -53178.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53180.316406 Penalty: 631.824158
	Iteration 27Q: 3 clusters Score -53180.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53182.832031 Penalty: 631.824158
	Iteration 28Q: 3 clusters Score -53182.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53184.312500 Penalty: 631.824158
	Iteration 29Q: 3 clusters Score -53184.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53185.296875 Penalty: 631.824158
	Iteration 30Q: 3 clusters Score -53185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53185.894531 Penalty: 631.824158
	Iteration 31Q: 3 clusters Score -53185.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53186.242188 Penalty: 631.824158
	Iteration 32Q: 3 clusters Score -53186.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53186.242188 Penalty: 631.824158
	Iteration 33F: 3 clusters Score -53186.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9938.820312 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9938.82 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 111 members 
Entering Unmasked Estep 
Score: -9617.918945 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9617.919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9691.663086 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9691.663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9713.864258 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9713.864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9726.128906 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9726.129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9742.073242 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9742.073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9753.022461 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9753.022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9759.348633 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -9759.349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9764.557617 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -9764.558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9764.557617 Penalty: 490.820129
	Iteration 8F: 3 clusters Score -9764.558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -295697.531250 Penalty: 395.675995
	Iteration 0F: 2 clusters Score -295697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -291699.156250 Penalty: 791.351990
	Iteration 0F: 3 clusters Score -291699.2 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293205.937500 Penalty: 791.351990
	Iteration 1F: 3 clusters Score -293205.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -293365.375000 Penalty: 791.351990
	Iteration 2F: 3 clusters Score -293365.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -293545.906250 Penalty: 791.351990
	Iteration 3F: 3 clusters Score -293545.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -293771.281250 Penalty: 791.351990
	Iteration 4F: 3 clusters Score -293771.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -294074.750000 Penalty: 791.351990
	Iteration 5F: 3 clusters Score -294074.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -294458.750000 Penalty: 791.351990
	Iteration 6F: 3 clusters Score -294458.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -294801.437500 Penalty: 791.351990
	Iteration 7F: 3 clusters Score -294801.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -295059.843750 Penalty: 791.351990
	Iteration 8Q: 3 clusters Score -295059.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -295190.500000 Penalty: 791.351990
	Iteration 9Q: 3 clusters Score -295190.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -295280.562500 Penalty: 791.351990
	Iteration 10Q: 3 clusters Score -295280.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -295323.406250 Penalty: 791.351990
	Iteration 11Q: 3 clusters Score -295323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -295337.750000 Penalty: 791.351990
	Iteration 12Q: 3 clusters Score -295337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -295344.031250 Penalty: 791.351990
	Iteration 13Q: 3 clusters Score -295344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -295346.781250 Penalty: 791.351990
	Iteration 14Q: 3 clusters Score -295346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -295348.906250 Penalty: 791.351990
	Iteration 15Q: 3 clusters Score -295348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -295348.906250 Penalty: 791.351990
	Iteration 16F: 3 clusters Score -295348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9392.608398 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9392.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9084.212891 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9084.213 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9136.999023 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9136.999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9157.798828 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9157.799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9185.525391 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9185.525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9197.784180 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9197.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9201.909180 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9201.909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9206.615234 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9206.615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9212.434570 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9212.435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9213.001953 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9213.002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9214.382812 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9214.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9214.382812 Penalty: 477.479187
	Iteration 10F: 3 clusters Score -9214.383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (341523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341523 members 
Entering Unmasked Estep 
Score: -16587310.000000 Penalty: 579.723206
	Iteration 0F: 2 clusters Score -1.658731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -16377407.000000 Penalty: 1159.446411
	Iteration 0F: 3 clusters Score -1.637741e+07 nChanged 168804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170163 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -16480052.000000 Penalty: 1159.446411
	Iteration 1F: 3 clusters Score -1.648005e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -16484089.000000 Penalty: 1159.446411
	Iteration 2Q: 3 clusters Score -1.648409e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 174742 members 
Entering Unmasked Estep 
Score: -16490505.000000 Penalty: 1159.446411
	Iteration 3Q: 3 clusters Score -1.64905e+07 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -16501681.000000 Penalty: 1159.446411
	Iteration 4F: 3 clusters Score -1.650168e+07 nChanged 21973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162812 members 
Mstep: Class 2 contains 178711 members 
Entering Unmasked Estep 
Score: -16519892.000000 Penalty: 1159.446411
	Iteration 5F: 3 clusters Score -1.651989e+07 nChanged 23812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161696 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -16537644.000000 Penalty: 1159.446411
	Iteration 6F: 3 clusters Score -1.653764e+07 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 180110 members 
Entering Unmasked Estep 
Score: -16544960.000000 Penalty: 1159.446411
	Iteration 7F: 3 clusters Score -1.654496e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 180154 members 
Entering Unmasked Estep 
Score: -16546448.000000 Penalty: 1159.446411
	Iteration 8Q: 3 clusters Score -1.654645e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 180189 members 
Entering Unmasked Estep 
Score: -16546768.000000 Penalty: 1159.446411
	Iteration 9Q: 3 clusters Score -1.654677e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 180197 members 
Entering Unmasked Estep 
Score: -16546816.000000 Penalty: 1159.446411
	Iteration 10Q: 3 clusters Score -1.654682e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 180170 members 
Entering Unmasked Estep 
Score: -16546821.000000 Penalty: 1159.446411
	Iteration 11Q: 3 clusters Score -1.654682e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161395 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -16546913.000000 Penalty: 1159.446411
	Iteration 12Q: 3 clusters Score -1.654691e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 179997 members 
Entering Unmasked Estep 
Score: -16546924.000000 Penalty: 1159.446411
	Iteration 13Q: 3 clusters Score -1.654692e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161699 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -16546948.000000 Penalty: 1159.446411
	Iteration 14Q: 3 clusters Score -1.654695e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 179654 members 
Entering Unmasked Estep 
Score: -16547006.000000 Penalty: 1159.446411
	Iteration 15Q: 3 clusters Score -1.654701e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 179511 members 
Entering Unmasked Estep 
Score: -16546992.000000 Penalty: 1159.446411
	Iteration 16Q: 3 clusters Score -1.654699e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 179283 members 
Entering Unmasked Estep 
Score: -16546963.000000 Penalty: 1159.446411
	Iteration 17Q: 3 clusters Score -1.654696e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -16547038.000000 Penalty: 1159.446411
	Iteration 18Q: 3 clusters Score -1.654704e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -16547105.000000 Penalty: 1159.446411
	Iteration 19Q: 3 clusters Score -1.65471e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -16547053.000000 Penalty: 1159.446411
	Iteration 20F: 3 clusters Score -1.654705e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 178360 members 
Entering Unmasked Estep 
Score: -16546980.000000 Penalty: 1159.446411
	Iteration 21Q: 3 clusters Score -1.654698e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 178106 members 
Entering Unmasked Estep 
Score: -16547028.000000 Penalty: 1159.446411
	Iteration 22Q: 3 clusters Score -1.654703e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -16547019.000000 Penalty: 1159.446411
	Iteration 23Q: 3 clusters Score -1.654702e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 177679 members 
Entering Unmasked Estep 
Score: -16547030.000000 Penalty: 1159.446411
	Iteration 24Q: 3 clusters Score -1.654703e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -16547019.000000 Penalty: 1159.446411
	Iteration 25Q: 3 clusters Score -1.654702e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -16547061.000000 Penalty: 1159.446411
	Iteration 26Q: 3 clusters Score -1.654706e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -16547004.000000 Penalty: 1159.446411
	Iteration 27Q: 3 clusters Score -1.6547e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -16547020.000000 Penalty: 1159.446411
	Iteration 28Q: 3 clusters Score -1.654702e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165096 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -16546992.000000 Penalty: 1159.446411
	Iteration 29Q: 3 clusters Score -1.654699e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -16546991.000000 Penalty: 1159.446411
	Iteration 30Q: 3 clusters Score -1.654699e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -16546990.000000 Penalty: 1159.446411
	Iteration 31Q: 3 clusters Score -1.654699e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165746 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -16547044.000000 Penalty: 1159.446411
	Iteration 32Q: 3 clusters Score -1.654704e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165987 members 
Mstep: Class 2 contains 175536 members 
Entering Unmasked Estep 
Score: -16547033.000000 Penalty: 1159.446411
	Iteration 33Q: 3 clusters Score -1.654703e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -16547031.000000 Penalty: 1159.446411
	Iteration 34Q: 3 clusters Score -1.654703e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -16547107.000000 Penalty: 1159.446411
	Iteration 35Q: 3 clusters Score -1.654711e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -16547108.000000 Penalty: 1159.446411
	Iteration 36Q: 3 clusters Score -1.654711e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 174649 members 
Entering Unmasked Estep 
Score: -16547103.000000 Penalty: 1159.446411
	Iteration 37Q: 3 clusters Score -1.65471e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -16547112.000000 Penalty: 1159.446411
	Iteration 38Q: 3 clusters Score -1.654711e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -16547170.000000 Penalty: 1159.446411
	Iteration 39Q: 3 clusters Score -1.654717e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -16547182.000000 Penalty: 1159.446411
	Iteration 40F: 3 clusters Score -1.654718e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 174290 members 
Entering Unmasked Estep 
Score: -16547154.000000 Penalty: 1159.446411
	Iteration 41Q: 3 clusters Score -1.654715e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167204 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -16547172.000000 Penalty: 1159.446411
	Iteration 42Q: 3 clusters Score -1.654717e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -16547235.000000 Penalty: 1159.446411
	Iteration 43Q: 3 clusters Score -1.654724e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -16547201.000000 Penalty: 1159.446411
	Iteration 44Q: 3 clusters Score -1.65472e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 174342 members 
Entering Unmasked Estep 
Score: -16547252.000000 Penalty: 1159.446411
	Iteration 45Q: 3 clusters Score -1.654725e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167165 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -16547294.000000 Penalty: 1159.446411
	Iteration 46Q: 3 clusters Score -1.654729e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 174362 members 
Entering Unmasked Estep 
Score: -16547253.000000 Penalty: 1159.446411
	Iteration 47Q: 3 clusters Score -1.654725e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -16547290.000000 Penalty: 1159.446411
	Iteration 48Q: 3 clusters Score -1.654729e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 174330 members 
Entering Unmasked Estep 
Score: -16547268.000000 Penalty: 1159.446411
	Iteration 49Q: 3 clusters Score -1.654727e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167212 members 
Mstep: Class 2 contains 174311 members 
Entering Unmasked Estep 
Score: -16547322.000000 Penalty: 1159.446411
	Iteration 50Q: 3 clusters Score -1.654732e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 174330 members 
Entering Unmasked Estep 
Score: -16547381.000000 Penalty: 1159.446411
	Iteration 51Q: 3 clusters Score -1.654738e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 174253 members 
Entering Unmasked Estep 
Score: -16547377.000000 Penalty: 1159.446411
	Iteration 52Q: 3 clusters Score -1.654738e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -16547386.000000 Penalty: 1159.446411
	Iteration 53Q: 3 clusters Score -1.654739e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 174171 members 
Entering Unmasked Estep 
Score: -16547404.000000 Penalty: 1159.446411
	Iteration 54Q: 3 clusters Score -1.65474e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167324 members 
Mstep: Class 2 contains 174199 members 
Entering Unmasked Estep 
Score: -16547419.000000 Penalty: 1159.446411
	Iteration 55Q: 3 clusters Score -1.654742e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -16547398.000000 Penalty: 1159.446411
	Iteration 56Q: 3 clusters Score -1.65474e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167233 members 
Mstep: Class 2 contains 174290 members 
Entering Unmasked Estep 
Score: -16547437.000000 Penalty: 1159.446411
	Iteration 57Q: 3 clusters Score -1.654744e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -16547441.000000 Penalty: 1159.446411
	Iteration 58Q: 3 clusters Score -1.654744e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -16547423.000000 Penalty: 1159.446411
	Iteration 59Q: 3 clusters Score -1.654742e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167075 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -16547471.000000 Penalty: 1159.446411
	Iteration 60F: 3 clusters Score -1.654747e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 174529 members 
Entering Unmasked Estep 
Score: -16547549.000000 Penalty: 1159.446411
	Iteration 61Q: 3 clusters Score -1.654755e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -16547551.000000 Penalty: 1159.446411
	Iteration 62Q: 3 clusters Score -1.654755e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -16547601.000000 Penalty: 1159.446411
	Iteration 63Q: 3 clusters Score -1.65476e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 174728 members 
Entering Unmasked Estep 
Score: -16547609.000000 Penalty: 1159.446411
	Iteration 64Q: 3 clusters Score -1.654761e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -16547661.000000 Penalty: 1159.446411
	Iteration 65Q: 3 clusters Score -1.654766e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -16547596.000000 Penalty: 1159.446411
	Iteration 66Q: 3 clusters Score -1.65476e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -16547594.000000 Penalty: 1159.446411
	Iteration 67Q: 3 clusters Score -1.654759e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166632 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -16547593.000000 Penalty: 1159.446411
	Iteration 68Q: 3 clusters Score -1.654759e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 174970 members 
Entering Unmasked Estep 
Score: -16547577.000000 Penalty: 1159.446411
	Iteration 69Q: 3 clusters Score -1.654758e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166463 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -16547571.000000 Penalty: 1159.446411
	Iteration 70Q: 3 clusters Score -1.654757e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -16547546.000000 Penalty: 1159.446411
	Iteration 71Q: 3 clusters Score -1.654755e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 175167 members 
Entering Unmasked Estep 
Score: -16547564.000000 Penalty: 1159.446411
	Iteration 72Q: 3 clusters Score -1.654756e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -16547553.000000 Penalty: 1159.446411
	Iteration 73Q: 3 clusters Score -1.654755e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166316 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -16547598.000000 Penalty: 1159.446411
	Iteration 74Q: 3 clusters Score -1.65476e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 175243 members 
Entering Unmasked Estep 
Score: -16547630.000000 Penalty: 1159.446411
	Iteration 75Q: 3 clusters Score -1.654763e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 175284 members 
Entering Unmasked Estep 
Score: -16547594.000000 Penalty: 1159.446411
	Iteration 76Q: 3 clusters Score -1.654759e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -16547636.000000 Penalty: 1159.446411
	Iteration 77Q: 3 clusters Score -1.654764e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 175382 members 
Entering Unmasked Estep 
Score: -16547592.000000 Penalty: 1159.446411
	Iteration 78Q: 3 clusters Score -1.654759e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -16547584.000000 Penalty: 1159.446411
	Iteration 79Q: 3 clusters Score -1.654758e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 175541 members 
Entering Unmasked Estep 
Score: -16547597.000000 Penalty: 1159.446411
	Iteration 80F: 3 clusters Score -1.65476e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -16547587.000000 Penalty: 1159.446411
	Iteration 81Q: 3 clusters Score -1.654759e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -16547723.000000 Penalty: 1159.446411
	Iteration 82Q: 3 clusters Score -1.654772e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -16547754.000000 Penalty: 1159.446411
	Iteration 83Q: 3 clusters Score -1.654775e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 176017 members 
Entering Unmasked Estep 
Score: -16547806.000000 Penalty: 1159.446411
	Iteration 84Q: 3 clusters Score -1.654781e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 176058 members 
Entering Unmasked Estep 
Score: -16547882.000000 Penalty: 1159.446411
	Iteration 85Q: 3 clusters Score -1.654788e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165420 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -16547863.000000 Penalty: 1159.446411
	Iteration 86Q: 3 clusters Score -1.654786e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -16547905.000000 Penalty: 1159.446411
	Iteration 87Q: 3 clusters Score -1.65479e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165377 members 
Mstep: Class 2 contains 176146 members 
Entering Unmasked Estep 
Score: -16547883.000000 Penalty: 1159.446411
	Iteration 88Q: 3 clusters Score -1.654788e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -16547898.000000 Penalty: 1159.446411
	Iteration 89Q: 3 clusters Score -1.65479e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 176106 members 
Entering Unmasked Estep 
Score: -16547897.000000 Penalty: 1159.446411
	Iteration 90Q: 3 clusters Score -1.65479e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -16547925.000000 Penalty: 1159.446411
	Iteration 91Q: 3 clusters Score -1.654792e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -16548015.000000 Penalty: 1159.446411
	Iteration 92Q: 3 clusters Score -1.654802e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165650 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -16548056.000000 Penalty: 1159.446411
	Iteration 93Q: 3 clusters Score -1.654806e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 175803 members 
Entering Unmasked Estep 
Score: -16548125.000000 Penalty: 1159.446411
	Iteration 94Q: 3 clusters Score -1.654812e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -16548183.000000 Penalty: 1159.446411
	Iteration 95Q: 3 clusters Score -1.654818e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 175640 members 
Entering Unmasked Estep 
Score: -16548194.000000 Penalty: 1159.446411
	Iteration 96Q: 3 clusters Score -1.654819e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -16548266.000000 Penalty: 1159.446411
	Iteration 97Q: 3 clusters Score -1.654827e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -16548343.000000 Penalty: 1159.446411
	Iteration 98Q: 3 clusters Score -1.654834e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 175366 members 
Entering Unmasked Estep 
Score: -16548379.000000 Penalty: 1159.446411
	Iteration 99Q: 3 clusters Score -1.654838e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166228 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -16548412.000000 Penalty: 1159.446411
	Iteration 100F: 3 clusters Score -1.654841e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 175159 members 
Entering Unmasked Estep 
Score: -16548531.000000 Penalty: 1159.446411
	Iteration 101Q: 3 clusters Score -1.654853e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -16548705.000000 Penalty: 1159.446411
	Iteration 102Q: 3 clusters Score -1.65487e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -16548816.000000 Penalty: 1159.446411
	Iteration 103Q: 3 clusters Score -1.654882e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -16548882.000000 Penalty: 1159.446411
	Iteration 104Q: 3 clusters Score -1.654888e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -16548885.000000 Penalty: 1159.446411
	Iteration 105Q: 3 clusters Score -1.654888e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -16548941.000000 Penalty: 1159.446411
	Iteration 106Q: 3 clusters Score -1.654894e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166949 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -16548917.000000 Penalty: 1159.446411
	Iteration 107Q: 3 clusters Score -1.654892e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -16549025.000000 Penalty: 1159.446411
	Iteration 108Q: 3 clusters Score -1.654902e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -16549088.000000 Penalty: 1159.446411
	Iteration 109Q: 3 clusters Score -1.654909e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167092 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -16549180.000000 Penalty: 1159.446411
	Iteration 110Q: 3 clusters Score -1.654918e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167121 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -16549223.000000 Penalty: 1159.446411
	Iteration 111Q: 3 clusters Score -1.654922e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -16549267.000000 Penalty: 1159.446411
	Iteration 112Q: 3 clusters Score -1.654927e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 174567 members 
Entering Unmasked Estep 
Score: -16549437.000000 Penalty: 1159.446411
	Iteration 113Q: 3 clusters Score -1.654944e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -16549543.000000 Penalty: 1159.446411
	Iteration 114Q: 3 clusters Score -1.654954e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 174659 members 
Entering Unmasked Estep 
Score: -16549624.000000 Penalty: 1159.446411
	Iteration 115Q: 3 clusters Score -1.654962e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -16549671.000000 Penalty: 1159.446411
	Iteration 116Q: 3 clusters Score -1.654967e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166650 members 
Mstep: Class 2 contains 174873 members 
Entering Unmasked Estep 
Score: -16549765.000000 Penalty: 1159.446411
	Iteration 117Q: 3 clusters Score -1.654976e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -16549859.000000 Penalty: 1159.446411
	Iteration 118Q: 3 clusters Score -1.654986e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166368 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -16550013.000000 Penalty: 1159.446411
	Iteration 119Q: 3 clusters Score -1.655001e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166205 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -16550114.000000 Penalty: 1159.446411
	Iteration 120F: 3 clusters Score -1.655011e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165947 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -16550192.000000 Penalty: 1159.446411
	Iteration 121Q: 3 clusters Score -1.655019e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 175826 members 
Entering Unmasked Estep 
Score: -16550306.000000 Penalty: 1159.446411
	Iteration 122Q: 3 clusters Score -1.655031e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -16550378.000000 Penalty: 1159.446411
	Iteration 123Q: 3 clusters Score -1.655038e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -16550433.000000 Penalty: 1159.446411
	Iteration 124Q: 3 clusters Score -1.655043e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -16550509.000000 Penalty: 1159.446411
	Iteration 125Q: 3 clusters Score -1.655051e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -16550511.000000 Penalty: 1159.446411
	Iteration 126Q: 3 clusters Score -1.655051e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 176920 members 
Entering Unmasked Estep 
Score: -16550473.000000 Penalty: 1159.446411
	Iteration 127Q: 3 clusters Score -1.655047e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 177240 members 
Entering Unmasked Estep 
Score: -16550497.000000 Penalty: 1159.446411
	Iteration 128Q: 3 clusters Score -1.65505e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 177578 members 
Entering Unmasked Estep 
Score: -16550508.000000 Penalty: 1159.446411
	Iteration 129Q: 3 clusters Score -1.655051e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 177890 members 
Entering Unmasked Estep 
Score: -16550538.000000 Penalty: 1159.446411
	Iteration 130Q: 3 clusters Score -1.655054e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -16550556.000000 Penalty: 1159.446411
	Iteration 131Q: 3 clusters Score -1.655056e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 178554 members 
Entering Unmasked Estep 
Score: -16550606.000000 Penalty: 1159.446411
	Iteration 132Q: 3 clusters Score -1.655061e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -16550707.000000 Penalty: 1159.446411
	Iteration 133Q: 3 clusters Score -1.655071e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 179009 members 
Entering Unmasked Estep 
Score: -16550748.000000 Penalty: 1159.446411
	Iteration 134Q: 3 clusters Score -1.655075e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162237 members 
Mstep: Class 2 contains 179286 members 
Entering Unmasked Estep 
Score: -16550758.000000 Penalty: 1159.446411
	Iteration 135Q: 3 clusters Score -1.655076e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162001 members 
Mstep: Class 2 contains 179522 members 
Entering Unmasked Estep 
Score: -16550938.000000 Penalty: 1159.446411
	Iteration 136Q: 3 clusters Score -1.655094e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 179737 members 
Entering Unmasked Estep 
Score: -16550985.000000 Penalty: 1159.446411
	Iteration 137Q: 3 clusters Score -1.655098e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 179976 members 
Entering Unmasked Estep 
Score: -16550974.000000 Penalty: 1159.446411
	Iteration 138Q: 3 clusters Score -1.655097e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161331 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -16550988.000000 Penalty: 1159.446411
	Iteration 139Q: 3 clusters Score -1.655099e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 180381 members 
Entering Unmasked Estep 
Score: -16551082.000000 Penalty: 1159.446411
	Iteration 140F: 3 clusters Score -1.655108e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -16551162.000000 Penalty: 1159.446411
	Iteration 141Q: 3 clusters Score -1.655116e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -16551125.000000 Penalty: 1159.446411
	Iteration 142Q: 3 clusters Score -1.655112e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160351 members 
Mstep: Class 2 contains 181172 members 
Entering Unmasked Estep 
Score: -16551119.000000 Penalty: 1159.446411
	Iteration 143Q: 3 clusters Score -1.655112e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 181364 members 
Entering Unmasked Estep 
Score: -16551246.000000 Penalty: 1159.446411
	Iteration 144Q: 3 clusters Score -1.655125e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -16551339.000000 Penalty: 1159.446411
	Iteration 145Q: 3 clusters Score -1.655134e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159739 members 
Mstep: Class 2 contains 181784 members 
Entering Unmasked Estep 
Score: -16551309.000000 Penalty: 1159.446411
	Iteration 146Q: 3 clusters Score -1.655131e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 181950 members 
Entering Unmasked Estep 
Score: -16551423.000000 Penalty: 1159.446411
	Iteration 147Q: 3 clusters Score -1.655142e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 182121 members 
Entering Unmasked Estep 
Score: -16551455.000000 Penalty: 1159.446411
	Iteration 148Q: 3 clusters Score -1.655146e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 182271 members 
Entering Unmasked Estep 
Score: -16551506.000000 Penalty: 1159.446411
	Iteration 149Q: 3 clusters Score -1.655151e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -16551586.000000 Penalty: 1159.446411
	Iteration 150Q: 3 clusters Score -1.655159e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 182550 members 
Entering Unmasked Estep 
Score: -16551574.000000 Penalty: 1159.446411
	Iteration 151Q: 3 clusters Score -1.655157e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -16551638.000000 Penalty: 1159.446411
	Iteration 152Q: 3 clusters Score -1.655164e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158539 members 
Mstep: Class 2 contains 182984 members 
Entering Unmasked Estep 
Score: -16551700.000000 Penalty: 1159.446411
	Iteration 153Q: 3 clusters Score -1.65517e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 183192 members 
Entering Unmasked Estep 
Score: -16551778.000000 Penalty: 1159.446411
	Iteration 154Q: 3 clusters Score -1.655178e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 183360 members 
Entering Unmasked Estep 
Score: -16551779.000000 Penalty: 1159.446411
	Iteration 155Q: 3 clusters Score -1.655178e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 183551 members 
Entering Unmasked Estep 
Score: -16551798.000000 Penalty: 1159.446411
	Iteration 156Q: 3 clusters Score -1.65518e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 183730 members 
Entering Unmasked Estep 
Score: -16551784.000000 Penalty: 1159.446411
	Iteration 157Q: 3 clusters Score -1.655178e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 183950 members 
Entering Unmasked Estep 
Score: -16551830.000000 Penalty: 1159.446411
	Iteration 158Q: 3 clusters Score -1.655183e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 184181 members 
Entering Unmasked Estep 
Score: -16551878.000000 Penalty: 1159.446411
	Iteration 159Q: 3 clusters Score -1.655188e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157062 members 
Mstep: Class 2 contains 184461 members 
Entering Unmasked Estep 
Score: -16551867.000000 Penalty: 1159.446411
	Iteration 160F: 3 clusters Score -1.655187e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -16551933.000000 Penalty: 1159.446411
	Iteration 161Q: 3 clusters Score -1.655193e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -16551958.000000 Penalty: 1159.446411
	Iteration 162Q: 3 clusters Score -1.655196e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -16552053.000000 Penalty: 1159.446411
	Iteration 163Q: 3 clusters Score -1.655205e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 185679 members 
Entering Unmasked Estep 
Score: -16552099.000000 Penalty: 1159.446411
	Iteration 164Q: 3 clusters Score -1.65521e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 186029 members 
Entering Unmasked Estep 
Score: -16552152.000000 Penalty: 1159.446411
	Iteration 165Q: 3 clusters Score -1.655215e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 186410 members 
Entering Unmasked Estep 
Score: -16552185.000000 Penalty: 1159.446411
	Iteration 166Q: 3 clusters Score -1.655218e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154733 members 
Mstep: Class 2 contains 186790 members 
Entering Unmasked Estep 
Score: -16552155.000000 Penalty: 1159.446411
	Iteration 167Q: 3 clusters Score -1.655216e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 187143 members 
Entering Unmasked Estep 
Score: -16552184.000000 Penalty: 1159.446411
	Iteration 168Q: 3 clusters Score -1.655218e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 187477 members 
Entering Unmasked Estep 
Score: -16552221.000000 Penalty: 1159.446411
	Iteration 169Q: 3 clusters Score -1.655222e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -16552250.000000 Penalty: 1159.446411
	Iteration 170Q: 3 clusters Score -1.655225e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153326 members 
Mstep: Class 2 contains 188197 members 
Entering Unmasked Estep 
Score: -16552347.000000 Penalty: 1159.446411
	Iteration 171Q: 3 clusters Score -1.655235e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152937 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -16552349.000000 Penalty: 1159.446411
	Iteration 172Q: 3 clusters Score -1.655235e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152521 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -16552340.000000 Penalty: 1159.446411
	Iteration 173Q: 3 clusters Score -1.655234e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 189410 members 
Entering Unmasked Estep 
Score: -16552319.000000 Penalty: 1159.446411
	Iteration 174Q: 3 clusters Score -1.655232e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 189794 members 
Entering Unmasked Estep 
Score: -16552320.000000 Penalty: 1159.446411
	Iteration 175Q: 3 clusters Score -1.655232e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 190200 members 
Entering Unmasked Estep 
Score: -16552398.000000 Penalty: 1159.446411
	Iteration 176Q: 3 clusters Score -1.65524e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 190581 members 
Entering Unmasked Estep 
Score: -16552387.000000 Penalty: 1159.446411
	Iteration 177Q: 3 clusters Score -1.655239e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -16552430.000000 Penalty: 1159.446411
	Iteration 178Q: 3 clusters Score -1.655243e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150196 members 
Mstep: Class 2 contains 191327 members 
Entering Unmasked Estep 
Score: -16552442.000000 Penalty: 1159.446411
	Iteration 179Q: 3 clusters Score -1.655244e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Mstep: Class 2 contains 191692 members 
Entering Unmasked Estep 
Score: -16552533.000000 Penalty: 1159.446411
	Iteration 180F: 3 clusters Score -1.655253e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 192063 members 
Entering Unmasked Estep 
Score: -16552534.000000 Penalty: 1159.446411
	Iteration 181Q: 3 clusters Score -1.655253e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149026 members 
Mstep: Class 2 contains 192497 members 
Entering Unmasked Estep 
Score: -16552581.000000 Penalty: 1159.446411
	Iteration 182Q: 3 clusters Score -1.655258e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 192940 members 
Entering Unmasked Estep 
Score: -16552584.000000 Penalty: 1159.446411
	Iteration 183Q: 3 clusters Score -1.655258e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148135 members 
Mstep: Class 2 contains 193388 members 
Entering Unmasked Estep 
Score: -16552600.000000 Penalty: 1159.446411
	Iteration 184Q: 3 clusters Score -1.65526e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 193840 members 
Entering Unmasked Estep 
Score: -16552623.000000 Penalty: 1159.446411
	Iteration 185Q: 3 clusters Score -1.655262e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147235 members 
Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
Score: -16552602.000000 Penalty: 1159.446411
	Iteration 186Q: 3 clusters Score -1.65526e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -16552630.000000 Penalty: 1159.446411
	Iteration 187Q: 3 clusters Score -1.655263e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -16552610.000000 Penalty: 1159.446411
	Iteration 188Q: 3 clusters Score -1.655261e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145923 members 
Mstep: Class 2 contains 195600 members 
Entering Unmasked Estep 
Score: -16552674.000000 Penalty: 1159.446411
	Iteration 189Q: 3 clusters Score -1.655267e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145541 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -16552719.000000 Penalty: 1159.446411
	Iteration 190Q: 3 clusters Score -1.655272e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 196388 members 
Entering Unmasked Estep 
Score: -16552730.000000 Penalty: 1159.446411
	Iteration 191Q: 3 clusters Score -1.655273e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Mstep: Class 2 contains 196783 members 
Entering Unmasked Estep 
Score: -16552734.000000 Penalty: 1159.446411
	Iteration 192Q: 3 clusters Score -1.655273e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144356 members 
Mstep: Class 2 contains 197167 members 
Entering Unmasked Estep 
Score: -16552738.000000 Penalty: 1159.446411
	Iteration 193Q: 3 clusters Score -1.655274e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143977 members 
Mstep: Class 2 contains 197546 members 
Entering Unmasked Estep 
Score: -16552766.000000 Penalty: 1159.446411
	Iteration 194Q: 3 clusters Score -1.655277e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143597 members 
Mstep: Class 2 contains 197926 members 
Entering Unmasked Estep 
Score: -16552765.000000 Penalty: 1159.446411
	Iteration 195Q: 3 clusters Score -1.655276e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 198331 members 
Entering Unmasked Estep 
Score: -16552841.000000 Penalty: 1159.446411
	Iteration 196Q: 3 clusters Score -1.655284e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 198707 members 
Entering Unmasked Estep 
Score: -16552853.000000 Penalty: 1159.446411
	Iteration 197Q: 3 clusters Score -1.655285e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 199051 members 
Entering Unmasked Estep 
Score: -16552871.000000 Penalty: 1159.446411
	Iteration 198Q: 3 clusters Score -1.655287e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 199419 members 
Entering Unmasked Estep 
Score: -16552887.000000 Penalty: 1159.446411
	Iteration 199Q: 3 clusters Score -1.655289e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -16552876.000000 Penalty: 1159.446411
	Iteration 200F: 3 clusters Score -1.655288e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141425 members 
Mstep: Class 2 contains 200098 members 
Entering Unmasked Estep 
Score: -16552906.000000 Penalty: 1159.446411
	Iteration 201Q: 3 clusters Score -1.655291e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 200400 members 
Entering Unmasked Estep 
Score: -16552879.000000 Penalty: 1159.446411
	Iteration 202Q: 3 clusters Score -1.655288e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 200731 members 
Entering Unmasked Estep 
Score: -16552938.000000 Penalty: 1159.446411
	Iteration 203Q: 3 clusters Score -1.655294e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -16552922.000000 Penalty: 1159.446411
	Iteration 204Q: 3 clusters Score -1.655292e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140135 members 
Mstep: Class 2 contains 201388 members 
Entering Unmasked Estep 
Score: -16552976.000000 Penalty: 1159.446411
	Iteration 205Q: 3 clusters Score -1.655298e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 201716 members 
Entering Unmasked Estep 
Score: -16553051.000000 Penalty: 1159.446411
	Iteration 206Q: 3 clusters Score -1.655305e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139460 members 
Mstep: Class 2 contains 202063 members 
Entering Unmasked Estep 
Score: -16553054.000000 Penalty: 1159.446411
	Iteration 207Q: 3 clusters Score -1.655305e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -16553131.000000 Penalty: 1159.446411
	Iteration 208Q: 3 clusters Score -1.655313e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 202794 members 
Entering Unmasked Estep 
Score: -16553194.000000 Penalty: 1159.446411
	Iteration 209Q: 3 clusters Score -1.655319e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 203115 members 
Entering Unmasked Estep 
Score: -16553193.000000 Penalty: 1159.446411
	Iteration 210Q: 3 clusters Score -1.655319e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138079 members 
Mstep: Class 2 contains 203444 members 
Entering Unmasked Estep 
Score: -16553196.000000 Penalty: 1159.446411
	Iteration 211Q: 3 clusters Score -1.65532e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137759 members 
Mstep: Class 2 contains 203764 members 
Entering Unmasked Estep 
Score: -16553250.000000 Penalty: 1159.446411
	Iteration 212Q: 3 clusters Score -1.655325e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 204091 members 
Entering Unmasked Estep 
Score: -16553282.000000 Penalty: 1159.446411
	Iteration 213Q: 3 clusters Score -1.655328e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137087 members 
Mstep: Class 2 contains 204436 members 
Entering Unmasked Estep 
Score: -16553253.000000 Penalty: 1159.446411
	Iteration 214Q: 3 clusters Score -1.655325e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -16553239.000000 Penalty: 1159.446411
	Iteration 215Q: 3 clusters Score -1.655324e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -16553234.000000 Penalty: 1159.446411
	Iteration 216Q: 3 clusters Score -1.655323e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 205244 members 
Entering Unmasked Estep 
Score: -16553214.000000 Penalty: 1159.446411
	Iteration 217Q: 3 clusters Score -1.655321e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136033 members 
Mstep: Class 2 contains 205490 members 
Entering Unmasked Estep 
Score: -16553190.000000 Penalty: 1159.446411
	Iteration 218Q: 3 clusters Score -1.655319e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 205710 members 
Entering Unmasked Estep 
Score: -16553156.000000 Penalty: 1159.446411
	Iteration 219Q: 3 clusters Score -1.655316e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135599 members 
Mstep: Class 2 contains 205924 members 
Entering Unmasked Estep 
Score: -16553216.000000 Penalty: 1159.446411
	Iteration 220F: 3 clusters Score -1.655322e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 206109 members 
Entering Unmasked Estep 
Score: -16553194.000000 Penalty: 1159.446411
	Iteration 221Q: 3 clusters Score -1.655319e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 206301 members 
Entering Unmasked Estep 
Score: -16553199.000000 Penalty: 1159.446411
	Iteration 222Q: 3 clusters Score -1.65532e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 206534 members 
Entering Unmasked Estep 
Score: -16553201.000000 Penalty: 1159.446411
	Iteration 223Q: 3 clusters Score -1.65532e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134789 members 
Mstep: Class 2 contains 206734 members 
Entering Unmasked Estep 
Score: -16553239.000000 Penalty: 1159.446411
	Iteration 224Q: 3 clusters Score -1.655324e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 206941 members 
Entering Unmasked Estep 
Score: -16553232.000000 Penalty: 1159.446411
	Iteration 225Q: 3 clusters Score -1.655323e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134390 members 
Mstep: Class 2 contains 207133 members 
Entering Unmasked Estep 
Score: -16553234.000000 Penalty: 1159.446411
	Iteration 226Q: 3 clusters Score -1.655323e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134223 members 
Mstep: Class 2 contains 207300 members 
Entering Unmasked Estep 
Score: -16553251.000000 Penalty: 1159.446411
	Iteration 227Q: 3 clusters Score -1.655325e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Mstep: Class 2 contains 207469 members 
Entering Unmasked Estep 
Score: -16553279.000000 Penalty: 1159.446411
	Iteration 228Q: 3 clusters Score -1.655328e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 207676 members 
Entering Unmasked Estep 
Score: -16553306.000000 Penalty: 1159.446411
	Iteration 229Q: 3 clusters Score -1.655331e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 207862 members 
Entering Unmasked Estep 
Score: -16553274.000000 Penalty: 1159.446411
	Iteration 230Q: 3 clusters Score -1.655327e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133502 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -16553252.000000 Penalty: 1159.446411
	Iteration 231Q: 3 clusters Score -1.655325e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 208167 members 
Entering Unmasked Estep 
Score: -16553210.000000 Penalty: 1159.446411
	Iteration 232Q: 3 clusters Score -1.655321e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 208263 members 
Entering Unmasked Estep 
Score: -16553202.000000 Penalty: 1159.446411
	Iteration 233Q: 3 clusters Score -1.65532e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -16553223.000000 Penalty: 1159.446411
	Iteration 234Q: 3 clusters Score -1.655322e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133049 members 
Mstep: Class 2 contains 208474 members 
Entering Unmasked Estep 
Score: -16553246.000000 Penalty: 1159.446411
	Iteration 235Q: 3 clusters Score -1.655325e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132943 members 
Mstep: Class 2 contains 208580 members 
Entering Unmasked Estep 
Score: -16553224.000000 Penalty: 1159.446411
	Iteration 236Q: 3 clusters Score -1.655322e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 208663 members 
Entering Unmasked Estep 
Score: -16553225.000000 Penalty: 1159.446411
	Iteration 237Q: 3 clusters Score -1.655322e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132764 members 
Mstep: Class 2 contains 208759 members 
Entering Unmasked Estep 
Score: -16553216.000000 Penalty: 1159.446411
	Iteration 238Q: 3 clusters Score -1.655322e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132674 members 
Mstep: Class 2 contains 208849 members 
Entering Unmasked Estep 
Score: -16553173.000000 Penalty: 1159.446411
	Iteration 239Q: 3 clusters Score -1.655317e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132585 members 
Mstep: Class 2 contains 208938 members 
Entering Unmasked Estep 
Score: -16553176.000000 Penalty: 1159.446411
	Iteration 240F: 3 clusters Score -1.655318e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132511 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -16553178.000000 Penalty: 1159.446411
	Iteration 241Q: 3 clusters Score -1.655318e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132416 members 
Mstep: Class 2 contains 209107 members 
Entering Unmasked Estep 
Score: -16553180.000000 Penalty: 1159.446411
	Iteration 242Q: 3 clusters Score -1.655318e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132286 members 
Mstep: Class 2 contains 209237 members 
Entering Unmasked Estep 
Score: -16553176.000000 Penalty: 1159.446411
	Iteration 243Q: 3 clusters Score -1.655318e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 209373 members 
Entering Unmasked Estep 
Score: -16553203.000000 Penalty: 1159.446411
	Iteration 244Q: 3 clusters Score -1.65532e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 209570 members 
Entering Unmasked Estep 
Score: -16553166.000000 Penalty: 1159.446411
	Iteration 245Q: 3 clusters Score -1.655317e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 209765 members 
Entering Unmasked Estep 
Score: -16553205.000000 Penalty: 1159.446411
	Iteration 246Q: 3 clusters Score -1.65532e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 209928 members 
Entering Unmasked Estep 
Score: -16553192.000000 Penalty: 1159.446411
	Iteration 247Q: 3 clusters Score -1.655319e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 210086 members 
Entering Unmasked Estep 
Score: -16553154.000000 Penalty: 1159.446411
	Iteration 248Q: 3 clusters Score -1.655315e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 210277 members 
Entering Unmasked Estep 
Score: -16553177.000000 Penalty: 1159.446411
	Iteration 249Q: 3 clusters Score -1.655318e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 210458 members 
Entering Unmasked Estep 
Score: -16553221.000000 Penalty: 1159.446411
	Iteration 250Q: 3 clusters Score -1.655322e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 210658 members 
Entering Unmasked Estep 
Score: -16553251.000000 Penalty: 1159.446411
	Iteration 251Q: 3 clusters Score -1.655325e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130677 members 
Mstep: Class 2 contains 210846 members 
Entering Unmasked Estep 
Score: -16553264.000000 Penalty: 1159.446411
	Iteration 252Q: 3 clusters Score -1.655326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130493 members 
Mstep: Class 2 contains 211030 members 
Entering Unmasked Estep 
Score: -16553278.000000 Penalty: 1159.446411
	Iteration 253Q: 3 clusters Score -1.655328e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130321 members 
Mstep: Class 2 contains 211202 members 
Entering Unmasked Estep 
Score: -16553258.000000 Penalty: 1159.446411
	Iteration 254Q: 3 clusters Score -1.655326e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 211368 members 
Entering Unmasked Estep 
Score: -16553275.000000 Penalty: 1159.446411
	Iteration 255Q: 3 clusters Score -1.655328e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 211537 members 
Entering Unmasked Estep 
Score: -16553288.000000 Penalty: 1159.446411
	Iteration 256Q: 3 clusters Score -1.655329e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 211713 members 
Entering Unmasked Estep 
Score: -16553379.000000 Penalty: 1159.446411
	Iteration 257Q: 3 clusters Score -1.655338e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129599 members 
Mstep: Class 2 contains 211924 members 
Entering Unmasked Estep 
Score: -16553419.000000 Penalty: 1159.446411
	Iteration 258Q: 3 clusters Score -1.655342e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 212164 members 
Entering Unmasked Estep 
Score: -16553478.000000 Penalty: 1159.446411
	Iteration 259Q: 3 clusters Score -1.655348e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 212423 members 
Entering Unmasked Estep 
Score: -16553506.000000 Penalty: 1159.446411
	Iteration 260F: 3 clusters Score -1.655351e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 212649 members 
Entering Unmasked Estep 
Score: -16553512.000000 Penalty: 1159.446411
	Iteration 261Q: 3 clusters Score -1.655351e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 212846 members 
Entering Unmasked Estep 
Score: -16553514.000000 Penalty: 1159.446411
	Iteration 262Q: 3 clusters Score -1.655351e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128476 members 
Mstep: Class 2 contains 213047 members 
Entering Unmasked Estep 
Score: -16553516.000000 Penalty: 1159.446411
	Iteration 263Q: 3 clusters Score -1.655352e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 213259 members 
Entering Unmasked Estep 
Score: -16553477.000000 Penalty: 1159.446411
	Iteration 264Q: 3 clusters Score -1.655348e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 213474 members 
Entering Unmasked Estep 
Score: -16553510.000000 Penalty: 1159.446411
	Iteration 265Q: 3 clusters Score -1.655351e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 213692 members 
Entering Unmasked Estep 
Score: -16553494.000000 Penalty: 1159.446411
	Iteration 266Q: 3 clusters Score -1.655349e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127612 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -16553522.000000 Penalty: 1159.446411
	Iteration 267Q: 3 clusters Score -1.655352e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127408 members 
Mstep: Class 2 contains 214115 members 
Entering Unmasked Estep 
Score: -16553540.000000 Penalty: 1159.446411
	Iteration 268Q: 3 clusters Score -1.655354e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 214299 members 
Entering Unmasked Estep 
Score: -16553574.000000 Penalty: 1159.446411
	Iteration 269Q: 3 clusters Score -1.655357e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127007 members 
Mstep: Class 2 contains 214516 members 
Entering Unmasked Estep 
Score: -16553573.000000 Penalty: 1159.446411
	Iteration 270Q: 3 clusters Score -1.655357e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 214773 members 
Entering Unmasked Estep 
Score: -16553578.000000 Penalty: 1159.446411
	Iteration 271Q: 3 clusters Score -1.655358e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 214981 members 
Entering Unmasked Estep 
Score: -16553636.000000 Penalty: 1159.446411
	Iteration 272Q: 3 clusters Score -1.655364e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 215204 members 
Entering Unmasked Estep 
Score: -16553745.000000 Penalty: 1159.446411
	Iteration 273Q: 3 clusters Score -1.655374e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 215432 members 
Entering Unmasked Estep 
Score: -16553775.000000 Penalty: 1159.446411
	Iteration 274Q: 3 clusters Score -1.655378e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 215654 members 
Entering Unmasked Estep 
Score: -16553808.000000 Penalty: 1159.446411
	Iteration 275Q: 3 clusters Score -1.655381e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 215892 members 
Entering Unmasked Estep 
Score: -16553856.000000 Penalty: 1159.446411
	Iteration 276Q: 3 clusters Score -1.655386e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 216122 members 
Entering Unmasked Estep 
Score: -16553856.000000 Penalty: 1159.446411
	Iteration 277Q: 3 clusters Score -1.655386e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 216337 members 
Entering Unmasked Estep 
Score: -16553840.000000 Penalty: 1159.446411
	Iteration 278Q: 3 clusters Score -1.655384e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 216585 members 
Entering Unmasked Estep 
Score: -16553862.000000 Penalty: 1159.446411
	Iteration 279Q: 3 clusters Score -1.655386e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -16553900.000000 Penalty: 1159.446411
	Iteration 280F: 3 clusters Score -1.65539e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 217043 members 
Entering Unmasked Estep 
Score: -16553933.000000 Penalty: 1159.446411
	Iteration 281Q: 3 clusters Score -1.655393e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124218 members 
Mstep: Class 2 contains 217305 members 
Entering Unmasked Estep 
Score: -16553975.000000 Penalty: 1159.446411
	Iteration 282Q: 3 clusters Score -1.655398e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 217546 members 
Entering Unmasked Estep 
Score: -16553996.000000 Penalty: 1159.446411
	Iteration 283Q: 3 clusters Score -1.6554e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 217763 members 
Entering Unmasked Estep 
Score: -16554018.000000 Penalty: 1159.446411
	Iteration 284Q: 3 clusters Score -1.655402e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 217961 members 
Entering Unmasked Estep 
Score: -16554064.000000 Penalty: 1159.446411
	Iteration 285Q: 3 clusters Score -1.655406e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 218159 members 
Entering Unmasked Estep 
Score: -16554098.000000 Penalty: 1159.446411
	Iteration 286Q: 3 clusters Score -1.65541e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123158 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -16554095.000000 Penalty: 1159.446411
	Iteration 287Q: 3 clusters Score -1.65541e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 218574 members 
Entering Unmasked Estep 
Score: -16554133.000000 Penalty: 1159.446411
	Iteration 288Q: 3 clusters Score -1.655413e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 218778 members 
Entering Unmasked Estep 
Score: -16554177.000000 Penalty: 1159.446411
	Iteration 289Q: 3 clusters Score -1.655418e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 218993 members 
Entering Unmasked Estep 
Score: -16554261.000000 Penalty: 1159.446411
	Iteration 290Q: 3 clusters Score -1.655426e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 219209 members 
Entering Unmasked Estep 
Score: -16554283.000000 Penalty: 1159.446411
	Iteration 291Q: 3 clusters Score -1.655428e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Mstep: Class 2 contains 219420 members 
Entering Unmasked Estep 
Score: -16554322.000000 Penalty: 1159.446411
	Iteration 292Q: 3 clusters Score -1.655432e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 219628 members 
Entering Unmasked Estep 
Score: -16554299.000000 Penalty: 1159.446411
	Iteration 293Q: 3 clusters Score -1.65543e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 219827 members 
Entering Unmasked Estep 
Score: -16554323.000000 Penalty: 1159.446411
	Iteration 294Q: 3 clusters Score -1.655432e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121452 members 
Mstep: Class 2 contains 220071 members 
Entering Unmasked Estep 
Score: -16554352.000000 Penalty: 1159.446411
	Iteration 295Q: 3 clusters Score -1.655435e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 220328 members 
Entering Unmasked Estep 
Score: -16554404.000000 Penalty: 1159.446411
	Iteration 296Q: 3 clusters Score -1.65544e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 220628 members 
Entering Unmasked Estep 
Score: -16554444.000000 Penalty: 1159.446411
	Iteration 297Q: 3 clusters Score -1.655444e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 220954 members 
Entering Unmasked Estep 
Score: -16554513.000000 Penalty: 1159.446411
	Iteration 298Q: 3 clusters Score -1.655451e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 221285 members 
Entering Unmasked Estep 
Score: -16554563.000000 Penalty: 1159.446411
	Iteration 299Q: 3 clusters Score -1.655456e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 221639 members 
Entering Unmasked Estep 
Score: -16554622.000000 Penalty: 1159.446411
	Iteration 300F: 3 clusters Score -1.655462e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 222009 members 
Entering Unmasked Estep 
Score: -16554675.000000 Penalty: 1159.446411
	Iteration 301Q: 3 clusters Score -1.655468e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 222405 members 
Entering Unmasked Estep 
Score: -16554749.000000 Penalty: 1159.446411
	Iteration 302Q: 3 clusters Score -1.655475e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 222811 members 
Entering Unmasked Estep 
Score: -16554803.000000 Penalty: 1159.446411
	Iteration 303Q: 3 clusters Score -1.65548e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 223266 members 
Entering Unmasked Estep 
Score: -16554870.000000 Penalty: 1159.446411
	Iteration 304Q: 3 clusters Score -1.655487e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117751 members 
Mstep: Class 2 contains 223772 members 
Entering Unmasked Estep 
Score: -16554963.000000 Penalty: 1159.446411
	Iteration 305Q: 3 clusters Score -1.655496e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 224264 members 
Entering Unmasked Estep 
Score: -16555060.000000 Penalty: 1159.446411
	Iteration 306Q: 3 clusters Score -1.655506e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 224714 members 
Entering Unmasked Estep 
Score: -16555153.000000 Penalty: 1159.446411
	Iteration 307Q: 3 clusters Score -1.655515e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 225210 members 
Entering Unmasked Estep 
Score: -16555233.000000 Penalty: 1159.446411
	Iteration 308Q: 3 clusters Score -1.655523e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 225698 members 
Entering Unmasked Estep 
Score: -16555328.000000 Penalty: 1159.446411
	Iteration 309Q: 3 clusters Score -1.655533e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 226238 members 
Entering Unmasked Estep 
Score: -16555422.000000 Penalty: 1159.446411
	Iteration 310Q: 3 clusters Score -1.655542e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 226777 members 
Entering Unmasked Estep 
Score: -16555494.000000 Penalty: 1159.446411
	Iteration 311Q: 3 clusters Score -1.655549e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 227371 members 
Entering Unmasked Estep 
Score: -16555607.000000 Penalty: 1159.446411
	Iteration 312Q: 3 clusters Score -1.655561e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113487 members 
Mstep: Class 2 contains 228036 members 
Entering Unmasked Estep 
Score: -16555687.000000 Penalty: 1159.446411
	Iteration 313Q: 3 clusters Score -1.655569e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 228727 members 
Entering Unmasked Estep 
Score: -16555770.000000 Penalty: 1159.446411
	Iteration 314Q: 3 clusters Score -1.655577e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112052 members 
Mstep: Class 2 contains 229471 members 
Entering Unmasked Estep 
Score: -16555934.000000 Penalty: 1159.446411
	Iteration 315Q: 3 clusters Score -1.655593e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 230273 members 
Entering Unmasked Estep 
Score: -16556102.000000 Penalty: 1159.446411
	Iteration 316Q: 3 clusters Score -1.65561e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -16556301.000000 Penalty: 1159.446411
	Iteration 317Q: 3 clusters Score -1.65563e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 232019 members 
Entering Unmasked Estep 
Score: -16556442.000000 Penalty: 1159.446411
	Iteration 318Q: 3 clusters Score -1.655644e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 232876 members 
Entering Unmasked Estep 
Score: -16556586.000000 Penalty: 1159.446411
	Iteration 319Q: 3 clusters Score -1.655659e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -16556782.000000 Penalty: 1159.446411
	Iteration 320F: 3 clusters Score -1.655678e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 234725 members 
Entering Unmasked Estep 
Score: -16556959.000000 Penalty: 1159.446411
	Iteration 321Q: 3 clusters Score -1.655696e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105807 members 
Mstep: Class 2 contains 235716 members 
Entering Unmasked Estep 
Score: -16557183.000000 Penalty: 1159.446411
	Iteration 322Q: 3 clusters Score -1.655718e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 236764 members 
Entering Unmasked Estep 
Score: -16557427.000000 Penalty: 1159.446411
	Iteration 323Q: 3 clusters Score -1.655743e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103649 members 
Mstep: Class 2 contains 237874 members 
Entering Unmasked Estep 
Score: -16557726.000000 Penalty: 1159.446411
	Iteration 324Q: 3 clusters Score -1.655773e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 239109 members 
Entering Unmasked Estep 
Score: -16558025.000000 Penalty: 1159.446411
	Iteration 325Q: 3 clusters Score -1.655802e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 240434 members 
Entering Unmasked Estep 
Score: -16558232.000000 Penalty: 1159.446411
	Iteration 326Q: 3 clusters Score -1.655823e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 241762 members 
Entering Unmasked Estep 
Score: -16558535.000000 Penalty: 1159.446411
	Iteration 327Q: 3 clusters Score -1.655854e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 243138 members 
Entering Unmasked Estep 
Score: -16558813.000000 Penalty: 1159.446411
	Iteration 328Q: 3 clusters Score -1.655881e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 244574 members 
Entering Unmasked Estep 
Score: -16559077.000000 Penalty: 1159.446411
	Iteration 329Q: 3 clusters Score -1.655908e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 246071 members 
Entering Unmasked Estep 
Score: -16559533.000000 Penalty: 1159.446411
	Iteration 330Q: 3 clusters Score -1.655953e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 247642 members 
Entering Unmasked Estep 
Score: -16559953.000000 Penalty: 1159.446411
	Iteration 331Q: 3 clusters Score -1.655995e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 249330 members 
Entering Unmasked Estep 
Score: -16560374.000000 Penalty: 1159.446411
	Iteration 332Q: 3 clusters Score -1.656037e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 250995 members 
Entering Unmasked Estep 
Score: -16560754.000000 Penalty: 1159.446411
	Iteration 333Q: 3 clusters Score -1.656075e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 252612 members 
Entering Unmasked Estep 
Score: -16561199.000000 Penalty: 1159.446411
	Iteration 334Q: 3 clusters Score -1.65612e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 254356 members 
Entering Unmasked Estep 
Score: -16561483.000000 Penalty: 1159.446411
	Iteration 335Q: 3 clusters Score -1.656148e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 256186 members 
Entering Unmasked Estep 
Score: -16561879.000000 Penalty: 1159.446411
	Iteration 336Q: 3 clusters Score -1.656188e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 258120 members 
Entering Unmasked Estep 
Score: -16562389.000000 Penalty: 1159.446411
	Iteration 337Q: 3 clusters Score -1.656239e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 260099 members 
Entering Unmasked Estep 
Score: -16562754.000000 Penalty: 1159.446411
	Iteration 338Q: 3 clusters Score -1.656275e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 262074 members 
Entering Unmasked Estep 
Score: -16563007.000000 Penalty: 1159.446411
	Iteration 339Q: 3 clusters Score -1.656301e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 263945 members 
Entering Unmasked Estep 
Score: -16563282.000000 Penalty: 1159.446411
	Iteration 340F: 3 clusters Score -1.656328e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 265789 members 
Entering Unmasked Estep 
Score: -16563475.000000 Penalty: 1159.446411
	Iteration 341Q: 3 clusters Score -1.656348e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 267707 members 
Entering Unmasked Estep 
Score: -16563874.000000 Penalty: 1159.446411
	Iteration 342Q: 3 clusters Score -1.656387e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 269549 members 
Entering Unmasked Estep 
Score: -16564245.000000 Penalty: 1159.446411
	Iteration 343Q: 3 clusters Score -1.656424e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 271419 members 
Entering Unmasked Estep 
Score: -16564589.000000 Penalty: 1159.446411
	Iteration 344Q: 3 clusters Score -1.656459e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 273275 members 
Entering Unmasked Estep 
Score: -16565115.000000 Penalty: 1159.446411
	Iteration 345Q: 3 clusters Score -1.656512e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 275306 members 
Entering Unmasked Estep 
Score: -16565812.000000 Penalty: 1159.446411
	Iteration 346Q: 3 clusters Score -1.656581e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 277411 members 
Entering Unmasked Estep 
Score: -16566606.000000 Penalty: 1159.446411
	Iteration 347Q: 3 clusters Score -1.656661e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 279589 members 
Entering Unmasked Estep 
Score: -16567357.000000 Penalty: 1159.446411
	Iteration 348Q: 3 clusters Score -1.656736e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 281847 members 
Entering Unmasked Estep 
Score: -16568277.000000 Penalty: 1159.446411
	Iteration 349Q: 3 clusters Score -1.656828e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 284195 members 
Entering Unmasked Estep 
Score: -16568953.000000 Penalty: 1159.446411
	Iteration 350Q: 3 clusters Score -1.656895e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 286491 members 
Entering Unmasked Estep 
Score: -16569566.000000 Penalty: 1159.446411
	Iteration 351Q: 3 clusters Score -1.656957e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 288745 members 
Entering Unmasked Estep 
Score: -16570346.000000 Penalty: 1159.446411
	Iteration 352Q: 3 clusters Score -1.657035e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 291004 members 
Entering Unmasked Estep 
Score: -16570963.000000 Penalty: 1159.446411
	Iteration 353Q: 3 clusters Score -1.657096e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 293267 members 
Entering Unmasked Estep 
Score: -16571551.000000 Penalty: 1159.446411
	Iteration 354Q: 3 clusters Score -1.657155e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 295594 members 
Entering Unmasked Estep 
Score: -16572400.000000 Penalty: 1159.446411
	Iteration 355Q: 3 clusters Score -1.65724e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 297868 members 
Entering Unmasked Estep 
Score: -16573355.000000 Penalty: 1159.446411
	Iteration 356Q: 3 clusters Score -1.657336e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 300119 members 
Entering Unmasked Estep 
Score: -16574176.000000 Penalty: 1159.446411
	Iteration 357Q: 3 clusters Score -1.657418e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 302395 members 
Entering Unmasked Estep 
Score: -16574972.000000 Penalty: 1159.446411
	Iteration 358Q: 3 clusters Score -1.657497e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 304625 members 
Entering Unmasked Estep 
Score: -16575813.000000 Penalty: 1159.446411
	Iteration 359Q: 3 clusters Score -1.657581e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 306767 members 
Entering Unmasked Estep 
Score: -16576524.000000 Penalty: 1159.446411
	Iteration 360F: 3 clusters Score -1.657652e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 308850 members 
Entering Unmasked Estep 
Score: -16577134.000000 Penalty: 1159.446411
	Iteration 361Q: 3 clusters Score -1.657713e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 310878 members 
Entering Unmasked Estep 
Score: -16577739.000000 Penalty: 1159.446411
	Iteration 362Q: 3 clusters Score -1.657774e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 312908 members 
Entering Unmasked Estep 
Score: -16578332.000000 Penalty: 1159.446411
	Iteration 363Q: 3 clusters Score -1.657833e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 314777 members 
Entering Unmasked Estep 
Score: -16578924.000000 Penalty: 1159.446411
	Iteration 364Q: 3 clusters Score -1.657892e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 316653 members 
Entering Unmasked Estep 
Score: -16579541.000000 Penalty: 1159.446411
	Iteration 365Q: 3 clusters Score -1.657954e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 318509 members 
Entering Unmasked Estep 
Score: -16580130.000000 Penalty: 1159.446411
	Iteration 366Q: 3 clusters Score -1.658013e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 320274 members 
Entering Unmasked Estep 
Score: -16580857.000000 Penalty: 1159.446411
	Iteration 367Q: 3 clusters Score -1.658086e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 321953 members 
Entering Unmasked Estep 
Score: -16581519.000000 Penalty: 1159.446411
	Iteration 368Q: 3 clusters Score -1.658152e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 323619 members 
Entering Unmasked Estep 
Score: -16582118.000000 Penalty: 1159.446411
	Iteration 369Q: 3 clusters Score -1.658212e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 325281 members 
Entering Unmasked Estep 
Score: -16582666.000000 Penalty: 1159.446411
	Iteration 370Q: 3 clusters Score -1.658267e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 326870 members 
Entering Unmasked Estep 
Score: -16583187.000000 Penalty: 1159.446411
	Iteration 371Q: 3 clusters Score -1.658319e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 328442 members 
Entering Unmasked Estep 
Score: -16583724.000000 Penalty: 1159.446411
	Iteration 372Q: 3 clusters Score -1.658372e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 330022 members 
Entering Unmasked Estep 
Score: -16584489.000000 Penalty: 1159.446411
	Iteration 373Q: 3 clusters Score -1.658449e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 331612 members 
Entering Unmasked Estep 
Score: -16585234.000000 Penalty: 1159.446411
	Iteration 374Q: 3 clusters Score -1.658523e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 333104 members 
Entering Unmasked Estep 
Score: -16585930.000000 Penalty: 1159.446411
	Iteration 375Q: 3 clusters Score -1.658593e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 334512 members 
Entering Unmasked Estep 
Score: -16586313.000000 Penalty: 1159.446411
	Iteration 376Q: 3 clusters Score -1.658631e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 335813 members 
Entering Unmasked Estep 
Score: -16586464.000000 Penalty: 1159.446411
	Iteration 377Q: 3 clusters Score -1.658646e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 336992 members 
Entering Unmasked Estep 
Score: -16586546.000000 Penalty: 1159.446411
	Iteration 378Q: 3 clusters Score -1.658655e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 337952 members 
Entering Unmasked Estep 
Score: -16586660.000000 Penalty: 1159.446411
	Iteration 379Q: 3 clusters Score -1.658666e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 338756 members 
Entering Unmasked Estep 
Score: -16586821.000000 Penalty: 1159.446411
	Iteration 380F: 3 clusters Score -1.658682e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 339323 members 
Entering Unmasked Estep 
Score: -16586849.000000 Penalty: 1159.446411
	Iteration 381Q: 3 clusters Score -1.658685e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 339763 members 
Entering Unmasked Estep 
Score: -16586870.000000 Penalty: 1159.446411
	Iteration 382Q: 3 clusters Score -1.658687e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 340110 members 
Entering Unmasked Estep 
Score: -16586913.000000 Penalty: 1159.446411
	Iteration 383Q: 3 clusters Score -1.658691e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 340373 members 
Entering Unmasked Estep 
Score: -16586899.000000 Penalty: 1159.446411
	Iteration 384Q: 3 clusters Score -1.65869e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 340585 members 
Entering Unmasked Estep 
Score: -16586936.000000 Penalty: 1159.446411
	Iteration 385Q: 3 clusters Score -1.658694e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 340741 members 
Entering Unmasked Estep 
Score: -16586961.000000 Penalty: 1159.446411
	Iteration 386Q: 3 clusters Score -1.658696e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 340843 members 
Entering Unmasked Estep 
Score: -16586941.000000 Penalty: 1159.446411
	Iteration 387Q: 3 clusters Score -1.658694e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 340911 members 
Entering Unmasked Estep 
Score: -16586929.000000 Penalty: 1159.446411
	Iteration 388Q: 3 clusters Score -1.658693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 340969 members 
Entering Unmasked Estep 
Score: -16586906.000000 Penalty: 1159.446411
	Iteration 389Q: 3 clusters Score -1.658691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 341023 members 
Entering Unmasked Estep 
Score: -16586921.000000 Penalty: 1159.446411
	Iteration 390Q: 3 clusters Score -1.658692e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 341065 members 
Entering Unmasked Estep 
Score: -16586919.000000 Penalty: 1159.446411
	Iteration 391Q: 3 clusters Score -1.658692e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 341097 members 
Entering Unmasked Estep 
Score: -16586934.000000 Penalty: 1159.446411
	Iteration 392Q: 3 clusters Score -1.658693e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 341120 members 
Entering Unmasked Estep 
Score: -16586925.000000 Penalty: 1159.446411
	Iteration 393Q: 3 clusters Score -1.658692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 341131 members 
Entering Unmasked Estep 
Score: -16586939.000000 Penalty: 1159.446411
	Iteration 394Q: 3 clusters Score -1.658694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341141 members 
Entering Unmasked Estep 
Score: -16586936.000000 Penalty: 1159.446411
	Iteration 395Q: 3 clusters Score -1.658694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341147 members 
Entering Unmasked Estep 
Score: -16586921.000000 Penalty: 1159.446411
	Iteration 396Q: 3 clusters Score -1.658692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 341150 members 
Entering Unmasked Estep 
Score: -16586922.000000 Penalty: 1159.446411
	Iteration 397Q: 3 clusters Score -1.658692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 341150 members 
Entering Unmasked Estep 
Score: -16586932.000000 Penalty: 1159.446411
	Iteration 398Q: 3 clusters Score -1.658693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341149 members 
Entering Unmasked Estep 
Score: -16586944.000000 Penalty: 1159.446411
	Iteration 399Q: 3 clusters Score -1.658694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 341150 members 
Entering Unmasked Estep 
Score: -16586940.000000 Penalty: 1159.446411
	Iteration 400F: 3 clusters Score -1.658694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 341151 members 
Entering Unmasked Estep 
Score: -16586943.000000 Penalty: 1159.446411
	Iteration 401Q: 3 clusters Score -1.658694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341155 members 
Entering Unmasked Estep 
Score: -16586943.000000 Penalty: 1159.446411
	Iteration 402Q: 3 clusters Score -1.658694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341156 members 
Entering Unmasked Estep 
Score: -16586946.000000 Penalty: 1159.446411
	Iteration 403Q: 3 clusters Score -1.658695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341155 members 
Entering Unmasked Estep 
Score: -16586945.000000 Penalty: 1159.446411
	Iteration 404Q: 3 clusters Score -1.658694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341155 members 
Entering Unmasked Estep 
Score: -16586959.000000 Penalty: 1159.446411
	Iteration 405Q: 3 clusters Score -1.658696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341155 members 
Entering Unmasked Estep 
Score: -16586957.000000 Penalty: 1159.446411
	Iteration 406Q: 3 clusters Score -1.658696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341156 members 
Entering Unmasked Estep 
Score: -16586966.000000 Penalty: 1159.446411
	Iteration 407Q: 3 clusters Score -1.658697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341156 members 
Entering Unmasked Estep 
Score: -16586966.000000 Penalty: 1159.446411
	Iteration 408F: 3 clusters Score -1.658697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -188763.312500 Penalty: 379.836945
	Iteration 0F: 2 clusters Score -188763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -185893.953125 Penalty: 759.673889
	Iteration 0F: 3 clusters Score -185894 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -186878.687500 Penalty: 759.673889
	Iteration 1F: 3 clusters Score -186878.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -186952.843750 Penalty: 759.673889
	Iteration 2F: 3 clusters Score -186952.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -187030.468750 Penalty: 759.673889
	Iteration 3Q: 3 clusters Score -187030.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -187122.484375 Penalty: 759.673889
	Iteration 4Q: 3 clusters Score -187122.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -187243.093750 Penalty: 759.673889
	Iteration 5Q: 3 clusters Score -187243.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -187393.906250 Penalty: 759.673889
	Iteration 6Q: 3 clusters Score -187393.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -187606.531250 Penalty: 759.673889
	Iteration 7F: 3 clusters Score -187606.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -187848.515625 Penalty: 759.673889
	Iteration 8F: 3 clusters Score -187848.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -188038.890625 Penalty: 759.673889
	Iteration 9F: 3 clusters Score -188038.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -188160.812500 Penalty: 759.673889
	Iteration 10Q: 3 clusters Score -188160.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -188241.750000 Penalty: 759.673889
	Iteration 11Q: 3 clusters Score -188241.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -188295.218750 Penalty: 759.673889
	Iteration 12Q: 3 clusters Score -188295.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -188344.671875 Penalty: 759.673889
	Iteration 13Q: 3 clusters Score -188344.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -188397.375000 Penalty: 759.673889
	Iteration 14Q: 3 clusters Score -188397.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -188472.750000 Penalty: 759.673889
	Iteration 15Q: 3 clusters Score -188472.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -188530.437500 Penalty: 759.673889
	Iteration 16Q: 3 clusters Score -188530.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -188557.843750 Penalty: 759.673889
	Iteration 17Q: 3 clusters Score -188557.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -188574.671875 Penalty: 759.673889
	Iteration 18Q: 3 clusters Score -188574.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -188588.421875 Penalty: 759.673889
	Iteration 19Q: 3 clusters Score -188588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -188597.906250 Penalty: 759.673889
	Iteration 20F: 3 clusters Score -188597.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -188605.500000 Penalty: 759.673889
	Iteration 21Q: 3 clusters Score -188605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -188610.406250 Penalty: 759.673889
	Iteration 22Q: 3 clusters Score -188610.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -188613.140625 Penalty: 759.673889
	Iteration 23Q: 3 clusters Score -188613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -188615.546875 Penalty: 759.673889
	Iteration 24Q: 3 clusters Score -188615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -188618.468750 Penalty: 759.673889
	Iteration 25Q: 3 clusters Score -188618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -188619.937500 Penalty: 759.673889
	Iteration 26Q: 3 clusters Score -188619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -188620.812500 Penalty: 759.673889
	Iteration 27Q: 3 clusters Score -188620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -188621.562500 Penalty: 759.673889
	Iteration 28Q: 3 clusters Score -188621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -188622.078125 Penalty: 759.673889
	Iteration 29Q: 3 clusters Score -188622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -188622.578125 Penalty: 759.673889
	Iteration 30Q: 3 clusters Score -188622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -188622.718750 Penalty: 759.673889
	Iteration 31Q: 3 clusters Score -188622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -188623.031250 Penalty: 759.673889
	Iteration 32Q: 3 clusters Score -188623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -188623.828125 Penalty: 759.673889
	Iteration 33Q: 3 clusters Score -188623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -188624.718750 Penalty: 759.673889
	Iteration 34Q: 3 clusters Score -188624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -188625.765625 Penalty: 759.673889
	Iteration 35Q: 3 clusters Score -188625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -188626.468750 Penalty: 759.673889
	Iteration 36Q: 3 clusters Score -188626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -188626.625000 Penalty: 759.673889
	Iteration 37Q: 3 clusters Score -188626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -188626.734375 Penalty: 759.673889
	Iteration 38Q: 3 clusters Score -188626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -188627.125000 Penalty: 759.673889
	Iteration 39Q: 3 clusters Score -188627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -188627.578125 Penalty: 759.673889
	Iteration 40F: 3 clusters Score -188627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -188627.921875 Penalty: 759.673889
	Iteration 41Q: 3 clusters Score -188627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -188627.765625 Penalty: 759.673889
	Iteration 42Q: 3 clusters Score -188627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -188627.765625 Penalty: 759.673889
	Iteration 43F: 3 clusters Score -188627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -34926.707031 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -34926.71 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 390 members 
Entering Unmasked Estep 
Score: -34293.000000 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -34293 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34456.246094 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -34456.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34497.484375 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -34497.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34518.347656 Penalty: 601.695740
	Iteration 3Q: 3 clusters Score -34518.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -34530.093750 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -34530.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34541.625000 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -34541.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34549.507812 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -34549.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -34556.078125 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -34556.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34564.253906 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -34564.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -34574.539062 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -34574.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34579.664062 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -34579.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34587.949219 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -34587.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -34599.050781 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -34599.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -34612.281250 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -34612.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34619.562500 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -34619.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -34624.265625 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -34624.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -34628.617188 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -34628.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -34631.218750 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -34631.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34633.761719 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -34633.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34636.945312 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -34636.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -34639.500000 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -34639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34640.140625 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -34640.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34640.644531 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -34640.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34641.125000 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -34641.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34641.125000 Penalty: 601.695740
	Iteration 24F: 3 clusters Score -34641.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Entering Unmasked Estep 
Score: -3447583.500000 Penalty: 506.143677
	Iteration 0F: 2 clusters Score -3447584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3401688.250000 Penalty: 1012.287354
	Iteration 0F: 3 clusters Score -3401688 nChanged 33031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -3421849.000000 Penalty: 1012.287354
	Iteration 1F: 3 clusters Score -3421849 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -3423629.750000 Penalty: 1012.287354
	Iteration 2F: 3 clusters Score -3423630 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -3426742.000000 Penalty: 1012.287354
	Iteration 3F: 3 clusters Score -3426742 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -3431444.500000 Penalty: 1012.287354
	Iteration 4F: 3 clusters Score -3431444 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -3436800.000000 Penalty: 1012.287354
	Iteration 5F: 3 clusters Score -3436800 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -3440719.500000 Penalty: 1012.287354
	Iteration 6F: 3 clusters Score -3440720 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -3442479.500000 Penalty: 1012.287354
	Iteration 7Q: 3 clusters Score -3442480 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -3443115.250000 Penalty: 1012.287354
	Iteration 8Q: 3 clusters Score -3443115 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -3443551.500000 Penalty: 1012.287354
	Iteration 9Q: 3 clusters Score -3443552 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -3443932.500000 Penalty: 1012.287354
	Iteration 10Q: 3 clusters Score -3443932 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -3444299.750000 Penalty: 1012.287354
	Iteration 11Q: 3 clusters Score -3444300 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -3444676.750000 Penalty: 1012.287354
	Iteration 12Q: 3 clusters Score -3444677 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -3444994.250000 Penalty: 1012.287354
	Iteration 13Q: 3 clusters Score -3444994 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -3445252.500000 Penalty: 1012.287354
	Iteration 14Q: 3 clusters Score -3445252 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -3445492.750000 Penalty: 1012.287354
	Iteration 15Q: 3 clusters Score -3445493 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -3445669.500000 Penalty: 1012.287354
	Iteration 16Q: 3 clusters Score -3445670 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -3445847.250000 Penalty: 1012.287354
	Iteration 17Q: 3 clusters Score -3445847 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -3445976.500000 Penalty: 1012.287354
	Iteration 18Q: 3 clusters Score -3445976 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -3446094.500000 Penalty: 1012.287354
	Iteration 19Q: 3 clusters Score -3446094 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -3446193.750000 Penalty: 1012.287354
	Iteration 20F: 3 clusters Score -3446194 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -3446278.750000 Penalty: 1012.287354
	Iteration 21Q: 3 clusters Score -3446279 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -3446341.000000 Penalty: 1012.287354
	Iteration 22Q: 3 clusters Score -3446341 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -3446405.000000 Penalty: 1012.287354
	Iteration 23Q: 3 clusters Score -3446405 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -3446464.250000 Penalty: 1012.287354
	Iteration 24Q: 3 clusters Score -3446464 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -3446513.500000 Penalty: 1012.287354
	Iteration 25Q: 3 clusters Score -3446514 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -3446565.500000 Penalty: 1012.287354
	Iteration 26Q: 3 clusters Score -3446566 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -3446606.750000 Penalty: 1012.287354
	Iteration 27Q: 3 clusters Score -3446607 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -3446649.250000 Penalty: 1012.287354
	Iteration 28Q: 3 clusters Score -3446649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -3446694.750000 Penalty: 1012.287354
	Iteration 29Q: 3 clusters Score -3446695 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -3446722.000000 Penalty: 1012.287354
	Iteration 30Q: 3 clusters Score -3446722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -3446741.500000 Penalty: 1012.287354
	Iteration 31Q: 3 clusters Score -3446742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -3446770.500000 Penalty: 1012.287354
	Iteration 32Q: 3 clusters Score -3446770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -3446805.000000 Penalty: 1012.287354
	Iteration 33Q: 3 clusters Score -3446805 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -3446829.500000 Penalty: 1012.287354
	Iteration 34Q: 3 clusters Score -3446830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -3446853.750000 Penalty: 1012.287354
	Iteration 35Q: 3 clusters Score -3446854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -3446865.500000 Penalty: 1012.287354
	Iteration 36Q: 3 clusters Score -3446866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -3446884.750000 Penalty: 1012.287354
	Iteration 37Q: 3 clusters Score -3446885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -3446902.000000 Penalty: 1012.287354
	Iteration 38Q: 3 clusters Score -3446902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -3446930.500000 Penalty: 1012.287354
	Iteration 39Q: 3 clusters Score -3446930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -3446945.250000 Penalty: 1012.287354
	Iteration 40F: 3 clusters Score -3446945 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 65298 members 
Entering Unmasked Estep 
Score: -3446977.000000 Penalty: 1012.287354
	Iteration 41Q: 3 clusters Score -3446977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -3446999.500000 Penalty: 1012.287354
	Iteration 42Q: 3 clusters Score -3447000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -3447024.000000 Penalty: 1012.287354
	Iteration 43Q: 3 clusters Score -3447024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -3447034.250000 Penalty: 1012.287354
	Iteration 44Q: 3 clusters Score -3447034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -3447057.000000 Penalty: 1012.287354
	Iteration 45Q: 3 clusters Score -3447057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -3447074.750000 Penalty: 1012.287354
	Iteration 46Q: 3 clusters Score -3447075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -3447089.000000 Penalty: 1012.287354
	Iteration 47Q: 3 clusters Score -3447089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -3447109.250000 Penalty: 1012.287354
	Iteration 48Q: 3 clusters Score -3447109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -3447119.000000 Penalty: 1012.287354
	Iteration 49Q: 3 clusters Score -3447119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -3447133.500000 Penalty: 1012.287354
	Iteration 50Q: 3 clusters Score -3447134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -3447146.250000 Penalty: 1012.287354
	Iteration 51Q: 3 clusters Score -3447146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -3447159.250000 Penalty: 1012.287354
	Iteration 52Q: 3 clusters Score -3447159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -3447165.500000 Penalty: 1012.287354
	Iteration 53Q: 3 clusters Score -3447166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -3447180.750000 Penalty: 1012.287354
	Iteration 54Q: 3 clusters Score -3447181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -3447190.250000 Penalty: 1012.287354
	Iteration 55Q: 3 clusters Score -3447190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -3447206.500000 Penalty: 1012.287354
	Iteration 56Q: 3 clusters Score -3447206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -3447208.250000 Penalty: 1012.287354
	Iteration 57Q: 3 clusters Score -3447208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -3447218.000000 Penalty: 1012.287354
	Iteration 58Q: 3 clusters Score -3447218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -3447224.000000 Penalty: 1012.287354
	Iteration 59Q: 3 clusters Score -3447224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -3447240.750000 Penalty: 1012.287354
	Iteration 60F: 3 clusters Score -3447241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -3447240.750000 Penalty: 1012.287354
	Iteration 61Q: 3 clusters Score -3447241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -3447250.500000 Penalty: 1012.287354
	Iteration 62Q: 3 clusters Score -3447250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -3447251.000000 Penalty: 1012.287354
	Iteration 63Q: 3 clusters Score -3447251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -3447251.000000 Penalty: 1012.287354
	Iteration 64Q: 3 clusters Score -3447251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -3447253.500000 Penalty: 1012.287354
	Iteration 65Q: 3 clusters Score -3447254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -3447253.000000 Penalty: 1012.287354
	Iteration 66Q: 3 clusters Score -3447253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -3447258.250000 Penalty: 1012.287354
	Iteration 67Q: 3 clusters Score -3447258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -3447266.250000 Penalty: 1012.287354
	Iteration 68Q: 3 clusters Score -3447266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -3447262.750000 Penalty: 1012.287354
	Iteration 69Q: 3 clusters Score -3447263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -3447261.500000 Penalty: 1012.287354
	Iteration 70Q: 3 clusters Score -3447262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -3447266.000000 Penalty: 1012.287354
	Iteration 71Q: 3 clusters Score -3447266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -3447265.750000 Penalty: 1012.287354
	Iteration 72Q: 3 clusters Score -3447266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -3447265.250000 Penalty: 1012.287354
	Iteration 73Q: 3 clusters Score -3447265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -3447265.750000 Penalty: 1012.287354
	Iteration 74Q: 3 clusters Score -3447266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -3447263.750000 Penalty: 1012.287354
	Iteration 75Q: 3 clusters Score -3447264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -3447266.500000 Penalty: 1012.287354
	Iteration 76Q: 3 clusters Score -3447266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -3447266.250000 Penalty: 1012.287354
	Iteration 77Q: 3 clusters Score -3447266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -3447265.750000 Penalty: 1012.287354
	Iteration 78Q: 3 clusters Score -3447266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -3447265.000000 Penalty: 1012.287354
	Iteration 79Q: 3 clusters Score -3447265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -3447265.750000 Penalty: 1012.287354
	Iteration 80F: 3 clusters Score -3447266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -3447269.000000 Penalty: 1012.287354
	Iteration 81Q: 3 clusters Score -3447269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -3447268.500000 Penalty: 1012.287354
	Iteration 82Q: 3 clusters Score -3447268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -3447271.000000 Penalty: 1012.287354
	Iteration 83Q: 3 clusters Score -3447271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -3447270.250000 Penalty: 1012.287354
	Iteration 84Q: 3 clusters Score -3447270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -3447273.000000 Penalty: 1012.287354
	Iteration 85Q: 3 clusters Score -3447273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -3447274.500000 Penalty: 1012.287354
	Iteration 86Q: 3 clusters Score -3447274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -3447274.750000 Penalty: 1012.287354
	Iteration 87Q: 3 clusters Score -3447275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -3447275.750000 Penalty: 1012.287354
	Iteration 88Q: 3 clusters Score -3447276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -3447275.750000 Penalty: 1012.287354
	Iteration 89F: 3 clusters Score -3447276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -430112.968750 Penalty: 410.718414
	Iteration 0F: 2 clusters Score -430113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -424574.812500 Penalty: 821.436829
	Iteration 0F: 3 clusters Score -424574.8 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -427254.812500 Penalty: 821.436829
	Iteration 1F: 3 clusters Score -427254.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -427818.125000 Penalty: 821.436829
	Iteration 2F: 3 clusters Score -427818.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -428468.500000 Penalty: 821.436829
	Iteration 3F: 3 clusters Score -428468.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -429093.031250 Penalty: 821.436829
	Iteration 4F: 3 clusters Score -429093 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -429418.062500 Penalty: 821.436829
	Iteration 5F: 3 clusters Score -429418.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -429530.750000 Penalty: 821.436829
	Iteration 6Q: 3 clusters Score -429530.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -429567.250000 Penalty: 821.436829
	Iteration 7Q: 3 clusters Score -429567.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -429594.093750 Penalty: 821.436829
	Iteration 8Q: 3 clusters Score -429594.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -429612.062500 Penalty: 821.436829
	Iteration 9Q: 3 clusters Score -429612.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -429628.781250 Penalty: 821.436829
	Iteration 10Q: 3 clusters Score -429628.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -429641.656250 Penalty: 821.436829
	Iteration 11Q: 3 clusters Score -429641.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -429650.093750 Penalty: 821.436829
	Iteration 12Q: 3 clusters Score -429650.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -429658.843750 Penalty: 821.436829
	Iteration 13Q: 3 clusters Score -429658.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -429665.656250 Penalty: 821.436829
	Iteration 14Q: 3 clusters Score -429665.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -429670.687500 Penalty: 821.436829
	Iteration 15Q: 3 clusters Score -429670.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -429678.812500 Penalty: 821.436829
	Iteration 16Q: 3 clusters Score -429678.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -429690.000000 Penalty: 821.436829
	Iteration 17Q: 3 clusters Score -429690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429701.062500 Penalty: 821.436829
	Iteration 18Q: 3 clusters Score -429701.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -429711.000000 Penalty: 821.436829
	Iteration 19Q: 3 clusters Score -429711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -429721.750000 Penalty: 821.436829
	Iteration 20F: 3 clusters Score -429721.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429730.218750 Penalty: 821.436829
	Iteration 21Q: 3 clusters Score -429730.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -429738.468750 Penalty: 821.436829
	Iteration 22Q: 3 clusters Score -429738.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -429745.750000 Penalty: 821.436829
	Iteration 23Q: 3 clusters Score -429745.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -429752.375000 Penalty: 821.436829
	Iteration 24Q: 3 clusters Score -429752.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -429757.531250 Penalty: 821.436829
	Iteration 25Q: 3 clusters Score -429757.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -429761.937500 Penalty: 821.436829
	Iteration 26Q: 3 clusters Score -429761.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -429766.031250 Penalty: 821.436829
	Iteration 27Q: 3 clusters Score -429766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -429768.531250 Penalty: 821.436829
	Iteration 28Q: 3 clusters Score -429768.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -429770.812500 Penalty: 821.436829
	Iteration 29Q: 3 clusters Score -429770.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -429774.156250 Penalty: 821.436829
	Iteration 30Q: 3 clusters Score -429774.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429777.343750 Penalty: 821.436829
	Iteration 31Q: 3 clusters Score -429777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -429779.968750 Penalty: 821.436829
	Iteration 32Q: 3 clusters Score -429780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -429783.500000 Penalty: 821.436829
	Iteration 33Q: 3 clusters Score -429783.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -429785.062500 Penalty: 821.436829
	Iteration 34Q: 3 clusters Score -429785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -429786.625000 Penalty: 821.436829
	Iteration 35Q: 3 clusters Score -429786.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -429790.562500 Penalty: 821.436829
	Iteration 36Q: 3 clusters Score -429790.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -429793.968750 Penalty: 821.436829
	Iteration 37Q: 3 clusters Score -429794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429797.781250 Penalty: 821.436829
	Iteration 38Q: 3 clusters Score -429797.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -429800.218750 Penalty: 821.436829
	Iteration 39Q: 3 clusters Score -429800.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -429803.687500 Penalty: 821.436829
	Iteration 40F: 3 clusters Score -429803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -429806.812500 Penalty: 821.436829
	Iteration 41Q: 3 clusters Score -429806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -429809.218750 Penalty: 821.436829
	Iteration 42Q: 3 clusters Score -429809.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -429812.656250 Penalty: 821.436829
	Iteration 43Q: 3 clusters Score -429812.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -429814.937500 Penalty: 821.436829
	Iteration 44Q: 3 clusters Score -429814.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -429818.375000 Penalty: 821.436829
	Iteration 45Q: 3 clusters Score -429818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -429821.000000 Penalty: 821.436829
	Iteration 46Q: 3 clusters Score -429821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -429821.906250 Penalty: 821.436829
	Iteration 47Q: 3 clusters Score -429821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -429824.156250 Penalty: 821.436829
	Iteration 48Q: 3 clusters Score -429824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -429824.531250 Penalty: 821.436829
	Iteration 49Q: 3 clusters Score -429824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -429825.875000 Penalty: 821.436829
	Iteration 50Q: 3 clusters Score -429825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -429828.125000 Penalty: 821.436829
	Iteration 51Q: 3 clusters Score -429828.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -429832.750000 Penalty: 821.436829
	Iteration 52Q: 3 clusters Score -429832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -429837.187500 Penalty: 821.436829
	Iteration 53Q: 3 clusters Score -429837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -429839.656250 Penalty: 821.436829
	Iteration 54Q: 3 clusters Score -429839.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -429842.531250 Penalty: 821.436829
	Iteration 55Q: 3 clusters Score -429842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -429843.500000 Penalty: 821.436829
	Iteration 56Q: 3 clusters Score -429843.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -429844.343750 Penalty: 821.436829
	Iteration 57Q: 3 clusters Score -429844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -429843.593750 Penalty: 821.436829
	Iteration 58Q: 3 clusters Score -429843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -429843.562500 Penalty: 821.436829
	Iteration 59Q: 3 clusters Score -429843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -429845.437500 Penalty: 821.436829
	Iteration 60F: 3 clusters Score -429845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -429846.125000 Penalty: 821.436829
	Iteration 61Q: 3 clusters Score -429846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -429846.250000 Penalty: 821.436829
	Iteration 62Q: 3 clusters Score -429846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -429846.500000 Penalty: 821.436829
	Iteration 63Q: 3 clusters Score -429846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -429846.906250 Penalty: 821.436829
	Iteration 64Q: 3 clusters Score -429846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -429846.687500 Penalty: 821.436829
	Iteration 65Q: 3 clusters Score -429846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -429847.000000 Penalty: 821.436829
	Iteration 66Q: 3 clusters Score -429847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -429847.187500 Penalty: 821.436829
	Iteration 67Q: 3 clusters Score -429847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -429847.125000 Penalty: 821.436829
	Iteration 68Q: 3 clusters Score -429847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -429847.125000 Penalty: 821.436829
	Iteration 69F: 3 clusters Score -429847.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -9050.083984 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -9050.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8736.132812 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -8736.133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8816.057617 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -8816.058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8844.299805 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -8844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8866.056641 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -8866.057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8876.048828 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -8876.049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8878.713867 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -8878.714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8886.443359 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -8886.443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8894.667969 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -8894.668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8895.515625 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -8895.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8896.796875 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -8896.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8896.796875 Penalty: 494.865234
	Iteration 10F: 3 clusters Score -8896.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12019 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44539 members 
Mstep: Class 8 contains 39147 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5980 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341523 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67781 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306154.000000 Penalty: 11995.464844
Iteration 159Q: 21 clusters Score -2.530615e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44520 members 
Mstep: Class 8 contains 39245 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341475 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67753 members 
Mstep: Class 19 contains 8331 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306186.000000 Penalty: 11995.464844
Iteration 160F: 21 clusters Score -2.530619e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44508 members 
Mstep: Class 8 contains 39341 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341438 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67729 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306238.000000 Penalty: 11995.464844
Iteration 161Q: 21 clusters Score -2.530624e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44503 members 
Mstep: Class 8 contains 39419 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5906 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341413 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67692 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306274.000000 Penalty: 11995.464844
Iteration 162Q: 21 clusters Score -2.530627e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 39491 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5885 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341395 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67659 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306274.000000 Penalty: 11995.464844
Iteration 163Q: 21 clusters Score -2.530627e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44485 members 
Mstep: Class 8 contains 39559 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341399 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67622 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306338.000000 Penalty: 11995.464844
Iteration 164Q: 21 clusters Score -2.530634e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 39625 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341399 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67583 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306368.000000 Penalty: 11995.464844
Iteration 165Q: 21 clusters Score -2.530637e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12111 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44466 members 
Mstep: Class 8 contains 39685 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341391 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67545 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306370.000000 Penalty: 11995.464844
Iteration 166Q: 21 clusters Score -2.530637e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12126 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44459 members 
Mstep: Class 8 contains 39743 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341381 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67497 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306428.000000 Penalty: 11995.464844
Iteration 167Q: 21 clusters Score -2.530643e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 39791 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341376 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67452 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306426.000000 Penalty: 11995.464844
Iteration 168Q: 21 clusters Score -2.530643e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 39835 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341367 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67417 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306404.000000 Penalty: 11995.464844
Iteration 169Q: 21 clusters Score -2.53064e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12184 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44447 members 
Mstep: Class 8 contains 39877 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341345 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67397 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306452.000000 Penalty: 11995.464844
Iteration 170Q: 21 clusters Score -2.530645e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44442 members 
Mstep: Class 8 contains 39916 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341318 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67379 members 
Mstep: Class 19 contains 8373 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306426.000000 Penalty: 11995.464844
Iteration 171Q: 21 clusters Score -2.530643e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44438 members 
Mstep: Class 8 contains 39961 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341270 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67360 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306448.000000 Penalty: 11995.464844
Iteration 172Q: 21 clusters Score -2.530645e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12254 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 39998 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341234 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67342 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306480.000000 Penalty: 11995.464844
Iteration 173Q: 21 clusters Score -2.530648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 40027 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5735 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341198 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67327 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306498.000000 Penalty: 11995.464844
Iteration 174Q: 21 clusters Score -2.53065e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12309 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44428 members 
Mstep: Class 8 contains 40052 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341162 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67319 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306532.000000 Penalty: 11995.464844
Iteration 175Q: 21 clusters Score -2.530653e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12342 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44426 members 
Mstep: Class 8 contains 40085 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341115 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67310 members 
Mstep: Class 19 contains 8392 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306548.000000 Penalty: 11995.464844
Iteration 176Q: 21 clusters Score -2.530655e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 40132 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 341057 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67304 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306576.000000 Penalty: 11995.464844
Iteration 177Q: 21 clusters Score -2.530658e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12404 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 40185 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340989 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67298 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306582.000000 Penalty: 11995.464844
Iteration 178Q: 21 clusters Score -2.530658e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12429 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44405 members 
Mstep: Class 8 contains 40229 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340941 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67291 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306630.000000 Penalty: 11995.464844
Iteration 179Q: 21 clusters Score -2.530663e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12447 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340910 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67281 members 
Mstep: Class 19 contains 8404 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306640.000000 Penalty: 11995.464844
Iteration 180F: 21 clusters Score -2.530664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12460 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44396 members 
Mstep: Class 8 contains 40294 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340886 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67277 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306652.000000 Penalty: 11995.464844
Iteration 181Q: 21 clusters Score -2.530665e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12471 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44388 members 
Mstep: Class 8 contains 40322 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340866 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67270 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306666.000000 Penalty: 11995.464844
Iteration 182Q: 21 clusters Score -2.530667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12480 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44381 members 
Mstep: Class 8 contains 40355 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340844 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67263 members 
Mstep: Class 19 contains 8407 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306712.000000 Penalty: 11995.464844
Iteration 183Q: 21 clusters Score -2.530671e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12487 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 40388 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340825 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67254 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306712.000000 Penalty: 11995.464844
Iteration 184Q: 21 clusters Score -2.530671e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12492 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 40429 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 944 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340799 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67246 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306760.000000 Penalty: 11995.464844
Iteration 185Q: 21 clusters Score -2.530676e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44361 members 
Mstep: Class 8 contains 40459 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340784 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67232 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306758.000000 Penalty: 11995.464844
Iteration 186Q: 21 clusters Score -2.530676e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12502 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44355 members 
Mstep: Class 8 contains 40480 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340776 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67219 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306796.000000 Penalty: 11995.464844
Iteration 187Q: 21 clusters Score -2.53068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12509 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44351 members 
Mstep: Class 8 contains 40499 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340769 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67204 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306784.000000 Penalty: 11995.464844
Iteration 188Q: 21 clusters Score -2.530678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 40508 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340769 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67197 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306778.000000 Penalty: 11995.464844
Iteration 189Q: 21 clusters Score -2.530678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44343 members 
Mstep: Class 8 contains 40519 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340768 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67188 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306786.000000 Penalty: 11995.464844
Iteration 190Q: 21 clusters Score -2.530679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12517 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44341 members 
Mstep: Class 8 contains 40528 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340772 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67176 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306760.000000 Penalty: 11995.464844
Iteration 191Q: 21 clusters Score -2.530676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12519 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44338 members 
Mstep: Class 8 contains 40532 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340785 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67162 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306754.000000 Penalty: 11995.464844
Iteration 192Q: 21 clusters Score -2.530675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 40539 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340790 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67151 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306768.000000 Penalty: 11995.464844
Iteration 193Q: 21 clusters Score -2.530677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44330 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340797 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67141 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306774.000000 Penalty: 11995.464844
Iteration 194Q: 21 clusters Score -2.530677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44324 members 
Mstep: Class 8 contains 40554 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340803 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67132 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306770.000000 Penalty: 11995.464844
Iteration 195Q: 21 clusters Score -2.530677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44323 members 
Mstep: Class 8 contains 40563 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340802 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67123 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306772.000000 Penalty: 11995.464844
Iteration 196Q: 21 clusters Score -2.530677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44320 members 
Mstep: Class 8 contains 40570 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340804 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67116 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306768.000000 Penalty: 11995.464844
Iteration 197Q: 21 clusters Score -2.530677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12524 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44316 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340810 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67110 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306774.000000 Penalty: 11995.464844
Iteration 198Q: 21 clusters Score -2.530677e+07 nChanged 16
Entering ConstructFrom: 
Score: -25306774.000000 Penalty: 11995.464844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -35190.425781 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -35190.43 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 382 members 
Entering Unmasked Estep 
Score: -34543.925781 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -34543.93 nChanged 266
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: -34718.921875 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -34718.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34766.093750 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -34766.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -34809.199219 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -34809.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -34846.378906 Penalty: 601.817993
	Iteration 4F: 3 clusters Score -34846.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -34873.085938 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -34873.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34900.023438 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -34900.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34915.332031 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -34915.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -34924.558594 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -34924.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -34930.734375 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -34930.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -34936.871094 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -34936.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -34944.390625 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -34944.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -34948.542969 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -34948.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -34952.000000 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -34952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -34953.406250 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -34953.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -34957.226562 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -34957.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -34962.093750 Penalty: 601.817993
	Iteration 16Q: 3 clusters Score -34962.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -34964.984375 Penalty: 601.817993
	Iteration 17Q: 3 clusters Score -34964.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34965.843750 Penalty: 601.817993
	Iteration 18Q: 3 clusters Score -34965.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -34969.976562 Penalty: 601.817993
	Iteration 19Q: 3 clusters Score -34969.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -34975.667969 Penalty: 601.817993
	Iteration 20F: 3 clusters Score -34975.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -34977.957031 Penalty: 601.817993
	Iteration 21Q: 3 clusters Score -34977.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34980.722656 Penalty: 601.817993
	Iteration 22Q: 3 clusters Score -34980.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34981.308594 Penalty: 601.817993
	Iteration 23Q: 3 clusters Score -34981.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -34981.308594 Penalty: 601.817993
	Iteration 24F: 3 clusters Score -34981.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Entering Unmasked Estep 
Score: -651581.937500 Penalty: 429.314423
	Iteration 0F: 2 clusters Score -651581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -643295.625000 Penalty: 858.628845
	Iteration 0F: 3 clusters Score -643295.6 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -647228.000000 Penalty: 858.628845
	Iteration 1F: 3 clusters Score -647228 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -648063.875000 Penalty: 858.628845
	Iteration 2F: 3 clusters Score -648063.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -649211.312500 Penalty: 858.628845
	Iteration 3F: 3 clusters Score -649211.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -650212.187500 Penalty: 858.628845
	Iteration 4F: 3 clusters Score -650212.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -650688.187500 Penalty: 858.628845
	Iteration 5F: 3 clusters Score -650688.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -650833.125000 Penalty: 858.628845
	Iteration 6Q: 3 clusters Score -650833.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -650890.375000 Penalty: 858.628845
	Iteration 7Q: 3 clusters Score -650890.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -650931.187500 Penalty: 858.628845
	Iteration 8Q: 3 clusters Score -650931.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -650960.750000 Penalty: 858.628845
	Iteration 9Q: 3 clusters Score -650960.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -650987.875000 Penalty: 858.628845
	Iteration 10Q: 3 clusters Score -650987.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -651008.875000 Penalty: 858.628845
	Iteration 11Q: 3 clusters Score -651008.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -651030.750000 Penalty: 858.628845
	Iteration 12Q: 3 clusters Score -651030.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -651065.500000 Penalty: 858.628845
	Iteration 13Q: 3 clusters Score -651065.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -651093.125000 Penalty: 858.628845
	Iteration 14Q: 3 clusters Score -651093.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -651120.000000 Penalty: 858.628845
	Iteration 15Q: 3 clusters Score -651120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -651145.000000 Penalty: 858.628845
	Iteration 16Q: 3 clusters Score -651145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -651166.750000 Penalty: 858.628845
	Iteration 17Q: 3 clusters Score -651166.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -651183.625000 Penalty: 858.628845
	Iteration 18Q: 3 clusters Score -651183.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -651197.562500 Penalty: 858.628845
	Iteration 19Q: 3 clusters Score -651197.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -651210.437500 Penalty: 858.628845
	Iteration 20F: 3 clusters Score -651210.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -651220.625000 Penalty: 858.628845
	Iteration 21Q: 3 clusters Score -651220.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -651232.687500 Penalty: 858.628845
	Iteration 22Q: 3 clusters Score -651232.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -651250.250000 Penalty: 858.628845
	Iteration 23Q: 3 clusters Score -651250.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -651261.937500 Penalty: 858.628845
	Iteration 24Q: 3 clusters Score -651261.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -651270.937500 Penalty: 858.628845
	Iteration 25Q: 3 clusters Score -651270.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -651280.687500 Penalty: 858.628845
	Iteration 26Q: 3 clusters Score -651280.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -651292.562500 Penalty: 858.628845
	Iteration 27Q: 3 clusters Score -651292.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -651303.062500 Penalty: 858.628845
	Iteration 28Q: 3 clusters Score -651303.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -651311.437500 Penalty: 858.628845
	Iteration 29Q: 3 clusters Score -651311.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -651327.812500 Penalty: 858.628845
	Iteration 30Q: 3 clusters Score -651327.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -651339.562500 Penalty: 858.628845
	Iteration 31Q: 3 clusters Score -651339.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -651350.937500 Penalty: 858.628845
	Iteration 32Q: 3 clusters Score -651350.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -651362.000000 Penalty: 858.628845
	Iteration 33Q: 3 clusters Score -651362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -651373.062500 Penalty: 858.628845
	Iteration 34Q: 3 clusters Score -651373.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -651379.937500 Penalty: 858.628845
	Iteration 35Q: 3 clusters Score -651379.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -651386.625000 Penalty: 858.628845
	Iteration 36Q: 3 clusters Score -651386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -651390.625000 Penalty: 858.628845
	Iteration 37Q: 3 clusters Score -651390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -651395.062500 Penalty: 858.628845
	Iteration 38Q: 3 clusters Score -651395.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -651397.687500 Penalty: 858.628845
	Iteration 39Q: 3 clusters Score -651397.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -651403.000000 Penalty: 858.628845
	Iteration 40F: 3 clusters Score -651403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -651405.750000 Penalty: 858.628845
	Iteration 41Q: 3 clusters Score -651405.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -651413.250000 Penalty: 858.628845
	Iteration 42Q: 3 clusters Score -651413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -651415.312500 Penalty: 858.628845
	Iteration 43Q: 3 clusters Score -651415.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -651419.687500 Penalty: 858.628845
	Iteration 44Q: 3 clusters Score -651419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -651421.875000 Penalty: 858.628845
	Iteration 45Q: 3 clusters Score -651421.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -651422.125000 Penalty: 858.628845
	Iteration 46Q: 3 clusters Score -651422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -651425.250000 Penalty: 858.628845
	Iteration 47Q: 3 clusters Score -651425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -651424.187500 Penalty: 858.628845
	Iteration 48Q: 3 clusters Score -651424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -651426.062500 Penalty: 858.628845
	Iteration 49Q: 3 clusters Score -651426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -651426.812500 Penalty: 858.628845
	Iteration 50Q: 3 clusters Score -651426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -651427.437500 Penalty: 858.628845
	Iteration 51Q: 3 clusters Score -651427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -651428.500000 Penalty: 858.628845
	Iteration 52Q: 3 clusters Score -651428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -651429.375000 Penalty: 858.628845
	Iteration 53Q: 3 clusters Score -651429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -651429.500000 Penalty: 858.628845
	Iteration 54Q: 3 clusters Score -651429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -651431.750000 Penalty: 858.628845
	Iteration 55Q: 3 clusters Score -651431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -651431.312500 Penalty: 858.628845
	Iteration 56Q: 3 clusters Score -651431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -651431.750000 Penalty: 858.628845
	Iteration 57Q: 3 clusters Score -651431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -651431.750000 Penalty: 858.628845
	Iteration 58F: 3 clusters Score -651431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -17449.134766 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -17449.13 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 207 members 
Entering Unmasked Estep 
Score: -17024.388672 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -17024.39 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17131.503906 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -17131.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17175.671875 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -17175.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17225.345703 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -17225.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17285.769531 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -17285.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17360.277344 Penalty: 544.995483
	Iteration 5F: 3 clusters Score -17360.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17407.982422 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -17407.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17432.396484 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -17432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17456.318359 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -17456.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17470.736328 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -17470.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17481.740234 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -17481.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17487.785156 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -17487.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17487.785156 Penalty: 544.995483
	Iteration 12F: 3 clusters Score -17487.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12525 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44310 members 
Mstep: Class 8 contains 40574 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340817 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67105 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 20 contains 149 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
Score: -25306482.000000 Penalty: 12595.238281
Splitting cluster 3 changes total score from -25306774.000000 to -25306482.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -28524.259766 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -28524.26 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 303 members 
Entering Unmasked Estep 
Score: -27965.871094 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -27965.87 nChanged 238
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: -28128.259766 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -28128.26 nChanged 57
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: -28170.400391 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -28170.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28190.835938 Penalty: 584.219543
	Iteration 3F: 3 clusters Score -28190.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28204.714844 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -28204.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28219.148438 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -28219.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28224.390625 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -28224.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28228.630859 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -28228.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28230.253906 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -28230.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28231.869141 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -28231.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28234.181641 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -28234.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28234.906250 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -28234.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28234.906250 Penalty: 584.219543
	Iteration 12F: 3 clusters Score -28234.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -108205.445312 Penalty: 351.139496
	Iteration 0F: 2 clusters Score -108205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -106620.593750 Penalty: 702.278992
	Iteration 0F: 3 clusters Score -106620.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -107158.554688 Penalty: 702.278992
	Iteration 1F: 3 clusters Score -107158.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -107279.328125 Penalty: 702.278992
	Iteration 2F: 3 clusters Score -107279.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -107364.210938 Penalty: 702.278992
	Iteration 3F: 3 clusters Score -107364.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -107446.984375 Penalty: 702.278992
	Iteration 4F: 3 clusters Score -107447 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -107526.500000 Penalty: 702.278992
	Iteration 5Q: 3 clusters Score -107526.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -107595.921875 Penalty: 702.278992
	Iteration 6Q: 3 clusters Score -107595.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -107652.398438 Penalty: 702.278992
	Iteration 7Q: 3 clusters Score -107652.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -107716.562500 Penalty: 702.278992
	Iteration 8Q: 3 clusters Score -107716.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -107767.500000 Penalty: 702.278992
	Iteration 9Q: 3 clusters Score -107767.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -107813.085938 Penalty: 702.278992
	Iteration 10Q: 3 clusters Score -107813.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -107858.289062 Penalty: 702.278992
	Iteration 11Q: 3 clusters Score -107858.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -107890.109375 Penalty: 702.278992
	Iteration 12Q: 3 clusters Score -107890.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -107911.117188 Penalty: 702.278992
	Iteration 13Q: 3 clusters Score -107911.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -107930.406250 Penalty: 702.278992
	Iteration 14Q: 3 clusters Score -107930.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -107938.914062 Penalty: 702.278992
	Iteration 15Q: 3 clusters Score -107938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -107943.703125 Penalty: 702.278992
	Iteration 16Q: 3 clusters Score -107943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -107947.601562 Penalty: 702.278992
	Iteration 17Q: 3 clusters Score -107947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -107949.585938 Penalty: 702.278992
	Iteration 18Q: 3 clusters Score -107949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -107953.070312 Penalty: 702.278992
	Iteration 19Q: 3 clusters Score -107953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -107955.742188 Penalty: 702.278992
	Iteration 20F: 3 clusters Score -107955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -107957.625000 Penalty: 702.278992
	Iteration 21Q: 3 clusters Score -107957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -107958.992188 Penalty: 702.278992
	Iteration 22Q: 3 clusters Score -107959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -107960.046875 Penalty: 702.278992
	Iteration 23Q: 3 clusters Score -107960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -107962.117188 Penalty: 702.278992
	Iteration 24Q: 3 clusters Score -107962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -107964.875000 Penalty: 702.278992
	Iteration 25Q: 3 clusters Score -107964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -107965.828125 Penalty: 702.278992
	Iteration 26Q: 3 clusters Score -107965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -107967.898438 Penalty: 702.278992
	Iteration 27Q: 3 clusters Score -107967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -107968.992188 Penalty: 702.278992
	Iteration 28Q: 3 clusters Score -107969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -107971.812500 Penalty: 702.278992
	Iteration 29Q: 3 clusters Score -107971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -107974.500000 Penalty: 702.278992
	Iteration 30Q: 3 clusters Score -107974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -107976.085938 Penalty: 702.278992
	Iteration 31Q: 3 clusters Score -107976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -107976.835938 Penalty: 702.278992
	Iteration 32Q: 3 clusters Score -107976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -107978.132812 Penalty: 702.278992
	Iteration 33Q: 3 clusters Score -107978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -107980.367188 Penalty: 702.278992
	Iteration 34Q: 3 clusters Score -107980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -107982.156250 Penalty: 702.278992
	Iteration 35Q: 3 clusters Score -107982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -107982.601562 Penalty: 702.278992
	Iteration 36Q: 3 clusters Score -107982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -107982.593750 Penalty: 702.278992
	Iteration 37Q: 3 clusters Score -107982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -107982.593750 Penalty: 702.278992
	Iteration 38F: 3 clusters Score -107982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -16023.284180 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -16023.28 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 162 members 
Entering Unmasked Estep 
Score: -15641.998047 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15642 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15725.228516 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15725.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15750.460938 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15750.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15764.490234 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -15764.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15767.894531 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15767.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15769.079102 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15769.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15770.796875 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15771.561523 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15771.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15774.834961 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15774.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15779.910156 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -15779.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15781.349609 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -15781.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15782.353516 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -15782.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15782.353516 Penalty: 530.967773
	Iteration 12F: 3 clusters Score -15782.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Entering Unmasked Estep 
Score: -2051806.125000 Penalty: 486.802948
	Iteration 0F: 2 clusters Score -2051806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2022123.000000 Penalty: 973.605896
	Iteration 0F: 3 clusters Score -2022123 nChanged 21346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2034892.375000 Penalty: 973.605896
	Iteration 1F: 3 clusters Score -2034892 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2035869.375000 Penalty: 973.605896
	Iteration 2F: 3 clusters Score -2035869 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2037396.000000 Penalty: 973.605896
	Iteration 3F: 3 clusters Score -2037396 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2039723.250000 Penalty: 973.605896
	Iteration 4F: 3 clusters Score -2039723 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -2042828.500000 Penalty: 973.605896
	Iteration 5F: 3 clusters Score -2042828 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -2045985.000000 Penalty: 973.605896
	Iteration 6F: 3 clusters Score -2045985 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -2048248.750000 Penalty: 973.605896
	Iteration 7Q: 3 clusters Score -2048249 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -2049465.500000 Penalty: 973.605896
	Iteration 8Q: 3 clusters Score -2049466 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -2050034.000000 Penalty: 973.605896
	Iteration 9Q: 3 clusters Score -2050034 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -2050426.250000 Penalty: 973.605896
	Iteration 10Q: 3 clusters Score -2050426 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -2050713.500000 Penalty: 973.605896
	Iteration 11Q: 3 clusters Score -2050714 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -2050935.625000 Penalty: 973.605896
	Iteration 12Q: 3 clusters Score -2050936 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -2051115.500000 Penalty: 973.605896
	Iteration 13Q: 3 clusters Score -2051116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -2051240.375000 Penalty: 973.605896
	Iteration 14Q: 3 clusters Score -2051240 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -2051314.500000 Penalty: 973.605896
	Iteration 15Q: 3 clusters Score -2051314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -2051358.750000 Penalty: 973.605896
	Iteration 16Q: 3 clusters Score -2051359 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -2051388.250000 Penalty: 973.605896
	Iteration 17Q: 3 clusters Score -2051388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -2051405.250000 Penalty: 973.605896
	Iteration 18Q: 3 clusters Score -2051405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -2051416.875000 Penalty: 973.605896
	Iteration 19Q: 3 clusters Score -2051417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -2051429.500000 Penalty: 973.605896
	Iteration 20F: 3 clusters Score -2051430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -2051440.000000 Penalty: 973.605896
	Iteration 21Q: 3 clusters Score -2051440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -2051454.500000 Penalty: 973.605896
	Iteration 22Q: 3 clusters Score -2051454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -2051461.250000 Penalty: 973.605896
	Iteration 23Q: 3 clusters Score -2051461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -2051471.375000 Penalty: 973.605896
	Iteration 24Q: 3 clusters Score -2051471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -2051480.000000 Penalty: 973.605896
	Iteration 25Q: 3 clusters Score -2051480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -2051487.375000 Penalty: 973.605896
	Iteration 26Q: 3 clusters Score -2051487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -2051490.250000 Penalty: 973.605896
	Iteration 27Q: 3 clusters Score -2051490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -2051489.500000 Penalty: 973.605896
	Iteration 28Q: 3 clusters Score -2051490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -2051487.750000 Penalty: 973.605896
	Iteration 29Q: 3 clusters Score -2051488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -2051490.750000 Penalty: 973.605896
	Iteration 30Q: 3 clusters Score -2051491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -2051490.750000 Penalty: 973.605896
	Iteration 31Q: 3 clusters Score -2051491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -2051491.625000 Penalty: 973.605896
	Iteration 32Q: 3 clusters Score -2051492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -2051489.750000 Penalty: 973.605896
	Iteration 33Q: 3 clusters Score -2051490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -2051490.625000 Penalty: 973.605896
	Iteration 34Q: 3 clusters Score -2051491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -2051489.250000 Penalty: 973.605896
	Iteration 35Q: 3 clusters Score -2051489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -2051489.625000 Penalty: 973.605896
	Iteration 36Q: 3 clusters Score -2051490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -2051494.375000 Penalty: 973.605896
	Iteration 37Q: 3 clusters Score -2051494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -2051495.125000 Penalty: 973.605896
	Iteration 38Q: 3 clusters Score -2051495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -2051497.250000 Penalty: 973.605896
	Iteration 39Q: 3 clusters Score -2051497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -2051497.750000 Penalty: 973.605896
	Iteration 40F: 3 clusters Score -2051498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -2051496.375000 Penalty: 973.605896
	Iteration 41Q: 3 clusters Score -2051496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -2051496.125000 Penalty: 973.605896
	Iteration 42Q: 3 clusters Score -2051496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -2051498.875000 Penalty: 973.605896
	Iteration 43Q: 3 clusters Score -2051499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -2051501.125000 Penalty: 973.605896
	Iteration 44Q: 3 clusters Score -2051501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -2051502.500000 Penalty: 973.605896
	Iteration 45Q: 3 clusters Score -2051502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -2051504.125000 Penalty: 973.605896
	Iteration 46Q: 3 clusters Score -2051504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -2051503.375000 Penalty: 973.605896
	Iteration 47Q: 3 clusters Score -2051503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -2051503.125000 Penalty: 973.605896
	Iteration 48Q: 3 clusters Score -2051503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -2051504.500000 Penalty: 973.605896
	Iteration 49Q: 3 clusters Score -2051504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -2051507.875000 Penalty: 973.605896
	Iteration 50Q: 3 clusters Score -2051508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -2051506.750000 Penalty: 973.605896
	Iteration 51Q: 3 clusters Score -2051507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -2051506.625000 Penalty: 973.605896
	Iteration 52Q: 3 clusters Score -2051507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -2051506.625000 Penalty: 973.605896
	Iteration 53F: 3 clusters Score -2051507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Entering Unmasked Estep 
Score: -2084680.750000 Penalty: 482.795166
	Iteration 0F: 2 clusters Score -2084681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2057589.375000 Penalty: 965.590332
	Iteration 0F: 3 clusters Score -2057589 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2069764.750000 Penalty: 965.590332
	Iteration 1F: 3 clusters Score -2069765 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2070725.125000 Penalty: 965.590332
	Iteration 2Q: 3 clusters Score -2070725 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -2072144.250000 Penalty: 965.590332
	Iteration 3F: 3 clusters Score -2072144 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2074194.500000 Penalty: 965.590332
	Iteration 4F: 3 clusters Score -2074194 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2076623.250000 Penalty: 965.590332
	Iteration 5F: 3 clusters Score -2076623 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -2078727.125000 Penalty: 965.590332
	Iteration 6F: 3 clusters Score -2078727 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -2079882.375000 Penalty: 965.590332
	Iteration 7Q: 3 clusters Score -2079882 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2080427.500000 Penalty: 965.590332
	Iteration 8Q: 3 clusters Score -2080428 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -2080767.625000 Penalty: 965.590332
	Iteration 9Q: 3 clusters Score -2080768 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -2081069.250000 Penalty: 965.590332
	Iteration 10Q: 3 clusters Score -2081069 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -2081344.125000 Penalty: 965.590332
	Iteration 11Q: 3 clusters Score -2081344 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -2081603.250000 Penalty: 965.590332
	Iteration 12Q: 3 clusters Score -2081603 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -2081855.625000 Penalty: 965.590332
	Iteration 13Q: 3 clusters Score -2081856 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -2082091.500000 Penalty: 965.590332
	Iteration 14Q: 3 clusters Score -2082092 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2082343.375000 Penalty: 965.590332
	Iteration 15Q: 3 clusters Score -2082343 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -2082546.625000 Penalty: 965.590332
	Iteration 16Q: 3 clusters Score -2082547 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -2082739.375000 Penalty: 965.590332
	Iteration 17Q: 3 clusters Score -2082739 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -2082931.625000 Penalty: 965.590332
	Iteration 18Q: 3 clusters Score -2082932 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -2083057.125000 Penalty: 965.590332
	Iteration 19Q: 3 clusters Score -2083057 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -2083195.875000 Penalty: 965.590332
	Iteration 20F: 3 clusters Score -2083196 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -2083319.750000 Penalty: 965.590332
	Iteration 21Q: 3 clusters Score -2083320 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -2083437.375000 Penalty: 965.590332
	Iteration 22Q: 3 clusters Score -2083437 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -2083539.250000 Penalty: 965.590332
	Iteration 23Q: 3 clusters Score -2083539 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -2083618.375000 Penalty: 965.590332
	Iteration 24Q: 3 clusters Score -2083618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -2083711.750000 Penalty: 965.590332
	Iteration 25Q: 3 clusters Score -2083712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -2083803.500000 Penalty: 965.590332
	Iteration 26Q: 3 clusters Score -2083804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -2083901.375000 Penalty: 965.590332
	Iteration 27Q: 3 clusters Score -2083901 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -2083968.875000 Penalty: 965.590332
	Iteration 28Q: 3 clusters Score -2083969 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -2084047.125000 Penalty: 965.590332
	Iteration 29Q: 3 clusters Score -2084047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -2084100.500000 Penalty: 965.590332
	Iteration 30Q: 3 clusters Score -2084100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -2084127.125000 Penalty: 965.590332
	Iteration 31Q: 3 clusters Score -2084127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -2084150.250000 Penalty: 965.590332
	Iteration 32Q: 3 clusters Score -2084150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -2084173.250000 Penalty: 965.590332
	Iteration 33Q: 3 clusters Score -2084173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -2084195.000000 Penalty: 965.590332
	Iteration 34Q: 3 clusters Score -2084195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -2084204.125000 Penalty: 965.590332
	Iteration 35Q: 3 clusters Score -2084204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -2084215.875000 Penalty: 965.590332
	Iteration 36Q: 3 clusters Score -2084216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -2084221.625000 Penalty: 965.590332
	Iteration 37Q: 3 clusters Score -2084222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -2084229.625000 Penalty: 965.590332
	Iteration 38Q: 3 clusters Score -2084230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -2084237.000000 Penalty: 965.590332
	Iteration 39Q: 3 clusters Score -2084237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -2084249.000000 Penalty: 965.590332
	Iteration 40F: 3 clusters Score -2084249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -2084255.250000 Penalty: 965.590332
	Iteration 41Q: 3 clusters Score -2084255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -2084259.250000 Penalty: 965.590332
	Iteration 42Q: 3 clusters Score -2084259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -2084261.500000 Penalty: 965.590332
	Iteration 43Q: 3 clusters Score -2084262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -2084263.625000 Penalty: 965.590332
	Iteration 44Q: 3 clusters Score -2084264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -2084267.250000 Penalty: 965.590332
	Iteration 45Q: 3 clusters Score -2084267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -2084264.375000 Penalty: 965.590332
	Iteration 46Q: 3 clusters Score -2084264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -2084265.750000 Penalty: 965.590332
	Iteration 47Q: 3 clusters Score -2084266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -2084269.500000 Penalty: 965.590332
	Iteration 48Q: 3 clusters Score -2084270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -2084269.500000 Penalty: 965.590332
	Iteration 49Q: 3 clusters Score -2084270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -2084270.625000 Penalty: 965.590332
	Iteration 50Q: 3 clusters Score -2084271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -2084271.000000 Penalty: 965.590332
	Iteration 51Q: 3 clusters Score -2084271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -2084273.500000 Penalty: 965.590332
	Iteration 52Q: 3 clusters Score -2084274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -2084273.750000 Penalty: 965.590332
	Iteration 53Q: 3 clusters Score -2084274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -2084277.000000 Penalty: 965.590332
	Iteration 54Q: 3 clusters Score -2084277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -2084277.125000 Penalty: 965.590332
	Iteration 55Q: 3 clusters Score -2084277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -2084275.000000 Penalty: 965.590332
	Iteration 56Q: 3 clusters Score -2084275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -2084276.000000 Penalty: 965.590332
	Iteration 57Q: 3 clusters Score -2084276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -2084275.625000 Penalty: 965.590332
	Iteration 58Q: 3 clusters Score -2084276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -2084278.125000 Penalty: 965.590332
	Iteration 59Q: 3 clusters Score -2084278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -2084277.750000 Penalty: 965.590332
	Iteration 60F: 3 clusters Score -2084278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -2084277.625000 Penalty: 965.590332
	Iteration 61Q: 3 clusters Score -2084278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -2084281.375000 Penalty: 965.590332
	Iteration 62Q: 3 clusters Score -2084281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -2084279.250000 Penalty: 965.590332
	Iteration 63Q: 3 clusters Score -2084279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -2084282.875000 Penalty: 965.590332
	Iteration 64Q: 3 clusters Score -2084283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -2084285.375000 Penalty: 965.590332
	Iteration 65Q: 3 clusters Score -2084285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -2084285.250000 Penalty: 965.590332
	Iteration 66Q: 3 clusters Score -2084285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -2084285.125000 Penalty: 965.590332
	Iteration 67Q: 3 clusters Score -2084285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -2084285.875000 Penalty: 965.590332
	Iteration 68Q: 3 clusters Score -2084286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2084286.500000 Penalty: 965.590332
	Iteration 69Q: 3 clusters Score -2084286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -2084284.125000 Penalty: 965.590332
	Iteration 70Q: 3 clusters Score -2084284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -2084285.750000 Penalty: 965.590332
	Iteration 71Q: 3 clusters Score -2084286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -2084290.750000 Penalty: 965.590332
	Iteration 72Q: 3 clusters Score -2084291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -2084292.750000 Penalty: 965.590332
	Iteration 73Q: 3 clusters Score -2084293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -2084294.750000 Penalty: 965.590332
	Iteration 74Q: 3 clusters Score -2084295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -2084295.750000 Penalty: 965.590332
	Iteration 75Q: 3 clusters Score -2084296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -2084295.750000 Penalty: 965.590332
	Iteration 76F: 3 clusters Score -2084296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5872.354980 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5872.355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5632.029785 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5632.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5661.477539 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5661.478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5668.082031 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -5668.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5669.728027 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5669.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5669.728027 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -5669.728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7331.746582 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7331.747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7078.659180 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7078.659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7194.181641 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7194.182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7216.949707 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -7216.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7232.792480 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -7232.792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7240.178711 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -7240.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7241.164062 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -7241.164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7241.164062 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -7241.164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -48498.218750 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -48498.22 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: -47745.199219 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -47745.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47921.351562 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -47921.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47957.687500 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -47957.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -47977.015625 Penalty: 622.878174
	Iteration 3Q: 3 clusters Score -47977.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47990.335938 Penalty: 622.878174
	Iteration 4Q: 3 clusters Score -47990.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48006.031250 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -48006.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -48024.210938 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -48024.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -48044.238281 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -48044.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -48061.824219 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -48061.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -48088.816406 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -48088.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -48114.011719 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -48114.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -48138.074219 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -48138.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -48162.234375 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -48162.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48180.589844 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -48180.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -48198.171875 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -48198.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -48203.148438 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -48203.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -48205.664062 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -48205.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -48208.296875 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -48208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -48209.058594 Penalty: 622.878174
	Iteration 18Q: 3 clusters Score -48209.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -48209.261719 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -48209.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -48209.261719 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -48209.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9938.820312 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9938.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9636.960938 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9636.961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9711.170898 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9711.171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9727.553711 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9727.554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9731.151367 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9731.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9733.034180 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9733.034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9734.323242 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9734.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9734.323242 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -9734.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -280971.281250 Penalty: 393.366180
	Iteration 0F: 2 clusters Score -280971.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -277130.906250 Penalty: 786.732361
	Iteration 0F: 3 clusters Score -277130.9 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -278550.375000 Penalty: 786.732361
	Iteration 1F: 3 clusters Score -278550.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -278678.031250 Penalty: 786.732361
	Iteration 2F: 3 clusters Score -278678 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -278821.781250 Penalty: 786.732361
	Iteration 3F: 3 clusters Score -278821.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -279013.156250 Penalty: 786.732361
	Iteration 4F: 3 clusters Score -279013.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -279281.000000 Penalty: 786.732361
	Iteration 5F: 3 clusters Score -279281 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -279608.875000 Penalty: 786.732361
	Iteration 6F: 3 clusters Score -279608.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -279993.937500 Penalty: 786.732361
	Iteration 7F: 3 clusters Score -279993.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -280292.000000 Penalty: 786.732361
	Iteration 8Q: 3 clusters Score -280292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -280448.593750 Penalty: 786.732361
	Iteration 9Q: 3 clusters Score -280448.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -280515.031250 Penalty: 786.732361
	Iteration 10Q: 3 clusters Score -280515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -280552.281250 Penalty: 786.732361
	Iteration 11Q: 3 clusters Score -280552.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -280571.375000 Penalty: 786.732361
	Iteration 12Q: 3 clusters Score -280571.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -280586.500000 Penalty: 786.732361
	Iteration 13Q: 3 clusters Score -280586.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -280592.281250 Penalty: 786.732361
	Iteration 14Q: 3 clusters Score -280592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -280596.218750 Penalty: 786.732361
	Iteration 15Q: 3 clusters Score -280596.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -280599.250000 Penalty: 786.732361
	Iteration 16Q: 3 clusters Score -280599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -280600.593750 Penalty: 786.732361
	Iteration 17Q: 3 clusters Score -280600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -280601.062500 Penalty: 786.732361
	Iteration 18Q: 3 clusters Score -280601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -280601.781250 Penalty: 786.732361
	Iteration 19Q: 3 clusters Score -280601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -280602.718750 Penalty: 786.732361
	Iteration 20F: 3 clusters Score -280602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -280603.343750 Penalty: 786.732361
	Iteration 21Q: 3 clusters Score -280603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -280603.250000 Penalty: 786.732361
	Iteration 22Q: 3 clusters Score -280603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -280603.250000 Penalty: 786.732361
	Iteration 23F: 3 clusters Score -280603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9392.608398 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9392.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9097.994141 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9097.994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9170.594727 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9170.595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9210.615234 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9210.615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9236.055664 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9236.056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9250.094727 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9250.095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9258.057617 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9258.058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9264.339844 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9264.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9269.108398 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9269.108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9270.976562 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9270.977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9273.081055 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9273.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9273.081055 Penalty: 477.479187
	Iteration 10F: 3 clusters Score -9273.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (340817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340817 members 
Entering Unmasked Estep 
Score: -16552177.000000 Penalty: 579.629089
	Iteration 0F: 2 clusters Score -1.655218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170777 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -16341919.000000 Penalty: 1159.258179
	Iteration 0F: 3 clusters Score -1.634192e+07 nChanged 168004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185457 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -16443464.000000 Penalty: 1159.258179
	Iteration 1F: 3 clusters Score -1.644346e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196103 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -16448109.000000 Penalty: 1159.258179
	Iteration 2Q: 3 clusters Score -1.644811e+07 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212996 members 
Mstep: Class 2 contains 127821 members 
Entering Unmasked Estep 
Score: -16457476.000000 Penalty: 1159.258179
	Iteration 3F: 3 clusters Score -1.645748e+07 nChanged 24816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237472 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -16474692.000000 Penalty: 1159.258179
	Iteration 4F: 3 clusters Score -1.647469e+07 nChanged 29547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266853 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -16497370.000000 Penalty: 1159.258179
	Iteration 5F: 3 clusters Score -1.649737e+07 nChanged 26823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293572 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -16517543.000000 Penalty: 1159.258179
	Iteration 6F: 3 clusters Score -1.651754e+07 nChanged 18145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311611 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -16531041.000000 Penalty: 1159.258179
	Iteration 7F: 3 clusters Score -1.653104e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322544 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -16539398.000000 Penalty: 1159.258179
	Iteration 8Q: 3 clusters Score -1.65394e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329379 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -16544916.000000 Penalty: 1159.258179
	Iteration 9Q: 3 clusters Score -1.654492e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333909 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -16548392.000000 Penalty: 1159.258179
	Iteration 10Q: 3 clusters Score -1.654839e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336720 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -16549719.000000 Penalty: 1159.258179
	Iteration 11Q: 3 clusters Score -1.654972e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338426 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -16550566.000000 Penalty: 1159.258179
	Iteration 12Q: 3 clusters Score -1.655057e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339411 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16551018.000000 Penalty: 1159.258179
	Iteration 13Q: 3 clusters Score -1.655102e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339974 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16551329.000000 Penalty: 1159.258179
	Iteration 14Q: 3 clusters Score -1.655133e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16551465.000000 Penalty: 1159.258179
	Iteration 15Q: 3 clusters Score -1.655146e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16551508.000000 Penalty: 1159.258179
	Iteration 16Q: 3 clusters Score -1.655151e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340524 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16551586.000000 Penalty: 1159.258179
	Iteration 17Q: 3 clusters Score -1.655159e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340578 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16551614.000000 Penalty: 1159.258179
	Iteration 18Q: 3 clusters Score -1.655161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340610 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16551655.000000 Penalty: 1159.258179
	Iteration 19Q: 3 clusters Score -1.655166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340631 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16551671.000000 Penalty: 1159.258179
	Iteration 20F: 3 clusters Score -1.655167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340643 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16551678.000000 Penalty: 1159.258179
	Iteration 21Q: 3 clusters Score -1.655168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340651 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16551673.000000 Penalty: 1159.258179
	Iteration 22Q: 3 clusters Score -1.655167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340660 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16551684.000000 Penalty: 1159.258179
	Iteration 23Q: 3 clusters Score -1.655168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340668 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16551691.000000 Penalty: 1159.258179
	Iteration 24Q: 3 clusters Score -1.655169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340670 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16551703.000000 Penalty: 1159.258179
	Iteration 25Q: 3 clusters Score -1.65517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340670 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16551704.000000 Penalty: 1159.258179
	Iteration 26Q: 3 clusters Score -1.65517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340673 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16551713.000000 Penalty: 1159.258179
	Iteration 27Q: 3 clusters Score -1.655171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340675 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16551715.000000 Penalty: 1159.258179
	Iteration 28Q: 3 clusters Score -1.655172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340677 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16551714.000000 Penalty: 1159.258179
	Iteration 29Q: 3 clusters Score -1.655171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340676 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16551719.000000 Penalty: 1159.258179
	Iteration 30Q: 3 clusters Score -1.655172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340675 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16551721.000000 Penalty: 1159.258179
	Iteration 31Q: 3 clusters Score -1.655172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340676 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16551721.000000 Penalty: 1159.258179
	Iteration 32Q: 3 clusters Score -1.655172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340677 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16551715.000000 Penalty: 1159.258179
	Iteration 33Q: 3 clusters Score -1.655172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340677 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16551717.000000 Penalty: 1159.258179
	Iteration 34Q: 3 clusters Score -1.655172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340679 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16551710.000000 Penalty: 1159.258179
	Iteration 35Q: 3 clusters Score -1.655171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340681 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16551718.000000 Penalty: 1159.258179
	Iteration 36Q: 3 clusters Score -1.655172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340684 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16551713.000000 Penalty: 1159.258179
	Iteration 37Q: 3 clusters Score -1.655171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340684 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16551713.000000 Penalty: 1159.258179
	Iteration 38F: 3 clusters Score -1.655171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -188768.468750 Penalty: 379.836945
	Iteration 0F: 2 clusters Score -188768.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -185909.062500 Penalty: 759.673889
	Iteration 0F: 3 clusters Score -185909.1 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -187105.640625 Penalty: 759.673889
	Iteration 1F: 3 clusters Score -187105.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -187323.265625 Penalty: 759.673889
	Iteration 2F: 3 clusters Score -187323.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -187592.390625 Penalty: 759.673889
	Iteration 3F: 3 clusters Score -187592.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -187837.562500 Penalty: 759.673889
	Iteration 4F: 3 clusters Score -187837.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -188022.218750 Penalty: 759.673889
	Iteration 5F: 3 clusters Score -188022.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -188121.343750 Penalty: 759.673889
	Iteration 6Q: 3 clusters Score -188121.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -188197.734375 Penalty: 759.673889
	Iteration 7Q: 3 clusters Score -188197.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -188269.250000 Penalty: 759.673889
	Iteration 8Q: 3 clusters Score -188269.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -188368.328125 Penalty: 759.673889
	Iteration 9Q: 3 clusters Score -188368.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -188441.718750 Penalty: 759.673889
	Iteration 10Q: 3 clusters Score -188441.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -188484.875000 Penalty: 759.673889
	Iteration 11Q: 3 clusters Score -188484.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -188510.781250 Penalty: 759.673889
	Iteration 12Q: 3 clusters Score -188510.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -188531.390625 Penalty: 759.673889
	Iteration 13Q: 3 clusters Score -188531.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -188545.578125 Penalty: 759.673889
	Iteration 14Q: 3 clusters Score -188545.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -188554.140625 Penalty: 759.673889
	Iteration 15Q: 3 clusters Score -188554.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -188561.843750 Penalty: 759.673889
	Iteration 16Q: 3 clusters Score -188561.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -188567.937500 Penalty: 759.673889
	Iteration 17Q: 3 clusters Score -188567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -188572.984375 Penalty: 759.673889
	Iteration 18Q: 3 clusters Score -188573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -188575.515625 Penalty: 759.673889
	Iteration 19Q: 3 clusters Score -188575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -188576.640625 Penalty: 759.673889
	Iteration 20F: 3 clusters Score -188576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -188577.609375 Penalty: 759.673889
	Iteration 21Q: 3 clusters Score -188577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -188578.140625 Penalty: 759.673889
	Iteration 22Q: 3 clusters Score -188578.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -188580.406250 Penalty: 759.673889
	Iteration 23Q: 3 clusters Score -188580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -188581.156250 Penalty: 759.673889
	Iteration 24Q: 3 clusters Score -188581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -188581.859375 Penalty: 759.673889
	Iteration 25Q: 3 clusters Score -188581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -188582.359375 Penalty: 759.673889
	Iteration 26Q: 3 clusters Score -188582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -188582.281250 Penalty: 759.673889
	Iteration 27Q: 3 clusters Score -188582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -188583.140625 Penalty: 759.673889
	Iteration 28Q: 3 clusters Score -188583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -188583.250000 Penalty: 759.673889
	Iteration 29Q: 3 clusters Score -188583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -188583.828125 Penalty: 759.673889
	Iteration 30Q: 3 clusters Score -188583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -188583.468750 Penalty: 759.673889
	Iteration 31Q: 3 clusters Score -188583.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -188583.593750 Penalty: 759.673889
	Iteration 32Q: 3 clusters Score -188583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -188584.515625 Penalty: 759.673889
	Iteration 33Q: 3 clusters Score -188584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -188585.156250 Penalty: 759.673889
	Iteration 34Q: 3 clusters Score -188585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -188585.687500 Penalty: 759.673889
	Iteration 35Q: 3 clusters Score -188585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -188586.390625 Penalty: 759.673889
	Iteration 36Q: 3 clusters Score -188586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -188586.593750 Penalty: 759.673889
	Iteration 37Q: 3 clusters Score -188586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -188586.906250 Penalty: 759.673889
	Iteration 38Q: 3 clusters Score -188586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -188587.843750 Penalty: 759.673889
	Iteration 39Q: 3 clusters Score -188587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -188588.671875 Penalty: 759.673889
	Iteration 40F: 3 clusters Score -188588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -188588.984375 Penalty: 759.673889
	Iteration 41Q: 3 clusters Score -188589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -188588.984375 Penalty: 759.673889
	Iteration 42F: 3 clusters Score -188589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -34926.707031 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -34926.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34261.015625 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -34261.02 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34462.933594 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -34462.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34497.207031 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -34497.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34516.007812 Penalty: 601.695740
	Iteration 3Q: 3 clusters Score -34516.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34527.980469 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -34527.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34537.796875 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -34537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34549.281250 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -34549.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34557.742188 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -34557.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34566.320312 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -34566.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34574.859375 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -34574.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34585.738281 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -34585.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34595.671875 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -34595.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34600.511719 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -34600.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34601.808594 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -34601.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34605.066406 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -34605.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34608.457031 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -34608.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34610.820312 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -34610.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34611.449219 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -34611.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34613.753906 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -34613.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34616.839844 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -34616.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34620.636719 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -34620.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34623.175781 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -34623.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34625.664062 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -34625.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34627.914062 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -34627.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34629.765625 Penalty: 601.695740
	Iteration 24Q: 3 clusters Score -34629.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34631.957031 Penalty: 601.695740
	Iteration 25Q: 3 clusters Score -34631.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34632.765625 Penalty: 601.695740
	Iteration 26Q: 3 clusters Score -34632.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34633.000000 Penalty: 601.695740
	Iteration 27Q: 3 clusters Score -34633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34633.000000 Penalty: 601.695740
	Iteration 28F: 3 clusters Score -34633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Entering Unmasked Estep 
Score: -3414109.750000 Penalty: 505.687622
	Iteration 0F: 2 clusters Score -3414110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3368757.250000 Penalty: 1011.375244
	Iteration 0F: 3 clusters Score -3368757 nChanged 32645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3388225.750000 Penalty: 1011.375244
	Iteration 1F: 3 clusters Score -3388226 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -3389046.000000 Penalty: 1011.375244
	Iteration 2Q: 3 clusters Score -3389046 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3390291.750000 Penalty: 1011.375244
	Iteration 3Q: 3 clusters Score -3390292 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3391934.250000 Penalty: 1011.375244
	Iteration 4Q: 3 clusters Score -3391934 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3394188.750000 Penalty: 1011.375244
	Iteration 5F: 3 clusters Score -3394189 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3397058.250000 Penalty: 1011.375244
	Iteration 6F: 3 clusters Score -3397058 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3400056.000000 Penalty: 1011.375244
	Iteration 7F: 3 clusters Score -3400056 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3402037.500000 Penalty: 1011.375244
	Iteration 8F: 3 clusters Score -3402038 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3402740.750000 Penalty: 1011.375244
	Iteration 9Q: 3 clusters Score -3402741 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3402978.250000 Penalty: 1011.375244
	Iteration 10Q: 3 clusters Score -3402978 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3403144.500000 Penalty: 1011.375244
	Iteration 11Q: 3 clusters Score -3403144 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3403298.250000 Penalty: 1011.375244
	Iteration 12Q: 3 clusters Score -3403298 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3403457.500000 Penalty: 1011.375244
	Iteration 13Q: 3 clusters Score -3403458 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3403642.250000 Penalty: 1011.375244
	Iteration 14Q: 3 clusters Score -3403642 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3403815.750000 Penalty: 1011.375244
	Iteration 15Q: 3 clusters Score -3403816 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -3404007.000000 Penalty: 1011.375244
	Iteration 16Q: 3 clusters Score -3404007 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3404232.000000 Penalty: 1011.375244
	Iteration 17Q: 3 clusters Score -3404232 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3404475.750000 Penalty: 1011.375244
	Iteration 18Q: 3 clusters Score -3404476 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3404714.250000 Penalty: 1011.375244
	Iteration 19Q: 3 clusters Score -3404714 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3404980.500000 Penalty: 1011.375244
	Iteration 20F: 3 clusters Score -3404980 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3405244.750000 Penalty: 1011.375244
	Iteration 21Q: 3 clusters Score -3405245 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3405583.000000 Penalty: 1011.375244
	Iteration 22Q: 3 clusters Score -3405583 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3405949.250000 Penalty: 1011.375244
	Iteration 23Q: 3 clusters Score -3405949 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3406348.750000 Penalty: 1011.375244
	Iteration 24Q: 3 clusters Score -3406349 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3406756.250000 Penalty: 1011.375244
	Iteration 25Q: 3 clusters Score -3406756 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3407271.500000 Penalty: 1011.375244
	Iteration 26Q: 3 clusters Score -3407272 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3407740.250000 Penalty: 1011.375244
	Iteration 27Q: 3 clusters Score -3407740 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3408195.000000 Penalty: 1011.375244
	Iteration 28Q: 3 clusters Score -3408195 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3408643.000000 Penalty: 1011.375244
	Iteration 29Q: 3 clusters Score -3408643 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3409080.750000 Penalty: 1011.375244
	Iteration 30Q: 3 clusters Score -3409081 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3409559.500000 Penalty: 1011.375244
	Iteration 31Q: 3 clusters Score -3409560 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3410041.250000 Penalty: 1011.375244
	Iteration 32Q: 3 clusters Score -3410041 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3410497.250000 Penalty: 1011.375244
	Iteration 33Q: 3 clusters Score -3410497 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3410988.750000 Penalty: 1011.375244
	Iteration 34Q: 3 clusters Score -3410989 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3411475.750000 Penalty: 1011.375244
	Iteration 35Q: 3 clusters Score -3411476 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3411895.750000 Penalty: 1011.375244
	Iteration 36Q: 3 clusters Score -3411896 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3412279.750000 Penalty: 1011.375244
	Iteration 37Q: 3 clusters Score -3412280 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3412578.000000 Penalty: 1011.375244
	Iteration 38Q: 3 clusters Score -3412578 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3412845.750000 Penalty: 1011.375244
	Iteration 39Q: 3 clusters Score -3412846 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3413088.500000 Penalty: 1011.375244
	Iteration 40F: 3 clusters Score -3413088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3413274.250000 Penalty: 1011.375244
	Iteration 41Q: 3 clusters Score -3413274 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3413396.000000 Penalty: 1011.375244
	Iteration 42Q: 3 clusters Score -3413396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3413487.750000 Penalty: 1011.375244
	Iteration 43Q: 3 clusters Score -3413488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3413553.500000 Penalty: 1011.375244
	Iteration 44Q: 3 clusters Score -3413554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3413587.000000 Penalty: 1011.375244
	Iteration 45Q: 3 clusters Score -3413587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3413614.750000 Penalty: 1011.375244
	Iteration 46Q: 3 clusters Score -3413615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3413630.000000 Penalty: 1011.375244
	Iteration 47Q: 3 clusters Score -3413630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3413640.750000 Penalty: 1011.375244
	Iteration 48Q: 3 clusters Score -3413641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3413650.250000 Penalty: 1011.375244
	Iteration 49Q: 3 clusters Score -3413650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3413662.500000 Penalty: 1011.375244
	Iteration 50Q: 3 clusters Score -3413662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3413670.500000 Penalty: 1011.375244
	Iteration 51Q: 3 clusters Score -3413670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3413671.000000 Penalty: 1011.375244
	Iteration 52Q: 3 clusters Score -3413671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3413673.250000 Penalty: 1011.375244
	Iteration 53Q: 3 clusters Score -3413673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3413673.250000 Penalty: 1011.375244
	Iteration 54F: 3 clusters Score -3413673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -434467.843750 Penalty: 411.191559
	Iteration 0F: 2 clusters Score -434467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -428788.687500 Penalty: 822.383118
	Iteration 0F: 3 clusters Score -428788.7 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -431226.875000 Penalty: 822.383118
	Iteration 1F: 3 clusters Score -431226.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -431526.187500 Penalty: 822.383118
	Iteration 2F: 3 clusters Score -431526.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -431910.687500 Penalty: 822.383118
	Iteration 3F: 3 clusters Score -431910.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -432307.343750 Penalty: 822.383118
	Iteration 4F: 3 clusters Score -432307.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -432786.875000 Penalty: 822.383118
	Iteration 5F: 3 clusters Score -432786.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -433211.093750 Penalty: 822.383118
	Iteration 6F: 3 clusters Score -433211.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -433430.000000 Penalty: 822.383118
	Iteration 7F: 3 clusters Score -433430 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -433543.343750 Penalty: 822.383118
	Iteration 8Q: 3 clusters Score -433543.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -433622.687500 Penalty: 822.383118
	Iteration 9Q: 3 clusters Score -433622.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -433680.031250 Penalty: 822.383118
	Iteration 10Q: 3 clusters Score -433680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -433733.218750 Penalty: 822.383118
	Iteration 11Q: 3 clusters Score -433733.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -433777.312500 Penalty: 822.383118
	Iteration 12Q: 3 clusters Score -433777.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -433813.468750 Penalty: 822.383118
	Iteration 13Q: 3 clusters Score -433813.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -433846.718750 Penalty: 822.383118
	Iteration 14Q: 3 clusters Score -433846.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -433878.468750 Penalty: 822.383118
	Iteration 15Q: 3 clusters Score -433878.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -433898.343750 Penalty: 822.383118
	Iteration 16Q: 3 clusters Score -433898.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -433915.593750 Penalty: 822.383118
	Iteration 17Q: 3 clusters Score -433915.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -433932.875000 Penalty: 822.383118
	Iteration 18Q: 3 clusters Score -433932.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -433950.531250 Penalty: 822.383118
	Iteration 19Q: 3 clusters Score -433950.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -433965.406250 Penalty: 822.383118
	Iteration 20F: 3 clusters Score -433965.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -433976.250000 Penalty: 822.383118
	Iteration 21Q: 3 clusters Score -433976.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -433983.781250 Penalty: 822.383118
	Iteration 22Q: 3 clusters Score -433983.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -433995.250000 Penalty: 822.383118
	Iteration 23Q: 3 clusters Score -433995.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -434003.468750 Penalty: 822.383118
	Iteration 24Q: 3 clusters Score -434003.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -434014.468750 Penalty: 822.383118
	Iteration 25Q: 3 clusters Score -434014.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -434025.375000 Penalty: 822.383118
	Iteration 26Q: 3 clusters Score -434025.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -434036.781250 Penalty: 822.383118
	Iteration 27Q: 3 clusters Score -434036.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -434048.500000 Penalty: 822.383118
	Iteration 28Q: 3 clusters Score -434048.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -434061.593750 Penalty: 822.383118
	Iteration 29Q: 3 clusters Score -434061.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -434071.062500 Penalty: 822.383118
	Iteration 30Q: 3 clusters Score -434071.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -434077.781250 Penalty: 822.383118
	Iteration 31Q: 3 clusters Score -434077.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -434086.531250 Penalty: 822.383118
	Iteration 32Q: 3 clusters Score -434086.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -434094.437500 Penalty: 822.383118
	Iteration 33Q: 3 clusters Score -434094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -434099.968750 Penalty: 822.383118
	Iteration 34Q: 3 clusters Score -434100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -434104.812500 Penalty: 822.383118
	Iteration 35Q: 3 clusters Score -434104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -434106.500000 Penalty: 822.383118
	Iteration 36Q: 3 clusters Score -434106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434107.687500 Penalty: 822.383118
	Iteration 37Q: 3 clusters Score -434107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -434108.062500 Penalty: 822.383118
	Iteration 38Q: 3 clusters Score -434108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -434109.718750 Penalty: 822.383118
	Iteration 39Q: 3 clusters Score -434109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -434110.062500 Penalty: 822.383118
	Iteration 40F: 3 clusters Score -434110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -434110.906250 Penalty: 822.383118
	Iteration 41Q: 3 clusters Score -434110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -434115.468750 Penalty: 822.383118
	Iteration 42Q: 3 clusters Score -434115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -434118.000000 Penalty: 822.383118
	Iteration 43Q: 3 clusters Score -434118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -434123.125000 Penalty: 822.383118
	Iteration 44Q: 3 clusters Score -434123.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -434125.500000 Penalty: 822.383118
	Iteration 45Q: 3 clusters Score -434125.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -434127.968750 Penalty: 822.383118
	Iteration 46Q: 3 clusters Score -434128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -434130.343750 Penalty: 822.383118
	Iteration 47Q: 3 clusters Score -434130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -434133.187500 Penalty: 822.383118
	Iteration 48Q: 3 clusters Score -434133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -434134.468750 Penalty: 822.383118
	Iteration 49Q: 3 clusters Score -434134.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -434136.656250 Penalty: 822.383118
	Iteration 50Q: 3 clusters Score -434136.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -434140.187500 Penalty: 822.383118
	Iteration 51Q: 3 clusters Score -434140.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -434142.031250 Penalty: 822.383118
	Iteration 52Q: 3 clusters Score -434142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -434147.375000 Penalty: 822.383118
	Iteration 53Q: 3 clusters Score -434147.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -434149.000000 Penalty: 822.383118
	Iteration 54Q: 3 clusters Score -434149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -434151.562500 Penalty: 822.383118
	Iteration 55Q: 3 clusters Score -434151.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -434154.500000 Penalty: 822.383118
	Iteration 56Q: 3 clusters Score -434154.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -434160.312500 Penalty: 822.383118
	Iteration 57Q: 3 clusters Score -434160.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -434165.625000 Penalty: 822.383118
	Iteration 58Q: 3 clusters Score -434165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -434170.062500 Penalty: 822.383118
	Iteration 59Q: 3 clusters Score -434170.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -434173.687500 Penalty: 822.383118
	Iteration 60F: 3 clusters Score -434173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -434174.125000 Penalty: 822.383118
	Iteration 61Q: 3 clusters Score -434174.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -434176.937500 Penalty: 822.383118
	Iteration 62Q: 3 clusters Score -434176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -434180.718750 Penalty: 822.383118
	Iteration 63Q: 3 clusters Score -434180.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -434186.000000 Penalty: 822.383118
	Iteration 64Q: 3 clusters Score -434186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -434189.218750 Penalty: 822.383118
	Iteration 65Q: 3 clusters Score -434189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -434192.156250 Penalty: 822.383118
	Iteration 66Q: 3 clusters Score -434192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -434192.312500 Penalty: 822.383118
	Iteration 67Q: 3 clusters Score -434192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -434194.062500 Penalty: 822.383118
	Iteration 68Q: 3 clusters Score -434194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -434195.500000 Penalty: 822.383118
	Iteration 69Q: 3 clusters Score -434195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -434196.500000 Penalty: 822.383118
	Iteration 70Q: 3 clusters Score -434196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -434197.343750 Penalty: 822.383118
	Iteration 71Q: 3 clusters Score -434197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -434198.593750 Penalty: 822.383118
	Iteration 72Q: 3 clusters Score -434198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -434198.718750 Penalty: 822.383118
	Iteration 73Q: 3 clusters Score -434198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -434199.937500 Penalty: 822.383118
	Iteration 74Q: 3 clusters Score -434199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -434200.687500 Penalty: 822.383118
	Iteration 75Q: 3 clusters Score -434200.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 822.383118
	Iteration 76Q: 3 clusters Score -434201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -434202.468750 Penalty: 822.383118
	Iteration 77Q: 3 clusters Score -434202.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -434204.500000 Penalty: 822.383118
	Iteration 78Q: 3 clusters Score -434204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -434208.593750 Penalty: 822.383118
	Iteration 79Q: 3 clusters Score -434208.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -434210.250000 Penalty: 822.383118
	Iteration 80F: 3 clusters Score -434210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -434213.531250 Penalty: 822.383118
	Iteration 81Q: 3 clusters Score -434213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -434215.968750 Penalty: 822.383118
	Iteration 82Q: 3 clusters Score -434216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -434217.968750 Penalty: 822.383118
	Iteration 83Q: 3 clusters Score -434218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -434217.843750 Penalty: 822.383118
	Iteration 84Q: 3 clusters Score -434217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -434220.125000 Penalty: 822.383118
	Iteration 85Q: 3 clusters Score -434220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -434220.656250 Penalty: 822.383118
	Iteration 86Q: 3 clusters Score -434220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -434220.062500 Penalty: 822.383118
	Iteration 87Q: 3 clusters Score -434220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -434220.406250 Penalty: 822.383118
	Iteration 88Q: 3 clusters Score -434220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -434221.187500 Penalty: 822.383118
	Iteration 89Q: 3 clusters Score -434221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -434222.281250 Penalty: 822.383118
	Iteration 90Q: 3 clusters Score -434222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -434223.125000 Penalty: 822.383118
	Iteration 91Q: 3 clusters Score -434223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -434224.062500 Penalty: 822.383118
	Iteration 92Q: 3 clusters Score -434224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -434224.062500 Penalty: 822.383118
	Iteration 93F: 3 clusters Score -434224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -9050.083984 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -9050.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8785.907227 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -8785.907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8874.169922 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -8874.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8895.366211 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -8895.366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8899.110352 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -8899.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8906.234375 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -8906.234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8914.819336 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -8914.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8922.290039 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -8922.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8926.103516 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -8926.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8930.625977 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -8930.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8930.625977 Penalty: 494.865234
	Iteration 9F: 3 clusters Score -8930.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12525 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44310 members 
Mstep: Class 8 contains 40574 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340817 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67105 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306778.000000 Penalty: 11995.464844
Iteration 199Q: 21 clusters Score -2.530678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12525 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44303 members 
Mstep: Class 8 contains 40575 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340826 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306782.000000 Penalty: 11995.464844
Iteration 200F: 21 clusters Score -2.530678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12526 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44301 members 
Mstep: Class 8 contains 40576 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340829 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67100 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306774.000000 Penalty: 11995.464844
Iteration 201Q: 21 clusters Score -2.530677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12527 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44300 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340831 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67096 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306770.000000 Penalty: 11995.464844
Iteration 202Q: 21 clusters Score -2.530677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 40580 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340841 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67087 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306770.000000 Penalty: 11995.464844
Iteration 203Q: 21 clusters Score -2.530677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44291 members 
Mstep: Class 8 contains 40582 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340847 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67084 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306752.000000 Penalty: 11995.464844
Iteration 204Q: 21 clusters Score -2.530675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44288 members 
Mstep: Class 8 contains 40582 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340856 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67083 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306744.000000 Penalty: 11995.464844
Iteration 205Q: 21 clusters Score -2.530674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44284 members 
Mstep: Class 8 contains 40583 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340865 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67080 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306728.000000 Penalty: 11995.464844
Iteration 206Q: 21 clusters Score -2.530673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44277 members 
Mstep: Class 8 contains 40584 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340878 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67073 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306714.000000 Penalty: 11995.464844
Iteration 207Q: 21 clusters Score -2.530671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44275 members 
Mstep: Class 8 contains 40585 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340885 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67067 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306704.000000 Penalty: 11995.464844
Iteration 208Q: 21 clusters Score -2.53067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44272 members 
Mstep: Class 8 contains 40587 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340891 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67061 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306690.000000 Penalty: 11995.464844
Iteration 209Q: 21 clusters Score -2.530669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 40589 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340895 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67057 members 
Mstep: Class 19 contains 8411 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306708.000000 Penalty: 11995.464844
Iteration 210Q: 21 clusters Score -2.530671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44266 members 
Mstep: Class 8 contains 40593 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340896 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67052 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306688.000000 Penalty: 11995.464844
Iteration 211Q: 21 clusters Score -2.530669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44263 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340901 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67045 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306672.000000 Penalty: 11995.464844
Iteration 212Q: 21 clusters Score -2.530667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44261 members 
Mstep: Class 8 contains 40598 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340901 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67042 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306688.000000 Penalty: 11995.464844
Iteration 213Q: 21 clusters Score -2.530669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340902 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67041 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306702.000000 Penalty: 11995.464844
Iteration 214Q: 21 clusters Score -2.53067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340905 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67039 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306692.000000 Penalty: 11995.464844
Iteration 215Q: 21 clusters Score -2.530669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44257 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340907 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67037 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306674.000000 Penalty: 11995.464844
Iteration 216Q: 21 clusters Score -2.530667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340911 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67034 members 
Mstep: Class 19 contains 8414 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306682.000000 Penalty: 11995.464844
Iteration 217Q: 21 clusters Score -2.530668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340913 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67031 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306688.000000 Penalty: 11995.464844
Iteration 218Q: 21 clusters Score -2.530669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340915 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67029 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306682.000000 Penalty: 11995.464844
Iteration 219Q: 21 clusters Score -2.530668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340921 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67022 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306696.000000 Penalty: 11995.464844
Iteration 220F: 21 clusters Score -2.53067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340926 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67016 members 
Mstep: Class 19 contains 8417 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306690.000000 Penalty: 11995.464844
Iteration 221Q: 21 clusters Score -2.530669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12530 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340935 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 67006 members 
Mstep: Class 19 contains 8418 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306696.000000 Penalty: 11995.464844
Iteration 222Q: 21 clusters Score -2.53067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340942 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66999 members 
Mstep: Class 19 contains 8419 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306700.000000 Penalty: 11995.464844
Iteration 223Q: 21 clusters Score -2.53067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44249 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340943 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66997 members 
Mstep: Class 19 contains 8421 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306700.000000 Penalty: 11995.464844
Iteration 224Q: 21 clusters Score -2.53067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44247 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340946 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66994 members 
Mstep: Class 19 contains 8423 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306702.000000 Penalty: 11995.464844
Iteration 225Q: 21 clusters Score -2.53067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44246 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340951 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66991 members 
Mstep: Class 19 contains 8423 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306704.000000 Penalty: 11995.464844
Iteration 226Q: 21 clusters Score -2.53067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340955 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66988 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306694.000000 Penalty: 11995.464844
Iteration 227Q: 21 clusters Score -2.530669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340958 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66983 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306706.000000 Penalty: 11995.464844
Iteration 228Q: 21 clusters Score -2.530671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340960 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66980 members 
Mstep: Class 19 contains 8425 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306696.000000 Penalty: 11995.464844
Iteration 229Q: 21 clusters Score -2.53067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40601 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340960 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66977 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306694.000000 Penalty: 11995.464844
Iteration 230Q: 21 clusters Score -2.530669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40601 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340965 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66970 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306682.000000 Penalty: 11995.464844
Iteration 231Q: 21 clusters Score -2.530668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40601 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340970 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66966 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306678.000000 Penalty: 11995.464844
Iteration 232Q: 21 clusters Score -2.530668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12532 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340969 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66965 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306678.000000 Penalty: 11995.464844
Iteration 233Q: 21 clusters Score -2.530668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12532 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340970 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66964 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306678.000000 Penalty: 11995.464844
Iteration 234Q: 21 clusters Score -2.530668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12532 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340971 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66963 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306678.000000 Penalty: 11995.464844
Iteration 235Q: 21 clusters Score -2.530668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12532 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340971 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66963 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25306678.000000 Penalty: 11995.464844
Iteration 236F: 21 clusters Score -2.530668e+07 nChanged 0
Entering ConstructFrom: 
Score: -25306678.000000 Penalty: 11995.464844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -35190.425781 Penalty: 300.908997
	Iteration 0F: 2 clusters Score -35190.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34543.910156 Penalty: 601.817993
	Iteration 0F: 3 clusters Score -34543.91 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34706.179688 Penalty: 601.817993
	Iteration 1F: 3 clusters Score -34706.18 nChanged 59
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: -34736.023438 Penalty: 601.817993
	Iteration 2F: 3 clusters Score -34736.02 nChanged 43
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: -34764.363281 Penalty: 601.817993
	Iteration 3F: 3 clusters Score -34764.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34790.144531 Penalty: 601.817993
	Iteration 4Q: 3 clusters Score -34790.14 nChanged 24
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: -34802.531250 Penalty: 601.817993
	Iteration 5Q: 3 clusters Score -34802.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34812.433594 Penalty: 601.817993
	Iteration 6Q: 3 clusters Score -34812.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -34822.265625 Penalty: 601.817993
	Iteration 7Q: 3 clusters Score -34822.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -34841.570312 Penalty: 601.817993
	Iteration 8Q: 3 clusters Score -34841.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34856.257812 Penalty: 601.817993
	Iteration 9Q: 3 clusters Score -34856.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -34863.636719 Penalty: 601.817993
	Iteration 10Q: 3 clusters Score -34863.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34872.570312 Penalty: 601.817993
	Iteration 11Q: 3 clusters Score -34872.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -34878.074219 Penalty: 601.817993
	Iteration 12Q: 3 clusters Score -34878.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -34885.855469 Penalty: 601.817993
	Iteration 13Q: 3 clusters Score -34885.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34892.511719 Penalty: 601.817993
	Iteration 14Q: 3 clusters Score -34892.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34896.433594 Penalty: 601.817993
	Iteration 15Q: 3 clusters Score -34896.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -34900.429688 Penalty: 601.817993
	Iteration 16Q: 3 clusters Score -34900.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -34904.109375 Penalty: 601.817993
	Iteration 17Q: 3 clusters Score -34904.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34911.078125 Penalty: 601.817993
	Iteration 18Q: 3 clusters Score -34911.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -34921.320312 Penalty: 601.817993
	Iteration 19Q: 3 clusters Score -34921.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -34934.820312 Penalty: 601.817993
	Iteration 20F: 3 clusters Score -34934.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -34946.488281 Penalty: 601.817993
	Iteration 21Q: 3 clusters Score -34946.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -34951.199219 Penalty: 601.817993
	Iteration 22Q: 3 clusters Score -34951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -34955.148438 Penalty: 601.817993
	Iteration 23Q: 3 clusters Score -34955.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34959.195312 Penalty: 601.817993
	Iteration 24Q: 3 clusters Score -34959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -34965.273438 Penalty: 601.817993
	Iteration 25Q: 3 clusters Score -34965.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -34966.718750 Penalty: 601.817993
	Iteration 26Q: 3 clusters Score -34966.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -34966.824219 Penalty: 601.817993
	Iteration 27Q: 3 clusters Score -34966.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -34967.312500 Penalty: 601.817993
	Iteration 28Q: 3 clusters Score -34967.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -34968.156250 Penalty: 601.817993
	Iteration 29Q: 3 clusters Score -34968.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -34969.488281 Penalty: 601.817993
	Iteration 30Q: 3 clusters Score -34969.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -34972.597656 Penalty: 601.817993
	Iteration 31Q: 3 clusters Score -34972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -34974.125000 Penalty: 601.817993
	Iteration 32Q: 3 clusters Score -34974.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -34976.242188 Penalty: 601.817993
	Iteration 33Q: 3 clusters Score -34976.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34977.839844 Penalty: 601.817993
	Iteration 34Q: 3 clusters Score -34977.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -34980.476562 Penalty: 601.817993
	Iteration 35Q: 3 clusters Score -34980.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34983.433594 Penalty: 601.817993
	Iteration 36Q: 3 clusters Score -34983.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -34986.171875 Penalty: 601.817993
	Iteration 37Q: 3 clusters Score -34986.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34986.847656 Penalty: 601.817993
	Iteration 38Q: 3 clusters Score -34986.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34986.847656 Penalty: 601.817993
	Iteration 39F: 3 clusters Score -34986.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Entering Unmasked Estep 
Score: -651945.125000 Penalty: 429.339874
	Iteration 0F: 2 clusters Score -651945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -643462.812500 Penalty: 858.679749
	Iteration 0F: 3 clusters Score -643462.8 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -647052.562500 Penalty: 858.679749
	Iteration 1F: 3 clusters Score -647052.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -647392.562500 Penalty: 858.679749
	Iteration 2F: 3 clusters Score -647392.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -647897.687500 Penalty: 858.679749
	Iteration 3F: 3 clusters Score -647897.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -648522.312500 Penalty: 858.679749
	Iteration 4F: 3 clusters Score -648522.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -649286.562500 Penalty: 858.679749
	Iteration 5F: 3 clusters Score -649286.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -650109.000000 Penalty: 858.679749
	Iteration 6F: 3 clusters Score -650109 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -650771.250000 Penalty: 858.679749
	Iteration 7F: 3 clusters Score -650771.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -651142.125000 Penalty: 858.679749
	Iteration 8Q: 3 clusters Score -651142.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -651373.750000 Penalty: 858.679749
	Iteration 9Q: 3 clusters Score -651373.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -651531.875000 Penalty: 858.679749
	Iteration 10Q: 3 clusters Score -651531.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -651641.437500 Penalty: 858.679749
	Iteration 11Q: 3 clusters Score -651641.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -651705.062500 Penalty: 858.679749
	Iteration 12Q: 3 clusters Score -651705.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -651735.625000 Penalty: 858.679749
	Iteration 13Q: 3 clusters Score -651735.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -651753.187500 Penalty: 858.679749
	Iteration 14Q: 3 clusters Score -651753.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -651760.250000 Penalty: 858.679749
	Iteration 15Q: 3 clusters Score -651760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -651765.937500 Penalty: 858.679749
	Iteration 16Q: 3 clusters Score -651765.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -651768.187500 Penalty: 858.679749
	Iteration 17Q: 3 clusters Score -651768.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -651768.750000 Penalty: 858.679749
	Iteration 18Q: 3 clusters Score -651768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -651770.250000 Penalty: 858.679749
	Iteration 19Q: 3 clusters Score -651770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -651771.125000 Penalty: 858.679749
	Iteration 20F: 3 clusters Score -651771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -651772.937500 Penalty: 858.679749
	Iteration 21Q: 3 clusters Score -651772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -651774.437500 Penalty: 858.679749
	Iteration 22Q: 3 clusters Score -651774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -651778.000000 Penalty: 858.679749
	Iteration 23Q: 3 clusters Score -651778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -651781.000000 Penalty: 858.679749
	Iteration 24Q: 3 clusters Score -651781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -651780.625000 Penalty: 858.679749
	Iteration 25Q: 3 clusters Score -651780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -651782.500000 Penalty: 858.679749
	Iteration 26Q: 3 clusters Score -651782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -651782.375000 Penalty: 858.679749
	Iteration 27Q: 3 clusters Score -651782.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -651785.500000 Penalty: 858.679749
	Iteration 28Q: 3 clusters Score -651785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -651785.812500 Penalty: 858.679749
	Iteration 29Q: 3 clusters Score -651785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -651787.687500 Penalty: 858.679749
	Iteration 30Q: 3 clusters Score -651787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -651789.437500 Penalty: 858.679749
	Iteration 31Q: 3 clusters Score -651789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -651789.750000 Penalty: 858.679749
	Iteration 32Q: 3 clusters Score -651789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -651790.375000 Penalty: 858.679749
	Iteration 33Q: 3 clusters Score -651790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -651791.687500 Penalty: 858.679749
	Iteration 34Q: 3 clusters Score -651791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -651792.375000 Penalty: 858.679749
	Iteration 35Q: 3 clusters Score -651792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -651793.875000 Penalty: 858.679749
	Iteration 36Q: 3 clusters Score -651793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -651795.437500 Penalty: 858.679749
	Iteration 37Q: 3 clusters Score -651795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -651796.000000 Penalty: 858.679749
	Iteration 38Q: 3 clusters Score -651796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -651797.437500 Penalty: 858.679749
	Iteration 39Q: 3 clusters Score -651797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -651798.375000 Penalty: 858.679749
	Iteration 40F: 3 clusters Score -651798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -651797.937500 Penalty: 858.679749
	Iteration 41Q: 3 clusters Score -651797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -651799.625000 Penalty: 858.679749
	Iteration 42Q: 3 clusters Score -651799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -651798.375000 Penalty: 858.679749
	Iteration 43Q: 3 clusters Score -651798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -651800.125000 Penalty: 858.679749
	Iteration 44Q: 3 clusters Score -651800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -651800.125000 Penalty: 858.679749
	Iteration 45F: 3 clusters Score -651800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -17449.134766 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -17449.13 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 216 members 
Entering Unmasked Estep 
Score: -17011.115234 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -17011.12 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17127.935547 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -17127.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17217.083984 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -17217.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17297.171875 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -17297.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17364.447266 Penalty: 544.995483
	Iteration 4F: 3 clusters Score -17364.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17417.572266 Penalty: 544.995483
	Iteration 5F: 3 clusters Score -17417.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17439.789062 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -17439.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17443.626953 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -17443.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17444.392578 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -17444.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17444.929688 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -17444.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17444.929688 Penalty: 544.995483
	Iteration 10F: 3 clusters Score -17444.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -28524.259766 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -28524.26 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 314 members 
Entering Unmasked Estep 
Score: -27984.693359 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -27984.69 nChanged 218
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: -28144.269531 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -28144.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28169.744141 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -28169.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28185.679688 Penalty: 584.219543
	Iteration 3Q: 3 clusters Score -28185.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28195.435547 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -28195.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28204.113281 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -28204.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28211.050781 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -28211.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -28216.791016 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -28216.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28223.382812 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -28223.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28233.035156 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -28233.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28239.931641 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -28239.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28250.664062 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -28250.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -28262.761719 Penalty: 584.219543
	Iteration 12Q: 3 clusters Score -28262.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -28270.556641 Penalty: 584.219543
	Iteration 13Q: 3 clusters Score -28270.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -28284.917969 Penalty: 584.219543
	Iteration 14Q: 3 clusters Score -28284.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28286.552734 Penalty: 584.219543
	Iteration 15Q: 3 clusters Score -28286.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28288.351562 Penalty: 584.219543
	Iteration 16Q: 3 clusters Score -28288.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28289.205078 Penalty: 584.219543
	Iteration 17Q: 3 clusters Score -28289.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28289.205078 Penalty: 584.219543
	Iteration 18F: 3 clusters Score -28289.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -108167.882812 Penalty: 351.119232
	Iteration 0F: 2 clusters Score -108167.9 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 1097 members 
Entering Unmasked Estep 
Score: -106584.195312 Penalty: 702.238464
	Iteration 0F: 3 clusters Score -106584.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -107092.734375 Penalty: 702.238464
	Iteration 1F: 3 clusters Score -107092.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -107158.953125 Penalty: 702.238464
	Iteration 2F: 3 clusters Score -107159 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107206.992188 Penalty: 702.238464
	Iteration 3Q: 3 clusters Score -107207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -107252.031250 Penalty: 702.238464
	Iteration 4Q: 3 clusters Score -107252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -107312.734375 Penalty: 702.238464
	Iteration 5Q: 3 clusters Score -107312.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -107386.125000 Penalty: 702.238464
	Iteration 6Q: 3 clusters Score -107386.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -107494.359375 Penalty: 702.238464
	Iteration 7Q: 3 clusters Score -107494.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107581.289062 Penalty: 702.238464
	Iteration 8Q: 3 clusters Score -107581.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -107643.695312 Penalty: 702.238464
	Iteration 9Q: 3 clusters Score -107643.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -107694.898438 Penalty: 702.238464
	Iteration 10Q: 3 clusters Score -107694.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107724.531250 Penalty: 702.238464
	Iteration 11Q: 3 clusters Score -107724.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -107753.296875 Penalty: 702.238464
	Iteration 12Q: 3 clusters Score -107753.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -107779.343750 Penalty: 702.238464
	Iteration 13Q: 3 clusters Score -107779.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -107802.601562 Penalty: 702.238464
	Iteration 14Q: 3 clusters Score -107802.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -107821.523438 Penalty: 702.238464
	Iteration 15Q: 3 clusters Score -107821.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107836.898438 Penalty: 702.238464
	Iteration 16Q: 3 clusters Score -107836.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107850.773438 Penalty: 702.238464
	Iteration 17Q: 3 clusters Score -107850.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107864.234375 Penalty: 702.238464
	Iteration 18Q: 3 clusters Score -107864.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107878.296875 Penalty: 702.238464
	Iteration 19Q: 3 clusters Score -107878.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -107891.671875 Penalty: 702.238464
	Iteration 20F: 3 clusters Score -107891.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107900.593750 Penalty: 702.238464
	Iteration 21Q: 3 clusters Score -107900.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107907.945312 Penalty: 702.238464
	Iteration 22Q: 3 clusters Score -107907.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107915.328125 Penalty: 702.238464
	Iteration 23Q: 3 clusters Score -107915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107919.320312 Penalty: 702.238464
	Iteration 24Q: 3 clusters Score -107919.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107925.609375 Penalty: 702.238464
	Iteration 25Q: 3 clusters Score -107925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107929.109375 Penalty: 702.238464
	Iteration 26Q: 3 clusters Score -107929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107934.046875 Penalty: 702.238464
	Iteration 27Q: 3 clusters Score -107934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107940.742188 Penalty: 702.238464
	Iteration 28Q: 3 clusters Score -107940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107944.679688 Penalty: 702.238464
	Iteration 29Q: 3 clusters Score -107944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107946.242188 Penalty: 702.238464
	Iteration 30Q: 3 clusters Score -107946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -107947.351562 Penalty: 702.238464
	Iteration 31Q: 3 clusters Score -107947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107948.914062 Penalty: 702.238464
	Iteration 32Q: 3 clusters Score -107948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107950.656250 Penalty: 702.238464
	Iteration 33Q: 3 clusters Score -107950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107951.625000 Penalty: 702.238464
	Iteration 34Q: 3 clusters Score -107951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107953.007812 Penalty: 702.238464
	Iteration 35Q: 3 clusters Score -107953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107953.429688 Penalty: 702.238464
	Iteration 36Q: 3 clusters Score -107953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107955.062500 Penalty: 702.238464
	Iteration 37Q: 3 clusters Score -107955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107957.031250 Penalty: 702.238464
	Iteration 38Q: 3 clusters Score -107957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107958.312500 Penalty: 702.238464
	Iteration 39Q: 3 clusters Score -107958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107959.406250 Penalty: 702.238464
	Iteration 40F: 3 clusters Score -107959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107959.632812 Penalty: 702.238464
	Iteration 41Q: 3 clusters Score -107959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107959.890625 Penalty: 702.238464
	Iteration 42Q: 3 clusters Score -107959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107960.421875 Penalty: 702.238464
	Iteration 43Q: 3 clusters Score -107960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107960.492188 Penalty: 702.238464
	Iteration 44Q: 3 clusters Score -107960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107960.492188 Penalty: 702.238464
	Iteration 45F: 3 clusters Score -107960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -16023.284180 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -16023.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15636.623047 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -15636.62 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15723.769531 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -15723.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15750.427734 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -15750.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15759.700195 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -15759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15764.807617 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -15764.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15767.437500 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -15767.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15770.275391 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -15770.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15771.859375 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -15771.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15772.777344 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -15772.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15772.777344 Penalty: 530.967773
	Iteration 9F: 3 clusters Score -15772.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2048784.625000 Penalty: 486.734100
	Iteration 0F: 2 clusters Score -2048785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2019172.250000 Penalty: 973.468201
	Iteration 0F: 3 clusters Score -2019172 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2032551.625000 Penalty: 973.468201
	Iteration 1F: 3 clusters Score -2032552 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2033504.000000 Penalty: 973.468201
	Iteration 2Q: 3 clusters Score -2033504 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2034860.625000 Penalty: 973.468201
	Iteration 3F: 3 clusters Score -2034861 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2036573.625000 Penalty: 973.468201
	Iteration 4F: 3 clusters Score -2036574 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2038660.250000 Penalty: 973.468201
	Iteration 5F: 3 clusters Score -2038660 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2041190.125000 Penalty: 973.468201
	Iteration 6F: 3 clusters Score -2041190 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2043946.625000 Penalty: 973.468201
	Iteration 7F: 3 clusters Score -2043947 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2046154.750000 Penalty: 973.468201
	Iteration 8Q: 3 clusters Score -2046155 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2047489.250000 Penalty: 973.468201
	Iteration 9Q: 3 clusters Score -2047489 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2047985.625000 Penalty: 973.468201
	Iteration 10Q: 3 clusters Score -2047986 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2048213.250000 Penalty: 973.468201
	Iteration 11Q: 3 clusters Score -2048213 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2048333.875000 Penalty: 973.468201
	Iteration 12Q: 3 clusters Score -2048334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2048415.125000 Penalty: 973.468201
	Iteration 13Q: 3 clusters Score -2048415 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2048468.125000 Penalty: 973.468201
	Iteration 14Q: 3 clusters Score -2048468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2048491.250000 Penalty: 973.468201
	Iteration 15Q: 3 clusters Score -2048491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2048507.875000 Penalty: 973.468201
	Iteration 16Q: 3 clusters Score -2048508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2048512.500000 Penalty: 973.468201
	Iteration 17Q: 3 clusters Score -2048512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2048519.000000 Penalty: 973.468201
	Iteration 18Q: 3 clusters Score -2048519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2048528.875000 Penalty: 973.468201
	Iteration 19Q: 3 clusters Score -2048529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2048532.625000 Penalty: 973.468201
	Iteration 20F: 3 clusters Score -2048533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2048537.250000 Penalty: 973.468201
	Iteration 21Q: 3 clusters Score -2048537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2048543.000000 Penalty: 973.468201
	Iteration 22Q: 3 clusters Score -2048543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2048545.125000 Penalty: 973.468201
	Iteration 23Q: 3 clusters Score -2048545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2048547.125000 Penalty: 973.468201
	Iteration 24Q: 3 clusters Score -2048547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2048547.375000 Penalty: 973.468201
	Iteration 25Q: 3 clusters Score -2048547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2048553.125000 Penalty: 973.468201
	Iteration 26Q: 3 clusters Score -2048553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2048556.750000 Penalty: 973.468201
	Iteration 27Q: 3 clusters Score -2048557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2048557.375000 Penalty: 973.468201
	Iteration 28Q: 3 clusters Score -2048557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2048561.125000 Penalty: 973.468201
	Iteration 29Q: 3 clusters Score -2048561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2048568.750000 Penalty: 973.468201
	Iteration 30Q: 3 clusters Score -2048569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2048568.125000 Penalty: 973.468201
	Iteration 31Q: 3 clusters Score -2048568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2048569.375000 Penalty: 973.468201
	Iteration 32Q: 3 clusters Score -2048569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2048569.125000 Penalty: 973.468201
	Iteration 33Q: 3 clusters Score -2048569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2048571.125000 Penalty: 973.468201
	Iteration 34Q: 3 clusters Score -2048571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2048570.500000 Penalty: 973.468201
	Iteration 35Q: 3 clusters Score -2048570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2048570.500000 Penalty: 973.468201
	Iteration 36F: 3 clusters Score -2048570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Entering Unmasked Estep 
Score: -2086112.375000 Penalty: 482.826538
	Iteration 0F: 2 clusters Score -2086112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2058891.750000 Penalty: 965.653076
	Iteration 0F: 3 clusters Score -2058892 nChanged 19593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2071153.000000 Penalty: 965.653076
	Iteration 1F: 3 clusters Score -2071153 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2072279.250000 Penalty: 965.653076
	Iteration 2Q: 3 clusters Score -2072279 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2073949.875000 Penalty: 965.653076
	Iteration 3F: 3 clusters Score -2073950 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2076137.875000 Penalty: 965.653076
	Iteration 4F: 3 clusters Score -2076138 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2078503.875000 Penalty: 965.653076
	Iteration 5F: 3 clusters Score -2078504 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2080131.250000 Penalty: 965.653076
	Iteration 6F: 3 clusters Score -2080131 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2080925.750000 Penalty: 965.653076
	Iteration 7Q: 3 clusters Score -2080926 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2081318.250000 Penalty: 965.653076
	Iteration 8Q: 3 clusters Score -2081318 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2081573.000000 Penalty: 965.653076
	Iteration 9Q: 3 clusters Score -2081573 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2081797.375000 Penalty: 965.653076
	Iteration 10Q: 3 clusters Score -2081797 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2082019.625000 Penalty: 965.653076
	Iteration 11Q: 3 clusters Score -2082020 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2082259.250000 Penalty: 965.653076
	Iteration 12Q: 3 clusters Score -2082259 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2082506.125000 Penalty: 965.653076
	Iteration 13Q: 3 clusters Score -2082506 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2082732.250000 Penalty: 965.653076
	Iteration 14Q: 3 clusters Score -2082732 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2082969.125000 Penalty: 965.653076
	Iteration 15Q: 3 clusters Score -2082969 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2083196.000000 Penalty: 965.653076
	Iteration 16Q: 3 clusters Score -2083196 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2083422.500000 Penalty: 965.653076
	Iteration 17Q: 3 clusters Score -2083422 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2083670.875000 Penalty: 965.653076
	Iteration 18Q: 3 clusters Score -2083671 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2083905.750000 Penalty: 965.653076
	Iteration 19Q: 3 clusters Score -2083906 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2084144.125000 Penalty: 965.653076
	Iteration 20F: 3 clusters Score -2084144 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2084359.500000 Penalty: 965.653076
	Iteration 21Q: 3 clusters Score -2084360 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2084570.625000 Penalty: 965.653076
	Iteration 22Q: 3 clusters Score -2084571 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2084807.125000 Penalty: 965.653076
	Iteration 23Q: 3 clusters Score -2084807 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2084994.625000 Penalty: 965.653076
	Iteration 24Q: 3 clusters Score -2084995 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2085131.875000 Penalty: 965.653076
	Iteration 25Q: 3 clusters Score -2085132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2085247.750000 Penalty: 965.653076
	Iteration 26Q: 3 clusters Score -2085248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2085336.750000 Penalty: 965.653076
	Iteration 27Q: 3 clusters Score -2085337 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2085416.125000 Penalty: 965.653076
	Iteration 28Q: 3 clusters Score -2085416 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2085469.375000 Penalty: 965.653076
	Iteration 29Q: 3 clusters Score -2085469 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2085523.000000 Penalty: 965.653076
	Iteration 30Q: 3 clusters Score -2085523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2085555.875000 Penalty: 965.653076
	Iteration 31Q: 3 clusters Score -2085556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2085586.875000 Penalty: 965.653076
	Iteration 32Q: 3 clusters Score -2085587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2085610.000000 Penalty: 965.653076
	Iteration 33Q: 3 clusters Score -2085610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2085632.000000 Penalty: 965.653076
	Iteration 34Q: 3 clusters Score -2085632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2085641.625000 Penalty: 965.653076
	Iteration 35Q: 3 clusters Score -2085642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2085653.500000 Penalty: 965.653076
	Iteration 36Q: 3 clusters Score -2085654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2085664.250000 Penalty: 965.653076
	Iteration 37Q: 3 clusters Score -2085664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2085668.750000 Penalty: 965.653076
	Iteration 38Q: 3 clusters Score -2085669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2085673.750000 Penalty: 965.653076
	Iteration 39Q: 3 clusters Score -2085674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2085681.125000 Penalty: 965.653076
	Iteration 40F: 3 clusters Score -2085681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2085692.000000 Penalty: 965.653076
	Iteration 41Q: 3 clusters Score -2085692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2085700.875000 Penalty: 965.653076
	Iteration 42Q: 3 clusters Score -2085701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2085707.875000 Penalty: 965.653076
	Iteration 43Q: 3 clusters Score -2085708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2085708.625000 Penalty: 965.653076
	Iteration 44Q: 3 clusters Score -2085709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2085713.500000 Penalty: 965.653076
	Iteration 45Q: 3 clusters Score -2085714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2085716.750000 Penalty: 965.653076
	Iteration 46Q: 3 clusters Score -2085717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2085719.875000 Penalty: 965.653076
	Iteration 47Q: 3 clusters Score -2085720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2085719.875000 Penalty: 965.653076
	Iteration 48F: 3 clusters Score -2085720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5872.354980 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5872.355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5624.900391 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5624.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5662.392090 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5662.392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5672.328613 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -5672.329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5678.237305 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5678.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5682.114746 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -5682.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5683.295410 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -5683.295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5683.295410 Penalty: 444.334991
	Iteration 6F: 3 clusters Score -5683.295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7331.746582 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7331.747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7087.775391 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -7087.775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7200.868652 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -7200.869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7245.359375 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -7245.359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7272.643555 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -7272.644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7306.590820 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -7306.591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7341.166016 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -7341.166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7383.325195 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -7383.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7389.618652 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -7389.619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7401.819824 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -7401.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7401.819824 Penalty: 474.559143
	Iteration 9F: 3 clusters Score -7401.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12532 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 342 members 
Mstep: Class 7 contains 44243 members 
Mstep: Class 8 contains 40602 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 340971 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 66963 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 41 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
Score: -25306392.000000 Penalty: 12595.238281
Splitting cluster 10 changes total score from -25306678.000000 to -25306392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -48557.386719 Penalty: 311.487549
	Iteration 0F: 2 clusters Score -48557.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47781.738281 Penalty: 622.975098
	Iteration 0F: 3 clusters Score -47781.74 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47986.195312 Penalty: 622.975098
	Iteration 1F: 3 clusters Score -47986.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48027.121094 Penalty: 622.975098
	Iteration 2F: 3 clusters Score -48027.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48061.156250 Penalty: 622.975098
	Iteration 3Q: 3 clusters Score -48061.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48089.722656 Penalty: 622.975098
	Iteration 4Q: 3 clusters Score -48089.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48107.359375 Penalty: 622.975098
	Iteration 5Q: 3 clusters Score -48107.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48123.195312 Penalty: 622.975098
	Iteration 6Q: 3 clusters Score -48123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -48138.187500 Penalty: 622.975098
	Iteration 7Q: 3 clusters Score -48138.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48150.199219 Penalty: 622.975098
	Iteration 8Q: 3 clusters Score -48150.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48165.882812 Penalty: 622.975098
	Iteration 9Q: 3 clusters Score -48165.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48172.855469 Penalty: 622.975098
	Iteration 10Q: 3 clusters Score -48172.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48176.925781 Penalty: 622.975098
	Iteration 11Q: 3 clusters Score -48176.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48181.636719 Penalty: 622.975098
	Iteration 12Q: 3 clusters Score -48181.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48189.492188 Penalty: 622.975098
	Iteration 13Q: 3 clusters Score -48189.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48195.468750 Penalty: 622.975098
	Iteration 14Q: 3 clusters Score -48195.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48202.140625 Penalty: 622.975098
	Iteration 15Q: 3 clusters Score -48202.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48205.855469 Penalty: 622.975098
	Iteration 16Q: 3 clusters Score -48205.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48209.667969 Penalty: 622.975098
	Iteration 17Q: 3 clusters Score -48209.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48212.875000 Penalty: 622.975098
	Iteration 18Q: 3 clusters Score -48212.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48215.425781 Penalty: 622.975098
	Iteration 19Q: 3 clusters Score -48215.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48216.511719 Penalty: 622.975098
	Iteration 20F: 3 clusters Score -48216.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48217.031250 Penalty: 622.975098
	Iteration 21Q: 3 clusters Score -48217.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48217.937500 Penalty: 622.975098
	Iteration 22Q: 3 clusters Score -48217.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48218.988281 Penalty: 622.975098
	Iteration 23Q: 3 clusters Score -48218.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48220.222656 Penalty: 622.975098
	Iteration 24Q: 3 clusters Score -48220.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48221.191406 Penalty: 622.975098
	Iteration 25Q: 3 clusters Score -48221.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48222.664062 Penalty: 622.975098
	Iteration 26Q: 3 clusters Score -48222.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48223.757812 Penalty: 622.975098
	Iteration 27Q: 3 clusters Score -48223.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48224.503906 Penalty: 622.975098
	Iteration 28Q: 3 clusters Score -48224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -48226.097656 Penalty: 622.975098
	Iteration 29Q: 3 clusters Score -48226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48229.097656 Penalty: 622.975098
	Iteration 30Q: 3 clusters Score -48229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48232.335938 Penalty: 622.975098
	Iteration 31Q: 3 clusters Score -48232.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48236.128906 Penalty: 622.975098
	Iteration 32Q: 3 clusters Score -48236.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48238.691406 Penalty: 622.975098
	Iteration 33Q: 3 clusters Score -48238.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -48240.714844 Penalty: 622.975098
	Iteration 34Q: 3 clusters Score -48240.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48242.058594 Penalty: 622.975098
	Iteration 35Q: 3 clusters Score -48242.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48242.589844 Penalty: 622.975098
	Iteration 36Q: 3 clusters Score -48242.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48243.535156 Penalty: 622.975098
	Iteration 37Q: 3 clusters Score -48243.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48243.742188 Penalty: 622.975098
	Iteration 38Q: 3 clusters Score -48243.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48243.812500 Penalty: 622.975098
	Iteration 39Q: 3 clusters Score -48243.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48243.812500 Penalty: 622.975098
	Iteration 40F: 3 clusters Score -48243.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -9938.820312 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -9938.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9647.221680 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9647.222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9695.486328 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9695.486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9709.043945 Penalty: 490.820129
	Iteration 2Q: 3 clusters Score -9709.044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9719.857422 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9719.857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9730.207031 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9730.207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9733.826172 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9733.826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9734.699219 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -9734.699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9735.398438 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -9735.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9735.398438 Penalty: 490.820129
	Iteration 8F: 3 clusters Score -9735.398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Entering Unmasked Estep 
Score: -280768.843750 Penalty: 393.342133
	Iteration 0F: 2 clusters Score -280768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -276864.281250 Penalty: 786.684265
	Iteration 0F: 3 clusters Score -276864.3 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -278356.468750 Penalty: 786.684265
	Iteration 1F: 3 clusters Score -278356.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -278461.093750 Penalty: 786.684265
	Iteration 2F: 3 clusters Score -278461.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -278536.968750 Penalty: 786.684265
	Iteration 3Q: 3 clusters Score -278537 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -278615.437500 Penalty: 786.684265
	Iteration 4Q: 3 clusters Score -278615.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -278723.062500 Penalty: 786.684265
	Iteration 5Q: 3 clusters Score -278723.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -278884.406250 Penalty: 786.684265
	Iteration 6Q: 3 clusters Score -278884.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -279117.125000 Penalty: 786.684265
	Iteration 7Q: 3 clusters Score -279117.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -279348.375000 Penalty: 786.684265
	Iteration 8F: 3 clusters Score -279348.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -279525.281250 Penalty: 786.684265
	Iteration 9F: 3 clusters Score -279525.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -279603.562500 Penalty: 786.684265
	Iteration 10Q: 3 clusters Score -279603.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -279644.656250 Penalty: 786.684265
	Iteration 11Q: 3 clusters Score -279644.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -279676.093750 Penalty: 786.684265
	Iteration 12Q: 3 clusters Score -279676.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -279701.500000 Penalty: 786.684265
	Iteration 13Q: 3 clusters Score -279701.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -279735.906250 Penalty: 786.684265
	Iteration 14Q: 3 clusters Score -279735.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -279776.750000 Penalty: 786.684265
	Iteration 15Q: 3 clusters Score -279776.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -279831.843750 Penalty: 786.684265
	Iteration 16Q: 3 clusters Score -279831.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -279908.656250 Penalty: 786.684265
	Iteration 17Q: 3 clusters Score -279908.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -279966.656250 Penalty: 786.684265
	Iteration 18Q: 3 clusters Score -279966.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -280016.437500 Penalty: 786.684265
	Iteration 19Q: 3 clusters Score -280016.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -280074.062500 Penalty: 786.684265
	Iteration 20F: 3 clusters Score -280074.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -280124.000000 Penalty: 786.684265
	Iteration 21Q: 3 clusters Score -280124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -280158.312500 Penalty: 786.684265
	Iteration 22Q: 3 clusters Score -280158.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -280182.718750 Penalty: 786.684265
	Iteration 23Q: 3 clusters Score -280182.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -280204.656250 Penalty: 786.684265
	Iteration 24Q: 3 clusters Score -280204.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -280223.875000 Penalty: 786.684265
	Iteration 25Q: 3 clusters Score -280223.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -280238.187500 Penalty: 786.684265
	Iteration 26Q: 3 clusters Score -280238.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -280249.218750 Penalty: 786.684265
	Iteration 27Q: 3 clusters Score -280249.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -280258.281250 Penalty: 786.684265
	Iteration 28Q: 3 clusters Score -280258.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -280273.437500 Penalty: 786.684265
	Iteration 29Q: 3 clusters Score -280273.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -280288.312500 Penalty: 786.684265
	Iteration 30Q: 3 clusters Score -280288.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -280298.281250 Penalty: 786.684265
	Iteration 31Q: 3 clusters Score -280298.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -280305.750000 Penalty: 786.684265
	Iteration 32Q: 3 clusters Score -280305.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -280311.500000 Penalty: 786.684265
	Iteration 33Q: 3 clusters Score -280311.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -280317.625000 Penalty: 786.684265
	Iteration 34Q: 3 clusters Score -280317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -280323.281250 Penalty: 786.684265
	Iteration 35Q: 3 clusters Score -280323.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -280328.250000 Penalty: 786.684265
	Iteration 36Q: 3 clusters Score -280328.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -280333.031250 Penalty: 786.684265
	Iteration 37Q: 3 clusters Score -280333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -280336.343750 Penalty: 786.684265
	Iteration 38Q: 3 clusters Score -280336.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -280339.562500 Penalty: 786.684265
	Iteration 39Q: 3 clusters Score -280339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -280344.375000 Penalty: 786.684265
	Iteration 40F: 3 clusters Score -280344.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -280352.218750 Penalty: 786.684265
	Iteration 41Q: 3 clusters Score -280352.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -280359.312500 Penalty: 786.684265
	Iteration 42Q: 3 clusters Score -280359.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -280366.000000 Penalty: 786.684265
	Iteration 43Q: 3 clusters Score -280366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -280371.937500 Penalty: 786.684265
	Iteration 44Q: 3 clusters Score -280371.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -280378.312500 Penalty: 786.684265
	Iteration 45Q: 3 clusters Score -280378.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -280387.437500 Penalty: 786.684265
	Iteration 46Q: 3 clusters Score -280387.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -280394.562500 Penalty: 786.684265
	Iteration 47Q: 3 clusters Score -280394.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -280401.343750 Penalty: 786.684265
	Iteration 48Q: 3 clusters Score -280401.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -280406.718750 Penalty: 786.684265
	Iteration 49Q: 3 clusters Score -280406.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -280410.500000 Penalty: 786.684265
	Iteration 50Q: 3 clusters Score -280410.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -280415.093750 Penalty: 786.684265
	Iteration 51Q: 3 clusters Score -280415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -280419.000000 Penalty: 786.684265
	Iteration 52Q: 3 clusters Score -280419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -280420.093750 Penalty: 786.684265
	Iteration 53Q: 3 clusters Score -280420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -280420.718750 Penalty: 786.684265
	Iteration 54Q: 3 clusters Score -280420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -280421.750000 Penalty: 786.684265
	Iteration 55Q: 3 clusters Score -280421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -280422.500000 Penalty: 786.684265
	Iteration 56Q: 3 clusters Score -280422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -280423.437500 Penalty: 786.684265
	Iteration 57Q: 3 clusters Score -280423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -280424.281250 Penalty: 786.684265
	Iteration 58Q: 3 clusters Score -280424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -280426.437500 Penalty: 786.684265
	Iteration 59Q: 3 clusters Score -280426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -280426.968750 Penalty: 786.684265
	Iteration 60F: 3 clusters Score -280427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -280428.500000 Penalty: 786.684265
	Iteration 61Q: 3 clusters Score -280428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -280429.375000 Penalty: 786.684265
	Iteration 62Q: 3 clusters Score -280429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -280429.531250 Penalty: 786.684265
	Iteration 63Q: 3 clusters Score -280429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -280430.625000 Penalty: 786.684265
	Iteration 64Q: 3 clusters Score -280430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -280432.062500 Penalty: 786.684265
	Iteration 65Q: 3 clusters Score -280432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -280433.312500 Penalty: 786.684265
	Iteration 66Q: 3 clusters Score -280433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -280435.625000 Penalty: 786.684265
	Iteration 67Q: 3 clusters Score -280435.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -280438.156250 Penalty: 786.684265
	Iteration 68Q: 3 clusters Score -280438.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -280440.562500 Penalty: 786.684265
	Iteration 69Q: 3 clusters Score -280440.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -280441.468750 Penalty: 786.684265
	Iteration 70Q: 3 clusters Score -280441.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -280442.531250 Penalty: 786.684265
	Iteration 71Q: 3 clusters Score -280442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -280443.718750 Penalty: 786.684265
	Iteration 72Q: 3 clusters Score -280443.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -280444.812500 Penalty: 786.684265
	Iteration 73Q: 3 clusters Score -280444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -280446.937500 Penalty: 786.684265
	Iteration 74Q: 3 clusters Score -280446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -280448.906250 Penalty: 786.684265
	Iteration 75Q: 3 clusters Score -280448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -280450.468750 Penalty: 786.684265
	Iteration 76Q: 3 clusters Score -280450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -280453.625000 Penalty: 786.684265
	Iteration 77Q: 3 clusters Score -280453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -280456.906250 Penalty: 786.684265
	Iteration 78Q: 3 clusters Score -280456.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -280459.125000 Penalty: 786.684265
	Iteration 79Q: 3 clusters Score -280459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -280461.156250 Penalty: 786.684265
	Iteration 80F: 3 clusters Score -280461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -280462.156250 Penalty: 786.684265
	Iteration 81Q: 3 clusters Score -280462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -280463.593750 Penalty: 786.684265
	Iteration 82Q: 3 clusters Score -280463.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -280465.687500 Penalty: 786.684265
	Iteration 83Q: 3 clusters Score -280465.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -280467.625000 Penalty: 786.684265
	Iteration 84Q: 3 clusters Score -280467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -280469.093750 Penalty: 786.684265
	Iteration 85Q: 3 clusters Score -280469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -280469.750000 Penalty: 786.684265
	Iteration 86Q: 3 clusters Score -280469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -280470.218750 Penalty: 786.684265
	Iteration 87Q: 3 clusters Score -280470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -280471.656250 Penalty: 786.684265
	Iteration 88Q: 3 clusters Score -280471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -280470.968750 Penalty: 786.684265
	Iteration 89Q: 3 clusters Score -280471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -280470.687500 Penalty: 786.684265
	Iteration 90Q: 3 clusters Score -280470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -280470.968750 Penalty: 786.684265
	Iteration 91Q: 3 clusters Score -280471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -280471.250000 Penalty: 786.684265
	Iteration 92Q: 3 clusters Score -280471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -280471.156250 Penalty: 786.684265
	Iteration 93Q: 3 clusters Score -280471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -280472.562500 Penalty: 786.684265
	Iteration 94Q: 3 clusters Score -280472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -280473.593750 Penalty: 786.684265
	Iteration 95Q: 3 clusters Score -280473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -280474.937500 Penalty: 786.684265
	Iteration 96Q: 3 clusters Score -280474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -280476.000000 Penalty: 786.684265
	Iteration 97Q: 3 clusters Score -280476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -280477.906250 Penalty: 786.684265
	Iteration 98Q: 3 clusters Score -280477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -280480.531250 Penalty: 786.684265
	Iteration 99Q: 3 clusters Score -280480.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -280481.343750 Penalty: 786.684265
	Iteration 100F: 3 clusters Score -280481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -280482.562500 Penalty: 786.684265
	Iteration 101Q: 3 clusters Score -280482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -280483.843750 Penalty: 786.684265
	Iteration 102Q: 3 clusters Score -280483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -280484.125000 Penalty: 786.684265
	Iteration 103Q: 3 clusters Score -280484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -280484.593750 Penalty: 786.684265
	Iteration 104Q: 3 clusters Score -280484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -280484.562500 Penalty: 786.684265
	Iteration 105Q: 3 clusters Score -280484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -280485.000000 Penalty: 786.684265
	Iteration 106Q: 3 clusters Score -280485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -280484.343750 Penalty: 786.684265
	Iteration 107Q: 3 clusters Score -280484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -280484.750000 Penalty: 786.684265
	Iteration 108Q: 3 clusters Score -280484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -280485.031250 Penalty: 786.684265
	Iteration 109Q: 3 clusters Score -280485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -280485.531250 Penalty: 786.684265
	Iteration 110Q: 3 clusters Score -280485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -280486.250000 Penalty: 786.684265
	Iteration 111Q: 3 clusters Score -280486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -280486.187500 Penalty: 786.684265
	Iteration 112Q: 3 clusters Score -280486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -280485.968750 Penalty: 786.684265
	Iteration 113Q: 3 clusters Score -280486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -280485.875000 Penalty: 786.684265
	Iteration 114Q: 3 clusters Score -280485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -280486.656250 Penalty: 786.684265
	Iteration 115Q: 3 clusters Score -280486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -280486.656250 Penalty: 786.684265
	Iteration 116F: 3 clusters Score -280486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9392.608398 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9392.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9106.133789 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9106.134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9143.281250 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9143.281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9151.630859 Penalty: 477.479187
	Iteration 2Q: 3 clusters Score -9151.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9156.441406 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9156.441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9160.421875 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9160.422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9162.284180 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9162.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9162.669922 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9162.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9162.669922 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -9162.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (340971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340971 members 
Entering Unmasked Estep 
Score: -16559155.000000 Penalty: 579.649658
	Iteration 0F: 2 clusters Score -1.655916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 171187 members 
Entering Unmasked Estep 
Score: -16349162.000000 Penalty: 1159.299316
	Iteration 0F: 3 clusters Score -1.634916e+07 nChanged 168221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 210278 members 
Entering Unmasked Estep 
Score: -16459495.000000 Penalty: 1159.299316
	Iteration 1F: 3 clusters Score -1.64595e+07 nChanged 23604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 232768 members 
Entering Unmasked Estep 
Score: -16475281.000000 Penalty: 1159.299316
	Iteration 2F: 3 clusters Score -1.647528e+07 nChanged 28200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 260234 members 
Entering Unmasked Estep 
Score: -16499041.000000 Penalty: 1159.299316
	Iteration 3F: 3 clusters Score -1.649904e+07 nChanged 25759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 285081 members 
Entering Unmasked Estep 
Score: -16520633.000000 Penalty: 1159.299316
	Iteration 4F: 3 clusters Score -1.652063e+07 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 301343 members 
Entering Unmasked Estep 
Score: -16533979.000000 Penalty: 1159.299316
	Iteration 5F: 3 clusters Score -1.653398e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 310130 members 
Entering Unmasked Estep 
Score: -16540431.000000 Penalty: 1159.299316
	Iteration 6Q: 3 clusters Score -1.654043e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 315642 members 
Entering Unmasked Estep 
Score: -16544053.000000 Penalty: 1159.299316
	Iteration 7Q: 3 clusters Score -1.654405e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 319688 members 
Entering Unmasked Estep 
Score: -16546594.000000 Penalty: 1159.299316
	Iteration 8Q: 3 clusters Score -1.654659e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 323034 members 
Entering Unmasked Estep 
Score: -16548506.000000 Penalty: 1159.299316
	Iteration 9Q: 3 clusters Score -1.654851e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 325883 members 
Entering Unmasked Estep 
Score: -16550115.000000 Penalty: 1159.299316
	Iteration 10Q: 3 clusters Score -1.655012e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 328309 members 
Entering Unmasked Estep 
Score: -16551546.000000 Penalty: 1159.299316
	Iteration 11Q: 3 clusters Score -1.655155e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 330385 members 
Entering Unmasked Estep 
Score: -16552898.000000 Penalty: 1159.299316
	Iteration 12Q: 3 clusters Score -1.65529e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 332163 members 
Entering Unmasked Estep 
Score: -16554093.000000 Penalty: 1159.299316
	Iteration 13Q: 3 clusters Score -1.655409e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 333741 members 
Entering Unmasked Estep 
Score: -16555168.000000 Penalty: 1159.299316
	Iteration 14Q: 3 clusters Score -1.655517e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 335066 members 
Entering Unmasked Estep 
Score: -16555603.000000 Penalty: 1159.299316
	Iteration 15Q: 3 clusters Score -1.65556e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 336218 members 
Entering Unmasked Estep 
Score: -16556142.000000 Penalty: 1159.299316
	Iteration 16Q: 3 clusters Score -1.655614e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 337158 members 
Entering Unmasked Estep 
Score: -16556650.000000 Penalty: 1159.299316
	Iteration 17Q: 3 clusters Score -1.655665e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 337957 members 
Entering Unmasked Estep 
Score: -16557025.000000 Penalty: 1159.299316
	Iteration 18Q: 3 clusters Score -1.655702e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 338618 members 
Entering Unmasked Estep 
Score: -16557314.000000 Penalty: 1159.299316
	Iteration 19Q: 3 clusters Score -1.655731e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 339171 members 
Entering Unmasked Estep 
Score: -16557666.000000 Penalty: 1159.299316
	Iteration 20F: 3 clusters Score -1.655767e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 339608 members 
Entering Unmasked Estep 
Score: -16557885.000000 Penalty: 1159.299316
	Iteration 21Q: 3 clusters Score -1.655788e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 339962 members 
Entering Unmasked Estep 
Score: -16558074.000000 Penalty: 1159.299316
	Iteration 22Q: 3 clusters Score -1.655807e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 340231 members 
Entering Unmasked Estep 
Score: -16558201.000000 Penalty: 1159.299316
	Iteration 23Q: 3 clusters Score -1.65582e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 340421 members 
Entering Unmasked Estep 
Score: -16558331.000000 Penalty: 1159.299316
	Iteration 24Q: 3 clusters Score -1.655833e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 340539 members 
Entering Unmasked Estep 
Score: -16558421.000000 Penalty: 1159.299316
	Iteration 25Q: 3 clusters Score -1.655842e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340620 members 
Entering Unmasked Estep 
Score: -16558489.000000 Penalty: 1159.299316
	Iteration 26Q: 3 clusters Score -1.655849e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340676 members 
Entering Unmasked Estep 
Score: -16558501.000000 Penalty: 1159.299316
	Iteration 27Q: 3 clusters Score -1.65585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340711 members 
Entering Unmasked Estep 
Score: -16558525.000000 Penalty: 1159.299316
	Iteration 28Q: 3 clusters Score -1.655852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 340729 members 
Entering Unmasked Estep 
Score: -16558523.000000 Penalty: 1159.299316
	Iteration 29Q: 3 clusters Score -1.655852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 340744 members 
Entering Unmasked Estep 
Score: -16558557.000000 Penalty: 1159.299316
	Iteration 30Q: 3 clusters Score -1.655856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340759 members 
Entering Unmasked Estep 
Score: -16558574.000000 Penalty: 1159.299316
	Iteration 31Q: 3 clusters Score -1.655857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 340768 members 
Entering Unmasked Estep 
Score: -16558593.000000 Penalty: 1159.299316
	Iteration 32Q: 3 clusters Score -1.655859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 340777 members 
Entering Unmasked Estep 
Score: -16558598.000000 Penalty: 1159.299316
	Iteration 33Q: 3 clusters Score -1.65586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 340784 members 
Entering Unmasked Estep 
Score: -16558598.000000 Penalty: 1159.299316
	Iteration 34Q: 3 clusters Score -1.65586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 340794 members 
Entering Unmasked Estep 
Score: -16558604.000000 Penalty: 1159.299316
	Iteration 35Q: 3 clusters Score -1.65586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 340803 members 
Entering Unmasked Estep 
Score: -16558625.000000 Penalty: 1159.299316
	Iteration 36Q: 3 clusters Score -1.655862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 340807 members 
Entering Unmasked Estep 
Score: -16558634.000000 Penalty: 1159.299316
	Iteration 37Q: 3 clusters Score -1.655863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 340814 members 
Entering Unmasked Estep 
Score: -16558643.000000 Penalty: 1159.299316
	Iteration 38Q: 3 clusters Score -1.655864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 340825 members 
Entering Unmasked Estep 
Score: -16558647.000000 Penalty: 1159.299316
	Iteration 39Q: 3 clusters Score -1.655865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 340828 members 
Entering Unmasked Estep 
Score: -16558655.000000 Penalty: 1159.299316
	Iteration 40F: 3 clusters Score -1.655866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 340834 members 
Entering Unmasked Estep 
Score: -16558653.000000 Penalty: 1159.299316
	Iteration 41Q: 3 clusters Score -1.655865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 340837 members 
Entering Unmasked Estep 
Score: -16558659.000000 Penalty: 1159.299316
	Iteration 42Q: 3 clusters Score -1.655866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 340840 members 
Entering Unmasked Estep 
Score: -16558651.000000 Penalty: 1159.299316
	Iteration 43Q: 3 clusters Score -1.655865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 340844 members 
Entering Unmasked Estep 
Score: -16558657.000000 Penalty: 1159.299316
	Iteration 44Q: 3 clusters Score -1.655866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 340846 members 
Entering Unmasked Estep 
Score: -16558659.000000 Penalty: 1159.299316
	Iteration 45Q: 3 clusters Score -1.655866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 340846 members 
Entering Unmasked Estep 
Score: -16558659.000000 Penalty: 1159.299316
	Iteration 46F: 3 clusters Score -1.655866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -189048.156250 Penalty: 379.901550
	Iteration 0F: 2 clusters Score -189048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -186179.718750 Penalty: 759.803101
	Iteration 0F: 3 clusters Score -186179.7 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -187256.343750 Penalty: 759.803101
	Iteration 1F: 3 clusters Score -187256.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -187464.703125 Penalty: 759.803101
	Iteration 2F: 3 clusters Score -187464.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -187704.000000 Penalty: 759.803101
	Iteration 3F: 3 clusters Score -187704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -187962.609375 Penalty: 759.803101
	Iteration 4F: 3 clusters Score -187962.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -188176.390625 Penalty: 759.803101
	Iteration 5F: 3 clusters Score -188176.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -188291.250000 Penalty: 759.803101
	Iteration 6Q: 3 clusters Score -188291.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -188366.359375 Penalty: 759.803101
	Iteration 7Q: 3 clusters Score -188366.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -188418.734375 Penalty: 759.803101
	Iteration 8Q: 3 clusters Score -188418.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188444.906250 Penalty: 759.803101
	Iteration 9Q: 3 clusters Score -188444.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -188461.796875 Penalty: 759.803101
	Iteration 10Q: 3 clusters Score -188461.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -188472.187500 Penalty: 759.803101
	Iteration 11Q: 3 clusters Score -188472.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -188478.859375 Penalty: 759.803101
	Iteration 12Q: 3 clusters Score -188478.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -188485.265625 Penalty: 759.803101
	Iteration 13Q: 3 clusters Score -188485.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -188491.156250 Penalty: 759.803101
	Iteration 14Q: 3 clusters Score -188491.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188501.828125 Penalty: 759.803101
	Iteration 15Q: 3 clusters Score -188501.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188514.468750 Penalty: 759.803101
	Iteration 16Q: 3 clusters Score -188514.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188527.140625 Penalty: 759.803101
	Iteration 17Q: 3 clusters Score -188527.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188541.500000 Penalty: 759.803101
	Iteration 18Q: 3 clusters Score -188541.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188558.421875 Penalty: 759.803101
	Iteration 19Q: 3 clusters Score -188558.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188567.578125 Penalty: 759.803101
	Iteration 20F: 3 clusters Score -188567.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188575.578125 Penalty: 759.803101
	Iteration 21Q: 3 clusters Score -188575.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188586.328125 Penalty: 759.803101
	Iteration 22Q: 3 clusters Score -188586.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -188596.796875 Penalty: 759.803101
	Iteration 23Q: 3 clusters Score -188596.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188604.859375 Penalty: 759.803101
	Iteration 24Q: 3 clusters Score -188604.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188612.703125 Penalty: 759.803101
	Iteration 25Q: 3 clusters Score -188612.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188619.093750 Penalty: 759.803101
	Iteration 26Q: 3 clusters Score -188619.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188623.093750 Penalty: 759.803101
	Iteration 27Q: 3 clusters Score -188623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188626.640625 Penalty: 759.803101
	Iteration 28Q: 3 clusters Score -188626.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -188631.875000 Penalty: 759.803101
	Iteration 29Q: 3 clusters Score -188631.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -188635.812500 Penalty: 759.803101
	Iteration 30Q: 3 clusters Score -188635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188641.625000 Penalty: 759.803101
	Iteration 31Q: 3 clusters Score -188641.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188647.750000 Penalty: 759.803101
	Iteration 32Q: 3 clusters Score -188647.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188651.093750 Penalty: 759.803101
	Iteration 33Q: 3 clusters Score -188651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -188656.437500 Penalty: 759.803101
	Iteration 34Q: 3 clusters Score -188656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -188659.921875 Penalty: 759.803101
	Iteration 35Q: 3 clusters Score -188659.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -188663.125000 Penalty: 759.803101
	Iteration 36Q: 3 clusters Score -188663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -188665.890625 Penalty: 759.803101
	Iteration 37Q: 3 clusters Score -188665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -188667.406250 Penalty: 759.803101
	Iteration 38Q: 3 clusters Score -188667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188670.390625 Penalty: 759.803101
	Iteration 39Q: 3 clusters Score -188670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188675.531250 Penalty: 759.803101
	Iteration 40F: 3 clusters Score -188675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -188680.546875 Penalty: 759.803101
	Iteration 41Q: 3 clusters Score -188680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -188683.718750 Penalty: 759.803101
	Iteration 42Q: 3 clusters Score -188683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -188684.359375 Penalty: 759.803101
	Iteration 43Q: 3 clusters Score -188684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -188686.718750 Penalty: 759.803101
	Iteration 44Q: 3 clusters Score -188686.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -188688.562500 Penalty: 759.803101
	Iteration 45Q: 3 clusters Score -188688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -188691.234375 Penalty: 759.803101
	Iteration 46Q: 3 clusters Score -188691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -188693.515625 Penalty: 759.803101
	Iteration 47Q: 3 clusters Score -188693.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -188695.671875 Penalty: 759.803101
	Iteration 48Q: 3 clusters Score -188695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -188698.609375 Penalty: 759.803101
	Iteration 49Q: 3 clusters Score -188698.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -188704.093750 Penalty: 759.803101
	Iteration 50Q: 3 clusters Score -188704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -188707.187500 Penalty: 759.803101
	Iteration 51Q: 3 clusters Score -188707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -188708.828125 Penalty: 759.803101
	Iteration 52Q: 3 clusters Score -188708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -188709.937500 Penalty: 759.803101
	Iteration 53Q: 3 clusters Score -188709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -188710.687500 Penalty: 759.803101
	Iteration 54Q: 3 clusters Score -188710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188711.546875 Penalty: 759.803101
	Iteration 55Q: 3 clusters Score -188711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -188712.265625 Penalty: 759.803101
	Iteration 56Q: 3 clusters Score -188712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -188712.578125 Penalty: 759.803101
	Iteration 57Q: 3 clusters Score -188712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -188713.031250 Penalty: 759.803101
	Iteration 58Q: 3 clusters Score -188713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -188713.843750 Penalty: 759.803101
	Iteration 59Q: 3 clusters Score -188713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -188714.484375 Penalty: 759.803101
	Iteration 60F: 3 clusters Score -188714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -188714.875000 Penalty: 759.803101
	Iteration 61Q: 3 clusters Score -188714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -188715.515625 Penalty: 759.803101
	Iteration 62Q: 3 clusters Score -188715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -188715.875000 Penalty: 759.803101
	Iteration 63Q: 3 clusters Score -188715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -188716.296875 Penalty: 759.803101
	Iteration 64Q: 3 clusters Score -188716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -188716.812500 Penalty: 759.803101
	Iteration 65Q: 3 clusters Score -188716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188717.000000 Penalty: 759.803101
	Iteration 66Q: 3 clusters Score -188717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -188717.640625 Penalty: 759.803101
	Iteration 67Q: 3 clusters Score -188717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -188717.953125 Penalty: 759.803101
	Iteration 68Q: 3 clusters Score -188718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -188718.468750 Penalty: 759.803101
	Iteration 69Q: 3 clusters Score -188718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -188718.703125 Penalty: 759.803101
	Iteration 70Q: 3 clusters Score -188718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -188719.671875 Penalty: 759.803101
	Iteration 71Q: 3 clusters Score -188719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -188719.734375 Penalty: 759.803101
	Iteration 72Q: 3 clusters Score -188719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -188719.734375 Penalty: 759.803101
	Iteration 73F: 3 clusters Score -188719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -34926.707031 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -34926.71 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 385 members 
Entering Unmasked Estep 
Score: -34276.558594 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -34276.56 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34444.644531 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -34444.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34488.296875 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -34488.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34515.984375 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -34515.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34534.628906 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -34534.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34545.457031 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -34545.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34550.562500 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -34550.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34555.972656 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -34555.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34559.863281 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -34559.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34570.042969 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -34570.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -34576.328125 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -34576.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34578.976562 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -34578.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34583.628906 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -34583.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34587.894531 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -34587.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34594.210938 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -34594.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34598.308594 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -34598.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34602.492188 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -34602.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34604.917969 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -34604.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34606.875000 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -34606.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34607.910156 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -34607.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34608.300781 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -34608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34608.628906 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -34608.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34608.628906 Penalty: 601.695740
	Iteration 22F: 3 clusters Score -34608.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Entering Unmasked Estep 
Score: -3407118.250000 Penalty: 505.591248
	Iteration 0F: 2 clusters Score -3407118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3362299.750000 Penalty: 1011.182495
	Iteration 0F: 3 clusters Score -3362300 nChanged 32490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3381536.250000 Penalty: 1011.182495
	Iteration 1F: 3 clusters Score -3381536 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3382710.000000 Penalty: 1011.182495
	Iteration 2Q: 3 clusters Score -3382710 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3384636.000000 Penalty: 1011.182495
	Iteration 3F: 3 clusters Score -3384636 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3387771.500000 Penalty: 1011.182495
	Iteration 4F: 3 clusters Score -3387772 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3392045.500000 Penalty: 1011.182495
	Iteration 5F: 3 clusters Score -3392046 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3396658.000000 Penalty: 1011.182495
	Iteration 6F: 3 clusters Score -3396658 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3400221.250000 Penalty: 1011.182495
	Iteration 7F: 3 clusters Score -3400221 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3402412.000000 Penalty: 1011.182495
	Iteration 8Q: 3 clusters Score -3402412 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3403582.250000 Penalty: 1011.182495
	Iteration 9Q: 3 clusters Score -3403582 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3404227.250000 Penalty: 1011.182495
	Iteration 10Q: 3 clusters Score -3404227 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3404725.750000 Penalty: 1011.182495
	Iteration 11Q: 3 clusters Score -3404726 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3405123.750000 Penalty: 1011.182495
	Iteration 12Q: 3 clusters Score -3405124 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3405425.500000 Penalty: 1011.182495
	Iteration 13Q: 3 clusters Score -3405426 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3405717.750000 Penalty: 1011.182495
	Iteration 14Q: 3 clusters Score -3405718 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3405907.500000 Penalty: 1011.182495
	Iteration 15Q: 3 clusters Score -3405908 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3406097.500000 Penalty: 1011.182495
	Iteration 16Q: 3 clusters Score -3406098 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3406246.000000 Penalty: 1011.182495
	Iteration 17Q: 3 clusters Score -3406246 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3406350.750000 Penalty: 1011.182495
	Iteration 18Q: 3 clusters Score -3406351 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3406422.000000 Penalty: 1011.182495
	Iteration 19Q: 3 clusters Score -3406422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3406490.000000 Penalty: 1011.182495
	Iteration 20F: 3 clusters Score -3406490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3406533.750000 Penalty: 1011.182495
	Iteration 21Q: 3 clusters Score -3406534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3406575.250000 Penalty: 1011.182495
	Iteration 22Q: 3 clusters Score -3406575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3406599.000000 Penalty: 1011.182495
	Iteration 23Q: 3 clusters Score -3406599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3406626.750000 Penalty: 1011.182495
	Iteration 24Q: 3 clusters Score -3406627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3406647.000000 Penalty: 1011.182495
	Iteration 25Q: 3 clusters Score -3406647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3406662.250000 Penalty: 1011.182495
	Iteration 26Q: 3 clusters Score -3406662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3406671.500000 Penalty: 1011.182495
	Iteration 27Q: 3 clusters Score -3406672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3406692.500000 Penalty: 1011.182495
	Iteration 28Q: 3 clusters Score -3406692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3406690.250000 Penalty: 1011.182495
	Iteration 29Q: 3 clusters Score -3406690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3406696.250000 Penalty: 1011.182495
	Iteration 30Q: 3 clusters Score -3406696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3406701.500000 Penalty: 1011.182495
	Iteration 31Q: 3 clusters Score -3406702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3406710.000000 Penalty: 1011.182495
	Iteration 32Q: 3 clusters Score -3406710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3406710.500000 Penalty: 1011.182495
	Iteration 33Q: 3 clusters Score -3406710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3406711.000000 Penalty: 1011.182495
	Iteration 34Q: 3 clusters Score -3406711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3406714.250000 Penalty: 1011.182495
	Iteration 35Q: 3 clusters Score -3406714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3406713.000000 Penalty: 1011.182495
	Iteration 36Q: 3 clusters Score -3406713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3406713.250000 Penalty: 1011.182495
	Iteration 37Q: 3 clusters Score -3406713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3406715.500000 Penalty: 1011.182495
	Iteration 38Q: 3 clusters Score -3406716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3406718.750000 Penalty: 1011.182495
	Iteration 39Q: 3 clusters Score -3406719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3406719.500000 Penalty: 1011.182495
	Iteration 40F: 3 clusters Score -3406720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3406722.250000 Penalty: 1011.182495
	Iteration 41Q: 3 clusters Score -3406722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3406724.500000 Penalty: 1011.182495
	Iteration 42Q: 3 clusters Score -3406724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3406720.750000 Penalty: 1011.182495
	Iteration 43Q: 3 clusters Score -3406721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3406718.750000 Penalty: 1011.182495
	Iteration 44Q: 3 clusters Score -3406719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3406718.750000 Penalty: 1011.182495
	Iteration 45F: 3 clusters Score -3406719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -435346.093750 Penalty: 411.283417
	Iteration 0F: 2 clusters Score -435346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -429751.500000 Penalty: 822.566833
	Iteration 0F: 3 clusters Score -429751.5 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -431959.312500 Penalty: 822.566833
	Iteration 1F: 3 clusters Score -431959.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -432100.093750 Penalty: 822.566833
	Iteration 2Q: 3 clusters Score -432100.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -432274.656250 Penalty: 822.566833
	Iteration 3Q: 3 clusters Score -432274.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -432508.093750 Penalty: 822.566833
	Iteration 4F: 3 clusters Score -432508.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -432847.500000 Penalty: 822.566833
	Iteration 5F: 3 clusters Score -432847.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -433241.250000 Penalty: 822.566833
	Iteration 6F: 3 clusters Score -433241.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -433594.281250 Penalty: 822.566833
	Iteration 7F: 3 clusters Score -433594.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -433777.562500 Penalty: 822.566833
	Iteration 8Q: 3 clusters Score -433777.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -433852.750000 Penalty: 822.566833
	Iteration 9Q: 3 clusters Score -433852.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -433898.562500 Penalty: 822.566833
	Iteration 10Q: 3 clusters Score -433898.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -433942.656250 Penalty: 822.566833
	Iteration 11Q: 3 clusters Score -433942.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -433986.406250 Penalty: 822.566833
	Iteration 12Q: 3 clusters Score -433986.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -434037.812500 Penalty: 822.566833
	Iteration 13Q: 3 clusters Score -434037.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -434081.625000 Penalty: 822.566833
	Iteration 14Q: 3 clusters Score -434081.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -434126.187500 Penalty: 822.566833
	Iteration 15Q: 3 clusters Score -434126.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -434173.187500 Penalty: 822.566833
	Iteration 16Q: 3 clusters Score -434173.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -434237.093750 Penalty: 822.566833
	Iteration 17Q: 3 clusters Score -434237.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -434315.031250 Penalty: 822.566833
	Iteration 18Q: 3 clusters Score -434315 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -434404.843750 Penalty: 822.566833
	Iteration 19Q: 3 clusters Score -434404.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -434495.562500 Penalty: 822.566833
	Iteration 20F: 3 clusters Score -434495.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -434583.156250 Penalty: 822.566833
	Iteration 21Q: 3 clusters Score -434583.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -434673.781250 Penalty: 822.566833
	Iteration 22Q: 3 clusters Score -434673.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -434762.468750 Penalty: 822.566833
	Iteration 23Q: 3 clusters Score -434762.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -434846.437500 Penalty: 822.566833
	Iteration 24Q: 3 clusters Score -434846.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -434918.031250 Penalty: 822.566833
	Iteration 25Q: 3 clusters Score -434918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -434977.062500 Penalty: 822.566833
	Iteration 26Q: 3 clusters Score -434977.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -435019.875000 Penalty: 822.566833
	Iteration 27Q: 3 clusters Score -435019.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -435046.937500 Penalty: 822.566833
	Iteration 28Q: 3 clusters Score -435046.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -435063.875000 Penalty: 822.566833
	Iteration 29Q: 3 clusters Score -435063.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -435076.781250 Penalty: 822.566833
	Iteration 30Q: 3 clusters Score -435076.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -435084.593750 Penalty: 822.566833
	Iteration 31Q: 3 clusters Score -435084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -435088.437500 Penalty: 822.566833
	Iteration 32Q: 3 clusters Score -435088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -435090.656250 Penalty: 822.566833
	Iteration 33Q: 3 clusters Score -435090.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -435092.187500 Penalty: 822.566833
	Iteration 34Q: 3 clusters Score -435092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -435096.156250 Penalty: 822.566833
	Iteration 35Q: 3 clusters Score -435096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -435099.406250 Penalty: 822.566833
	Iteration 36Q: 3 clusters Score -435099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -435100.375000 Penalty: 822.566833
	Iteration 37Q: 3 clusters Score -435100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -435101.406250 Penalty: 822.566833
	Iteration 38Q: 3 clusters Score -435101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -435102.218750 Penalty: 822.566833
	Iteration 39Q: 3 clusters Score -435102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -435109.593750 Penalty: 822.566833
	Iteration 40F: 3 clusters Score -435109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -435118.531250 Penalty: 822.566833
	Iteration 41Q: 3 clusters Score -435118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -435123.843750 Penalty: 822.566833
	Iteration 42Q: 3 clusters Score -435123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -435126.312500 Penalty: 822.566833
	Iteration 43Q: 3 clusters Score -435126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -435127.437500 Penalty: 822.566833
	Iteration 44Q: 3 clusters Score -435127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435129.843750 Penalty: 822.566833
	Iteration 45Q: 3 clusters Score -435129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435131.031250 Penalty: 822.566833
	Iteration 46Q: 3 clusters Score -435131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435131.968750 Penalty: 822.566833
	Iteration 47Q: 3 clusters Score -435132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -435132.281250 Penalty: 822.566833
	Iteration 48Q: 3 clusters Score -435132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -435132.562500 Penalty: 822.566833
	Iteration 49Q: 3 clusters Score -435132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -435132.562500 Penalty: 822.566833
	Iteration 50F: 3 clusters Score -435132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -9050.083984 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -9050.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8752.577148 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -8752.577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8842.805664 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -8842.806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8879.535156 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -8879.535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8897.488281 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -8897.488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8938.275391 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -8938.275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8946.966797 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -8946.967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8951.840820 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -8951.841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8955.370117 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -8955.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8957.097656 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -8957.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8958.476562 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -8958.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8959.395508 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -8959.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8959.918945 Penalty: 494.865234
	Iteration 11Q: 3 clusters Score -8959.919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8962.831055 Penalty: 494.865234
	Iteration 12Q: 3 clusters Score -8962.831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8964.596680 Penalty: 494.865234
	Iteration 13Q: 3 clusters Score -8964.597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8965.883789 Penalty: 494.865234
	Iteration 14Q: 3 clusters Score -8965.884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8967.090820 Penalty: 494.865234
	Iteration 15Q: 3 clusters Score -8967.091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8967.828125 Penalty: 494.865234
	Iteration 16Q: 3 clusters Score -8967.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8968.758789 Penalty: 494.865234
	Iteration 17Q: 3 clusters Score -8968.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8969.589844 Penalty: 494.865234
	Iteration 18Q: 3 clusters Score -8969.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8972.910156 Penalty: 494.865234
	Iteration 19Q: 3 clusters Score -8972.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8982.830078 Penalty: 494.865234
	Iteration 20F: 3 clusters Score -8982.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8988.517578 Penalty: 494.865234
	Iteration 21Q: 3 clusters Score -8988.518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8994.190430 Penalty: 494.865234
	Iteration 22Q: 3 clusters Score -8994.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9006.853516 Penalty: 494.865234
	Iteration 23Q: 3 clusters Score -9006.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9014.476562 Penalty: 494.865234
	Iteration 24Q: 3 clusters Score -9014.477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9030.256836 Penalty: 494.865234
	Iteration 25Q: 3 clusters Score -9030.257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9034.027344 Penalty: 494.865234
	Iteration 26Q: 3 clusters Score -9034.027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9044.130859 Penalty: 494.865234
	Iteration 27Q: 3 clusters Score -9044.131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9045.720703 Penalty: 494.865234
	Iteration 28Q: 3 clusters Score -9045.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9045.720703 Penalty: 494.865234
	Iteration 29F: 3 clusters Score -9045.721 nChanged 0
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75872040.000000 Penalty: 12995.202148
22->21 Clusters: Score -75872040.000000, best is -75874488.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 24126 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 24094 members 
Mstep: Class 5 contains 24320 members 
Mstep: Class 6 contains 24036 members 
Mstep: Class 7 contains 24014 members 
Mstep: Class 8 contains 24181 members 
Mstep: Class 9 contains 23784 members 
Mstep: Class 10 contains 24274 members 
Mstep: Class 11 contains 24164 members 
Mstep: Class 12 contains 24048 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 24486 members 
Mstep: Class 15 contains 24189 members 
Mstep: Class 16 contains 24104 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 24123 members 
Mstep: Class 19 contains 23902 members 
Mstep: Class 20 contains 24114 members 
Mstep: Class 21 contains 24028 members 
Mstep: Class 22 contains 24022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 23.749451 but Gain 599.773438
Score: -23023308.000000 Penalty: 12595.238281
Iteration 0F: 22 clusters Score -2.302331e+07 nChanged 505446
Entering Unmasked Mstep 
Mstep: Class 0 contains 2327 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 3 contains 35306 members 
Mstep: Class 4 contains 4102 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 20917 members 
Mstep: Class 7 contains 12713 members 
Mstep: Class 8 contains 161605 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 3600 members 
Mstep: Class 11 contains 3081 members 
Mstep: Class 12 contains 10535 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 172197 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 11424 members 
Mstep: Class 18 contains 37757 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 108.367607 but Gain 599.773438
Score: -24826388.000000 Penalty: 11995.464844
Iteration 1F: 21 clusters Score -2.482639e+07 nChanged 137632
Entering Unmasked Mstep 
Mstep: Class 0 contains 1489 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 11360 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 182743 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 218829 members 
Mstep: Class 16 contains 12694 members 
Mstep: Class 17 contains 14680 members 
Mstep: Class 18 contains 24975 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 21 contains 4657 members 
Mstep: Class 22 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 510.856262 but Gain 599.773438
Score: -25005792.000000 Penalty: 11395.691406
Iteration 2F: 20 clusters Score -2.500579e+07 nChanged 81975
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 3 contains 11989 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 190409 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 244231 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 19781 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25115918.000000 Penalty: 11395.691406
Iteration 3F: 20 clusters Score -2.511592e+07 nChanged 59761
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 194843 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 254088 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 21684 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 1284 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 386.299835 but Gain 599.773438
Score: -25181898.000000 Penalty: 10795.917969
Iteration 4F: 19 clusters Score -2.51819e+07 nChanged 48742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 202261 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 3463 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 1461 members 
Mstep: Class 15 contains 252852 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 23082 members 
Mstep: Class 18 contains 22899 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 332.341156 but Gain 599.772461
Score: -25218478.000000 Penalty: 10196.145508
Iteration 5F: 18 clusters Score -2.521848e+07 nChanged 38609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 5784 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 211079 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 15 contains 246319 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 25611 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25242330.000000 Penalty: 10196.145508
Iteration 6F: 18 clusters Score -2.524233e+07 nChanged 26680
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 5422 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 218441 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 15 contains 239082 members 
Mstep: Class 17 contains 24465 members 
Mstep: Class 18 contains 27573 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25254108.000000 Penalty: 10196.145508
Iteration 7F: 18 clusters Score -2.525411e+07 nChanged 17473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 224845 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 1709 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 15 contains 232251 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 18 contains 28894 members 
Mstep: Class 19 contains 464 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 2259 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25260110.000000 Penalty: 10196.145508
Iteration 8Q: 18 clusters Score -2.526011e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 5098 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 230760 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 15 contains 225595 members 
Mstep: Class 17 contains 25470 members 
Mstep: Class 18 contains 29770 members 
Mstep: Class 19 contains 430 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25264752.000000 Penalty: 10196.145508
Iteration 9Q: 18 clusters Score -2.526475e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 235893 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 1395 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 15 contains 219710 members 
Mstep: Class 17 contains 25887 members 
Mstep: Class 18 contains 30326 members 
Mstep: Class 19 contains 409 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25267544.000000 Penalty: 10196.145508
Iteration 10Q: 18 clusters Score -2.526754e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 4 contains 5065 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 240890 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 15 contains 214007 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 597.137817 but Gain 599.773438
Score: -25270380.000000 Penalty: 9596.372070
Iteration 11Q: 17 clusters Score -2.527038e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 8 contains 246386 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 15 contains 208366 members 
Mstep: Class 17 contains 26275 members 
Mstep: Class 18 contains 31080 members 
Mstep: Class 19 contains 380 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 2652 members 
Mstep: Class 22 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25273156.000000 Penalty: 9596.372070
Iteration 12Q: 17 clusters Score -2.527316e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 8 contains 251549 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 992 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 15 contains 202611 members 
Mstep: Class 17 contains 26323 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275128.000000 Penalty: 9596.372070
Iteration 13Q: 17 clusters Score -2.527513e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 8 contains 256438 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 15 contains 197240 members 
Mstep: Class 17 contains 26317 members 
Mstep: Class 18 contains 31570 members 
Mstep: Class 19 contains 350 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 2985 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25276950.000000 Penalty: 9596.372070
Iteration 14Q: 17 clusters Score -2.527695e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 8 contains 261148 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 2292 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 15 contains 192198 members 
Mstep: Class 17 contains 26221 members 
Mstep: Class 18 contains 31748 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25278518.000000 Penalty: 9596.372070
Iteration 15Q: 17 clusters Score -2.527852e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 195 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 8 contains 265663 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 1914 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 15 contains 187403 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 31900 members 
Mstep: Class 19 contains 319 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25279536.000000 Penalty: 9596.372070
Iteration 16Q: 17 clusters Score -2.527954e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 182 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 8 contains 269887 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 1652 members 
Mstep: Class 15 contains 182967 members 
Mstep: Class 17 contains 25881 members 
Mstep: Class 18 contains 32018 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3454 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25280658.000000 Penalty: 9596.372070
Iteration 17Q: 17 clusters Score -2.528066e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 8 contains 273675 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 15 contains 178966 members 
Mstep: Class 17 contains 25776 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3597 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281546.000000 Penalty: 9596.372070
Iteration 18Q: 17 clusters Score -2.528155e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 6 contains 981 members 
Mstep: Class 8 contains 277032 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 15 contains 175347 members 
Mstep: Class 17 contains 25676 members 
Mstep: Class 18 contains 32245 members 
Mstep: Class 19 contains 280 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281742.000000 Penalty: 9596.372070
Iteration 19Q: 17 clusters Score -2.528174e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 175 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 8 contains 279985 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 1613 members 
Mstep: Class 15 contains 172143 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 32358 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282476.000000 Penalty: 9596.372070
Iteration 20F: 17 clusters Score -2.528248e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 8 contains 282519 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 2852 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 169299 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 18 contains 32442 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 3961 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283032.000000 Penalty: 9596.372070
Iteration 21Q: 17 clusters Score -2.528303e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 206 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 6 contains 1185 members 
Mstep: Class 8 contains 284810 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 15 contains 166694 members 
Mstep: Class 17 contains 25255 members 
Mstep: Class 18 contains 32544 members 
Mstep: Class 19 contains 245 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4051 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 592.804626 but Gain 599.773438
Score: -25283196.000000 Penalty: 8996.598633
Iteration 22Q: 16 clusters Score -2.52832e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 5332 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 8 contains 286918 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 3148 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 15 contains 164291 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 240 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4193 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283752.000000 Penalty: 8996.598633
Iteration 23Q: 16 clusters Score -2.528375e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 214 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 8 contains 288921 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 15 contains 162080 members 
Mstep: Class 17 contains 25049 members 
Mstep: Class 18 contains 32675 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283974.000000 Penalty: 8996.598633
Iteration 24Q: 16 clusters Score -2.528397e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 8 contains 290677 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 15 contains 160055 members 
Mstep: Class 17 contains 24973 members 
Mstep: Class 18 contains 32708 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283880.000000 Penalty: 8996.598633
Iteration 25Q: 16 clusters Score -2.528388e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 216 members 
Mstep: Class 4 contains 5399 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 8 contains 292246 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 12 contains 2566 members 
Mstep: Class 13 contains 1512 members 
Mstep: Class 15 contains 158177 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 32772 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4329 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283598.000000 Penalty: 8996.598633
Iteration 26Q: 16 clusters Score -2.52836e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 5410 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 8 contains 293718 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 1502 members 
Mstep: Class 15 contains 156409 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 32851 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283464.000000 Penalty: 8996.598633
Iteration 27Q: 16 clusters Score -2.528346e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 5415 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 8 contains 295043 members 
Mstep: Class 9 contains 545 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 15 contains 154826 members 
Mstep: Class 17 contains 24639 members 
Mstep: Class 18 contains 32939 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283270.000000 Penalty: 8996.598633
Iteration 28Q: 16 clusters Score -2.528327e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 211 members 
Mstep: Class 4 contains 5419 members 
Mstep: Class 6 contains 1577 members 
Mstep: Class 8 contains 296100 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 15 contains 153592 members 
Mstep: Class 17 contains 24526 members 
Mstep: Class 18 contains 33004 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283020.000000 Penalty: 8996.598633
Iteration 29Q: 16 clusters Score -2.528302e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 210 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 6 contains 1632 members 
Mstep: Class 8 contains 297009 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 15 contains 152484 members 
Mstep: Class 17 contains 24424 members 
Mstep: Class 18 contains 33083 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282846.000000 Penalty: 8996.598633
Iteration 30Q: 16 clusters Score -2.528285e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5446 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 8 contains 297892 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 15 contains 151435 members 
Mstep: Class 17 contains 24340 members 
Mstep: Class 18 contains 33132 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282594.000000 Penalty: 8996.598633
Iteration 31Q: 16 clusters Score -2.528259e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 8 contains 298805 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 15 contains 150361 members 
Mstep: Class 17 contains 24260 members 
Mstep: Class 18 contains 33171 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 4579 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282566.000000 Penalty: 8996.598633
Iteration 32Q: 16 clusters Score -2.528257e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 5466 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 8 contains 299618 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 4689 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 15 contains 149387 members 
Mstep: Class 17 contains 24189 members 
Mstep: Class 18 contains 33213 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4610 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282522.000000 Penalty: 8996.598633
Iteration 33Q: 16 clusters Score -2.528252e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 213 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 8 contains 300356 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 15 contains 148499 members 
Mstep: Class 17 contains 24143 members 
Mstep: Class 18 contains 33244 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4634 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282394.000000 Penalty: 8996.598633
Iteration 34Q: 16 clusters Score -2.528239e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5497 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 8 contains 301020 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 4904 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 1477 members 
Mstep: Class 15 contains 147674 members 
Mstep: Class 17 contains 24105 members 
Mstep: Class 18 contains 33290 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4661 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282278.000000 Penalty: 8996.598633
Iteration 35Q: 16 clusters Score -2.528228e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 6 contains 1803 members 
Mstep: Class 8 contains 301647 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 12 contains 2553 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 15 contains 146921 members 
Mstep: Class 17 contains 24035 members 
Mstep: Class 18 contains 33334 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4690 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25282056.000000 Penalty: 8996.598633
Iteration 36Q: 16 clusters Score -2.528206e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 6 contains 1804 members 
Mstep: Class 8 contains 302224 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 10 contains 5102 members 
Mstep: Class 12 contains 2539 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 15 contains 146204 members 
Mstep: Class 17 contains 23983 members 
Mstep: Class 18 contains 33395 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281920.000000 Penalty: 8996.598633
Iteration 37Q: 16 clusters Score -2.528192e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 5570 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 8 contains 302767 members 
Mstep: Class 9 contains 548 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 15 contains 145530 members 
Mstep: Class 17 contains 23940 members 
Mstep: Class 18 contains 33458 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4685 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281838.000000 Penalty: 8996.598633
Iteration 38Q: 16 clusters Score -2.528184e+07 nChanged 1650
Entering ConstructFrom: 
Score: -25281838.000000 Penalty: 8996.598633
Entering ConstructFrom: 
Trying to split cluster 3 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -8568.086914 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -8568.087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8283.061523 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -8283.062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8341.076172 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -8341.076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8358.898438 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -8358.898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8387.151367 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -8387.151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8412.537109 Penalty: 487.449371
	Iteration 4F: 3 clusters Score -8412.537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8427.047852 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -8427.048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8435.252930 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -8435.253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8440.382812 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -8440.383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8441.094727 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -8441.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8441.094727 Penalty: 487.449371
	Iteration 9F: 3 clusters Score -8441.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -252854.843750 Penalty: 392.713135
	Iteration 0F: 2 clusters Score -252854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -249058.546875 Penalty: 785.426270
	Iteration 0F: 3 clusters Score -249058.5 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -250526.531250 Penalty: 785.426270
	Iteration 1F: 3 clusters Score -250526.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -250973.671875 Penalty: 785.426270
	Iteration 2F: 3 clusters Score -250973.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -251684.546875 Penalty: 785.426270
	Iteration 3F: 3 clusters Score -251684.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -252417.640625 Penalty: 785.426270
	Iteration 4F: 3 clusters Score -252417.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -252896.703125 Penalty: 785.426270
	Iteration 5F: 3 clusters Score -252896.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -253086.078125 Penalty: 785.426270
	Iteration 6Q: 3 clusters Score -253086.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -253172.125000 Penalty: 785.426270
	Iteration 7Q: 3 clusters Score -253172.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -253221.406250 Penalty: 785.426270
	Iteration 8Q: 3 clusters Score -253221.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -253244.218750 Penalty: 785.426270
	Iteration 9Q: 3 clusters Score -253244.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -253256.000000 Penalty: 785.426270
	Iteration 10Q: 3 clusters Score -253256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -253264.984375 Penalty: 785.426270
	Iteration 11Q: 3 clusters Score -253265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -253272.156250 Penalty: 785.426270
	Iteration 12Q: 3 clusters Score -253272.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -253275.125000 Penalty: 785.426270
	Iteration 13Q: 3 clusters Score -253275.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -253277.234375 Penalty: 785.426270
	Iteration 14Q: 3 clusters Score -253277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -253277.843750 Penalty: 785.426270
	Iteration 15Q: 3 clusters Score -253277.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -253278.390625 Penalty: 785.426270
	Iteration 16Q: 3 clusters Score -253278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -253279.875000 Penalty: 785.426270
	Iteration 17Q: 3 clusters Score -253279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -253280.140625 Penalty: 785.426270
	Iteration 18Q: 3 clusters Score -253280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -253281.078125 Penalty: 785.426270
	Iteration 19Q: 3 clusters Score -253281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -253280.906250 Penalty: 785.426270
	Iteration 20F: 3 clusters Score -253280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -253281.890625 Penalty: 785.426270
	Iteration 21Q: 3 clusters Score -253281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -253283.562500 Penalty: 785.426270
	Iteration 22Q: 3 clusters Score -253283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -253284.718750 Penalty: 785.426270
	Iteration 23Q: 3 clusters Score -253284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -253284.093750 Penalty: 785.426270
	Iteration 24Q: 3 clusters Score -253284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -253284.250000 Penalty: 785.426270
	Iteration 25Q: 3 clusters Score -253284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -253284.828125 Penalty: 785.426270
	Iteration 26Q: 3 clusters Score -253284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -253284.828125 Penalty: 785.426270
	Iteration 27F: 3 clusters Score -253284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 303245 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 144898 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 33510 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
Score: -25282094.000000 Penalty: 9596.372070
Splitting cluster 4 changes total score from -25281838.000000 to -25282094.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -90016.859375 Penalty: 340.793671
	Iteration 0F: 2 clusters Score -90016.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88693.125000 Penalty: 681.587341
	Iteration 0F: 3 clusters Score -88693.12 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -89103.515625 Penalty: 681.587341
	Iteration 1F: 3 clusters Score -89103.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -89144.046875 Penalty: 681.587341
	Iteration 2F: 3 clusters Score -89144.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -89173.718750 Penalty: 681.587341
	Iteration 3Q: 3 clusters Score -89173.72 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89205.695312 Penalty: 681.587341
	Iteration 4Q: 3 clusters Score -89205.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89236.250000 Penalty: 681.587341
	Iteration 5Q: 3 clusters Score -89236.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89279.101562 Penalty: 681.587341
	Iteration 6Q: 3 clusters Score -89279.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89339.281250 Penalty: 681.587341
	Iteration 7Q: 3 clusters Score -89339.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89390.828125 Penalty: 681.587341
	Iteration 8Q: 3 clusters Score -89390.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89436.664062 Penalty: 681.587341
	Iteration 9Q: 3 clusters Score -89436.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89489.617188 Penalty: 681.587341
	Iteration 10Q: 3 clusters Score -89489.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89533.093750 Penalty: 681.587341
	Iteration 11Q: 3 clusters Score -89533.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -89578.640625 Penalty: 681.587341
	Iteration 12Q: 3 clusters Score -89578.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -89619.132812 Penalty: 681.587341
	Iteration 13Q: 3 clusters Score -89619.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -89645.710938 Penalty: 681.587341
	Iteration 14Q: 3 clusters Score -89645.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -89668.851562 Penalty: 681.587341
	Iteration 15Q: 3 clusters Score -89668.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -89682.132812 Penalty: 681.587341
	Iteration 16Q: 3 clusters Score -89682.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -89690.992188 Penalty: 681.587341
	Iteration 17Q: 3 clusters Score -89690.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -89695.992188 Penalty: 681.587341
	Iteration 18Q: 3 clusters Score -89695.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -89699.015625 Penalty: 681.587341
	Iteration 19Q: 3 clusters Score -89699.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -89701.296875 Penalty: 681.587341
	Iteration 20F: 3 clusters Score -89701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -89704.984375 Penalty: 681.587341
	Iteration 21Q: 3 clusters Score -89704.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -89709.117188 Penalty: 681.587341
	Iteration 22Q: 3 clusters Score -89709.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -89711.429688 Penalty: 681.587341
	Iteration 23Q: 3 clusters Score -89711.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -89711.429688 Penalty: 681.587341
	Iteration 24F: 3 clusters Score -89711.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (303245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303245 members 
Entering Unmasked Estep 
Score: -14822871.000000 Penalty: 574.314453
	Iteration 0F: 2 clusters Score -1.482287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -14631596.000000 Penalty: 1148.628906
	Iteration 0F: 3 clusters Score -1.46316e+07 nChanged 150200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -14723851.000000 Penalty: 1148.628906
	Iteration 1F: 3 clusters Score -1.472385e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -14730165.000000 Penalty: 1148.628906
	Iteration 2Q: 3 clusters Score -1.473016e+07 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177110 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -14740870.000000 Penalty: 1148.628906
	Iteration 3F: 3 clusters Score -1.474087e+07 nChanged 19809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185399 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -14757170.000000 Penalty: 1148.628906
	Iteration 4F: 3 clusters Score -1.475717e+07 nChanged 21956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192081 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -14775869.000000 Penalty: 1148.628906
	Iteration 5F: 3 clusters Score -1.477587e+07 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195632 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -14788050.000000 Penalty: 1148.628906
	Iteration 6F: 3 clusters Score -1.478805e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197584 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -14792598.000000 Penalty: 1148.628906
	Iteration 7Q: 3 clusters Score -1.47926e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -14793933.000000 Penalty: 1148.628906
	Iteration 8Q: 3 clusters Score -1.479393e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200742 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -14794577.000000 Penalty: 1148.628906
	Iteration 9Q: 3 clusters Score -1.479458e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202085 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -14795015.000000 Penalty: 1148.628906
	Iteration 10Q: 3 clusters Score -1.479502e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -14795323.000000 Penalty: 1148.628906
	Iteration 11Q: 3 clusters Score -1.479532e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204633 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -14795656.000000 Penalty: 1148.628906
	Iteration 12Q: 3 clusters Score -1.479566e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205813 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -14795924.000000 Penalty: 1148.628906
	Iteration 13Q: 3 clusters Score -1.479592e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206910 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -14796284.000000 Penalty: 1148.628906
	Iteration 14Q: 3 clusters Score -1.479628e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -14796592.000000 Penalty: 1148.628906
	Iteration 15Q: 3 clusters Score -1.479659e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -14796876.000000 Penalty: 1148.628906
	Iteration 16Q: 3 clusters Score -1.479688e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209960 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -14797150.000000 Penalty: 1148.628906
	Iteration 17Q: 3 clusters Score -1.479715e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -14797547.000000 Penalty: 1148.628906
	Iteration 18Q: 3 clusters Score -1.479755e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212049 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -14797741.000000 Penalty: 1148.628906
	Iteration 19Q: 3 clusters Score -1.479774e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213083 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -14798005.000000 Penalty: 1148.628906
	Iteration 20F: 3 clusters Score -1.4798e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -14798223.000000 Penalty: 1148.628906
	Iteration 21Q: 3 clusters Score -1.479822e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215190 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -14798293.000000 Penalty: 1148.628906
	Iteration 22Q: 3 clusters Score -1.479829e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216196 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -14798540.000000 Penalty: 1148.628906
	Iteration 23Q: 3 clusters Score -1.479854e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217162 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -14798702.000000 Penalty: 1148.628906
	Iteration 24Q: 3 clusters Score -1.47987e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218176 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -14798877.000000 Penalty: 1148.628906
	Iteration 25Q: 3 clusters Score -1.479888e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219142 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -14799093.000000 Penalty: 1148.628906
	Iteration 26Q: 3 clusters Score -1.479909e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220141 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -14799357.000000 Penalty: 1148.628906
	Iteration 27Q: 3 clusters Score -1.479936e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221199 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -14799470.000000 Penalty: 1148.628906
	Iteration 28Q: 3 clusters Score -1.479947e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222310 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -14799666.000000 Penalty: 1148.628906
	Iteration 29Q: 3 clusters Score -1.479967e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223492 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -14799897.000000 Penalty: 1148.628906
	Iteration 30Q: 3 clusters Score -1.47999e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224601 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -14800062.000000 Penalty: 1148.628906
	Iteration 31Q: 3 clusters Score -1.480006e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225748 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -14800219.000000 Penalty: 1148.628906
	Iteration 32Q: 3 clusters Score -1.480022e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226911 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -14800389.000000 Penalty: 1148.628906
	Iteration 33Q: 3 clusters Score -1.480039e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228067 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -14800611.000000 Penalty: 1148.628906
	Iteration 34Q: 3 clusters Score -1.480061e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229285 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -14800796.000000 Penalty: 1148.628906
	Iteration 35Q: 3 clusters Score -1.48008e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230531 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -14800993.000000 Penalty: 1148.628906
	Iteration 36Q: 3 clusters Score -1.480099e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231773 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -14801275.000000 Penalty: 1148.628906
	Iteration 37Q: 3 clusters Score -1.480128e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233098 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -14801528.000000 Penalty: 1148.628906
	Iteration 38Q: 3 clusters Score -1.480153e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -14801690.000000 Penalty: 1148.628906
	Iteration 39Q: 3 clusters Score -1.480169e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235815 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -14801771.000000 Penalty: 1148.628906
	Iteration 40F: 3 clusters Score -1.480177e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237122 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -14802044.000000 Penalty: 1148.628906
	Iteration 41Q: 3 clusters Score -1.480204e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238427 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -14802267.000000 Penalty: 1148.628906
	Iteration 42Q: 3 clusters Score -1.480227e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239808 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -14802481.000000 Penalty: 1148.628906
	Iteration 43Q: 3 clusters Score -1.480248e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241302 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -14802718.000000 Penalty: 1148.628906
	Iteration 44Q: 3 clusters Score -1.480272e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242939 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -14803076.000000 Penalty: 1148.628906
	Iteration 45Q: 3 clusters Score -1.480308e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244631 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -14803467.000000 Penalty: 1148.628906
	Iteration 46Q: 3 clusters Score -1.480347e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246389 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -14803882.000000 Penalty: 1148.628906
	Iteration 47Q: 3 clusters Score -1.480388e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248164 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -14804469.000000 Penalty: 1148.628906
	Iteration 48Q: 3 clusters Score -1.480447e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250043 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -14804797.000000 Penalty: 1148.628906
	Iteration 49Q: 3 clusters Score -1.48048e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251929 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -14805337.000000 Penalty: 1148.628906
	Iteration 50Q: 3 clusters Score -1.480534e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253873 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -14805805.000000 Penalty: 1148.628906
	Iteration 51Q: 3 clusters Score -1.48058e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255795 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -14806073.000000 Penalty: 1148.628906
	Iteration 52Q: 3 clusters Score -1.480607e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257697 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -14806406.000000 Penalty: 1148.628906
	Iteration 53Q: 3 clusters Score -1.480641e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259553 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -14806611.000000 Penalty: 1148.628906
	Iteration 54Q: 3 clusters Score -1.480661e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261444 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -14806961.000000 Penalty: 1148.628906
	Iteration 55Q: 3 clusters Score -1.480696e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263317 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -14807306.000000 Penalty: 1148.628906
	Iteration 56Q: 3 clusters Score -1.480731e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265149 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -14807729.000000 Penalty: 1148.628906
	Iteration 57Q: 3 clusters Score -1.480773e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266958 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -14808112.000000 Penalty: 1148.628906
	Iteration 58Q: 3 clusters Score -1.480811e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268733 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -14808511.000000 Penalty: 1148.628906
	Iteration 59Q: 3 clusters Score -1.480851e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270526 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -14808979.000000 Penalty: 1148.628906
	Iteration 60F: 3 clusters Score -1.480898e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272302 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -14809588.000000 Penalty: 1148.628906
	Iteration 61Q: 3 clusters Score -1.480959e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274120 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -14810330.000000 Penalty: 1148.628906
	Iteration 62Q: 3 clusters Score -1.481033e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275985 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -14810882.000000 Penalty: 1148.628906
	Iteration 63Q: 3 clusters Score -1.481088e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277839 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -14811623.000000 Penalty: 1148.628906
	Iteration 64Q: 3 clusters Score -1.481162e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279698 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -14812549.000000 Penalty: 1148.628906
	Iteration 65Q: 3 clusters Score -1.481255e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281570 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -14813256.000000 Penalty: 1148.628906
	Iteration 66Q: 3 clusters Score -1.481326e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283429 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -14814078.000000 Penalty: 1148.628906
	Iteration 67Q: 3 clusters Score -1.481408e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285304 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -14814928.000000 Penalty: 1148.628906
	Iteration 68Q: 3 clusters Score -1.481493e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287082 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -14815656.000000 Penalty: 1148.628906
	Iteration 69Q: 3 clusters Score -1.481566e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288718 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -14816483.000000 Penalty: 1148.628906
	Iteration 70Q: 3 clusters Score -1.481648e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290205 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -14816992.000000 Penalty: 1148.628906
	Iteration 71Q: 3 clusters Score -1.481699e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291584 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -14817552.000000 Penalty: 1148.628906
	Iteration 72Q: 3 clusters Score -1.481755e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292864 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -14818101.000000 Penalty: 1148.628906
	Iteration 73Q: 3 clusters Score -1.48181e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294032 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -14818630.000000 Penalty: 1148.628906
	Iteration 74Q: 3 clusters Score -1.481863e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295111 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -14818989.000000 Penalty: 1148.628906
	Iteration 75Q: 3 clusters Score -1.481899e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296069 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -14819432.000000 Penalty: 1148.628906
	Iteration 76Q: 3 clusters Score -1.481943e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296964 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -14819849.000000 Penalty: 1148.628906
	Iteration 77Q: 3 clusters Score -1.481985e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297703 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -14820147.000000 Penalty: 1148.628906
	Iteration 78Q: 3 clusters Score -1.482015e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298356 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -14820498.000000 Penalty: 1148.628906
	Iteration 79Q: 3 clusters Score -1.48205e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298924 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -14820766.000000 Penalty: 1148.628906
	Iteration 80F: 3 clusters Score -1.482077e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299424 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -14821083.000000 Penalty: 1148.628906
	Iteration 81Q: 3 clusters Score -1.482108e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299876 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -14821364.000000 Penalty: 1148.628906
	Iteration 82Q: 3 clusters Score -1.482136e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300223 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -14821567.000000 Penalty: 1148.628906
	Iteration 83Q: 3 clusters Score -1.482157e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300520 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14821770.000000 Penalty: 1148.628906
	Iteration 84Q: 3 clusters Score -1.482177e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300756 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -14821920.000000 Penalty: 1148.628906
	Iteration 85Q: 3 clusters Score -1.482192e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14822083.000000 Penalty: 1148.628906
	Iteration 86Q: 3 clusters Score -1.482208e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301075 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -14822185.000000 Penalty: 1148.628906
	Iteration 87Q: 3 clusters Score -1.482218e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301210 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14822308.000000 Penalty: 1148.628906
	Iteration 88Q: 3 clusters Score -1.482231e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301296 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -14822418.000000 Penalty: 1148.628906
	Iteration 89Q: 3 clusters Score -1.482242e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301354 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14822487.000000 Penalty: 1148.628906
	Iteration 90Q: 3 clusters Score -1.482249e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301396 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -14822547.000000 Penalty: 1148.628906
	Iteration 91Q: 3 clusters Score -1.482255e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301442 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -14822573.000000 Penalty: 1148.628906
	Iteration 92Q: 3 clusters Score -1.482257e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301482 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -14822595.000000 Penalty: 1148.628906
	Iteration 93Q: 3 clusters Score -1.48226e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301511 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -14822630.000000 Penalty: 1148.628906
	Iteration 94Q: 3 clusters Score -1.482263e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301546 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -14822611.000000 Penalty: 1148.628906
	Iteration 95Q: 3 clusters Score -1.482261e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301573 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14822603.000000 Penalty: 1148.628906
	Iteration 96Q: 3 clusters Score -1.48226e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301589 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14822627.000000 Penalty: 1148.628906
	Iteration 97Q: 3 clusters Score -1.482263e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301611 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -14822620.000000 Penalty: 1148.628906
	Iteration 98Q: 3 clusters Score -1.482262e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301630 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14822640.000000 Penalty: 1148.628906
	Iteration 99Q: 3 clusters Score -1.482264e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301637 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14822649.000000 Penalty: 1148.628906
	Iteration 100F: 3 clusters Score -1.482265e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301643 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14822671.000000 Penalty: 1148.628906
	Iteration 101Q: 3 clusters Score -1.482267e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301648 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -14822664.000000 Penalty: 1148.628906
	Iteration 102Q: 3 clusters Score -1.482266e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301644 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -14822680.000000 Penalty: 1148.628906
	Iteration 103Q: 3 clusters Score -1.482268e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301629 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14822704.000000 Penalty: 1148.628906
	Iteration 104Q: 3 clusters Score -1.48227e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301614 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14822718.000000 Penalty: 1148.628906
	Iteration 105Q: 3 clusters Score -1.482272e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301587 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14822729.000000 Penalty: 1148.628906
	Iteration 106Q: 3 clusters Score -1.482273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301562 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14822732.000000 Penalty: 1148.628906
	Iteration 107Q: 3 clusters Score -1.482273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301524 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14822772.000000 Penalty: 1148.628906
	Iteration 108Q: 3 clusters Score -1.482277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301489 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14822786.000000 Penalty: 1148.628906
	Iteration 109Q: 3 clusters Score -1.482279e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301454 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -14822779.000000 Penalty: 1148.628906
	Iteration 110Q: 3 clusters Score -1.482278e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301424 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14822800.000000 Penalty: 1148.628906
	Iteration 111Q: 3 clusters Score -1.48228e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301405 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -14822818.000000 Penalty: 1148.628906
	Iteration 112Q: 3 clusters Score -1.482282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301380 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -14822813.000000 Penalty: 1148.628906
	Iteration 113Q: 3 clusters Score -1.482281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301353 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -14822813.000000 Penalty: 1148.628906
	Iteration 114Q: 3 clusters Score -1.482281e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301317 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14822824.000000 Penalty: 1148.628906
	Iteration 115Q: 3 clusters Score -1.482282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301276 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -14822837.000000 Penalty: 1148.628906
	Iteration 116Q: 3 clusters Score -1.482284e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301238 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -14822824.000000 Penalty: 1148.628906
	Iteration 117Q: 3 clusters Score -1.482282e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301201 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14822824.000000 Penalty: 1148.628906
	Iteration 118Q: 3 clusters Score -1.482282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301181 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14822815.000000 Penalty: 1148.628906
	Iteration 119Q: 3 clusters Score -1.482282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301176 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14822829.000000 Penalty: 1148.628906
	Iteration 120F: 3 clusters Score -1.482283e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301131 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -14822807.000000 Penalty: 1148.628906
	Iteration 121Q: 3 clusters Score -1.482281e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301062 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 122Q: 3 clusters Score -1.482284e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300992 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14822857.000000 Penalty: 1148.628906
	Iteration 123Q: 3 clusters Score -1.482286e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300933 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14822864.000000 Penalty: 1148.628906
	Iteration 124Q: 3 clusters Score -1.482286e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300863 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -14822871.000000 Penalty: 1148.628906
	Iteration 125Q: 3 clusters Score -1.482287e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300784 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -14822863.000000 Penalty: 1148.628906
	Iteration 126Q: 3 clusters Score -1.482286e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300712 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14822865.000000 Penalty: 1148.628906
	Iteration 127Q: 3 clusters Score -1.482286e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300633 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14822885.000000 Penalty: 1148.628906
	Iteration 128Q: 3 clusters Score -1.482288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300561 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -14822866.000000 Penalty: 1148.628906
	Iteration 129Q: 3 clusters Score -1.482287e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300493 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -14822854.000000 Penalty: 1148.628906
	Iteration 130Q: 3 clusters Score -1.482285e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300427 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 131Q: 3 clusters Score -1.482284e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300386 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -14822846.000000 Penalty: 1148.628906
	Iteration 132Q: 3 clusters Score -1.482285e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300344 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 133Q: 3 clusters Score -1.482284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300300 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -14822858.000000 Penalty: 1148.628906
	Iteration 134Q: 3 clusters Score -1.482286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300273 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -14822842.000000 Penalty: 1148.628906
	Iteration 135Q: 3 clusters Score -1.482284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300238 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14822847.000000 Penalty: 1148.628906
	Iteration 136Q: 3 clusters Score -1.482285e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300214 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -14822829.000000 Penalty: 1148.628906
	Iteration 137Q: 3 clusters Score -1.482283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300193 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14822845.000000 Penalty: 1148.628906
	Iteration 138Q: 3 clusters Score -1.482284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300166 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 139Q: 3 clusters Score -1.482284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300133 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14822850.000000 Penalty: 1148.628906
	Iteration 140F: 3 clusters Score -1.482285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300108 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -14822860.000000 Penalty: 1148.628906
	Iteration 141Q: 3 clusters Score -1.482286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300090 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14822852.000000 Penalty: 1148.628906
	Iteration 142Q: 3 clusters Score -1.482285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300070 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14822839.000000 Penalty: 1148.628906
	Iteration 143Q: 3 clusters Score -1.482284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300051 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -14822842.000000 Penalty: 1148.628906
	Iteration 144Q: 3 clusters Score -1.482284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300038 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -14822825.000000 Penalty: 1148.628906
	Iteration 145Q: 3 clusters Score -1.482282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300025 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -14822833.000000 Penalty: 1148.628906
	Iteration 146Q: 3 clusters Score -1.482283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300013 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -14822825.000000 Penalty: 1148.628906
	Iteration 147Q: 3 clusters Score -1.482282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299998 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -14822852.000000 Penalty: 1148.628906
	Iteration 148Q: 3 clusters Score -1.482285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299987 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -14822854.000000 Penalty: 1148.628906
	Iteration 149Q: 3 clusters Score -1.482285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299971 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -14822869.000000 Penalty: 1148.628906
	Iteration 150Q: 3 clusters Score -1.482287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299950 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -14822871.000000 Penalty: 1148.628906
	Iteration 151Q: 3 clusters Score -1.482287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299932 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -14822866.000000 Penalty: 1148.628906
	Iteration 152Q: 3 clusters Score -1.482287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299916 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -14822855.000000 Penalty: 1148.628906
	Iteration 153Q: 3 clusters Score -1.482286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299899 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -14822831.000000 Penalty: 1148.628906
	Iteration 154Q: 3 clusters Score -1.482283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299888 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -14822843.000000 Penalty: 1148.628906
	Iteration 155Q: 3 clusters Score -1.482284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299880 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -14822843.000000 Penalty: 1148.628906
	Iteration 156Q: 3 clusters Score -1.482284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299869 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 157Q: 3 clusters Score -1.482284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299852 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -14822834.000000 Penalty: 1148.628906
	Iteration 158Q: 3 clusters Score -1.482283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299836 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -14822826.000000 Penalty: 1148.628906
	Iteration 159Q: 3 clusters Score -1.482283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299823 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -14822831.000000 Penalty: 1148.628906
	Iteration 160F: 3 clusters Score -1.482283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299811 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -14822828.000000 Penalty: 1148.628906
	Iteration 161Q: 3 clusters Score -1.482283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299804 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -14822839.000000 Penalty: 1148.628906
	Iteration 162Q: 3 clusters Score -1.482284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299797 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -14822847.000000 Penalty: 1148.628906
	Iteration 163Q: 3 clusters Score -1.482285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299791 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 164Q: 3 clusters Score -1.482284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299782 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -14822842.000000 Penalty: 1148.628906
	Iteration 165Q: 3 clusters Score -1.482284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299775 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 166Q: 3 clusters Score -1.482284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299768 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 167Q: 3 clusters Score -1.482284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299765 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -14822846.000000 Penalty: 1148.628906
	Iteration 168Q: 3 clusters Score -1.482285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299760 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14822850.000000 Penalty: 1148.628906
	Iteration 169Q: 3 clusters Score -1.482285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299754 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -14822855.000000 Penalty: 1148.628906
	Iteration 170Q: 3 clusters Score -1.482286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299746 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 171Q: 3 clusters Score -1.482284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299740 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14822839.000000 Penalty: 1148.628906
	Iteration 172Q: 3 clusters Score -1.482284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299733 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -14822835.000000 Penalty: 1148.628906
	Iteration 173Q: 3 clusters Score -1.482284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299729 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14822837.000000 Penalty: 1148.628906
	Iteration 174Q: 3 clusters Score -1.482284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299727 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -14822842.000000 Penalty: 1148.628906
	Iteration 175Q: 3 clusters Score -1.482284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299726 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -14822842.000000 Penalty: 1148.628906
	Iteration 176Q: 3 clusters Score -1.482284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299723 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14822838.000000 Penalty: 1148.628906
	Iteration 177Q: 3 clusters Score -1.482284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299716 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -14822839.000000 Penalty: 1148.628906
	Iteration 178Q: 3 clusters Score -1.482284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299713 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -14822846.000000 Penalty: 1148.628906
	Iteration 179Q: 3 clusters Score -1.482285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299712 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14822847.000000 Penalty: 1148.628906
	Iteration 180F: 3 clusters Score -1.482285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299711 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -14822853.000000 Penalty: 1148.628906
	Iteration 181Q: 3 clusters Score -1.482285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299708 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -14822853.000000 Penalty: 1148.628906
	Iteration 182Q: 3 clusters Score -1.482285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299707 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -14822852.000000 Penalty: 1148.628906
	Iteration 183Q: 3 clusters Score -1.482285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299706 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -14822846.000000 Penalty: 1148.628906
	Iteration 184Q: 3 clusters Score -1.482285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299705 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 185Q: 3 clusters Score -1.482284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299703 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -14822847.000000 Penalty: 1148.628906
	Iteration 186Q: 3 clusters Score -1.482285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299702 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -14822843.000000 Penalty: 1148.628906
	Iteration 187Q: 3 clusters Score -1.482284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299701 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14822844.000000 Penalty: 1148.628906
	Iteration 188Q: 3 clusters Score -1.482284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299699 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 189Q: 3 clusters Score -1.482284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299696 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -14822836.000000 Penalty: 1148.628906
	Iteration 190Q: 3 clusters Score -1.482284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299688 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -14822840.000000 Penalty: 1148.628906
	Iteration 191Q: 3 clusters Score -1.482284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299683 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -14822841.000000 Penalty: 1148.628906
	Iteration 192Q: 3 clusters Score -1.482284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299677 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -14822850.000000 Penalty: 1148.628906
	Iteration 193Q: 3 clusters Score -1.482285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299673 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -14822858.000000 Penalty: 1148.628906
	Iteration 194Q: 3 clusters Score -1.482286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299672 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -14822858.000000 Penalty: 1148.628906
	Iteration 195Q: 3 clusters Score -1.482286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299671 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -14822855.000000 Penalty: 1148.628906
	Iteration 196Q: 3 clusters Score -1.482286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299671 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -14822855.000000 Penalty: 1148.628906
	Iteration 197F: 3 clusters Score -1.482286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29912.972656 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29912.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29371.519531 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -29371.52 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29506.267578 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -29506.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29538.228516 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -29538.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29564.761719 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -29564.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29574.251953 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -29574.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29584.341797 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -29584.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29594.628906 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -29594.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29603.460938 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -29603.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29611.857422 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -29611.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29615.748047 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -29615.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29619.798828 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -29619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29623.285156 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -29623.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29628.005859 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -29628.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29632.226562 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -29632.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29633.017578 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -29633.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29633.421875 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -29633.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29633.716797 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -29633.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29633.716797 Penalty: 575.353394
	Iteration 17F: 3 clusters Score -29633.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Entering Unmasked Estep 
Score: -269166.531250 Penalty: 389.864777
	Iteration 0F: 2 clusters Score -269166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -265661.375000 Penalty: 779.729553
	Iteration 0F: 3 clusters Score -265661.4 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -266887.937500 Penalty: 779.729553
	Iteration 1F: 3 clusters Score -266887.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -267000.593750 Penalty: 779.729553
	Iteration 2F: 3 clusters Score -267000.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -267125.375000 Penalty: 779.729553
	Iteration 3Q: 3 clusters Score -267125.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -267271.937500 Penalty: 779.729553
	Iteration 4F: 3 clusters Score -267271.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -267455.500000 Penalty: 779.729553
	Iteration 5F: 3 clusters Score -267455.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -267726.875000 Penalty: 779.729553
	Iteration 6F: 3 clusters Score -267726.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -268079.875000 Penalty: 779.729553
	Iteration 7F: 3 clusters Score -268079.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -268392.906250 Penalty: 779.729553
	Iteration 8F: 3 clusters Score -268392.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -268544.593750 Penalty: 779.729553
	Iteration 9F: 3 clusters Score -268544.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -268607.687500 Penalty: 779.729553
	Iteration 10Q: 3 clusters Score -268607.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -268633.531250 Penalty: 779.729553
	Iteration 11Q: 3 clusters Score -268633.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -268641.343750 Penalty: 779.729553
	Iteration 12Q: 3 clusters Score -268641.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -268647.656250 Penalty: 779.729553
	Iteration 13Q: 3 clusters Score -268647.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -268655.062500 Penalty: 779.729553
	Iteration 14Q: 3 clusters Score -268655.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -268659.125000 Penalty: 779.729553
	Iteration 15Q: 3 clusters Score -268659.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -268664.625000 Penalty: 779.729553
	Iteration 16Q: 3 clusters Score -268664.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -268669.468750 Penalty: 779.729553
	Iteration 17Q: 3 clusters Score -268669.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -268674.687500 Penalty: 779.729553
	Iteration 18Q: 3 clusters Score -268674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -268679.062500 Penalty: 779.729553
	Iteration 19Q: 3 clusters Score -268679.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -268681.875000 Penalty: 779.729553
	Iteration 20F: 3 clusters Score -268681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -268683.187500 Penalty: 779.729553
	Iteration 21Q: 3 clusters Score -268683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -268683.750000 Penalty: 779.729553
	Iteration 22Q: 3 clusters Score -268683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -268684.750000 Penalty: 779.729553
	Iteration 23Q: 3 clusters Score -268684.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -268686.187500 Penalty: 779.729553
	Iteration 24Q: 3 clusters Score -268686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -268687.812500 Penalty: 779.729553
	Iteration 25Q: 3 clusters Score -268687.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -268689.468750 Penalty: 779.729553
	Iteration 26Q: 3 clusters Score -268689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -268690.125000 Penalty: 779.729553
	Iteration 27Q: 3 clusters Score -268690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -268691.093750 Penalty: 779.729553
	Iteration 28Q: 3 clusters Score -268691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -268690.562500 Penalty: 779.729553
	Iteration 29Q: 3 clusters Score -268690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -268690.531250 Penalty: 779.729553
	Iteration 30Q: 3 clusters Score -268690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -268690.531250 Penalty: 779.729553
	Iteration 31F: 3 clusters Score -268690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -128234.226562 Penalty: 356.734253
	Iteration 0F: 2 clusters Score -128234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -126427.421875 Penalty: 713.468506
	Iteration 0F: 3 clusters Score -126427.4 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -127008.687500 Penalty: 713.468506
	Iteration 1F: 3 clusters Score -127008.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127098.679688 Penalty: 713.468506
	Iteration 2F: 3 clusters Score -127098.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -127183.250000 Penalty: 713.468506
	Iteration 3F: 3 clusters Score -127183.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -127273.015625 Penalty: 713.468506
	Iteration 4F: 3 clusters Score -127273 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -127355.789062 Penalty: 713.468506
	Iteration 5Q: 3 clusters Score -127355.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -127458.710938 Penalty: 713.468506
	Iteration 6Q: 3 clusters Score -127458.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -127536.671875 Penalty: 713.468506
	Iteration 7Q: 3 clusters Score -127536.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -127604.210938 Penalty: 713.468506
	Iteration 8Q: 3 clusters Score -127604.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -127650.695312 Penalty: 713.468506
	Iteration 9Q: 3 clusters Score -127650.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -127683.757812 Penalty: 713.468506
	Iteration 10Q: 3 clusters Score -127683.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -127703.867188 Penalty: 713.468506
	Iteration 11Q: 3 clusters Score -127703.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -127722.648438 Penalty: 713.468506
	Iteration 12Q: 3 clusters Score -127722.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -127734.585938 Penalty: 713.468506
	Iteration 13Q: 3 clusters Score -127734.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -127741.695312 Penalty: 713.468506
	Iteration 14Q: 3 clusters Score -127741.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -127746.101562 Penalty: 713.468506
	Iteration 15Q: 3 clusters Score -127746.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -127749.484375 Penalty: 713.468506
	Iteration 16Q: 3 clusters Score -127749.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -127752.968750 Penalty: 713.468506
	Iteration 17Q: 3 clusters Score -127753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -127755.968750 Penalty: 713.468506
	Iteration 18Q: 3 clusters Score -127756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -127757.671875 Penalty: 713.468506
	Iteration 19Q: 3 clusters Score -127757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -127758.468750 Penalty: 713.468506
	Iteration 20F: 3 clusters Score -127758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -127758.765625 Penalty: 713.468506
	Iteration 21Q: 3 clusters Score -127758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -127759.546875 Penalty: 713.468506
	Iteration 22Q: 3 clusters Score -127759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -127760.375000 Penalty: 713.468506
	Iteration 23Q: 3 clusters Score -127760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -127761.320312 Penalty: 713.468506
	Iteration 24Q: 3 clusters Score -127761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -127762.343750 Penalty: 713.468506
	Iteration 25Q: 3 clusters Score -127762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -127764.015625 Penalty: 713.468506
	Iteration 26Q: 3 clusters Score -127764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -127764.953125 Penalty: 713.468506
	Iteration 27Q: 3 clusters Score -127765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -127766.578125 Penalty: 713.468506
	Iteration 28Q: 3 clusters Score -127766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -127766.984375 Penalty: 713.468506
	Iteration 29Q: 3 clusters Score -127767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -127767.562500 Penalty: 713.468506
	Iteration 30Q: 3 clusters Score -127767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -127768.210938 Penalty: 713.468506
	Iteration 31Q: 3 clusters Score -127768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -127768.375000 Penalty: 713.468506
	Iteration 32Q: 3 clusters Score -127768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127768.484375 Penalty: 713.468506
	Iteration 33Q: 3 clusters Score -127768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -127768.656250 Penalty: 713.468506
	Iteration 34Q: 3 clusters Score -127768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -127768.656250 Penalty: 713.468506
	Iteration 35F: 3 clusters Score -127768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -70598.132812 Penalty: 333.473785
	Iteration 0F: 2 clusters Score -70598.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69488.460938 Penalty: 666.947571
	Iteration 0F: 3 clusters Score -69488.46 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69820.734375 Penalty: 666.947571
	Iteration 1F: 3 clusters Score -69820.73 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -69875.257812 Penalty: 666.947571
	Iteration 2F: 3 clusters Score -69875.26 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69905.031250 Penalty: 666.947571
	Iteration 3Q: 3 clusters Score -69905.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -69934.406250 Penalty: 666.947571
	Iteration 4Q: 3 clusters Score -69934.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69948.796875 Penalty: 666.947571
	Iteration 5Q: 3 clusters Score -69948.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -69957.187500 Penalty: 666.947571
	Iteration 6Q: 3 clusters Score -69957.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -69967.117188 Penalty: 666.947571
	Iteration 7Q: 3 clusters Score -69967.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -69976.664062 Penalty: 666.947571
	Iteration 8Q: 3 clusters Score -69976.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -69982.406250 Penalty: 666.947571
	Iteration 9Q: 3 clusters Score -69982.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69990.414062 Penalty: 666.947571
	Iteration 10Q: 3 clusters Score -69990.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69996.796875 Penalty: 666.947571
	Iteration 11Q: 3 clusters Score -69996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70007.335938 Penalty: 666.947571
	Iteration 12Q: 3 clusters Score -70007.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -70013.890625 Penalty: 666.947571
	Iteration 13Q: 3 clusters Score -70013.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -70027.507812 Penalty: 666.947571
	Iteration 14Q: 3 clusters Score -70027.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70039.039062 Penalty: 666.947571
	Iteration 15Q: 3 clusters Score -70039.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -70047.093750 Penalty: 666.947571
	Iteration 16Q: 3 clusters Score -70047.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70059.898438 Penalty: 666.947571
	Iteration 17Q: 3 clusters Score -70059.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70076.601562 Penalty: 666.947571
	Iteration 18Q: 3 clusters Score -70076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70090.273438 Penalty: 666.947571
	Iteration 19Q: 3 clusters Score -70090.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70099.046875 Penalty: 666.947571
	Iteration 20F: 3 clusters Score -70099.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70102.632812 Penalty: 666.947571
	Iteration 21Q: 3 clusters Score -70102.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70105.976562 Penalty: 666.947571
	Iteration 22Q: 3 clusters Score -70105.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70112.648438 Penalty: 666.947571
	Iteration 23Q: 3 clusters Score -70112.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -70119.187500 Penalty: 666.947571
	Iteration 24Q: 3 clusters Score -70119.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70125.164062 Penalty: 666.947571
	Iteration 25Q: 3 clusters Score -70125.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -70134.984375 Penalty: 666.947571
	Iteration 26Q: 3 clusters Score -70134.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70149.304688 Penalty: 666.947571
	Iteration 27Q: 3 clusters Score -70149.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70164.546875 Penalty: 666.947571
	Iteration 28Q: 3 clusters Score -70164.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70179.773438 Penalty: 666.947571
	Iteration 29Q: 3 clusters Score -70179.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70191.867188 Penalty: 666.947571
	Iteration 30Q: 3 clusters Score -70191.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70203.140625 Penalty: 666.947571
	Iteration 31Q: 3 clusters Score -70203.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70221.609375 Penalty: 666.947571
	Iteration 32Q: 3 clusters Score -70221.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70235.390625 Penalty: 666.947571
	Iteration 33Q: 3 clusters Score -70235.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70245.007812 Penalty: 666.947571
	Iteration 34Q: 3 clusters Score -70245.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70256.046875 Penalty: 666.947571
	Iteration 35Q: 3 clusters Score -70256.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70262.820312 Penalty: 666.947571
	Iteration 36Q: 3 clusters Score -70262.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70266.421875 Penalty: 666.947571
	Iteration 37Q: 3 clusters Score -70266.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70268.218750 Penalty: 666.947571
	Iteration 38Q: 3 clusters Score -70268.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70268.664062 Penalty: 666.947571
	Iteration 39Q: 3 clusters Score -70268.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70268.914062 Penalty: 666.947571
	Iteration 40F: 3 clusters Score -70268.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70268.906250 Penalty: 666.947571
	Iteration 41Q: 3 clusters Score -70268.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70268.906250 Penalty: 666.947571
	Iteration 42F: 3 clusters Score -70268.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Entering Unmasked Estep 
Score: -7198784.500000 Penalty: 540.712219
	Iteration 0F: 2 clusters Score -7198784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -7100916.500000 Penalty: 1081.424438
	Iteration 0F: 3 clusters Score -7100916 nChanged 71081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -7146089.500000 Penalty: 1081.424438
	Iteration 1F: 3 clusters Score -7146090 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -7150417.500000 Penalty: 1081.424438
	Iteration 2F: 3 clusters Score -7150418 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -7155966.500000 Penalty: 1081.424438
	Iteration 3F: 3 clusters Score -7155966 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -7163073.000000 Penalty: 1081.424438
	Iteration 4F: 3 clusters Score -7163073 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -7171031.500000 Penalty: 1081.424438
	Iteration 5F: 3 clusters Score -7171032 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -7178201.000000 Penalty: 1081.424438
	Iteration 6F: 3 clusters Score -7178201 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -7182254.000000 Penalty: 1081.424438
	Iteration 7F: 3 clusters Score -7182254 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -7183840.500000 Penalty: 1081.424438
	Iteration 8Q: 3 clusters Score -7183840 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -7184574.500000 Penalty: 1081.424438
	Iteration 9Q: 3 clusters Score -7184574 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -7185145.500000 Penalty: 1081.424438
	Iteration 10Q: 3 clusters Score -7185146 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -7185763.500000 Penalty: 1081.424438
	Iteration 11Q: 3 clusters Score -7185764 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -7186458.000000 Penalty: 1081.424438
	Iteration 12Q: 3 clusters Score -7186458 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -7187197.500000 Penalty: 1081.424438
	Iteration 13Q: 3 clusters Score -7187198 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -7187894.500000 Penalty: 1081.424438
	Iteration 14Q: 3 clusters Score -7187894 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -7188716.000000 Penalty: 1081.424438
	Iteration 15Q: 3 clusters Score -7188716 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -7189534.500000 Penalty: 1081.424438
	Iteration 16Q: 3 clusters Score -7189534 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -7190372.000000 Penalty: 1081.424438
	Iteration 17Q: 3 clusters Score -7190372 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -7191253.000000 Penalty: 1081.424438
	Iteration 18Q: 3 clusters Score -7191253 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -7191993.500000 Penalty: 1081.424438
	Iteration 19Q: 3 clusters Score -7191994 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -7192653.500000 Penalty: 1081.424438
	Iteration 20F: 3 clusters Score -7192654 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -7193106.500000 Penalty: 1081.424438
	Iteration 21Q: 3 clusters Score -7193106 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -7193489.500000 Penalty: 1081.424438
	Iteration 22Q: 3 clusters Score -7193490 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -7193850.500000 Penalty: 1081.424438
	Iteration 23Q: 3 clusters Score -7193850 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -7194150.000000 Penalty: 1081.424438
	Iteration 24Q: 3 clusters Score -7194150 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -7194333.000000 Penalty: 1081.424438
	Iteration 25Q: 3 clusters Score -7194333 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -7194531.000000 Penalty: 1081.424438
	Iteration 26Q: 3 clusters Score -7194531 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -7194708.000000 Penalty: 1081.424438
	Iteration 27Q: 3 clusters Score -7194708 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -7194884.000000 Penalty: 1081.424438
	Iteration 28Q: 3 clusters Score -7194884 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -7195053.000000 Penalty: 1081.424438
	Iteration 29Q: 3 clusters Score -7195053 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -7195138.000000 Penalty: 1081.424438
	Iteration 30Q: 3 clusters Score -7195138 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -7195242.000000 Penalty: 1081.424438
	Iteration 31Q: 3 clusters Score -7195242 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -7195362.500000 Penalty: 1081.424438
	Iteration 32Q: 3 clusters Score -7195362 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -7195460.500000 Penalty: 1081.424438
	Iteration 33Q: 3 clusters Score -7195460 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -7195574.500000 Penalty: 1081.424438
	Iteration 34Q: 3 clusters Score -7195574 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -7195656.500000 Penalty: 1081.424438
	Iteration 35Q: 3 clusters Score -7195656 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -7195781.000000 Penalty: 1081.424438
	Iteration 36Q: 3 clusters Score -7195781 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -7195875.000000 Penalty: 1081.424438
	Iteration 37Q: 3 clusters Score -7195875 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -7195952.500000 Penalty: 1081.424438
	Iteration 38Q: 3 clusters Score -7195952 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -7196032.000000 Penalty: 1081.424438
	Iteration 39Q: 3 clusters Score -7196032 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -7196068.000000 Penalty: 1081.424438
	Iteration 40F: 3 clusters Score -7196068 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -7196142.000000 Penalty: 1081.424438
	Iteration 41Q: 3 clusters Score -7196142 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -7196210.000000 Penalty: 1081.424438
	Iteration 42Q: 3 clusters Score -7196210 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 123514 members 
Entering Unmasked Estep 
Score: -7196294.000000 Penalty: 1081.424438
	Iteration 43Q: 3 clusters Score -7196294 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -7196374.000000 Penalty: 1081.424438
	Iteration 44Q: 3 clusters Score -7196374 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -7196453.500000 Penalty: 1081.424438
	Iteration 45Q: 3 clusters Score -7196454 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 125271 members 
Entering Unmasked Estep 
Score: -7196516.000000 Penalty: 1081.424438
	Iteration 46Q: 3 clusters Score -7196516 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -7196596.500000 Penalty: 1081.424438
	Iteration 47Q: 3 clusters Score -7196596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -7196649.000000 Penalty: 1081.424438
	Iteration 48Q: 3 clusters Score -7196649 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -7196685.000000 Penalty: 1081.424438
	Iteration 49Q: 3 clusters Score -7196685 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 127424 members 
Entering Unmasked Estep 
Score: -7196755.000000 Penalty: 1081.424438
	Iteration 50Q: 3 clusters Score -7196755 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 127905 members 
Entering Unmasked Estep 
Score: -7196811.000000 Penalty: 1081.424438
	Iteration 51Q: 3 clusters Score -7196811 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -7196840.500000 Penalty: 1081.424438
	Iteration 52Q: 3 clusters Score -7196840 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -7196868.000000 Penalty: 1081.424438
	Iteration 53Q: 3 clusters Score -7196868 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 129089 members 
Entering Unmasked Estep 
Score: -7196887.500000 Penalty: 1081.424438
	Iteration 54Q: 3 clusters Score -7196888 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -7196912.000000 Penalty: 1081.424438
	Iteration 55Q: 3 clusters Score -7196912 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -7196971.500000 Penalty: 1081.424438
	Iteration 56Q: 3 clusters Score -7196972 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 130275 members 
Entering Unmasked Estep 
Score: -7197025.500000 Penalty: 1081.424438
	Iteration 57Q: 3 clusters Score -7197026 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -7197042.500000 Penalty: 1081.424438
	Iteration 58Q: 3 clusters Score -7197042 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 131071 members 
Entering Unmasked Estep 
Score: -7197088.500000 Penalty: 1081.424438
	Iteration 59Q: 3 clusters Score -7197088 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -7197111.500000 Penalty: 1081.424438
	Iteration 60F: 3 clusters Score -7197112 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 131841 members 
Entering Unmasked Estep 
Score: -7197107.500000 Penalty: 1081.424438
	Iteration 61Q: 3 clusters Score -7197108 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 132225 members 
Entering Unmasked Estep 
Score: -7197141.000000 Penalty: 1081.424438
	Iteration 62Q: 3 clusters Score -7197141 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 132577 members 
Entering Unmasked Estep 
Score: -7197158.500000 Penalty: 1081.424438
	Iteration 63Q: 3 clusters Score -7197158 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -7197170.500000 Penalty: 1081.424438
	Iteration 64Q: 3 clusters Score -7197170 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -7197204.000000 Penalty: 1081.424438
	Iteration 65Q: 3 clusters Score -7197204 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -7197237.000000 Penalty: 1081.424438
	Iteration 66Q: 3 clusters Score -7197237 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -7197275.500000 Penalty: 1081.424438
	Iteration 67Q: 3 clusters Score -7197276 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 134213 members 
Entering Unmasked Estep 
Score: -7197314.000000 Penalty: 1081.424438
	Iteration 68Q: 3 clusters Score -7197314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -7197335.000000 Penalty: 1081.424438
	Iteration 69Q: 3 clusters Score -7197335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 134757 members 
Entering Unmasked Estep 
Score: -7197328.500000 Penalty: 1081.424438
	Iteration 70Q: 3 clusters Score -7197328 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -7197367.000000 Penalty: 1081.424438
	Iteration 71Q: 3 clusters Score -7197367 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -7197394.500000 Penalty: 1081.424438
	Iteration 72Q: 3 clusters Score -7197394 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -7197391.500000 Penalty: 1081.424438
	Iteration 73Q: 3 clusters Score -7197392 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -7197418.000000 Penalty: 1081.424438
	Iteration 74Q: 3 clusters Score -7197418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -7197443.500000 Penalty: 1081.424438
	Iteration 75Q: 3 clusters Score -7197444 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -7197450.000000 Penalty: 1081.424438
	Iteration 76Q: 3 clusters Score -7197450 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 136684 members 
Entering Unmasked Estep 
Score: -7197488.000000 Penalty: 1081.424438
	Iteration 77Q: 3 clusters Score -7197488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -7197511.000000 Penalty: 1081.424438
	Iteration 78Q: 3 clusters Score -7197511 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
Score: -7197541.000000 Penalty: 1081.424438
	Iteration 79Q: 3 clusters Score -7197541 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -7197551.500000 Penalty: 1081.424438
	Iteration 80F: 3 clusters Score -7197552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -7197602.000000 Penalty: 1081.424438
	Iteration 81Q: 3 clusters Score -7197602 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 137855 members 
Entering Unmasked Estep 
Score: -7197634.500000 Penalty: 1081.424438
	Iteration 82Q: 3 clusters Score -7197634 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 138089 members 
Entering Unmasked Estep 
Score: -7197669.000000 Penalty: 1081.424438
	Iteration 83Q: 3 clusters Score -7197669 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -7197671.500000 Penalty: 1081.424438
	Iteration 84Q: 3 clusters Score -7197672 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 138558 members 
Entering Unmasked Estep 
Score: -7197693.500000 Penalty: 1081.424438
	Iteration 85Q: 3 clusters Score -7197694 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
Score: -7197714.000000 Penalty: 1081.424438
	Iteration 86Q: 3 clusters Score -7197714 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -7197758.500000 Penalty: 1081.424438
	Iteration 87Q: 3 clusters Score -7197758 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -7197827.000000 Penalty: 1081.424438
	Iteration 88Q: 3 clusters Score -7197827 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -7197877.000000 Penalty: 1081.424438
	Iteration 89Q: 3 clusters Score -7197877 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -7197936.500000 Penalty: 1081.424438
	Iteration 90Q: 3 clusters Score -7197936 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -7197975.000000 Penalty: 1081.424438
	Iteration 91Q: 3 clusters Score -7197975 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 140353 members 
Entering Unmasked Estep 
Score: -7198014.000000 Penalty: 1081.424438
	Iteration 92Q: 3 clusters Score -7198014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -7198039.000000 Penalty: 1081.424438
	Iteration 93Q: 3 clusters Score -7198039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -7198078.500000 Penalty: 1081.424438
	Iteration 94Q: 3 clusters Score -7198078 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -7198130.500000 Penalty: 1081.424438
	Iteration 95Q: 3 clusters Score -7198130 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 141232 members 
Entering Unmasked Estep 
Score: -7198162.000000 Penalty: 1081.424438
	Iteration 96Q: 3 clusters Score -7198162 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 141404 members 
Entering Unmasked Estep 
Score: -7198194.000000 Penalty: 1081.424438
	Iteration 97Q: 3 clusters Score -7198194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 141579 members 
Entering Unmasked Estep 
Score: -7198220.500000 Penalty: 1081.424438
	Iteration 98Q: 3 clusters Score -7198220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -7198275.000000 Penalty: 1081.424438
	Iteration 99Q: 3 clusters Score -7198275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -7198307.000000 Penalty: 1081.424438
	Iteration 100F: 3 clusters Score -7198307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -7198336.000000 Penalty: 1081.424438
	Iteration 101Q: 3 clusters Score -7198336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -7198365.500000 Penalty: 1081.424438
	Iteration 102Q: 3 clusters Score -7198366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -7198418.500000 Penalty: 1081.424438
	Iteration 103Q: 3 clusters Score -7198418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -7198436.500000 Penalty: 1081.424438
	Iteration 104Q: 3 clusters Score -7198436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -7198456.500000 Penalty: 1081.424438
	Iteration 105Q: 3 clusters Score -7198456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 142707 members 
Entering Unmasked Estep 
Score: -7198487.000000 Penalty: 1081.424438
	Iteration 106Q: 3 clusters Score -7198487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -7198517.000000 Penalty: 1081.424438
	Iteration 107Q: 3 clusters Score -7198517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -7198523.500000 Penalty: 1081.424438
	Iteration 108Q: 3 clusters Score -7198524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -7198538.500000 Penalty: 1081.424438
	Iteration 109Q: 3 clusters Score -7198538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -7198562.500000 Penalty: 1081.424438
	Iteration 110Q: 3 clusters Score -7198562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -7198567.500000 Penalty: 1081.424438
	Iteration 111Q: 3 clusters Score -7198568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 143089 members 
Entering Unmasked Estep 
Score: -7198564.000000 Penalty: 1081.424438
	Iteration 112Q: 3 clusters Score -7198564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -7198572.000000 Penalty: 1081.424438
	Iteration 113Q: 3 clusters Score -7198572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -7198562.000000 Penalty: 1081.424438
	Iteration 114Q: 3 clusters Score -7198562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -7198565.500000 Penalty: 1081.424438
	Iteration 115Q: 3 clusters Score -7198566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -7198574.500000 Penalty: 1081.424438
	Iteration 116Q: 3 clusters Score -7198574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 143227 members 
Entering Unmasked Estep 
Score: -7198568.500000 Penalty: 1081.424438
	Iteration 117Q: 3 clusters Score -7198568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -7198576.000000 Penalty: 1081.424438
	Iteration 118Q: 3 clusters Score -7198576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -7198572.500000 Penalty: 1081.424438
	Iteration 119Q: 3 clusters Score -7198572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -7198570.500000 Penalty: 1081.424438
	Iteration 120F: 3 clusters Score -7198570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 143283 members 
Entering Unmasked Estep 
Score: -7198577.000000 Penalty: 1081.424438
	Iteration 121Q: 3 clusters Score -7198577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 143296 members 
Entering Unmasked Estep 
Score: -7198572.500000 Penalty: 1081.424438
	Iteration 122Q: 3 clusters Score -7198572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -7198574.000000 Penalty: 1081.424438
	Iteration 123Q: 3 clusters Score -7198574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -7198580.500000 Penalty: 1081.424438
	Iteration 124Q: 3 clusters Score -7198580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 143344 members 
Entering Unmasked Estep 
Score: -7198578.000000 Penalty: 1081.424438
	Iteration 125Q: 3 clusters Score -7198578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -7198577.500000 Penalty: 1081.424438
	Iteration 126Q: 3 clusters Score -7198578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -7198575.500000 Penalty: 1081.424438
	Iteration 127Q: 3 clusters Score -7198576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -7198580.000000 Penalty: 1081.424438
	Iteration 128Q: 3 clusters Score -7198580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -7198576.000000 Penalty: 1081.424438
	Iteration 129Q: 3 clusters Score -7198576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 143402 members 
Entering Unmasked Estep 
Score: -7198575.500000 Penalty: 1081.424438
	Iteration 130Q: 3 clusters Score -7198576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -7198574.000000 Penalty: 1081.424438
	Iteration 131Q: 3 clusters Score -7198574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -7198567.500000 Penalty: 1081.424438
	Iteration 132Q: 3 clusters Score -7198568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 143421 members 
Entering Unmasked Estep 
Score: -7198570.500000 Penalty: 1081.424438
	Iteration 133Q: 3 clusters Score -7198570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -7198573.500000 Penalty: 1081.424438
	Iteration 134Q: 3 clusters Score -7198574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -7198569.500000 Penalty: 1081.424438
	Iteration 135Q: 3 clusters Score -7198570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -7198575.000000 Penalty: 1081.424438
	Iteration 136Q: 3 clusters Score -7198575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 143427 members 
Entering Unmasked Estep 
Score: -7198574.500000 Penalty: 1081.424438
	Iteration 137Q: 3 clusters Score -7198574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -7198578.500000 Penalty: 1081.424438
	Iteration 138Q: 3 clusters Score -7198578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 143433 members 
Entering Unmasked Estep 
Score: -7198578.000000 Penalty: 1081.424438
	Iteration 139Q: 3 clusters Score -7198578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -7198575.000000 Penalty: 1081.424438
	Iteration 140F: 3 clusters Score -7198575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -7198573.000000 Penalty: 1081.424438
	Iteration 141Q: 3 clusters Score -7198573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -7198573.500000 Penalty: 1081.424438
	Iteration 142Q: 3 clusters Score -7198574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -7198570.500000 Penalty: 1081.424438
	Iteration 143Q: 3 clusters Score -7198570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 143443 members 
Entering Unmasked Estep 
Score: -7198576.500000 Penalty: 1081.424438
	Iteration 144Q: 3 clusters Score -7198576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -7198575.000000 Penalty: 1081.424438
	Iteration 145Q: 3 clusters Score -7198575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 143449 members 
Entering Unmasked Estep 
Score: -7198573.000000 Penalty: 1081.424438
	Iteration 146Q: 3 clusters Score -7198573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -7198577.500000 Penalty: 1081.424438
	Iteration 147Q: 3 clusters Score -7198578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -7198571.500000 Penalty: 1081.424438
	Iteration 148Q: 3 clusters Score -7198572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -7198573.500000 Penalty: 1081.424438
	Iteration 149Q: 3 clusters Score -7198574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 143472 members 
Entering Unmasked Estep 
Score: -7198571.500000 Penalty: 1081.424438
	Iteration 150Q: 3 clusters Score -7198572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 143482 members 
Entering Unmasked Estep 
Score: -7198579.500000 Penalty: 1081.424438
	Iteration 151Q: 3 clusters Score -7198580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -7198573.000000 Penalty: 1081.424438
	Iteration 152Q: 3 clusters Score -7198573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -7198572.000000 Penalty: 1081.424438
	Iteration 153Q: 3 clusters Score -7198572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 143503 members 
Entering Unmasked Estep 
Score: -7198573.500000 Penalty: 1081.424438
	Iteration 154Q: 3 clusters Score -7198574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -7198575.500000 Penalty: 1081.424438
	Iteration 155Q: 3 clusters Score -7198576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 143508 members 
Entering Unmasked Estep 
Score: -7198578.000000 Penalty: 1081.424438
	Iteration 156Q: 3 clusters Score -7198578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 143514 members 
Entering Unmasked Estep 
Score: -7198583.500000 Penalty: 1081.424438
	Iteration 157Q: 3 clusters Score -7198584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -7198579.500000 Penalty: 1081.424438
	Iteration 158Q: 3 clusters Score -7198580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 143521 members 
Entering Unmasked Estep 
Score: -7198581.500000 Penalty: 1081.424438
	Iteration 159Q: 3 clusters Score -7198582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 143521 members 
Entering Unmasked Estep 
Score: -7198580.500000 Penalty: 1081.424438
	Iteration 160F: 3 clusters Score -7198580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 143525 members 
Entering Unmasked Estep 
Score: -7198584.500000 Penalty: 1081.424438
	Iteration 161Q: 3 clusters Score -7198584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 143533 members 
Entering Unmasked Estep 
Score: -7198586.000000 Penalty: 1081.424438
	Iteration 162Q: 3 clusters Score -7198586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -7198588.500000 Penalty: 1081.424438
	Iteration 163Q: 3 clusters Score -7198588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -7198586.500000 Penalty: 1081.424438
	Iteration 164Q: 3 clusters Score -7198586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 143551 members 
Entering Unmasked Estep 
Score: -7198593.000000 Penalty: 1081.424438
	Iteration 165Q: 3 clusters Score -7198593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -7198598.000000 Penalty: 1081.424438
	Iteration 166Q: 3 clusters Score -7198598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 143552 members 
Entering Unmasked Estep 
Score: -7198593.500000 Penalty: 1081.424438
	Iteration 167Q: 3 clusters Score -7198594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 143554 members 
Entering Unmasked Estep 
Score: -7198593.000000 Penalty: 1081.424438
	Iteration 168Q: 3 clusters Score -7198593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 143556 members 
Entering Unmasked Estep 
Score: -7198590.000000 Penalty: 1081.424438
	Iteration 169Q: 3 clusters Score -7198590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 143559 members 
Entering Unmasked Estep 
Score: -7198588.500000 Penalty: 1081.424438
	Iteration 170Q: 3 clusters Score -7198588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -7198591.500000 Penalty: 1081.424438
	Iteration 171Q: 3 clusters Score -7198592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -7198589.000000 Penalty: 1081.424438
	Iteration 172Q: 3 clusters Score -7198589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -7198591.500000 Penalty: 1081.424438
	Iteration 173Q: 3 clusters Score -7198592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -7198586.500000 Penalty: 1081.424438
	Iteration 174Q: 3 clusters Score -7198586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -7198581.000000 Penalty: 1081.424438
	Iteration 175Q: 3 clusters Score -7198581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -7198585.500000 Penalty: 1081.424438
	Iteration 176Q: 3 clusters Score -7198586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 143572 members 
Entering Unmasked Estep 
Score: -7198586.500000 Penalty: 1081.424438
	Iteration 177Q: 3 clusters Score -7198586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -7198584.500000 Penalty: 1081.424438
	Iteration 178Q: 3 clusters Score -7198584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -7198584.500000 Penalty: 1081.424438
	Iteration 179F: 3 clusters Score -7198584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Entering Unmasked Estep 
Score: -1148546.750000 Penalty: 458.737183
	Iteration 0F: 2 clusters Score -1148547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1132646.375000 Penalty: 917.474365
	Iteration 0F: 3 clusters Score -1132646 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1139092.125000 Penalty: 917.474365
	Iteration 1F: 3 clusters Score -1139092 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1139490.125000 Penalty: 917.474365
	Iteration 2Q: 3 clusters Score -1139490 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1140079.875000 Penalty: 917.474365
	Iteration 3Q: 3 clusters Score -1140080 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1141112.500000 Penalty: 917.474365
	Iteration 4F: 3 clusters Score -1141112 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1142678.500000 Penalty: 917.474365
	Iteration 5F: 3 clusters Score -1142678 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1144343.625000 Penalty: 917.474365
	Iteration 6F: 3 clusters Score -1144344 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1145421.250000 Penalty: 917.474365
	Iteration 7F: 3 clusters Score -1145421 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1145973.500000 Penalty: 917.474365
	Iteration 8Q: 3 clusters Score -1145974 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1146231.500000 Penalty: 917.474365
	Iteration 9Q: 3 clusters Score -1146232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1146348.125000 Penalty: 917.474365
	Iteration 10Q: 3 clusters Score -1146348 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1146420.000000 Penalty: 917.474365
	Iteration 11Q: 3 clusters Score -1146420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1146478.750000 Penalty: 917.474365
	Iteration 12Q: 3 clusters Score -1146479 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1146528.125000 Penalty: 917.474365
	Iteration 13Q: 3 clusters Score -1146528 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1146578.375000 Penalty: 917.474365
	Iteration 14Q: 3 clusters Score -1146578 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1146625.250000 Penalty: 917.474365
	Iteration 15Q: 3 clusters Score -1146625 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1146672.500000 Penalty: 917.474365
	Iteration 16Q: 3 clusters Score -1146672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1146714.250000 Penalty: 917.474365
	Iteration 17Q: 3 clusters Score -1146714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1146759.000000 Penalty: 917.474365
	Iteration 18Q: 3 clusters Score -1146759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1146803.500000 Penalty: 917.474365
	Iteration 19Q: 3 clusters Score -1146804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1146849.125000 Penalty: 917.474365
	Iteration 20F: 3 clusters Score -1146849 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1146905.125000 Penalty: 917.474365
	Iteration 21Q: 3 clusters Score -1146905 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1146953.000000 Penalty: 917.474365
	Iteration 22Q: 3 clusters Score -1146953 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1147002.875000 Penalty: 917.474365
	Iteration 23Q: 3 clusters Score -1147003 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1147046.375000 Penalty: 917.474365
	Iteration 24Q: 3 clusters Score -1147046 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1147089.750000 Penalty: 917.474365
	Iteration 25Q: 3 clusters Score -1147090 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1147138.750000 Penalty: 917.474365
	Iteration 26Q: 3 clusters Score -1147139 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1147181.375000 Penalty: 917.474365
	Iteration 27Q: 3 clusters Score -1147181 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1147218.375000 Penalty: 917.474365
	Iteration 28Q: 3 clusters Score -1147218 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1147263.000000 Penalty: 917.474365
	Iteration 29Q: 3 clusters Score -1147263 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1147301.000000 Penalty: 917.474365
	Iteration 30Q: 3 clusters Score -1147301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1147336.625000 Penalty: 917.474365
	Iteration 31Q: 3 clusters Score -1147337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1147378.125000 Penalty: 917.474365
	Iteration 32Q: 3 clusters Score -1147378 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -1147427.000000 Penalty: 917.474365
	Iteration 33Q: 3 clusters Score -1147427 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1147484.875000 Penalty: 917.474365
	Iteration 34Q: 3 clusters Score -1147485 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1147535.250000 Penalty: 917.474365
	Iteration 35Q: 3 clusters Score -1147535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1147593.500000 Penalty: 917.474365
	Iteration 36Q: 3 clusters Score -1147594 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1147643.875000 Penalty: 917.474365
	Iteration 37Q: 3 clusters Score -1147644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1147693.500000 Penalty: 917.474365
	Iteration 38Q: 3 clusters Score -1147694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1147734.375000 Penalty: 917.474365
	Iteration 39Q: 3 clusters Score -1147734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1147785.875000 Penalty: 917.474365
	Iteration 40F: 3 clusters Score -1147786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1147834.000000 Penalty: 917.474365
	Iteration 41Q: 3 clusters Score -1147834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1147877.000000 Penalty: 917.474365
	Iteration 42Q: 3 clusters Score -1147877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1147911.875000 Penalty: 917.474365
	Iteration 43Q: 3 clusters Score -1147912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -1147948.125000 Penalty: 917.474365
	Iteration 44Q: 3 clusters Score -1147948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -1147983.875000 Penalty: 917.474365
	Iteration 45Q: 3 clusters Score -1147984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -1148010.250000 Penalty: 917.474365
	Iteration 46Q: 3 clusters Score -1148010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1148044.875000 Penalty: 917.474365
	Iteration 47Q: 3 clusters Score -1148045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1148071.375000 Penalty: 917.474365
	Iteration 48Q: 3 clusters Score -1148071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1148094.625000 Penalty: 917.474365
	Iteration 49Q: 3 clusters Score -1148095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -1148118.875000 Penalty: 917.474365
	Iteration 50Q: 3 clusters Score -1148119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1148149.375000 Penalty: 917.474365
	Iteration 51Q: 3 clusters Score -1148149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1148173.375000 Penalty: 917.474365
	Iteration 52Q: 3 clusters Score -1148173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -1148189.375000 Penalty: 917.474365
	Iteration 53Q: 3 clusters Score -1148189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1148196.875000 Penalty: 917.474365
	Iteration 54Q: 3 clusters Score -1148197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1148204.125000 Penalty: 917.474365
	Iteration 55Q: 3 clusters Score -1148204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -1148205.875000 Penalty: 917.474365
	Iteration 56Q: 3 clusters Score -1148206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -1148208.250000 Penalty: 917.474365
	Iteration 57Q: 3 clusters Score -1148208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -1148214.125000 Penalty: 917.474365
	Iteration 58Q: 3 clusters Score -1148214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -1148215.625000 Penalty: 917.474365
	Iteration 59Q: 3 clusters Score -1148216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1148217.625000 Penalty: 917.474365
	Iteration 60F: 3 clusters Score -1148218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -1148219.250000 Penalty: 917.474365
	Iteration 61Q: 3 clusters Score -1148219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1148221.375000 Penalty: 917.474365
	Iteration 62Q: 3 clusters Score -1148221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -1148224.625000 Penalty: 917.474365
	Iteration 63Q: 3 clusters Score -1148225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -1148229.375000 Penalty: 917.474365
	Iteration 64Q: 3 clusters Score -1148229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -1148231.500000 Penalty: 917.474365
	Iteration 65Q: 3 clusters Score -1148232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -1148233.875000 Penalty: 917.474365
	Iteration 66Q: 3 clusters Score -1148234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1148233.625000 Penalty: 917.474365
	Iteration 67Q: 3 clusters Score -1148234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1148233.875000 Penalty: 917.474365
	Iteration 68Q: 3 clusters Score -1148234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -1148233.875000 Penalty: 917.474365
	Iteration 69F: 3 clusters Score -1148234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Entering Unmasked Estep 
Score: -1579396.500000 Penalty: 474.091766
	Iteration 0F: 2 clusters Score -1579396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1556950.125000 Penalty: 948.183533
	Iteration 0F: 3 clusters Score -1556950 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1566488.375000 Penalty: 948.183533
	Iteration 1F: 3 clusters Score -1566488 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -1567331.625000 Penalty: 948.183533
	Iteration 2F: 3 clusters Score -1567332 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1568764.000000 Penalty: 948.183533
	Iteration 3F: 3 clusters Score -1568764 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -1571101.750000 Penalty: 948.183533
	Iteration 4F: 3 clusters Score -1571102 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -1574010.500000 Penalty: 948.183533
	Iteration 5F: 3 clusters Score -1574010 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -1576437.750000 Penalty: 948.183533
	Iteration 6F: 3 clusters Score -1576438 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -1577715.000000 Penalty: 948.183533
	Iteration 7Q: 3 clusters Score -1577715 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -1578321.625000 Penalty: 948.183533
	Iteration 8Q: 3 clusters Score -1578322 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -1578615.375000 Penalty: 948.183533
	Iteration 9Q: 3 clusters Score -1578615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -1578737.250000 Penalty: 948.183533
	Iteration 10Q: 3 clusters Score -1578737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -1578820.250000 Penalty: 948.183533
	Iteration 11Q: 3 clusters Score -1578820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -1578885.750000 Penalty: 948.183533
	Iteration 12Q: 3 clusters Score -1578886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -1578918.250000 Penalty: 948.183533
	Iteration 13Q: 3 clusters Score -1578918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -1578949.250000 Penalty: 948.183533
	Iteration 14Q: 3 clusters Score -1578949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -1578978.625000 Penalty: 948.183533
	Iteration 15Q: 3 clusters Score -1578979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -1578993.500000 Penalty: 948.183533
	Iteration 16Q: 3 clusters Score -1578994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -1579002.500000 Penalty: 948.183533
	Iteration 17Q: 3 clusters Score -1579002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -1579007.500000 Penalty: 948.183533
	Iteration 18Q: 3 clusters Score -1579008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -1579010.250000 Penalty: 948.183533
	Iteration 19Q: 3 clusters Score -1579010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -1579013.750000 Penalty: 948.183533
	Iteration 20F: 3 clusters Score -1579014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -1579017.250000 Penalty: 948.183533
	Iteration 21Q: 3 clusters Score -1579017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -1579022.250000 Penalty: 948.183533
	Iteration 22Q: 3 clusters Score -1579022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -1579023.500000 Penalty: 948.183533
	Iteration 23Q: 3 clusters Score -1579024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -1579024.250000 Penalty: 948.183533
	Iteration 24Q: 3 clusters Score -1579024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -1579024.250000 Penalty: 948.183533
	Iteration 25F: 3 clusters Score -1579024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9894.578125 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9894.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9605.811523 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9605.812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9668.097656 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9668.098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9685.915039 Penalty: 482.600739
	Iteration 2Q: 3 clusters Score -9685.915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9689.445312 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9689.445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9690.589844 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9690.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9691.458984 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9691.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9691.458984 Penalty: 482.600739
	Iteration 6F: 3 clusters Score -9691.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -54180.039062 Penalty: 324.273529
	Iteration 0F: 2 clusters Score -54180.04 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 611 members 
Entering Unmasked Estep 
Score: -53210.691406 Penalty: 648.547058
	Iteration 0F: 3 clusters Score -53210.69 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53649.324219 Penalty: 648.547058
	Iteration 1F: 3 clusters Score -53649.32 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53988.496094 Penalty: 648.547058
	Iteration 2F: 3 clusters Score -53988.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54439.339844 Penalty: 648.547058
	Iteration 3F: 3 clusters Score -54439.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54722.718750 Penalty: 648.547058
	Iteration 4F: 3 clusters Score -54722.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54828.363281 Penalty: 648.547058
	Iteration 5Q: 3 clusters Score -54828.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54840.175781 Penalty: 648.547058
	Iteration 6Q: 3 clusters Score -54840.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54841.605469 Penalty: 648.547058
	Iteration 7Q: 3 clusters Score -54841.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54843.601562 Penalty: 648.547058
	Iteration 8Q: 3 clusters Score -54843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54847.777344 Penalty: 648.547058
	Iteration 9Q: 3 clusters Score -54847.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54854.500000 Penalty: 648.547058
	Iteration 10Q: 3 clusters Score -54854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54857.597656 Penalty: 648.547058
	Iteration 11Q: 3 clusters Score -54857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54861.121094 Penalty: 648.547058
	Iteration 12Q: 3 clusters Score -54861.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54861.121094 Penalty: 648.547058
	Iteration 13F: 3 clusters Score -54861.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 303245 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 144898 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 33510 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
Score: -25282484.000000 Penalty: 10196.145508
Splitting cluster 20 changes total score from -25281838.000000 to -25282484.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 21 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -211618.437500 Penalty: 384.561829
	Iteration 0F: 2 clusters Score -211618.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -208417.890625 Penalty: 769.123657
	Iteration 0F: 3 clusters Score -208417.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -209601.796875 Penalty: 769.123657
	Iteration 1F: 3 clusters Score -209601.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -209751.609375 Penalty: 769.123657
	Iteration 2F: 3 clusters Score -209751.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -209925.468750 Penalty: 769.123657
	Iteration 3F: 3 clusters Score -209925.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -210280.078125 Penalty: 769.123657
	Iteration 4F: 3 clusters Score -210280.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -210742.375000 Penalty: 769.123657
	Iteration 5F: 3 clusters Score -210742.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -211101.671875 Penalty: 769.123657
	Iteration 6F: 3 clusters Score -211101.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -211321.531250 Penalty: 769.123657
	Iteration 7F: 3 clusters Score -211321.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -211485.078125 Penalty: 769.123657
	Iteration 8F: 3 clusters Score -211485.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -211635.062500 Penalty: 769.123657
	Iteration 9Q: 3 clusters Score -211635.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -211778.187500 Penalty: 769.123657
	Iteration 10Q: 3 clusters Score -211778.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -211883.953125 Penalty: 769.123657
	Iteration 11Q: 3 clusters Score -211884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -211956.093750 Penalty: 769.123657
	Iteration 12Q: 3 clusters Score -211956.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -211997.593750 Penalty: 769.123657
	Iteration 13Q: 3 clusters Score -211997.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -212032.156250 Penalty: 769.123657
	Iteration 14Q: 3 clusters Score -212032.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -212058.203125 Penalty: 769.123657
	Iteration 15Q: 3 clusters Score -212058.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -212085.437500 Penalty: 769.123657
	Iteration 16Q: 3 clusters Score -212085.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -212103.093750 Penalty: 769.123657
	Iteration 17Q: 3 clusters Score -212103.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -212119.281250 Penalty: 769.123657
	Iteration 18Q: 3 clusters Score -212119.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -212132.828125 Penalty: 769.123657
	Iteration 19Q: 3 clusters Score -212132.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -212146.187500 Penalty: 769.123657
	Iteration 20F: 3 clusters Score -212146.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -212159.000000 Penalty: 769.123657
	Iteration 21Q: 3 clusters Score -212159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -212169.703125 Penalty: 769.123657
	Iteration 22Q: 3 clusters Score -212169.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -212179.593750 Penalty: 769.123657
	Iteration 23Q: 3 clusters Score -212179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -212187.187500 Penalty: 769.123657
	Iteration 24Q: 3 clusters Score -212187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -212191.140625 Penalty: 769.123657
	Iteration 25Q: 3 clusters Score -212191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -212195.359375 Penalty: 769.123657
	Iteration 26Q: 3 clusters Score -212195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -212198.140625 Penalty: 769.123657
	Iteration 27Q: 3 clusters Score -212198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -212200.187500 Penalty: 769.123657
	Iteration 28Q: 3 clusters Score -212200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -212202.765625 Penalty: 769.123657
	Iteration 29Q: 3 clusters Score -212202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -212204.968750 Penalty: 769.123657
	Iteration 30Q: 3 clusters Score -212205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -212206.578125 Penalty: 769.123657
	Iteration 31Q: 3 clusters Score -212206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -212208.031250 Penalty: 769.123657
	Iteration 32Q: 3 clusters Score -212208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -212210.390625 Penalty: 769.123657
	Iteration 33Q: 3 clusters Score -212210.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -212212.656250 Penalty: 769.123657
	Iteration 34Q: 3 clusters Score -212212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -212214.671875 Penalty: 769.123657
	Iteration 35Q: 3 clusters Score -212214.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -212217.890625 Penalty: 769.123657
	Iteration 36Q: 3 clusters Score -212217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -212219.750000 Penalty: 769.123657
	Iteration 37Q: 3 clusters Score -212219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -212222.375000 Penalty: 769.123657
	Iteration 38Q: 3 clusters Score -212222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -212223.750000 Penalty: 769.123657
	Iteration 39Q: 3 clusters Score -212223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -212224.031250 Penalty: 769.123657
	Iteration 40F: 3 clusters Score -212224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -212223.953125 Penalty: 769.123657
	Iteration 41Q: 3 clusters Score -212224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -212224.250000 Penalty: 769.123657
	Iteration 42Q: 3 clusters Score -212224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -212224.453125 Penalty: 769.123657
	Iteration 43Q: 3 clusters Score -212224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -212224.453125 Penalty: 769.123657
	Iteration 44F: 3 clusters Score -212224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 303245 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 144898 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 33510 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 1448 members 
Entering Unmasked Estep 
Score: -25282846.000000 Penalty: 10795.917969
Splitting cluster 21 changes total score from -25281838.000000 to -25282846.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 22 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -62663.550781 Penalty: 331.146210
	Iteration 0F: 2 clusters Score -62663.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61584.066406 Penalty: 662.292419
	Iteration 0F: 3 clusters Score -61584.07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -62173.789062 Penalty: 662.292419
	Iteration 1F: 3 clusters Score -62173.79 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -62785.949219 Penalty: 662.292419
	Iteration 2F: 3 clusters Score -62785.95 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -63440.167969 Penalty: 662.292419
	Iteration 3F: 3 clusters Score -63440.17 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -63608.039062 Penalty: 662.292419
	Iteration 4F: 3 clusters Score -63608.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -63646.644531 Penalty: 662.292419
	Iteration 5Q: 3 clusters Score -63646.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -63652.765625 Penalty: 662.292419
	Iteration 6Q: 3 clusters Score -63652.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -63658.980469 Penalty: 662.292419
	Iteration 7Q: 3 clusters Score -63658.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -63666.996094 Penalty: 662.292419
	Iteration 8Q: 3 clusters Score -63667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -63674.570312 Penalty: 662.292419
	Iteration 9Q: 3 clusters Score -63674.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -63685.542969 Penalty: 662.292419
	Iteration 10Q: 3 clusters Score -63685.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -63688.503906 Penalty: 662.292419
	Iteration 11Q: 3 clusters Score -63688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -63688.695312 Penalty: 662.292419
	Iteration 12Q: 3 clusters Score -63688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -63688.695312 Penalty: 662.292419
	Iteration 13F: 3 clusters Score -63688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 303245 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 144898 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 33510 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
Score: -25283618.000000 Penalty: 11395.691406
Splitting cluster 22 changes total score from -25281838.000000 to -25283618.000000
So it's getting split into cluster 7.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 3 contains 212 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 6 contains 1790 members 
Mstep: Class 8 contains 303245 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 144898 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 33510 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283780.000000 Penalty: 11395.691406
Iteration 39Q: 20 clusters Score -2.528378e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 215 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 3920 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 303663 members 
Mstep: Class 9 contains 556 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 15 contains 144332 members 
Mstep: Class 17 contains 23970 members 
Mstep: Class 18 contains 33600 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1063 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284012.000000 Penalty: 11395.691406
Iteration 40F: 20 clusters Score -2.528401e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 1805 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 8 contains 304048 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 15 contains 143739 members 
Mstep: Class 17 contains 23800 members 
Mstep: Class 18 contains 33433 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283990.000000 Penalty: 11395.691406
Iteration 41Q: 20 clusters Score -2.528399e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 4263 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 304394 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 15 contains 143152 members 
Mstep: Class 17 contains 23679 members 
Mstep: Class 18 contains 33296 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284098.000000 Penalty: 11395.691406
Iteration 42Q: 20 clusters Score -2.52841e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 304601 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 1561 members 
Mstep: Class 15 contains 142619 members 
Mstep: Class 17 contains 23593 members 
Mstep: Class 18 contains 33214 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284156.000000 Penalty: 11395.691406
Iteration 43Q: 20 clusters Score -2.528416e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 227 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 304761 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 15 contains 142137 members 
Mstep: Class 17 contains 23550 members 
Mstep: Class 18 contains 33160 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 727 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284118.000000 Penalty: 11395.691406
Iteration 44Q: 20 clusters Score -2.528412e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 930 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 304908 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 15 contains 141668 members 
Mstep: Class 17 contains 23527 members 
Mstep: Class 18 contains 33114 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284360.000000 Penalty: 11395.691406
Iteration 45Q: 20 clusters Score -2.528436e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305056 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 15 contains 141183 members 
Mstep: Class 17 contains 23505 members 
Mstep: Class 18 contains 33087 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284424.000000 Penalty: 11395.691406
Iteration 46Q: 20 clusters Score -2.528442e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 927 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305222 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 15 contains 140718 members 
Mstep: Class 17 contains 23482 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284390.000000 Penalty: 11395.691406
Iteration 47Q: 20 clusters Score -2.528439e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305365 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 6462 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 15 contains 140278 members 
Mstep: Class 17 contains 23475 members 
Mstep: Class 18 contains 33038 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284438.000000 Penalty: 11395.691406
Iteration 48Q: 20 clusters Score -2.528444e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305470 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 12 contains 2754 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 15 contains 139862 members 
Mstep: Class 17 contains 23484 members 
Mstep: Class 18 contains 33017 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284464.000000 Penalty: 11395.691406
Iteration 49Q: 20 clusters Score -2.528446e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305568 members 
Mstep: Class 9 contains 560 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 15 contains 139497 members 
Mstep: Class 17 contains 23493 members 
Mstep: Class 18 contains 33010 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284602.000000 Penalty: 11395.691406
Iteration 50Q: 20 clusters Score -2.52846e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305640 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 15 contains 139169 members 
Mstep: Class 17 contains 23508 members 
Mstep: Class 18 contains 33006 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284606.000000 Penalty: 11395.691406
Iteration 51Q: 20 clusters Score -2.528461e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305768 members 
Mstep: Class 9 contains 559 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 1656 members 
Mstep: Class 15 contains 138794 members 
Mstep: Class 17 contains 23499 members 
Mstep: Class 18 contains 33005 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284572.000000 Penalty: 11395.691406
Iteration 52Q: 20 clusters Score -2.528457e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 305901 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 15 contains 138409 members 
Mstep: Class 17 contains 23511 members 
Mstep: Class 18 contains 33011 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284618.000000 Penalty: 11395.691406
Iteration 53Q: 20 clusters Score -2.528462e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306002 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 15 contains 138052 members 
Mstep: Class 17 contains 23517 members 
Mstep: Class 18 contains 33004 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284620.000000 Penalty: 11395.691406
Iteration 54Q: 20 clusters Score -2.528462e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 231 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306044 members 
Mstep: Class 9 contains 557 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 15 contains 137735 members 
Mstep: Class 17 contains 23537 members 
Mstep: Class 18 contains 33023 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1062 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284554.000000 Penalty: 11395.691406
Iteration 55Q: 20 clusters Score -2.528455e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306065 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 1706 members 
Mstep: Class 15 contains 137440 members 
Mstep: Class 17 contains 23552 members 
Mstep: Class 18 contains 33068 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284502.000000 Penalty: 11395.691406
Iteration 56Q: 20 clusters Score -2.52845e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 231 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 5375 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306089 members 
Mstep: Class 9 contains 553 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 15 contains 137125 members 
Mstep: Class 17 contains 23540 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 815 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284608.000000 Penalty: 11395.691406
Iteration 57Q: 20 clusters Score -2.528461e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 5439 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306093 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 10 contains 7380 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 13 contains 1756 members 
Mstep: Class 15 contains 136820 members 
Mstep: Class 17 contains 23524 members 
Mstep: Class 18 contains 33184 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284710.000000 Penalty: 11395.691406
Iteration 58Q: 20 clusters Score -2.528471e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306102 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 15 contains 136521 members 
Mstep: Class 17 contains 23539 members 
Mstep: Class 18 contains 33215 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284824.000000 Penalty: 11395.691406
Iteration 59Q: 20 clusters Score -2.528482e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306147 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 15 contains 136190 members 
Mstep: Class 17 contains 23564 members 
Mstep: Class 18 contains 33240 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 845 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284880.000000 Penalty: 11395.691406
Iteration 60F: 20 clusters Score -2.528488e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 239 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306160 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 15 contains 135901 members 
Mstep: Class 17 contains 23570 members 
Mstep: Class 18 contains 33271 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 848 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284974.000000 Penalty: 11395.691406
Iteration 61Q: 20 clusters Score -2.528497e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 240 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306172 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 15 contains 135640 members 
Mstep: Class 17 contains 23572 members 
Mstep: Class 18 contains 33294 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 853 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284974.000000 Penalty: 11395.691406
Iteration 62Q: 20 clusters Score -2.528497e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 241 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306191 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 15 contains 135377 members 
Mstep: Class 17 contains 23583 members 
Mstep: Class 18 contains 33331 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285060.000000 Penalty: 11395.691406
Iteration 63Q: 20 clusters Score -2.528506e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 241 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306179 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 7824 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 15 contains 135137 members 
Mstep: Class 17 contains 23619 members 
Mstep: Class 18 contains 33367 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285150.000000 Penalty: 11395.691406
Iteration 64Q: 20 clusters Score -2.528515e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 243 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306165 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 15 contains 134925 members 
Mstep: Class 17 contains 23668 members 
Mstep: Class 18 contains 33395 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 874 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285204.000000 Penalty: 11395.691406
Iteration 65Q: 20 clusters Score -2.52852e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306152 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 15 contains 134748 members 
Mstep: Class 17 contains 23698 members 
Mstep: Class 18 contains 33425 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 880 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285158.000000 Penalty: 11395.691406
Iteration 66Q: 20 clusters Score -2.528516e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 246 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 5845 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306137 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 7991 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 15 contains 134579 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 33434 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285220.000000 Penalty: 11395.691406
Iteration 67Q: 20 clusters Score -2.528522e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306132 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 8046 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 15 contains 134415 members 
Mstep: Class 17 contains 23781 members 
Mstep: Class 18 contains 33457 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285276.000000 Penalty: 11395.691406
Iteration 68Q: 20 clusters Score -2.528528e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306147 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 8092 members 
Mstep: Class 12 contains 2814 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 15 contains 134240 members 
Mstep: Class 17 contains 23808 members 
Mstep: Class 18 contains 33488 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285300.000000 Penalty: 11395.691406
Iteration 69Q: 20 clusters Score -2.52853e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306153 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 15 contains 134075 members 
Mstep: Class 17 contains 23835 members 
Mstep: Class 18 contains 33502 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 913 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285326.000000 Penalty: 11395.691406
Iteration 70Q: 20 clusters Score -2.528533e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 5909 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306189 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 8200 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 15 contains 133896 members 
Mstep: Class 17 contains 23877 members 
Mstep: Class 18 contains 33496 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 919 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285354.000000 Penalty: 11395.691406
Iteration 71Q: 20 clusters Score -2.528535e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 247 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306238 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 15 contains 133707 members 
Mstep: Class 17 contains 23919 members 
Mstep: Class 18 contains 33507 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 923 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285296.000000 Penalty: 11395.691406
Iteration 72Q: 20 clusters Score -2.52853e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 5916 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306298 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 15 contains 133498 members 
Mstep: Class 17 contains 23961 members 
Mstep: Class 18 contains 33518 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285294.000000 Penalty: 11395.691406
Iteration 73Q: 20 clusters Score -2.528529e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306349 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 15 contains 133295 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 18 contains 33535 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 931 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285264.000000 Penalty: 11395.691406
Iteration 74Q: 20 clusters Score -2.528526e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306407 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8461 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 15 contains 133089 members 
Mstep: Class 17 contains 24020 members 
Mstep: Class 18 contains 33543 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285220.000000 Penalty: 11395.691406
Iteration 75Q: 20 clusters Score -2.528522e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306456 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 15 contains 132903 members 
Mstep: Class 17 contains 24042 members 
Mstep: Class 18 contains 33544 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 934 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285246.000000 Penalty: 11395.691406
Iteration 76Q: 20 clusters Score -2.528525e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 248 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306452 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8602 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 15 contains 132765 members 
Mstep: Class 17 contains 24076 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285206.000000 Penalty: 11395.691406
Iteration 77Q: 20 clusters Score -2.528521e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 250 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 5964 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 1213 members 
Mstep: Class 8 contains 306451 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 15 contains 132648 members 
Mstep: Class 17 contains 24121 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285228.000000 Penalty: 11395.691406
Iteration 78Q: 20 clusters Score -2.528523e+07 nChanged 427
Entering ConstructFrom: 
Score: -25285228.000000 Penalty: 11395.691406
Entering ConstructFrom: 
Trying to split cluster 1 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -314727.500000 Penalty: 401.836243
	Iteration 0F: 2 clusters Score -314727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -310180.062500 Penalty: 803.672485
	Iteration 0F: 3 clusters Score -310180.1 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -311917.468750 Penalty: 803.672485
	Iteration 1F: 3 clusters Score -311917.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -312093.625000 Penalty: 803.672485
	Iteration 2F: 3 clusters Score -312093.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -312357.812500 Penalty: 803.672485
	Iteration 3F: 3 clusters Score -312357.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -312715.656250 Penalty: 803.672485
	Iteration 4F: 3 clusters Score -312715.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -313068.750000 Penalty: 803.672485
	Iteration 5F: 3 clusters Score -313068.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -313414.625000 Penalty: 803.672485
	Iteration 6F: 3 clusters Score -313414.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -313671.250000 Penalty: 803.672485
	Iteration 7Q: 3 clusters Score -313671.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -313869.281250 Penalty: 803.672485
	Iteration 8Q: 3 clusters Score -313869.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -314024.156250 Penalty: 803.672485
	Iteration 9Q: 3 clusters Score -314024.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -314166.062500 Penalty: 803.672485
	Iteration 10Q: 3 clusters Score -314166.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -314295.968750 Penalty: 803.672485
	Iteration 11Q: 3 clusters Score -314296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -314358.156250 Penalty: 803.672485
	Iteration 12Q: 3 clusters Score -314358.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -314405.750000 Penalty: 803.672485
	Iteration 13Q: 3 clusters Score -314405.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -314457.875000 Penalty: 803.672485
	Iteration 14Q: 3 clusters Score -314457.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -314493.843750 Penalty: 803.672485
	Iteration 15Q: 3 clusters Score -314493.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -314518.375000 Penalty: 803.672485
	Iteration 16Q: 3 clusters Score -314518.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -314530.906250 Penalty: 803.672485
	Iteration 17Q: 3 clusters Score -314530.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -314535.718750 Penalty: 803.672485
	Iteration 18Q: 3 clusters Score -314535.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -314540.093750 Penalty: 803.672485
	Iteration 19Q: 3 clusters Score -314540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -314544.343750 Penalty: 803.672485
	Iteration 20F: 3 clusters Score -314544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -314548.312500 Penalty: 803.672485
	Iteration 21Q: 3 clusters Score -314548.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -314556.343750 Penalty: 803.672485
	Iteration 22Q: 3 clusters Score -314556.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -314559.406250 Penalty: 803.672485
	Iteration 23Q: 3 clusters Score -314559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -314563.281250 Penalty: 803.672485
	Iteration 24Q: 3 clusters Score -314563.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -314565.718750 Penalty: 803.672485
	Iteration 25Q: 3 clusters Score -314565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -314566.187500 Penalty: 803.672485
	Iteration 26Q: 3 clusters Score -314566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -314566.437500 Penalty: 803.672485
	Iteration 27Q: 3 clusters Score -314566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -314566.500000 Penalty: 803.672485
	Iteration 28Q: 3 clusters Score -314566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -314566.500000 Penalty: 803.672485
	Iteration 29F: 3 clusters Score -314566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -7709.477051 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -7709.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7444.921387 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -7444.921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7482.869629 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -7482.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7492.750977 Penalty: 473.063202
	Iteration 2Q: 3 clusters Score -7492.751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7505.850098 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -7505.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7514.851562 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -7514.852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7522.619629 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -7522.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7526.493652 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -7526.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7526.493652 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -7526.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10063.633789 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10063.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9729.622070 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -9729.622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9818.854492 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -9818.854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9861.264648 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -9861.265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9909.242188 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -9909.242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9920.181641 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -9920.182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9922.974609 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -9922.975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9927.321289 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -9927.321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9934.450195 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -9934.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9937.701172 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -9937.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9939.854492 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -9939.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9940.623047 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -9940.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9942.611328 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -9942.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9943.563477 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -9943.563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9943.563477 Penalty: 503.897430
	Iteration 13F: 3 clusters Score -9943.563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -39198.886719 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -39198.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38449.472656 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -38449.47 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38671.878906 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -38671.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38720.960938 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -38720.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38761.414062 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -38761.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38797.722656 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -38797.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38834.871094 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -38834.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38873.781250 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -38873.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38891.035156 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -38891.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38905.820312 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -38905.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38925.312500 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -38925.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38940.011719 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -38940.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38950.445312 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -38950.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38961.132812 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -38961.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -38967.246094 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -38967.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38973.894531 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -38973.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38977.617188 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -38977.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38983.476562 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -38983.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38986.492188 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -38986.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38990.933594 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -38990.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38995.730469 Penalty: 617.693909
	Iteration 19Q: 3 clusters Score -38995.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39001.535156 Penalty: 617.693909
	Iteration 20F: 3 clusters Score -39001.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39004.464844 Penalty: 617.693909
	Iteration 21Q: 3 clusters Score -39004.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39010.640625 Penalty: 617.693909
	Iteration 22Q: 3 clusters Score -39010.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -39017.679688 Penalty: 617.693909
	Iteration 23Q: 3 clusters Score -39017.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39027.363281 Penalty: 617.693909
	Iteration 24Q: 3 clusters Score -39027.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39032.820312 Penalty: 617.693909
	Iteration 25Q: 3 clusters Score -39032.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -39038.734375 Penalty: 617.693909
	Iteration 26Q: 3 clusters Score -39038.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -39041.144531 Penalty: 617.693909
	Iteration 27Q: 3 clusters Score -39041.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -39042.953125 Penalty: 617.693909
	Iteration 28Q: 3 clusters Score -39042.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -39044.210938 Penalty: 617.693909
	Iteration 29Q: 3 clusters Score -39044.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -39045.691406 Penalty: 617.693909
	Iteration 30Q: 3 clusters Score -39045.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -39047.089844 Penalty: 617.693909
	Iteration 31Q: 3 clusters Score -39047.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -39047.769531 Penalty: 617.693909
	Iteration 32Q: 3 clusters Score -39047.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39047.925781 Penalty: 617.693909
	Iteration 33Q: 3 clusters Score -39047.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -39047.925781 Penalty: 617.693909
	Iteration 34F: 3 clusters Score -39047.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -280850.281250 Penalty: 395.744415
	Iteration 0F: 2 clusters Score -280850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -276919.031250 Penalty: 791.488831
	Iteration 0F: 3 clusters Score -276919 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -278633.875000 Penalty: 791.488831
	Iteration 1F: 3 clusters Score -278633.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -279084.843750 Penalty: 791.488831
	Iteration 2F: 3 clusters Score -279084.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -279581.125000 Penalty: 791.488831
	Iteration 3F: 3 clusters Score -279581.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -280049.218750 Penalty: 791.488831
	Iteration 4F: 3 clusters Score -280049.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -280417.625000 Penalty: 791.488831
	Iteration 5F: 3 clusters Score -280417.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -280600.968750 Penalty: 791.488831
	Iteration 6Q: 3 clusters Score -280601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -280675.812500 Penalty: 791.488831
	Iteration 7Q: 3 clusters Score -280675.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -280708.000000 Penalty: 791.488831
	Iteration 8Q: 3 clusters Score -280708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280729.687500 Penalty: 791.488831
	Iteration 9Q: 3 clusters Score -280729.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -280743.593750 Penalty: 791.488831
	Iteration 10Q: 3 clusters Score -280743.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -280752.843750 Penalty: 791.488831
	Iteration 11Q: 3 clusters Score -280752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -280760.781250 Penalty: 791.488831
	Iteration 12Q: 3 clusters Score -280760.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -280766.531250 Penalty: 791.488831
	Iteration 13Q: 3 clusters Score -280766.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -280768.812500 Penalty: 791.488831
	Iteration 14Q: 3 clusters Score -280768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -280772.937500 Penalty: 791.488831
	Iteration 15Q: 3 clusters Score -280772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -280774.750000 Penalty: 791.488831
	Iteration 16Q: 3 clusters Score -280774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -280775.875000 Penalty: 791.488831
	Iteration 17Q: 3 clusters Score -280775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -280776.406250 Penalty: 791.488831
	Iteration 18Q: 3 clusters Score -280776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -280776.718750 Penalty: 791.488831
	Iteration 19Q: 3 clusters Score -280776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -280778.125000 Penalty: 791.488831
	Iteration 20F: 3 clusters Score -280778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -280778.875000 Penalty: 791.488831
	Iteration 21Q: 3 clusters Score -280778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -280781.125000 Penalty: 791.488831
	Iteration 22Q: 3 clusters Score -280781.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -280782.375000 Penalty: 791.488831
	Iteration 23Q: 3 clusters Score -280782.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280783.562500 Penalty: 791.488831
	Iteration 24Q: 3 clusters Score -280783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280783.718750 Penalty: 791.488831
	Iteration 25Q: 3 clusters Score -280783.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280783.718750 Penalty: 791.488831
	Iteration 26F: 3 clusters Score -280783.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -99536.414062 Penalty: 345.749969
	Iteration 0F: 2 clusters Score -99536.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -98095.015625 Penalty: 691.499939
	Iteration 0F: 3 clusters Score -98095.02 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -98523.445312 Penalty: 691.499939
	Iteration 1F: 3 clusters Score -98523.45 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98572.468750 Penalty: 691.499939
	Iteration 2F: 3 clusters Score -98572.47 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -98608.406250 Penalty: 691.499939
	Iteration 3Q: 3 clusters Score -98608.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -98641.531250 Penalty: 691.499939
	Iteration 4Q: 3 clusters Score -98641.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -98666.179688 Penalty: 691.499939
	Iteration 5Q: 3 clusters Score -98666.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -98690.156250 Penalty: 691.499939
	Iteration 6Q: 3 clusters Score -98690.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -98725.382812 Penalty: 691.499939
	Iteration 7Q: 3 clusters Score -98725.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -98772.210938 Penalty: 691.499939
	Iteration 8Q: 3 clusters Score -98772.21 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -98829.890625 Penalty: 691.499939
	Iteration 9Q: 3 clusters Score -98829.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -98880.179688 Penalty: 691.499939
	Iteration 10Q: 3 clusters Score -98880.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -98920.625000 Penalty: 691.499939
	Iteration 11Q: 3 clusters Score -98920.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -98940.625000 Penalty: 691.499939
	Iteration 12Q: 3 clusters Score -98940.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -98951.039062 Penalty: 691.499939
	Iteration 13Q: 3 clusters Score -98951.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -98962.164062 Penalty: 691.499939
	Iteration 14Q: 3 clusters Score -98962.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -98970.476562 Penalty: 691.499939
	Iteration 15Q: 3 clusters Score -98970.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -98975.273438 Penalty: 691.499939
	Iteration 16Q: 3 clusters Score -98975.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -98981.187500 Penalty: 691.499939
	Iteration 17Q: 3 clusters Score -98981.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -98987.617188 Penalty: 691.499939
	Iteration 18Q: 3 clusters Score -98987.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -98994.875000 Penalty: 691.499939
	Iteration 19Q: 3 clusters Score -98994.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -98998.328125 Penalty: 691.499939
	Iteration 20F: 3 clusters Score -98998.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -99000.984375 Penalty: 691.499939
	Iteration 21Q: 3 clusters Score -99000.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -99004.664062 Penalty: 691.499939
	Iteration 22Q: 3 clusters Score -99004.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -99008.718750 Penalty: 691.499939
	Iteration 23Q: 3 clusters Score -99008.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -99012.453125 Penalty: 691.499939
	Iteration 24Q: 3 clusters Score -99012.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -99015.445312 Penalty: 691.499939
	Iteration 25Q: 3 clusters Score -99015.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -99019.632812 Penalty: 691.499939
	Iteration 26Q: 3 clusters Score -99019.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -99022.359375 Penalty: 691.499939
	Iteration 27Q: 3 clusters Score -99022.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -99025.859375 Penalty: 691.499939
	Iteration 28Q: 3 clusters Score -99025.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -99027.617188 Penalty: 691.499939
	Iteration 29Q: 3 clusters Score -99027.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -99029.000000 Penalty: 691.499939
	Iteration 30Q: 3 clusters Score -99029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -99030.156250 Penalty: 691.499939
	Iteration 31Q: 3 clusters Score -99030.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -99031.851562 Penalty: 691.499939
	Iteration 32Q: 3 clusters Score -99031.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -99034.031250 Penalty: 691.499939
	Iteration 33Q: 3 clusters Score -99034.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -99036.164062 Penalty: 691.499939
	Iteration 34Q: 3 clusters Score -99036.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -99036.968750 Penalty: 691.499939
	Iteration 35Q: 3 clusters Score -99036.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -99038.234375 Penalty: 691.499939
	Iteration 36Q: 3 clusters Score -99038.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -99041.000000 Penalty: 691.499939
	Iteration 37Q: 3 clusters Score -99041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -99043.539062 Penalty: 691.499939
	Iteration 38Q: 3 clusters Score -99043.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -99046.828125 Penalty: 691.499939
	Iteration 39Q: 3 clusters Score -99046.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -99050.453125 Penalty: 691.499939
	Iteration 40F: 3 clusters Score -99050.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -99055.859375 Penalty: 691.499939
	Iteration 41Q: 3 clusters Score -99055.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -99062.093750 Penalty: 691.499939
	Iteration 42Q: 3 clusters Score -99062.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -99068.664062 Penalty: 691.499939
	Iteration 43Q: 3 clusters Score -99068.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -99074.515625 Penalty: 691.499939
	Iteration 44Q: 3 clusters Score -99074.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -99080.156250 Penalty: 691.499939
	Iteration 45Q: 3 clusters Score -99080.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -99081.695312 Penalty: 691.499939
	Iteration 46Q: 3 clusters Score -99081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -99082.765625 Penalty: 691.499939
	Iteration 47Q: 3 clusters Score -99082.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -99085.187500 Penalty: 691.499939
	Iteration 48Q: 3 clusters Score -99085.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -99087.789062 Penalty: 691.499939
	Iteration 49Q: 3 clusters Score -99087.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -99089.773438 Penalty: 691.499939
	Iteration 50Q: 3 clusters Score -99089.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -99091.804688 Penalty: 691.499939
	Iteration 51Q: 3 clusters Score -99091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -99092.500000 Penalty: 691.499939
	Iteration 52Q: 3 clusters Score -99092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -99094.015625 Penalty: 691.499939
	Iteration 53Q: 3 clusters Score -99094.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -99094.757812 Penalty: 691.499939
	Iteration 54Q: 3 clusters Score -99094.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -99095.515625 Penalty: 691.499939
	Iteration 55Q: 3 clusters Score -99095.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -99096.421875 Penalty: 691.499939
	Iteration 56Q: 3 clusters Score -99096.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -99097.351562 Penalty: 691.499939
	Iteration 57Q: 3 clusters Score -99097.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -99098.289062 Penalty: 691.499939
	Iteration 58Q: 3 clusters Score -99098.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -99099.898438 Penalty: 691.499939
	Iteration 59Q: 3 clusters Score -99099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -99100.906250 Penalty: 691.499939
	Iteration 60F: 3 clusters Score -99100.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -99102.203125 Penalty: 691.499939
	Iteration 61Q: 3 clusters Score -99102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -99103.617188 Penalty: 691.499939
	Iteration 62Q: 3 clusters Score -99103.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -99105.093750 Penalty: 691.499939
	Iteration 63Q: 3 clusters Score -99105.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -99105.476562 Penalty: 691.499939
	Iteration 64Q: 3 clusters Score -99105.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -99106.671875 Penalty: 691.499939
	Iteration 65Q: 3 clusters Score -99106.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -99107.601562 Penalty: 691.499939
	Iteration 66Q: 3 clusters Score -99107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -99107.859375 Penalty: 691.499939
	Iteration 67Q: 3 clusters Score -99107.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -99107.859375 Penalty: 691.499939
	Iteration 68F: 3 clusters Score -99107.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -54789.203125 Penalty: 323.088776
	Iteration 0F: 2 clusters Score -54789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -53815.757812 Penalty: 646.177551
	Iteration 0F: 3 clusters Score -53815.76 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54126.699219 Penalty: 646.177551
	Iteration 1F: 3 clusters Score -54126.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54221.136719 Penalty: 646.177551
	Iteration 2F: 3 clusters Score -54221.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54396.082031 Penalty: 646.177551
	Iteration 3F: 3 clusters Score -54396.08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54818.390625 Penalty: 646.177551
	Iteration 4F: 3 clusters Score -54818.39 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -55397.066406 Penalty: 646.177551
	Iteration 5F: 3 clusters Score -55397.07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -55598.480469 Penalty: 646.177551
	Iteration 6F: 3 clusters Score -55598.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -55640.023438 Penalty: 646.177551
	Iteration 7Q: 3 clusters Score -55640.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -55645.988281 Penalty: 646.177551
	Iteration 8Q: 3 clusters Score -55645.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -55650.074219 Penalty: 646.177551
	Iteration 9Q: 3 clusters Score -55650.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -55651.000000 Penalty: 646.177551
	Iteration 10Q: 3 clusters Score -55651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -55651.300781 Penalty: 646.177551
	Iteration 11Q: 3 clusters Score -55651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -55651.574219 Penalty: 646.177551
	Iteration 12Q: 3 clusters Score -55651.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -55651.574219 Penalty: 646.177551
	Iteration 13F: 3 clusters Score -55651.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 306490 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 15 contains 132483 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
Score: -25285790.000000 Penalty: 11995.464844
Splitting cluster 7 changes total score from -25285228.000000 to -25285790.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (306490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306490 members 
Entering Unmasked Estep 
Score: -14983357.000000 Penalty: 574.798767
	Iteration 0F: 2 clusters Score -1.498336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153210 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -14791878.000000 Penalty: 1149.597534
	Iteration 0F: 3 clusters Score -1.479188e+07 nChanged 151247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 150741 members 
Entering Unmasked Estep 
Score: -14889261.000000 Penalty: 1149.597534
	Iteration 1F: 3 clusters Score -1.488926e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157724 members 
Mstep: Class 2 contains 148766 members 
Entering Unmasked Estep 
Score: -14896035.000000 Penalty: 1149.597534
	Iteration 2Q: 3 clusters Score -1.489604e+07 nChanged 16989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -14906664.000000 Penalty: 1149.597534
	Iteration 3F: 3 clusters Score -1.490666e+07 nChanged 19744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -14921375.000000 Penalty: 1149.597534
	Iteration 4F: 3 clusters Score -1.492138e+07 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -14937613.000000 Penalty: 1149.597534
	Iteration 5F: 3 clusters Score -1.493761e+07 nChanged 18578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162636 members 
Mstep: Class 2 contains 143854 members 
Entering Unmasked Estep 
Score: -14948812.000000 Penalty: 1149.597534
	Iteration 6F: 3 clusters Score -1.494881e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 142906 members 
Entering Unmasked Estep 
Score: -14953143.000000 Penalty: 1149.597534
	Iteration 7Q: 3 clusters Score -1.495314e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -14954676.000000 Penalty: 1149.597534
	Iteration 8Q: 3 clusters Score -1.495468e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
Score: -14955199.000000 Penalty: 1149.597534
	Iteration 9Q: 3 clusters Score -1.49552e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -14955720.000000 Penalty: 1149.597534
	Iteration 10Q: 3 clusters Score -1.495572e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 136746 members 
Entering Unmasked Estep 
Score: -14956103.000000 Penalty: 1149.597534
	Iteration 11Q: 3 clusters Score -1.49561e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 134885 members 
Entering Unmasked Estep 
Score: -14956574.000000 Penalty: 1149.597534
	Iteration 12Q: 3 clusters Score -1.495657e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -14956974.000000 Penalty: 1149.597534
	Iteration 13Q: 3 clusters Score -1.495697e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -14957376.000000 Penalty: 1149.597534
	Iteration 14Q: 3 clusters Score -1.495738e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177665 members 
Mstep: Class 2 contains 128825 members 
Entering Unmasked Estep 
Score: -14957561.000000 Penalty: 1149.597534
	Iteration 15Q: 3 clusters Score -1.495756e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -14958072.000000 Penalty: 1149.597534
	Iteration 16Q: 3 clusters Score -1.495807e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182241 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -14958658.000000 Penalty: 1149.597534
	Iteration 17Q: 3 clusters Score -1.495866e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -14958986.000000 Penalty: 1149.597534
	Iteration 18Q: 3 clusters Score -1.495899e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187064 members 
Mstep: Class 2 contains 119426 members 
Entering Unmasked Estep 
Score: -14959289.000000 Penalty: 1149.597534
	Iteration 19Q: 3 clusters Score -1.495929e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -14959688.000000 Penalty: 1149.597534
	Iteration 20F: 3 clusters Score -1.495969e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192411 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -14960115.000000 Penalty: 1149.597534
	Iteration 21Q: 3 clusters Score -1.496012e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195305 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -14960608.000000 Penalty: 1149.597534
	Iteration 22Q: 3 clusters Score -1.496061e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -14961092.000000 Penalty: 1149.597534
	Iteration 23Q: 3 clusters Score -1.496109e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201554 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -14961528.000000 Penalty: 1149.597534
	Iteration 24Q: 3 clusters Score -1.496153e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204687 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -14962079.000000 Penalty: 1149.597534
	Iteration 25Q: 3 clusters Score -1.496208e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207849 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -14962706.000000 Penalty: 1149.597534
	Iteration 26Q: 3 clusters Score -1.496271e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211039 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -14963222.000000 Penalty: 1149.597534
	Iteration 27Q: 3 clusters Score -1.496322e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214322 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -14963790.000000 Penalty: 1149.597534
	Iteration 28Q: 3 clusters Score -1.496379e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217709 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -14964279.000000 Penalty: 1149.597534
	Iteration 29Q: 3 clusters Score -1.496428e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221199 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -14964790.000000 Penalty: 1149.597534
	Iteration 30Q: 3 clusters Score -1.496479e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -14965463.000000 Penalty: 1149.597534
	Iteration 31Q: 3 clusters Score -1.496546e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228591 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -14966313.000000 Penalty: 1149.597534
	Iteration 32Q: 3 clusters Score -1.496631e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232369 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -14967095.000000 Penalty: 1149.597534
	Iteration 33Q: 3 clusters Score -1.49671e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236091 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -14967631.000000 Penalty: 1149.597534
	Iteration 34Q: 3 clusters Score -1.496763e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239749 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -14968265.000000 Penalty: 1149.597534
	Iteration 35Q: 3 clusters Score -1.496826e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243428 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -14969079.000000 Penalty: 1149.597534
	Iteration 36Q: 3 clusters Score -1.496908e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247195 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -14969931.000000 Penalty: 1149.597534
	Iteration 37Q: 3 clusters Score -1.496993e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250952 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -14970730.000000 Penalty: 1149.597534
	Iteration 38Q: 3 clusters Score -1.497073e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254740 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -14971420.000000 Penalty: 1149.597534
	Iteration 39Q: 3 clusters Score -1.497142e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258416 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -14972142.000000 Penalty: 1149.597534
	Iteration 40F: 3 clusters Score -1.497214e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261882 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -14972751.000000 Penalty: 1149.597534
	Iteration 41Q: 3 clusters Score -1.497275e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265220 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -14973272.000000 Penalty: 1149.597534
	Iteration 42Q: 3 clusters Score -1.497327e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268420 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -14973926.000000 Penalty: 1149.597534
	Iteration 43Q: 3 clusters Score -1.497393e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271541 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -14974715.000000 Penalty: 1149.597534
	Iteration 44Q: 3 clusters Score -1.497472e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274639 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -14975687.000000 Penalty: 1149.597534
	Iteration 45Q: 3 clusters Score -1.497569e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277611 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -14976634.000000 Penalty: 1149.597534
	Iteration 46Q: 3 clusters Score -1.497663e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280500 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -14977644.000000 Penalty: 1149.597534
	Iteration 47Q: 3 clusters Score -1.497764e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283255 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -14978752.000000 Penalty: 1149.597534
	Iteration 48Q: 3 clusters Score -1.497875e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285790 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -14979616.000000 Penalty: 1149.597534
	Iteration 49Q: 3 clusters Score -1.497962e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288112 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -14980267.000000 Penalty: 1149.597534
	Iteration 50Q: 3 clusters Score -1.498027e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290183 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -14980875.000000 Penalty: 1149.597534
	Iteration 51Q: 3 clusters Score -1.498088e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292036 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -14981516.000000 Penalty: 1149.597534
	Iteration 52Q: 3 clusters Score -1.498152e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293655 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -14982095.000000 Penalty: 1149.597534
	Iteration 53Q: 3 clusters Score -1.49821e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295077 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -14982296.000000 Penalty: 1149.597534
	Iteration 54Q: 3 clusters Score -1.49823e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296355 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -14982608.000000 Penalty: 1149.597534
	Iteration 55Q: 3 clusters Score -1.498261e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297510 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -14982891.000000 Penalty: 1149.597534
	Iteration 56Q: 3 clusters Score -1.498289e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298550 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -14983222.000000 Penalty: 1149.597534
	Iteration 57Q: 3 clusters Score -1.498322e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299426 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -14983488.000000 Penalty: 1149.597534
	Iteration 58Q: 3 clusters Score -1.498349e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300133 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -14983622.000000 Penalty: 1149.597534
	Iteration 59Q: 3 clusters Score -1.498362e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300706 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -14983789.000000 Penalty: 1149.597534
	Iteration 60F: 3 clusters Score -1.498379e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301214 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -14983824.000000 Penalty: 1149.597534
	Iteration 61Q: 3 clusters Score -1.498382e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301623 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -14983827.000000 Penalty: 1149.597534
	Iteration 62Q: 3 clusters Score -1.498383e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301984 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -14983799.000000 Penalty: 1149.597534
	Iteration 63Q: 3 clusters Score -1.49838e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302300 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -14983764.000000 Penalty: 1149.597534
	Iteration 64Q: 3 clusters Score -1.498376e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302568 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -14983806.000000 Penalty: 1149.597534
	Iteration 65Q: 3 clusters Score -1.498381e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302810 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -14983822.000000 Penalty: 1149.597534
	Iteration 66Q: 3 clusters Score -1.498382e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303016 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14983888.000000 Penalty: 1149.597534
	Iteration 67Q: 3 clusters Score -1.498389e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303207 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -14983901.000000 Penalty: 1149.597534
	Iteration 68Q: 3 clusters Score -1.49839e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303350 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -14983850.000000 Penalty: 1149.597534
	Iteration 69Q: 3 clusters Score -1.498385e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303490 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -14983818.000000 Penalty: 1149.597534
	Iteration 70Q: 3 clusters Score -1.498382e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303601 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14983803.000000 Penalty: 1149.597534
	Iteration 71Q: 3 clusters Score -1.49838e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303707 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -14983811.000000 Penalty: 1149.597534
	Iteration 72Q: 3 clusters Score -1.498381e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303805 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14983806.000000 Penalty: 1149.597534
	Iteration 73Q: 3 clusters Score -1.498381e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303885 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -14983792.000000 Penalty: 1149.597534
	Iteration 74Q: 3 clusters Score -1.498379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303957 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14983765.000000 Penalty: 1149.597534
	Iteration 75Q: 3 clusters Score -1.498376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304020 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14983759.000000 Penalty: 1149.597534
	Iteration 76Q: 3 clusters Score -1.498376e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304072 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14983760.000000 Penalty: 1149.597534
	Iteration 77Q: 3 clusters Score -1.498376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304128 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -14983776.000000 Penalty: 1149.597534
	Iteration 78Q: 3 clusters Score -1.498378e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304194 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14983748.000000 Penalty: 1149.597534
	Iteration 79Q: 3 clusters Score -1.498375e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304249 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -14983755.000000 Penalty: 1149.597534
	Iteration 80F: 3 clusters Score -1.498376e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304311 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -14983749.000000 Penalty: 1149.597534
	Iteration 81Q: 3 clusters Score -1.498375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304370 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14983770.000000 Penalty: 1149.597534
	Iteration 82Q: 3 clusters Score -1.498377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304430 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -14983815.000000 Penalty: 1149.597534
	Iteration 83Q: 3 clusters Score -1.498382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304485 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -14983812.000000 Penalty: 1149.597534
	Iteration 84Q: 3 clusters Score -1.498381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304521 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -14983827.000000 Penalty: 1149.597534
	Iteration 85Q: 3 clusters Score -1.498383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304550 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -14983825.000000 Penalty: 1149.597534
	Iteration 86Q: 3 clusters Score -1.498382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304575 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14983822.000000 Penalty: 1149.597534
	Iteration 87Q: 3 clusters Score -1.498382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304601 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -14983835.000000 Penalty: 1149.597534
	Iteration 88Q: 3 clusters Score -1.498384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304632 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14983839.000000 Penalty: 1149.597534
	Iteration 89Q: 3 clusters Score -1.498384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304660 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14983848.000000 Penalty: 1149.597534
	Iteration 90Q: 3 clusters Score -1.498385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304682 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14983833.000000 Penalty: 1149.597534
	Iteration 91Q: 3 clusters Score -1.498383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304705 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14983839.000000 Penalty: 1149.597534
	Iteration 92Q: 3 clusters Score -1.498384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304721 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14983826.000000 Penalty: 1149.597534
	Iteration 93Q: 3 clusters Score -1.498383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304736 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -14983824.000000 Penalty: 1149.597534
	Iteration 94Q: 3 clusters Score -1.498382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304758 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -14983842.000000 Penalty: 1149.597534
	Iteration 95Q: 3 clusters Score -1.498384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304783 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14983837.000000 Penalty: 1149.597534
	Iteration 96Q: 3 clusters Score -1.498384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304805 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -14983831.000000 Penalty: 1149.597534
	Iteration 97Q: 3 clusters Score -1.498383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304827 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -14983843.000000 Penalty: 1149.597534
	Iteration 98Q: 3 clusters Score -1.498384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304844 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -14983852.000000 Penalty: 1149.597534
	Iteration 99Q: 3 clusters Score -1.498385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304865 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14983852.000000 Penalty: 1149.597534
	Iteration 100F: 3 clusters Score -1.498385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304880 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -14983847.000000 Penalty: 1149.597534
	Iteration 101Q: 3 clusters Score -1.498385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304890 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -14983860.000000 Penalty: 1149.597534
	Iteration 102Q: 3 clusters Score -1.498386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304903 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -14983865.000000 Penalty: 1149.597534
	Iteration 103Q: 3 clusters Score -1.498386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304918 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14983850.000000 Penalty: 1149.597534
	Iteration 104Q: 3 clusters Score -1.498385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304931 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14983851.000000 Penalty: 1149.597534
	Iteration 105Q: 3 clusters Score -1.498385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304935 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14983849.000000 Penalty: 1149.597534
	Iteration 106Q: 3 clusters Score -1.498385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304937 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -14983844.000000 Penalty: 1149.597534
	Iteration 107Q: 3 clusters Score -1.498384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304940 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14983848.000000 Penalty: 1149.597534
	Iteration 108Q: 3 clusters Score -1.498385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304942 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -14983848.000000 Penalty: 1149.597534
	Iteration 109Q: 3 clusters Score -1.498385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304946 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14983848.000000 Penalty: 1149.597534
	Iteration 110Q: 3 clusters Score -1.498385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304957 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14983853.000000 Penalty: 1149.597534
	Iteration 111Q: 3 clusters Score -1.498385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304965 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14983862.000000 Penalty: 1149.597534
	Iteration 112Q: 3 clusters Score -1.498386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304969 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -14983859.000000 Penalty: 1149.597534
	Iteration 113Q: 3 clusters Score -1.498386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304972 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14983872.000000 Penalty: 1149.597534
	Iteration 114Q: 3 clusters Score -1.498387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304977 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14983866.000000 Penalty: 1149.597534
	Iteration 115Q: 3 clusters Score -1.498387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304983 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14983869.000000 Penalty: 1149.597534
	Iteration 116Q: 3 clusters Score -1.498387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304986 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14983869.000000 Penalty: 1149.597534
	Iteration 117Q: 3 clusters Score -1.498387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304987 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14983867.000000 Penalty: 1149.597534
	Iteration 118Q: 3 clusters Score -1.498387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14983862.000000 Penalty: 1149.597534
	Iteration 119Q: 3 clusters Score -1.498386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304990 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14983870.000000 Penalty: 1149.597534
	Iteration 120F: 3 clusters Score -1.498387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 304990 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 132483 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
Score: -25286270.000000 Penalty: 12595.238281
Splitting cluster 8 changes total score from -25285228.000000 to -25286270.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -30149.175781 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -30149.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29602.019531 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -29602.02 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29715.513672 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -29715.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29739.140625 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -29739.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29752.414062 Penalty: 576.328430
	Iteration 3Q: 3 clusters Score -29752.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29764.201172 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -29764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29772.609375 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -29772.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29779.392578 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -29779.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29783.935547 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -29783.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29787.005859 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -29787.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29787.388672 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -29787.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29788.177734 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -29788.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29789.863281 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -29789.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29790.667969 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -29790.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29791.839844 Penalty: 576.328430
	Iteration 13Q: 3 clusters Score -29791.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29792.357422 Penalty: 576.328430
	Iteration 14Q: 3 clusters Score -29792.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29792.357422 Penalty: 576.328430
	Iteration 15F: 3 clusters Score -29792.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -447568.781250 Penalty: 412.723602
	Iteration 0F: 2 clusters Score -447568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -441773.125000 Penalty: 825.447205
	Iteration 0F: 3 clusters Score -441773.1 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -444123.906250 Penalty: 825.447205
	Iteration 1F: 3 clusters Score -444123.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -444515.718750 Penalty: 825.447205
	Iteration 2F: 3 clusters Score -444515.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -445027.718750 Penalty: 825.447205
	Iteration 3F: 3 clusters Score -445027.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -445626.031250 Penalty: 825.447205
	Iteration 4F: 3 clusters Score -445626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -446183.625000 Penalty: 825.447205
	Iteration 5F: 3 clusters Score -446183.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -446552.906250 Penalty: 825.447205
	Iteration 6Q: 3 clusters Score -446552.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -446750.468750 Penalty: 825.447205
	Iteration 7Q: 3 clusters Score -446750.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -446860.312500 Penalty: 825.447205
	Iteration 8Q: 3 clusters Score -446860.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -446927.687500 Penalty: 825.447205
	Iteration 9Q: 3 clusters Score -446927.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -446968.937500 Penalty: 825.447205
	Iteration 10Q: 3 clusters Score -446968.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -447023.218750 Penalty: 825.447205
	Iteration 11Q: 3 clusters Score -447023.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -447075.375000 Penalty: 825.447205
	Iteration 12Q: 3 clusters Score -447075.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -447132.656250 Penalty: 825.447205
	Iteration 13Q: 3 clusters Score -447132.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -447180.125000 Penalty: 825.447205
	Iteration 14Q: 3 clusters Score -447180.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -447217.000000 Penalty: 825.447205
	Iteration 15Q: 3 clusters Score -447217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -447242.250000 Penalty: 825.447205
	Iteration 16Q: 3 clusters Score -447242.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -447269.812500 Penalty: 825.447205
	Iteration 17Q: 3 clusters Score -447269.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -447295.062500 Penalty: 825.447205
	Iteration 18Q: 3 clusters Score -447295.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -447316.812500 Penalty: 825.447205
	Iteration 19Q: 3 clusters Score -447316.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -447331.656250 Penalty: 825.447205
	Iteration 20F: 3 clusters Score -447331.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -447339.812500 Penalty: 825.447205
	Iteration 21Q: 3 clusters Score -447339.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -447347.593750 Penalty: 825.447205
	Iteration 22Q: 3 clusters Score -447347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -447353.156250 Penalty: 825.447205
	Iteration 23Q: 3 clusters Score -447353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -447358.656250 Penalty: 825.447205
	Iteration 24Q: 3 clusters Score -447358.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -447361.281250 Penalty: 825.447205
	Iteration 25Q: 3 clusters Score -447361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -447362.812500 Penalty: 825.447205
	Iteration 26Q: 3 clusters Score -447362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447363.968750 Penalty: 825.447205
	Iteration 27Q: 3 clusters Score -447364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -447365.781250 Penalty: 825.447205
	Iteration 28Q: 3 clusters Score -447365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447367.093750 Penalty: 825.447205
	Iteration 29Q: 3 clusters Score -447367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447368.093750 Penalty: 825.447205
	Iteration 30Q: 3 clusters Score -447368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447370.031250 Penalty: 825.447205
	Iteration 31Q: 3 clusters Score -447370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447370.843750 Penalty: 825.447205
	Iteration 32Q: 3 clusters Score -447370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -447372.375000 Penalty: 825.447205
	Iteration 33Q: 3 clusters Score -447372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -447373.281250 Penalty: 825.447205
	Iteration 34Q: 3 clusters Score -447373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -447373.281250 Penalty: 825.447205
	Iteration 35Q: 3 clusters Score -447373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -447372.562500 Penalty: 825.447205
	Iteration 36Q: 3 clusters Score -447372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -447373.656250 Penalty: 825.447205
	Iteration 37Q: 3 clusters Score -447373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -447374.031250 Penalty: 825.447205
	Iteration 38Q: 3 clusters Score -447374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -447374.000000 Penalty: 825.447205
	Iteration 39Q: 3 clusters Score -447374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -447373.812500 Penalty: 825.447205
	Iteration 40F: 3 clusters Score -447373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -447374.500000 Penalty: 825.447205
	Iteration 41Q: 3 clusters Score -447374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -447375.031250 Penalty: 825.447205
	Iteration 42Q: 3 clusters Score -447375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -447375.343750 Penalty: 825.447205
	Iteration 43Q: 3 clusters Score -447375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -447375.406250 Penalty: 825.447205
	Iteration 44Q: 3 clusters Score -447375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447375.406250 Penalty: 825.447205
	Iteration 45Q: 3 clusters Score -447375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -447375.718750 Penalty: 825.447205
	Iteration 46Q: 3 clusters Score -447375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -447375.718750 Penalty: 825.447205
	Iteration 47F: 3 clusters Score -447375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -142884.734375 Penalty: 361.474396
	Iteration 0F: 2 clusters Score -142884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -140963.828125 Penalty: 722.948792
	Iteration 0F: 3 clusters Score -140963.8 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -141583.937500 Penalty: 722.948792
	Iteration 1F: 3 clusters Score -141583.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -141704.781250 Penalty: 722.948792
	Iteration 2F: 3 clusters Score -141704.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -141830.046875 Penalty: 722.948792
	Iteration 3F: 3 clusters Score -141830 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -141965.578125 Penalty: 722.948792
	Iteration 4F: 3 clusters Score -141965.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -142092.359375 Penalty: 722.948792
	Iteration 5F: 3 clusters Score -142092.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -142180.843750 Penalty: 722.948792
	Iteration 6F: 3 clusters Score -142180.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -142223.421875 Penalty: 722.948792
	Iteration 7Q: 3 clusters Score -142223.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -142251.593750 Penalty: 722.948792
	Iteration 8Q: 3 clusters Score -142251.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -142287.156250 Penalty: 722.948792
	Iteration 9Q: 3 clusters Score -142287.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -142316.140625 Penalty: 722.948792
	Iteration 10Q: 3 clusters Score -142316.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -142340.015625 Penalty: 722.948792
	Iteration 11Q: 3 clusters Score -142340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -142357.031250 Penalty: 722.948792
	Iteration 12Q: 3 clusters Score -142357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -142370.875000 Penalty: 722.948792
	Iteration 13Q: 3 clusters Score -142370.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -142383.140625 Penalty: 722.948792
	Iteration 14Q: 3 clusters Score -142383.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -142390.296875 Penalty: 722.948792
	Iteration 15Q: 3 clusters Score -142390.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -142398.890625 Penalty: 722.948792
	Iteration 16Q: 3 clusters Score -142398.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -142406.875000 Penalty: 722.948792
	Iteration 17Q: 3 clusters Score -142406.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -142413.296875 Penalty: 722.948792
	Iteration 18Q: 3 clusters Score -142413.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -142419.281250 Penalty: 722.948792
	Iteration 19Q: 3 clusters Score -142419.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -142423.984375 Penalty: 722.948792
	Iteration 20F: 3 clusters Score -142424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -142428.218750 Penalty: 722.948792
	Iteration 21Q: 3 clusters Score -142428.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -142432.609375 Penalty: 722.948792
	Iteration 22Q: 3 clusters Score -142432.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -142438.187500 Penalty: 722.948792
	Iteration 23Q: 3 clusters Score -142438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -142443.484375 Penalty: 722.948792
	Iteration 24Q: 3 clusters Score -142443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -142447.953125 Penalty: 722.948792
	Iteration 25Q: 3 clusters Score -142448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -142455.078125 Penalty: 722.948792
	Iteration 26Q: 3 clusters Score -142455.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -142459.781250 Penalty: 722.948792
	Iteration 27Q: 3 clusters Score -142459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -142462.968750 Penalty: 722.948792
	Iteration 28Q: 3 clusters Score -142463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -142467.031250 Penalty: 722.948792
	Iteration 29Q: 3 clusters Score -142467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -142470.171875 Penalty: 722.948792
	Iteration 30Q: 3 clusters Score -142470.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -142473.390625 Penalty: 722.948792
	Iteration 31Q: 3 clusters Score -142473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -142477.359375 Penalty: 722.948792
	Iteration 32Q: 3 clusters Score -142477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -142480.343750 Penalty: 722.948792
	Iteration 33Q: 3 clusters Score -142480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -142484.500000 Penalty: 722.948792
	Iteration 34Q: 3 clusters Score -142484.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -142486.953125 Penalty: 722.948792
	Iteration 35Q: 3 clusters Score -142487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -142488.234375 Penalty: 722.948792
	Iteration 36Q: 3 clusters Score -142488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -142488.531250 Penalty: 722.948792
	Iteration 37Q: 3 clusters Score -142488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -142488.812500 Penalty: 722.948792
	Iteration 38Q: 3 clusters Score -142488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -142488.734375 Penalty: 722.948792
	Iteration 39Q: 3 clusters Score -142488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -142488.890625 Penalty: 722.948792
	Iteration 40F: 3 clusters Score -142488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -95295.468750 Penalty: 346.786682
	Iteration 0F: 2 clusters Score -95295.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -93828.843750 Penalty: 693.573364
	Iteration 0F: 3 clusters Score -93828.84 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -94326.539062 Penalty: 693.573364
	Iteration 1F: 3 clusters Score -94326.54 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -94387.234375 Penalty: 693.573364
	Iteration 2F: 3 clusters Score -94387.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -94442.523438 Penalty: 693.573364
	Iteration 3F: 3 clusters Score -94442.52 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -94504.476562 Penalty: 693.573364
	Iteration 4F: 3 clusters Score -94504.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -94581.015625 Penalty: 693.573364
	Iteration 5F: 3 clusters Score -94581.02 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -94664.890625 Penalty: 693.573364
	Iteration 6F: 3 clusters Score -94664.89 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94743.890625 Penalty: 693.573364
	Iteration 7Q: 3 clusters Score -94743.89 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94875.515625 Penalty: 693.573364
	Iteration 8F: 3 clusters Score -94875.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95030.890625 Penalty: 693.573364
	Iteration 9F: 3 clusters Score -95030.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95162.164062 Penalty: 693.573364
	Iteration 10Q: 3 clusters Score -95162.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -95238.898438 Penalty: 693.573364
	Iteration 11Q: 3 clusters Score -95238.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95251.703125 Penalty: 693.573364
	Iteration 12Q: 3 clusters Score -95251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95255.765625 Penalty: 693.573364
	Iteration 13Q: 3 clusters Score -95255.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95259.726562 Penalty: 693.573364
	Iteration 14Q: 3 clusters Score -95259.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95261.085938 Penalty: 693.573364
	Iteration 15Q: 3 clusters Score -95261.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95262.648438 Penalty: 693.573364
	Iteration 16Q: 3 clusters Score -95262.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95262.640625 Penalty: 693.573364
	Iteration 17Q: 3 clusters Score -95262.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95262.640625 Penalty: 693.573364
	Iteration 18F: 3 clusters Score -95262.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132483 members 
Entering Unmasked Estep 
Score: -6600133.500000 Penalty: 536.636536
	Iteration 0F: 2 clusters Score -6600134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -6510280.000000 Penalty: 1073.273071
	Iteration 0F: 3 clusters Score -6510280 nChanged 64992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -6550763.500000 Penalty: 1073.273071
	Iteration 1F: 3 clusters Score -6550764 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -6553323.000000 Penalty: 1073.273071
	Iteration 2Q: 3 clusters Score -6553323 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -6557499.000000 Penalty: 1073.273071
	Iteration 3F: 3 clusters Score -6557499 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -6564130.000000 Penalty: 1073.273071
	Iteration 4F: 3 clusters Score -6564130 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -6572189.500000 Penalty: 1073.273071
	Iteration 5F: 3 clusters Score -6572190 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -6577742.500000 Penalty: 1073.273071
	Iteration 6F: 3 clusters Score -6577742 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -6579930.500000 Penalty: 1073.273071
	Iteration 7Q: 3 clusters Score -6579930 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -6580930.000000 Penalty: 1073.273071
	Iteration 8Q: 3 clusters Score -6580930 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -6581702.500000 Penalty: 1073.273071
	Iteration 9Q: 3 clusters Score -6581702 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -6582741.000000 Penalty: 1073.273071
	Iteration 10Q: 3 clusters Score -6582741 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -6583872.000000 Penalty: 1073.273071
	Iteration 11Q: 3 clusters Score -6583872 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -6585170.500000 Penalty: 1073.273071
	Iteration 12Q: 3 clusters Score -6585170 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -6586653.500000 Penalty: 1073.273071
	Iteration 13Q: 3 clusters Score -6586654 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -6588213.500000 Penalty: 1073.273071
	Iteration 14Q: 3 clusters Score -6588214 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -6589699.500000 Penalty: 1073.273071
	Iteration 15Q: 3 clusters Score -6589700 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -6590993.000000 Penalty: 1073.273071
	Iteration 16Q: 3 clusters Score -6590993 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -6592056.500000 Penalty: 1073.273071
	Iteration 17Q: 3 clusters Score -6592056 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 86101 members 
Entering Unmasked Estep 
Score: -6592790.000000 Penalty: 1073.273071
	Iteration 18Q: 3 clusters Score -6592790 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -6593395.000000 Penalty: 1073.273071
	Iteration 19Q: 3 clusters Score -6593395 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -6593896.500000 Penalty: 1073.273071
	Iteration 20F: 3 clusters Score -6593896 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -6594308.000000 Penalty: 1073.273071
	Iteration 21Q: 3 clusters Score -6594308 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -6594544.500000 Penalty: 1073.273071
	Iteration 22Q: 3 clusters Score -6594544 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -6594741.000000 Penalty: 1073.273071
	Iteration 23Q: 3 clusters Score -6594741 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -6594896.500000 Penalty: 1073.273071
	Iteration 24Q: 3 clusters Score -6594896 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -6595028.000000 Penalty: 1073.273071
	Iteration 25Q: 3 clusters Score -6595028 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -6595147.000000 Penalty: 1073.273071
	Iteration 26Q: 3 clusters Score -6595147 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -6595238.500000 Penalty: 1073.273071
	Iteration 27Q: 3 clusters Score -6595238 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -6595317.500000 Penalty: 1073.273071
	Iteration 28Q: 3 clusters Score -6595318 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -6595450.500000 Penalty: 1073.273071
	Iteration 29Q: 3 clusters Score -6595450 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -6595547.500000 Penalty: 1073.273071
	Iteration 30Q: 3 clusters Score -6595548 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -6595634.500000 Penalty: 1073.273071
	Iteration 31Q: 3 clusters Score -6595634 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -6595701.500000 Penalty: 1073.273071
	Iteration 32Q: 3 clusters Score -6595702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -6595815.500000 Penalty: 1073.273071
	Iteration 33Q: 3 clusters Score -6595816 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -6595872.500000 Penalty: 1073.273071
	Iteration 34Q: 3 clusters Score -6595872 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -6595952.000000 Penalty: 1073.273071
	Iteration 35Q: 3 clusters Score -6595952 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -6596012.000000 Penalty: 1073.273071
	Iteration 36Q: 3 clusters Score -6596012 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -6596056.500000 Penalty: 1073.273071
	Iteration 37Q: 3 clusters Score -6596056 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -6596122.000000 Penalty: 1073.273071
	Iteration 38Q: 3 clusters Score -6596122 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -6596174.000000 Penalty: 1073.273071
	Iteration 39Q: 3 clusters Score -6596174 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -6596198.500000 Penalty: 1073.273071
	Iteration 40F: 3 clusters Score -6596198 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -6596213.500000 Penalty: 1073.273071
	Iteration 41Q: 3 clusters Score -6596214 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -6596270.500000 Penalty: 1073.273071
	Iteration 42Q: 3 clusters Score -6596270 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -6596305.000000 Penalty: 1073.273071
	Iteration 43Q: 3 clusters Score -6596305 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -6596362.000000 Penalty: 1073.273071
	Iteration 44Q: 3 clusters Score -6596362 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -6596359.000000 Penalty: 1073.273071
	Iteration 45Q: 3 clusters Score -6596359 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -6596436.500000 Penalty: 1073.273071
	Iteration 46Q: 3 clusters Score -6596436 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -6596507.000000 Penalty: 1073.273071
	Iteration 47Q: 3 clusters Score -6596507 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -6596517.500000 Penalty: 1073.273071
	Iteration 48Q: 3 clusters Score -6596518 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -6596585.500000 Penalty: 1073.273071
	Iteration 49Q: 3 clusters Score -6596586 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -6596609.000000 Penalty: 1073.273071
	Iteration 50Q: 3 clusters Score -6596609 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -6596639.500000 Penalty: 1073.273071
	Iteration 51Q: 3 clusters Score -6596640 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -6596636.500000 Penalty: 1073.273071
	Iteration 52Q: 3 clusters Score -6596636 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -6596670.000000 Penalty: 1073.273071
	Iteration 53Q: 3 clusters Score -6596670 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -6596672.000000 Penalty: 1073.273071
	Iteration 54Q: 3 clusters Score -6596672 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 106081 members 
Entering Unmasked Estep 
Score: -6596656.000000 Penalty: 1073.273071
	Iteration 55Q: 3 clusters Score -6596656 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -6596671.500000 Penalty: 1073.273071
	Iteration 56Q: 3 clusters Score -6596672 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -6596711.500000 Penalty: 1073.273071
	Iteration 57Q: 3 clusters Score -6596712 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -6596746.500000 Penalty: 1073.273071
	Iteration 58Q: 3 clusters Score -6596746 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -6596749.500000 Penalty: 1073.273071
	Iteration 59Q: 3 clusters Score -6596750 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -6596742.500000 Penalty: 1073.273071
	Iteration 60F: 3 clusters Score -6596742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -6596748.000000 Penalty: 1073.273071
	Iteration 61Q: 3 clusters Score -6596748 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -6596768.500000 Penalty: 1073.273071
	Iteration 62Q: 3 clusters Score -6596768 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -6596786.000000 Penalty: 1073.273071
	Iteration 63Q: 3 clusters Score -6596786 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -6596827.500000 Penalty: 1073.273071
	Iteration 64Q: 3 clusters Score -6596828 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
Score: -6596831.000000 Penalty: 1073.273071
	Iteration 65Q: 3 clusters Score -6596831 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -6596861.500000 Penalty: 1073.273071
	Iteration 66Q: 3 clusters Score -6596862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -6596879.000000 Penalty: 1073.273071
	Iteration 67Q: 3 clusters Score -6596879 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -6596924.000000 Penalty: 1073.273071
	Iteration 68Q: 3 clusters Score -6596924 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -6596941.000000 Penalty: 1073.273071
	Iteration 69Q: 3 clusters Score -6596941 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 110585 members 
Entering Unmasked Estep 
Score: -6596949.000000 Penalty: 1073.273071
	Iteration 70Q: 3 clusters Score -6596949 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -6596975.000000 Penalty: 1073.273071
	Iteration 71Q: 3 clusters Score -6596975 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -6597016.500000 Penalty: 1073.273071
	Iteration 72Q: 3 clusters Score -6597016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -6597022.500000 Penalty: 1073.273071
	Iteration 73Q: 3 clusters Score -6597022 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -6597047.500000 Penalty: 1073.273071
	Iteration 74Q: 3 clusters Score -6597048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -6597043.500000 Penalty: 1073.273071
	Iteration 75Q: 3 clusters Score -6597044 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -6597054.000000 Penalty: 1073.273071
	Iteration 76Q: 3 clusters Score -6597054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 112423 members 
Entering Unmasked Estep 
Score: -6597033.500000 Penalty: 1073.273071
	Iteration 77Q: 3 clusters Score -6597034 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -6597043.500000 Penalty: 1073.273071
	Iteration 78Q: 3 clusters Score -6597044 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -6597049.000000 Penalty: 1073.273071
	Iteration 79Q: 3 clusters Score -6597049 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -6597057.000000 Penalty: 1073.273071
	Iteration 80F: 3 clusters Score -6597057 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -6597058.000000 Penalty: 1073.273071
	Iteration 81Q: 3 clusters Score -6597058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -6597048.500000 Penalty: 1073.273071
	Iteration 82Q: 3 clusters Score -6597048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -6597060.000000 Penalty: 1073.273071
	Iteration 83Q: 3 clusters Score -6597060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -6597048.000000 Penalty: 1073.273071
	Iteration 84Q: 3 clusters Score -6597048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -6597062.000000 Penalty: 1073.273071
	Iteration 85Q: 3 clusters Score -6597062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -6597088.000000 Penalty: 1073.273071
	Iteration 86Q: 3 clusters Score -6597088 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -6597110.000000 Penalty: 1073.273071
	Iteration 87Q: 3 clusters Score -6597110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 114450 members 
Entering Unmasked Estep 
Score: -6597109.500000 Penalty: 1073.273071
	Iteration 88Q: 3 clusters Score -6597110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -6597116.500000 Penalty: 1073.273071
	Iteration 89Q: 3 clusters Score -6597116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -6597106.500000 Penalty: 1073.273071
	Iteration 90Q: 3 clusters Score -6597106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -6597107.000000 Penalty: 1073.273071
	Iteration 91Q: 3 clusters Score -6597107 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -6597107.000000 Penalty: 1073.273071
	Iteration 92Q: 3 clusters Score -6597107 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -6597104.000000 Penalty: 1073.273071
	Iteration 93Q: 3 clusters Score -6597104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 115316 members 
Entering Unmasked Estep 
Score: -6597118.500000 Penalty: 1073.273071
	Iteration 94Q: 3 clusters Score -6597118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -6597139.000000 Penalty: 1073.273071
	Iteration 95Q: 3 clusters Score -6597139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -6597138.000000 Penalty: 1073.273071
	Iteration 96Q: 3 clusters Score -6597138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -6597152.500000 Penalty: 1073.273071
	Iteration 97Q: 3 clusters Score -6597152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 115874 members 
Entering Unmasked Estep 
Score: -6597168.500000 Penalty: 1073.273071
	Iteration 98Q: 3 clusters Score -6597168 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -6597170.500000 Penalty: 1073.273071
	Iteration 99Q: 3 clusters Score -6597170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 116208 members 
Entering Unmasked Estep 
Score: -6597160.500000 Penalty: 1073.273071
	Iteration 100F: 3 clusters Score -6597160 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -6597170.000000 Penalty: 1073.273071
	Iteration 101Q: 3 clusters Score -6597170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -6597161.500000 Penalty: 1073.273071
	Iteration 102Q: 3 clusters Score -6597162 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -6597158.500000 Penalty: 1073.273071
	Iteration 103Q: 3 clusters Score -6597158 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 116883 members 
Entering Unmasked Estep 
Score: -6597156.000000 Penalty: 1073.273071
	Iteration 104Q: 3 clusters Score -6597156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -6597184.500000 Penalty: 1073.273071
	Iteration 105Q: 3 clusters Score -6597184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -6597190.000000 Penalty: 1073.273071
	Iteration 106Q: 3 clusters Score -6597190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 117394 members 
Entering Unmasked Estep 
Score: -6597182.000000 Penalty: 1073.273071
	Iteration 107Q: 3 clusters Score -6597182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 117541 members 
Entering Unmasked Estep 
Score: -6597183.500000 Penalty: 1073.273071
	Iteration 108Q: 3 clusters Score -6597184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
Score: -6597174.500000 Penalty: 1073.273071
	Iteration 109Q: 3 clusters Score -6597174 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -6597173.000000 Penalty: 1073.273071
	Iteration 110Q: 3 clusters Score -6597173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -6597188.000000 Penalty: 1073.273071
	Iteration 111Q: 3 clusters Score -6597188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -6597199.500000 Penalty: 1073.273071
	Iteration 112Q: 3 clusters Score -6597200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 118250 members 
Entering Unmasked Estep 
Score: -6597214.000000 Penalty: 1073.273071
	Iteration 113Q: 3 clusters Score -6597214 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 118419 members 
Entering Unmasked Estep 
Score: -6597238.500000 Penalty: 1073.273071
	Iteration 114Q: 3 clusters Score -6597238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -6597254.500000 Penalty: 1073.273071
	Iteration 115Q: 3 clusters Score -6597254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
Score: -6597264.500000 Penalty: 1073.273071
	Iteration 116Q: 3 clusters Score -6597264 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 118975 members 
Entering Unmasked Estep 
Score: -6597255.000000 Penalty: 1073.273071
	Iteration 117Q: 3 clusters Score -6597255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -6597245.000000 Penalty: 1073.273071
	Iteration 118Q: 3 clusters Score -6597245 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 119403 members 
Entering Unmasked Estep 
Score: -6597275.500000 Penalty: 1073.273071
	Iteration 119Q: 3 clusters Score -6597276 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -6597304.500000 Penalty: 1073.273071
	Iteration 120F: 3 clusters Score -6597304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -6597308.000000 Penalty: 1073.273071
	Iteration 121Q: 3 clusters Score -6597308 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -6597329.500000 Penalty: 1073.273071
	Iteration 122Q: 3 clusters Score -6597330 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 120346 members 
Entering Unmasked Estep 
Score: -6597340.000000 Penalty: 1073.273071
	Iteration 123Q: 3 clusters Score -6597340 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -6597364.000000 Penalty: 1073.273071
	Iteration 124Q: 3 clusters Score -6597364 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -6597433.500000 Penalty: 1073.273071
	Iteration 125Q: 3 clusters Score -6597434 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -6597491.500000 Penalty: 1073.273071
	Iteration 126Q: 3 clusters Score -6597492 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 121493 members 
Entering Unmasked Estep 
Score: -6597528.500000 Penalty: 1073.273071
	Iteration 127Q: 3 clusters Score -6597528 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -6597556.500000 Penalty: 1073.273071
	Iteration 128Q: 3 clusters Score -6597556 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 122111 members 
Entering Unmasked Estep 
Score: -6597577.000000 Penalty: 1073.273071
	Iteration 129Q: 3 clusters Score -6597577 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -6597611.000000 Penalty: 1073.273071
	Iteration 130Q: 3 clusters Score -6597611 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -6597631.500000 Penalty: 1073.273071
	Iteration 131Q: 3 clusters Score -6597632 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -6597652.500000 Penalty: 1073.273071
	Iteration 132Q: 3 clusters Score -6597652 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -6597684.000000 Penalty: 1073.273071
	Iteration 133Q: 3 clusters Score -6597684 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 123630 members 
Entering Unmasked Estep 
Score: -6597720.000000 Penalty: 1073.273071
	Iteration 134Q: 3 clusters Score -6597720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -6597739.000000 Penalty: 1073.273071
	Iteration 135Q: 3 clusters Score -6597739 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -6597752.500000 Penalty: 1073.273071
	Iteration 136Q: 3 clusters Score -6597752 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -6597763.500000 Penalty: 1073.273071
	Iteration 137Q: 3 clusters Score -6597764 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -6597800.500000 Penalty: 1073.273071
	Iteration 138Q: 3 clusters Score -6597800 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 125285 members 
Entering Unmasked Estep 
Score: -6597860.000000 Penalty: 1073.273071
	Iteration 139Q: 3 clusters Score -6597860 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -6597935.000000 Penalty: 1073.273071
	Iteration 140F: 3 clusters Score -6597935 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -6598010.000000 Penalty: 1073.273071
	Iteration 141Q: 3 clusters Score -6598010 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -6598070.500000 Penalty: 1073.273071
	Iteration 142Q: 3 clusters Score -6598070 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 126798 members 
Entering Unmasked Estep 
Score: -6598156.000000 Penalty: 1073.273071
	Iteration 143Q: 3 clusters Score -6598156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -6598254.500000 Penalty: 1073.273071
	Iteration 144Q: 3 clusters Score -6598254 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 127581 members 
Entering Unmasked Estep 
Score: -6598370.000000 Penalty: 1073.273071
	Iteration 145Q: 3 clusters Score -6598370 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -6598473.000000 Penalty: 1073.273071
	Iteration 146Q: 3 clusters Score -6598473 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 128397 members 
Entering Unmasked Estep 
Score: -6598618.000000 Penalty: 1073.273071
	Iteration 147Q: 3 clusters Score -6598618 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -6598700.000000 Penalty: 1073.273071
	Iteration 148Q: 3 clusters Score -6598700 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 129124 members 
Entering Unmasked Estep 
Score: -6598777.000000 Penalty: 1073.273071
	Iteration 149Q: 3 clusters Score -6598777 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -6598838.500000 Penalty: 1073.273071
	Iteration 150Q: 3 clusters Score -6598838 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -6598906.000000 Penalty: 1073.273071
	Iteration 151Q: 3 clusters Score -6598906 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -6598976.500000 Penalty: 1073.273071
	Iteration 152Q: 3 clusters Score -6598976 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -6599092.500000 Penalty: 1073.273071
	Iteration 153Q: 3 clusters Score -6599092 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 130587 members 
Entering Unmasked Estep 
Score: -6599203.500000 Penalty: 1073.273071
	Iteration 154Q: 3 clusters Score -6599204 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -6599296.000000 Penalty: 1073.273071
	Iteration 155Q: 3 clusters Score -6599296 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -6599373.000000 Penalty: 1073.273071
	Iteration 156Q: 3 clusters Score -6599373 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 131216 members 
Entering Unmasked Estep 
Score: -6599450.500000 Penalty: 1073.273071
	Iteration 157Q: 3 clusters Score -6599450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -6599522.000000 Penalty: 1073.273071
	Iteration 158Q: 3 clusters Score -6599522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -6599560.500000 Penalty: 1073.273071
	Iteration 159Q: 3 clusters Score -6599560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 131578 members 
Entering Unmasked Estep 
Score: -6599590.000000 Penalty: 1073.273071
	Iteration 160F: 3 clusters Score -6599590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -6599607.000000 Penalty: 1073.273071
	Iteration 161Q: 3 clusters Score -6599607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -6599620.000000 Penalty: 1073.273071
	Iteration 162Q: 3 clusters Score -6599620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -6599645.500000 Penalty: 1073.273071
	Iteration 163Q: 3 clusters Score -6599646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 131772 members 
Entering Unmasked Estep 
Score: -6599655.500000 Penalty: 1073.273071
	Iteration 164Q: 3 clusters Score -6599656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -6599661.000000 Penalty: 1073.273071
	Iteration 165Q: 3 clusters Score -6599661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 131838 members 
Entering Unmasked Estep 
Score: -6599669.500000 Penalty: 1073.273071
	Iteration 166Q: 3 clusters Score -6599670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -6599675.500000 Penalty: 1073.273071
	Iteration 167Q: 3 clusters Score -6599676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 131888 members 
Entering Unmasked Estep 
Score: -6599679.000000 Penalty: 1073.273071
	Iteration 168Q: 3 clusters Score -6599679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -6599691.500000 Penalty: 1073.273071
	Iteration 169Q: 3 clusters Score -6599692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -6599695.000000 Penalty: 1073.273071
	Iteration 170Q: 3 clusters Score -6599695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -6599702.500000 Penalty: 1073.273071
	Iteration 171Q: 3 clusters Score -6599702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -6599714.000000 Penalty: 1073.273071
	Iteration 172Q: 3 clusters Score -6599714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -6599714.000000 Penalty: 1073.273071
	Iteration 173Q: 3 clusters Score -6599714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 131992 members 
Entering Unmasked Estep 
Score: -6599722.000000 Penalty: 1073.273071
	Iteration 174Q: 3 clusters Score -6599722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -6599723.500000 Penalty: 1073.273071
	Iteration 175Q: 3 clusters Score -6599724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 132022 members 
Entering Unmasked Estep 
Score: -6599730.000000 Penalty: 1073.273071
	Iteration 176Q: 3 clusters Score -6599730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -6599728.000000 Penalty: 1073.273071
	Iteration 177Q: 3 clusters Score -6599728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 132047 members 
Entering Unmasked Estep 
Score: -6599726.500000 Penalty: 1073.273071
	Iteration 178Q: 3 clusters Score -6599726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 132057 members 
Entering Unmasked Estep 
Score: -6599736.000000 Penalty: 1073.273071
	Iteration 179Q: 3 clusters Score -6599736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 132066 members 
Entering Unmasked Estep 
Score: -6599733.500000 Penalty: 1073.273071
	Iteration 180F: 3 clusters Score -6599734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 132070 members 
Entering Unmasked Estep 
Score: -6599730.500000 Penalty: 1073.273071
	Iteration 181Q: 3 clusters Score -6599730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 132074 members 
Entering Unmasked Estep 
Score: -6599732.000000 Penalty: 1073.273071
	Iteration 182Q: 3 clusters Score -6599732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -6599732.500000 Penalty: 1073.273071
	Iteration 183Q: 3 clusters Score -6599732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -6599733.500000 Penalty: 1073.273071
	Iteration 184Q: 3 clusters Score -6599734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -6599733.000000 Penalty: 1073.273071
	Iteration 185Q: 3 clusters Score -6599733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 132087 members 
Entering Unmasked Estep 
Score: -6599730.000000 Penalty: 1073.273071
	Iteration 186Q: 3 clusters Score -6599730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -6599735.500000 Penalty: 1073.273071
	Iteration 187Q: 3 clusters Score -6599736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 132091 members 
Entering Unmasked Estep 
Score: -6599732.500000 Penalty: 1073.273071
	Iteration 188Q: 3 clusters Score -6599732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -6599730.500000 Penalty: 1073.273071
	Iteration 189Q: 3 clusters Score -6599730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 132101 members 
Entering Unmasked Estep 
Score: -6599735.000000 Penalty: 1073.273071
	Iteration 190Q: 3 clusters Score -6599735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 132104 members 
Entering Unmasked Estep 
Score: -6599733.000000 Penalty: 1073.273071
	Iteration 191Q: 3 clusters Score -6599733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 132108 members 
Entering Unmasked Estep 
Score: -6599739.000000 Penalty: 1073.273071
	Iteration 192Q: 3 clusters Score -6599739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 132114 members 
Entering Unmasked Estep 
Score: -6599734.000000 Penalty: 1073.273071
	Iteration 193Q: 3 clusters Score -6599734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 132119 members 
Entering Unmasked Estep 
Score: -6599732.500000 Penalty: 1073.273071
	Iteration 194Q: 3 clusters Score -6599732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -6599737.500000 Penalty: 1073.273071
	Iteration 195Q: 3 clusters Score -6599738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -6599734.500000 Penalty: 1073.273071
	Iteration 196Q: 3 clusters Score -6599734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -6599736.500000 Penalty: 1073.273071
	Iteration 197Q: 3 clusters Score -6599736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -6599735.500000 Penalty: 1073.273071
	Iteration 198Q: 3 clusters Score -6599736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -6599737.000000 Penalty: 1073.273071
	Iteration 199Q: 3 clusters Score -6599737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -6599739.000000 Penalty: 1073.273071
	Iteration 200F: 3 clusters Score -6599739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -6599746.500000 Penalty: 1073.273071
	Iteration 201Q: 3 clusters Score -6599746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -6599744.500000 Penalty: 1073.273071
	Iteration 202Q: 3 clusters Score -6599744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -6599742.000000 Penalty: 1073.273071
	Iteration 203Q: 3 clusters Score -6599742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -6599741.000000 Penalty: 1073.273071
	Iteration 204Q: 3 clusters Score -6599741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -6599743.000000 Penalty: 1073.273071
	Iteration 205Q: 3 clusters Score -6599743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -6599747.500000 Penalty: 1073.273071
	Iteration 206Q: 3 clusters Score -6599748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -6599744.500000 Penalty: 1073.273071
	Iteration 207Q: 3 clusters Score -6599744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 132120 members 
Entering Unmasked Estep 
Score: -6599745.500000 Penalty: 1073.273071
	Iteration 208Q: 3 clusters Score -6599746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -6599747.500000 Penalty: 1073.273071
	Iteration 209Q: 3 clusters Score -6599748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -6599741.000000 Penalty: 1073.273071
	Iteration 210Q: 3 clusters Score -6599741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -6599743.500000 Penalty: 1073.273071
	Iteration 211Q: 3 clusters Score -6599744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -6599743.500000 Penalty: 1073.273071
	Iteration 212F: 3 clusters Score -6599744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Entering Unmasked Estep 
Score: -1175050.500000 Penalty: 459.219788
	Iteration 0F: 2 clusters Score -1175050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1159075.500000 Penalty: 918.439575
	Iteration 0F: 3 clusters Score -1159076 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1166288.000000 Penalty: 918.439575
	Iteration 1F: 3 clusters Score -1166288 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1167113.125000 Penalty: 918.439575
	Iteration 2F: 3 clusters Score -1167113 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1168303.000000 Penalty: 918.439575
	Iteration 3F: 3 clusters Score -1168303 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1169923.750000 Penalty: 918.439575
	Iteration 4F: 3 clusters Score -1169924 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1171393.375000 Penalty: 918.439575
	Iteration 5F: 3 clusters Score -1171393 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1172306.250000 Penalty: 918.439575
	Iteration 6F: 3 clusters Score -1172306 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1172923.125000 Penalty: 918.439575
	Iteration 7Q: 3 clusters Score -1172923 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1173489.750000 Penalty: 918.439575
	Iteration 8Q: 3 clusters Score -1173490 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1173916.625000 Penalty: 918.439575
	Iteration 9Q: 3 clusters Score -1173917 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1174184.500000 Penalty: 918.439575
	Iteration 10Q: 3 clusters Score -1174184 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1174359.500000 Penalty: 918.439575
	Iteration 11Q: 3 clusters Score -1174360 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1174480.625000 Penalty: 918.439575
	Iteration 12Q: 3 clusters Score -1174481 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1174568.250000 Penalty: 918.439575
	Iteration 13Q: 3 clusters Score -1174568 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1174616.500000 Penalty: 918.439575
	Iteration 14Q: 3 clusters Score -1174616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1174658.375000 Penalty: 918.439575
	Iteration 15Q: 3 clusters Score -1174658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1174693.125000 Penalty: 918.439575
	Iteration 16Q: 3 clusters Score -1174693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1174714.125000 Penalty: 918.439575
	Iteration 17Q: 3 clusters Score -1174714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1174724.500000 Penalty: 918.439575
	Iteration 18Q: 3 clusters Score -1174724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1174742.875000 Penalty: 918.439575
	Iteration 19Q: 3 clusters Score -1174743 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1174765.875000 Penalty: 918.439575
	Iteration 20F: 3 clusters Score -1174766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1174781.750000 Penalty: 918.439575
	Iteration 21Q: 3 clusters Score -1174782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1174790.250000 Penalty: 918.439575
	Iteration 22Q: 3 clusters Score -1174790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1174798.250000 Penalty: 918.439575
	Iteration 23Q: 3 clusters Score -1174798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1174807.500000 Penalty: 918.439575
	Iteration 24Q: 3 clusters Score -1174808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1174814.250000 Penalty: 918.439575
	Iteration 25Q: 3 clusters Score -1174814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1174815.500000 Penalty: 918.439575
	Iteration 26Q: 3 clusters Score -1174816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1174822.000000 Penalty: 918.439575
	Iteration 27Q: 3 clusters Score -1174822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1174825.500000 Penalty: 918.439575
	Iteration 28Q: 3 clusters Score -1174826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1174826.250000 Penalty: 918.439575
	Iteration 29Q: 3 clusters Score -1174826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1174830.375000 Penalty: 918.439575
	Iteration 30Q: 3 clusters Score -1174830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1174833.875000 Penalty: 918.439575
	Iteration 31Q: 3 clusters Score -1174834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1174835.125000 Penalty: 918.439575
	Iteration 32Q: 3 clusters Score -1174835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1174840.500000 Penalty: 918.439575
	Iteration 33Q: 3 clusters Score -1174840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1174847.875000 Penalty: 918.439575
	Iteration 34Q: 3 clusters Score -1174848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1174849.375000 Penalty: 918.439575
	Iteration 35Q: 3 clusters Score -1174849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1174848.500000 Penalty: 918.439575
	Iteration 36Q: 3 clusters Score -1174848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1174849.125000 Penalty: 918.439575
	Iteration 37Q: 3 clusters Score -1174849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1174851.250000 Penalty: 918.439575
	Iteration 38Q: 3 clusters Score -1174851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1174854.500000 Penalty: 918.439575
	Iteration 39Q: 3 clusters Score -1174854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1174856.375000 Penalty: 918.439575
	Iteration 40F: 3 clusters Score -1174856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1174858.250000 Penalty: 918.439575
	Iteration 41Q: 3 clusters Score -1174858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1174866.750000 Penalty: 918.439575
	Iteration 42Q: 3 clusters Score -1174867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1174865.750000 Penalty: 918.439575
	Iteration 43Q: 3 clusters Score -1174866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1174866.375000 Penalty: 918.439575
	Iteration 44Q: 3 clusters Score -1174866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1174869.500000 Penalty: 918.439575
	Iteration 45Q: 3 clusters Score -1174870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1174873.750000 Penalty: 918.439575
	Iteration 46Q: 3 clusters Score -1174874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1174873.125000 Penalty: 918.439575
	Iteration 47Q: 3 clusters Score -1174873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1174874.750000 Penalty: 918.439575
	Iteration 48Q: 3 clusters Score -1174875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1174879.750000 Penalty: 918.439575
	Iteration 49Q: 3 clusters Score -1174880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1174883.875000 Penalty: 918.439575
	Iteration 50Q: 3 clusters Score -1174884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1174882.125000 Penalty: 918.439575
	Iteration 51Q: 3 clusters Score -1174882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1174882.375000 Penalty: 918.439575
	Iteration 52Q: 3 clusters Score -1174882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1174884.125000 Penalty: 918.439575
	Iteration 53Q: 3 clusters Score -1174884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1174886.000000 Penalty: 918.439575
	Iteration 54Q: 3 clusters Score -1174886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1174889.000000 Penalty: 918.439575
	Iteration 55Q: 3 clusters Score -1174889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1174890.125000 Penalty: 918.439575
	Iteration 56Q: 3 clusters Score -1174890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1174897.500000 Penalty: 918.439575
	Iteration 57Q: 3 clusters Score -1174898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1174893.125000 Penalty: 918.439575
	Iteration 58Q: 3 clusters Score -1174893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1174898.250000 Penalty: 918.439575
	Iteration 59Q: 3 clusters Score -1174898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1174902.250000 Penalty: 918.439575
	Iteration 60F: 3 clusters Score -1174902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1174903.625000 Penalty: 918.439575
	Iteration 61Q: 3 clusters Score -1174904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1174903.875000 Penalty: 918.439575
	Iteration 62Q: 3 clusters Score -1174904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1174907.000000 Penalty: 918.439575
	Iteration 63Q: 3 clusters Score -1174907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1174908.375000 Penalty: 918.439575
	Iteration 64Q: 3 clusters Score -1174908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1174909.750000 Penalty: 918.439575
	Iteration 65Q: 3 clusters Score -1174910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1174910.750000 Penalty: 918.439575
	Iteration 66Q: 3 clusters Score -1174911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1174911.625000 Penalty: 918.439575
	Iteration 67Q: 3 clusters Score -1174912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1174912.125000 Penalty: 918.439575
	Iteration 68Q: 3 clusters Score -1174912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1174915.375000 Penalty: 918.439575
	Iteration 69Q: 3 clusters Score -1174915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1174915.375000 Penalty: 918.439575
	Iteration 70Q: 3 clusters Score -1174915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1174916.875000 Penalty: 918.439575
	Iteration 71Q: 3 clusters Score -1174917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1174918.250000 Penalty: 918.439575
	Iteration 72Q: 3 clusters Score -1174918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1174922.250000 Penalty: 918.439575
	Iteration 73Q: 3 clusters Score -1174922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1174922.625000 Penalty: 918.439575
	Iteration 74Q: 3 clusters Score -1174923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1174924.500000 Penalty: 918.439575
	Iteration 75Q: 3 clusters Score -1174924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1174923.625000 Penalty: 918.439575
	Iteration 76Q: 3 clusters Score -1174924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1174927.250000 Penalty: 918.439575
	Iteration 77Q: 3 clusters Score -1174927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1174936.750000 Penalty: 918.439575
	Iteration 78Q: 3 clusters Score -1174937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1174937.375000 Penalty: 918.439575
	Iteration 79Q: 3 clusters Score -1174937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1174942.500000 Penalty: 918.439575
	Iteration 80F: 3 clusters Score -1174942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1174939.750000 Penalty: 918.439575
	Iteration 81Q: 3 clusters Score -1174940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1174945.125000 Penalty: 918.439575
	Iteration 82Q: 3 clusters Score -1174945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1174947.375000 Penalty: 918.439575
	Iteration 83Q: 3 clusters Score -1174947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1174944.250000 Penalty: 918.439575
	Iteration 84Q: 3 clusters Score -1174944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1174945.250000 Penalty: 918.439575
	Iteration 85Q: 3 clusters Score -1174945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1174943.375000 Penalty: 918.439575
	Iteration 86Q: 3 clusters Score -1174943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1174943.625000 Penalty: 918.439575
	Iteration 87Q: 3 clusters Score -1174944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1174942.125000 Penalty: 918.439575
	Iteration 88Q: 3 clusters Score -1174942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1174944.000000 Penalty: 918.439575
	Iteration 89Q: 3 clusters Score -1174944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1174942.250000 Penalty: 918.439575
	Iteration 90Q: 3 clusters Score -1174942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1174941.625000 Penalty: 918.439575
	Iteration 91Q: 3 clusters Score -1174942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1174941.000000 Penalty: 918.439575
	Iteration 92Q: 3 clusters Score -1174941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1174940.875000 Penalty: 918.439575
	Iteration 93Q: 3 clusters Score -1174941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1174942.250000 Penalty: 918.439575
	Iteration 94Q: 3 clusters Score -1174942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1174943.375000 Penalty: 918.439575
	Iteration 95Q: 3 clusters Score -1174943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1174943.125000 Penalty: 918.439575
	Iteration 96Q: 3 clusters Score -1174943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1174943.125000 Penalty: 918.439575
	Iteration 97Q: 3 clusters Score -1174943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1174942.375000 Penalty: 918.439575
	Iteration 98Q: 3 clusters Score -1174942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1174942.000000 Penalty: 918.439575
	Iteration 99Q: 3 clusters Score -1174942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1174944.875000 Penalty: 918.439575
	Iteration 100F: 3 clusters Score -1174945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1174944.750000 Penalty: 918.439575
	Iteration 101Q: 3 clusters Score -1174945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1174945.500000 Penalty: 918.439575
	Iteration 102Q: 3 clusters Score -1174946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1174947.000000 Penalty: 918.439575
	Iteration 103Q: 3 clusters Score -1174947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1174947.000000 Penalty: 918.439575
	Iteration 104F: 3 clusters Score -1174947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Entering Unmasked Estep 
Score: -1585113.625000 Penalty: 474.175873
	Iteration 0F: 2 clusters Score -1585114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1562630.500000 Penalty: 948.351746
	Iteration 0F: 3 clusters Score -1562630 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1572422.625000 Penalty: 948.351746
	Iteration 1F: 3 clusters Score -1572423 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1573051.000000 Penalty: 948.351746
	Iteration 2Q: 3 clusters Score -1573051 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1573935.375000 Penalty: 948.351746
	Iteration 3Q: 3 clusters Score -1573935 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1575157.000000 Penalty: 948.351746
	Iteration 4F: 3 clusters Score -1575157 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1576598.250000 Penalty: 948.351746
	Iteration 5F: 3 clusters Score -1576598 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1577801.500000 Penalty: 948.351746
	Iteration 6F: 3 clusters Score -1577802 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1578470.875000 Penalty: 948.351746
	Iteration 7Q: 3 clusters Score -1578471 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1578724.875000 Penalty: 948.351746
	Iteration 8Q: 3 clusters Score -1578725 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1578840.625000 Penalty: 948.351746
	Iteration 9Q: 3 clusters Score -1578841 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1578929.750000 Penalty: 948.351746
	Iteration 10Q: 3 clusters Score -1578930 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1579036.750000 Penalty: 948.351746
	Iteration 11Q: 3 clusters Score -1579037 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1579146.000000 Penalty: 948.351746
	Iteration 12Q: 3 clusters Score -1579146 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1579260.375000 Penalty: 948.351746
	Iteration 13Q: 3 clusters Score -1579260 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1579368.000000 Penalty: 948.351746
	Iteration 14Q: 3 clusters Score -1579368 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1579486.000000 Penalty: 948.351746
	Iteration 15Q: 3 clusters Score -1579486 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1579592.125000 Penalty: 948.351746
	Iteration 16Q: 3 clusters Score -1579592 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1579709.250000 Penalty: 948.351746
	Iteration 17Q: 3 clusters Score -1579709 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1579857.625000 Penalty: 948.351746
	Iteration 18Q: 3 clusters Score -1579858 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1580014.250000 Penalty: 948.351746
	Iteration 19Q: 3 clusters Score -1580014 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1580184.875000 Penalty: 948.351746
	Iteration 20F: 3 clusters Score -1580185 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1580335.250000 Penalty: 948.351746
	Iteration 21Q: 3 clusters Score -1580335 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1580487.750000 Penalty: 948.351746
	Iteration 22Q: 3 clusters Score -1580488 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1580628.250000 Penalty: 948.351746
	Iteration 23Q: 3 clusters Score -1580628 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1580775.000000 Penalty: 948.351746
	Iteration 24Q: 3 clusters Score -1580775 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1580913.875000 Penalty: 948.351746
	Iteration 25Q: 3 clusters Score -1580914 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1581036.625000 Penalty: 948.351746
	Iteration 26Q: 3 clusters Score -1581037 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1581151.875000 Penalty: 948.351746
	Iteration 27Q: 3 clusters Score -1581152 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1581242.375000 Penalty: 948.351746
	Iteration 28Q: 3 clusters Score -1581242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1581322.000000 Penalty: 948.351746
	Iteration 29Q: 3 clusters Score -1581322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1581393.750000 Penalty: 948.351746
	Iteration 30Q: 3 clusters Score -1581394 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1581477.250000 Penalty: 948.351746
	Iteration 31Q: 3 clusters Score -1581477 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1581556.625000 Penalty: 948.351746
	Iteration 32Q: 3 clusters Score -1581557 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1581627.375000 Penalty: 948.351746
	Iteration 33Q: 3 clusters Score -1581627 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1581699.250000 Penalty: 948.351746
	Iteration 34Q: 3 clusters Score -1581699 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1581775.750000 Penalty: 948.351746
	Iteration 35Q: 3 clusters Score -1581776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1581851.500000 Penalty: 948.351746
	Iteration 36Q: 3 clusters Score -1581852 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1581922.750000 Penalty: 948.351746
	Iteration 37Q: 3 clusters Score -1581923 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1581985.375000 Penalty: 948.351746
	Iteration 38Q: 3 clusters Score -1581985 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1582043.375000 Penalty: 948.351746
	Iteration 39Q: 3 clusters Score -1582043 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1582111.625000 Penalty: 948.351746
	Iteration 40F: 3 clusters Score -1582112 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1582170.625000 Penalty: 948.351746
	Iteration 41Q: 3 clusters Score -1582171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1582238.875000 Penalty: 948.351746
	Iteration 42Q: 3 clusters Score -1582239 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1582297.000000 Penalty: 948.351746
	Iteration 43Q: 3 clusters Score -1582297 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1582366.625000 Penalty: 948.351746
	Iteration 44Q: 3 clusters Score -1582367 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1582426.125000 Penalty: 948.351746
	Iteration 45Q: 3 clusters Score -1582426 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1582480.000000 Penalty: 948.351746
	Iteration 46Q: 3 clusters Score -1582480 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1582549.375000 Penalty: 948.351746
	Iteration 47Q: 3 clusters Score -1582549 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1582609.250000 Penalty: 948.351746
	Iteration 48Q: 3 clusters Score -1582609 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1582680.750000 Penalty: 948.351746
	Iteration 49Q: 3 clusters Score -1582681 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1582747.750000 Penalty: 948.351746
	Iteration 50Q: 3 clusters Score -1582748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1582832.500000 Penalty: 948.351746
	Iteration 51Q: 3 clusters Score -1582832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1582924.750000 Penalty: 948.351746
	Iteration 52Q: 3 clusters Score -1582925 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1583045.500000 Penalty: 948.351746
	Iteration 53Q: 3 clusters Score -1583046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1583144.250000 Penalty: 948.351746
	Iteration 54Q: 3 clusters Score -1583144 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1583254.125000 Penalty: 948.351746
	Iteration 55Q: 3 clusters Score -1583254 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1583357.625000 Penalty: 948.351746
	Iteration 56Q: 3 clusters Score -1583358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1583470.875000 Penalty: 948.351746
	Iteration 57Q: 3 clusters Score -1583471 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1583578.375000 Penalty: 948.351746
	Iteration 58Q: 3 clusters Score -1583578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1583694.375000 Penalty: 948.351746
	Iteration 59Q: 3 clusters Score -1583694 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1583790.500000 Penalty: 948.351746
	Iteration 60F: 3 clusters Score -1583790 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1583914.625000 Penalty: 948.351746
	Iteration 61Q: 3 clusters Score -1583915 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1584014.750000 Penalty: 948.351746
	Iteration 62Q: 3 clusters Score -1584015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1584094.250000 Penalty: 948.351746
	Iteration 63Q: 3 clusters Score -1584094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1584167.375000 Penalty: 948.351746
	Iteration 64Q: 3 clusters Score -1584167 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1584235.625000 Penalty: 948.351746
	Iteration 65Q: 3 clusters Score -1584236 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1584307.125000 Penalty: 948.351746
	Iteration 66Q: 3 clusters Score -1584307 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1584385.500000 Penalty: 948.351746
	Iteration 67Q: 3 clusters Score -1584386 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1584466.375000 Penalty: 948.351746
	Iteration 68Q: 3 clusters Score -1584466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1584533.500000 Penalty: 948.351746
	Iteration 69Q: 3 clusters Score -1584534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1584582.750000 Penalty: 948.351746
	Iteration 70Q: 3 clusters Score -1584583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1584635.375000 Penalty: 948.351746
	Iteration 71Q: 3 clusters Score -1584635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1584656.250000 Penalty: 948.351746
	Iteration 72Q: 3 clusters Score -1584656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1584679.625000 Penalty: 948.351746
	Iteration 73Q: 3 clusters Score -1584680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1584688.250000 Penalty: 948.351746
	Iteration 74Q: 3 clusters Score -1584688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1584700.750000 Penalty: 948.351746
	Iteration 75Q: 3 clusters Score -1584701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1584713.250000 Penalty: 948.351746
	Iteration 76Q: 3 clusters Score -1584713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1584725.250000 Penalty: 948.351746
	Iteration 77Q: 3 clusters Score -1584725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1584727.875000 Penalty: 948.351746
	Iteration 78Q: 3 clusters Score -1584728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1584730.125000 Penalty: 948.351746
	Iteration 79Q: 3 clusters Score -1584730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1584732.125000 Penalty: 948.351746
	Iteration 80F: 3 clusters Score -1584732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1584733.625000 Penalty: 948.351746
	Iteration 81Q: 3 clusters Score -1584734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1584735.500000 Penalty: 948.351746
	Iteration 82Q: 3 clusters Score -1584736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1584737.125000 Penalty: 948.351746
	Iteration 83Q: 3 clusters Score -1584737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1584736.500000 Penalty: 948.351746
	Iteration 84Q: 3 clusters Score -1584736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1584737.500000 Penalty: 948.351746
	Iteration 85Q: 3 clusters Score -1584738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1584739.625000 Penalty: 948.351746
	Iteration 86Q: 3 clusters Score -1584740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1584740.500000 Penalty: 948.351746
	Iteration 87Q: 3 clusters Score -1584740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1584740.000000 Penalty: 948.351746
	Iteration 88Q: 3 clusters Score -1584740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1584740.000000 Penalty: 948.351746
	Iteration 89F: 3 clusters Score -1584740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9894.578125 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9894.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9619.089844 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9619.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9675.108398 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9675.108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9685.718750 Penalty: 482.600739
	Iteration 2Q: 3 clusters Score -9685.719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9690.352539 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9690.353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9691.125977 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9691.126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9692.509766 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9692.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9693.464844 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9693.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9694.499023 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9694.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9694.499023 Penalty: 482.600739
	Iteration 8F: 3 clusters Score -9694.499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -47730.781250 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -47730.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46919.273438 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -46919.27 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47327.855469 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -47327.86 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47659.976562 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -47659.98 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47844.425781 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -47844.43 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47961.761719 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -47961.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48051.894531 Penalty: 633.994019
	Iteration 5F: 3 clusters Score -48051.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48123.968750 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -48123.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48164.523438 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -48164.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48170.320312 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -48170.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48176.191406 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -48176.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48184.097656 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -48184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48190.921875 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -48190.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48207.953125 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -48207.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48222.183594 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -48222.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48248.332031 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -48248.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48272.269531 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -48272.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48306.773438 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -48306.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -48324.941406 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -48324.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48331.617188 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -48331.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48332.234375 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -48332.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48341.023438 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -48341.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48351.988281 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -48351.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48356.265625 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -48356.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -48358.707031 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -48358.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48358.859375 Penalty: 633.994019
	Iteration 24Q: 3 clusters Score -48358.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48358.859375 Penalty: 633.994019
	Iteration 25F: 3 clusters Score -48358.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 304990 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 11 contains 850 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 132483 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
Score: -25286608.000000 Penalty: 13195.011719
Splitting cluster 20 changes total score from -25285228.000000 to -25286608.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -41565.929688 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -41565.93 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 481 members 
Entering Unmasked Estep 
Score: -40786.988281 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -40786.99 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41024.953125 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -41024.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41076.390625 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -41076.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -41114.710938 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -41114.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -41134.578125 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -41134.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41148.191406 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -41148.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -41163.644531 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -41163.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41181.140625 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -41181.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -41205.414062 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -41205.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -41234.675781 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -41234.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41262.441406 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -41262.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -41285.117188 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -41285.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -41313.062500 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -41313.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -41339.707031 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -41339.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -41360.625000 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -41360.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -41374.640625 Penalty: 623.168457
	Iteration 15Q: 3 clusters Score -41374.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -41387.132812 Penalty: 623.168457
	Iteration 16Q: 3 clusters Score -41387.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -41391.972656 Penalty: 623.168457
	Iteration 17Q: 3 clusters Score -41391.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -41394.902344 Penalty: 623.168457
	Iteration 18Q: 3 clusters Score -41394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -41396.355469 Penalty: 623.168457
	Iteration 19Q: 3 clusters Score -41396.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -41398.671875 Penalty: 623.168457
	Iteration 20F: 3 clusters Score -41398.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -41400.613281 Penalty: 623.168457
	Iteration 21Q: 3 clusters Score -41400.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -41406.667969 Penalty: 623.168457
	Iteration 22Q: 3 clusters Score -41406.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -41410.804688 Penalty: 623.168457
	Iteration 23Q: 3 clusters Score -41410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -41413.050781 Penalty: 623.168457
	Iteration 24Q: 3 clusters Score -41413.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -41415.757812 Penalty: 623.168457
	Iteration 25Q: 3 clusters Score -41415.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -41416.343750 Penalty: 623.168457
	Iteration 26Q: 3 clusters Score -41416.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -41416.718750 Penalty: 623.168457
	Iteration 27Q: 3 clusters Score -41416.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -41416.972656 Penalty: 623.168457
	Iteration 28Q: 3 clusters Score -41416.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -41416.972656 Penalty: 623.168457
	Iteration 29F: 3 clusters Score -41416.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -9460.558594 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -9460.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9159.684570 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -9159.685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9216.199219 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -9216.199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9228.431641 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -9228.432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9232.468750 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -9232.469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9235.283203 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -9235.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9237.342773 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -9237.343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9239.849609 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -9239.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9240.799805 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -9240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9242.669922 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -9242.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9243.935547 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -9243.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9248.923828 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -9248.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9253.744141 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -9253.744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9254.817383 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -9254.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9257.521484 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -9257.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9259.507812 Penalty: 494.070465
	Iteration 14Q: 3 clusters Score -9259.508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9260.797852 Penalty: 494.070465
	Iteration 15Q: 3 clusters Score -9260.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9260.797852 Penalty: 494.070465
	Iteration 16F: 3 clusters Score -9260.798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 304990 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8698 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 15 contains 132483 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286636.000000 Penalty: 13195.011719
Iteration 79Q: 23 clusters Score -2.528664e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 304821 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 847 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 15 contains 132565 members 
Mstep: Class 16 contains 350 members 
Mstep: Class 17 contains 24203 members 
Mstep: Class 18 contains 33543 members 
Mstep: Class 19 contains 201 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286980.000000 Penalty: 13195.011719
Iteration 80F: 23 clusters Score -2.528698e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 304648 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 8792 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 132475 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 24234 members 
Mstep: Class 18 contains 33531 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 947 members 
Mstep: Class 22 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287184.000000 Penalty: 13195.011719
Iteration 81Q: 23 clusters Score -2.528718e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 304580 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 8828 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 132320 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24256 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287238.000000 Penalty: 13195.011719
Iteration 82Q: 23 clusters Score -2.528724e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 889 members 
Mstep: Class 5 contains 6139 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 304622 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 8866 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 132092 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24247 members 
Mstep: Class 18 contains 33527 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287258.000000 Penalty: 13195.011719
Iteration 83Q: 23 clusters Score -2.528726e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 6181 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 304695 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 8898 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 131820 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24239 members 
Mstep: Class 18 contains 33535 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287372.000000 Penalty: 13195.011719
Iteration 84Q: 23 clusters Score -2.528737e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 304816 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 8936 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 131486 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24229 members 
Mstep: Class 18 contains 33550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287448.000000 Penalty: 13195.011719
Iteration 85Q: 23 clusters Score -2.528745e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 304940 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 8967 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 131135 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24253 members 
Mstep: Class 18 contains 33553 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287516.000000 Penalty: 13195.011719
Iteration 86Q: 23 clusters Score -2.528752e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 901 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305096 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 9013 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 130745 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24268 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287618.000000 Penalty: 13195.011719
Iteration 87Q: 23 clusters Score -2.528762e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305278 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 2547 members 
Mstep: Class 15 contains 130316 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24284 members 
Mstep: Class 18 contains 33577 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287664.000000 Penalty: 13195.011719
Iteration 88Q: 23 clusters Score -2.528766e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305455 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 129907 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24308 members 
Mstep: Class 18 contains 33580 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287672.000000 Penalty: 13195.011719
Iteration 89Q: 23 clusters Score -2.528767e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 1850 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305653 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 9154 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 129518 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24322 members 
Mstep: Class 18 contains 33590 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287688.000000 Penalty: 13195.011719
Iteration 90Q: 23 clusters Score -2.528769e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 1837 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305833 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 9195 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 129160 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 33596 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287578.000000 Penalty: 13195.011719
Iteration 91Q: 23 clusters Score -2.528758e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 305978 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 9237 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 128827 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 33599 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1002 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287546.000000 Penalty: 13195.011719
Iteration 92Q: 23 clusters Score -2.528755e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 306118 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 9265 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 3026 members 
Mstep: Class 15 contains 128539 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24389 members 
Mstep: Class 18 contains 33591 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287558.000000 Penalty: 13195.011719
Iteration 93Q: 23 clusters Score -2.528756e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 907 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 306222 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 9299 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 128292 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 33589 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287656.000000 Penalty: 13195.011719
Iteration 94Q: 23 clusters Score -2.528766e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306336 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 128024 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24456 members 
Mstep: Class 18 contains 33597 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287624.000000 Penalty: 13195.011719
Iteration 95Q: 23 clusters Score -2.528762e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6594 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306425 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 127770 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24492 members 
Mstep: Class 18 contains 33606 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287696.000000 Penalty: 13195.011719
Iteration 96Q: 23 clusters Score -2.52877e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306482 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 2157 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 127557 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24529 members 
Mstep: Class 18 contains 33613 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287714.000000 Penalty: 13195.011719
Iteration 97Q: 23 clusters Score -2.528771e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306568 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 127331 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 33617 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287752.000000 Penalty: 13195.011719
Iteration 98Q: 23 clusters Score -2.528775e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306598 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2661 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 15 contains 127135 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24594 members 
Mstep: Class 18 contains 33617 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287750.000000 Penalty: 13195.011719
Iteration 99Q: 23 clusters Score -2.528775e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306633 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 3320 members 
Mstep: Class 15 contains 126957 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24631 members 
Mstep: Class 18 contains 33608 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287810.000000 Penalty: 13195.011719
Iteration 100F: 23 clusters Score -2.528781e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306643 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 126684 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 33598 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287890.000000 Penalty: 13195.011719
Iteration 101Q: 23 clusters Score -2.528789e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306712 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 9670 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 3676 members 
Mstep: Class 15 contains 126343 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24674 members 
Mstep: Class 18 contains 33587 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287928.000000 Penalty: 13195.011719
Iteration 102Q: 23 clusters Score -2.528793e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 6708 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306810 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 9705 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 3869 members 
Mstep: Class 15 contains 125962 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24689 members 
Mstep: Class 18 contains 33583 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287976.000000 Penalty: 13195.011719
Iteration 103Q: 23 clusters Score -2.528798e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306982 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2633 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 125526 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24694 members 
Mstep: Class 18 contains 33581 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288036.000000 Penalty: 13195.011719
Iteration 104Q: 23 clusters Score -2.528804e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307148 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2628 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 125099 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24699 members 
Mstep: Class 18 contains 33596 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288050.000000 Penalty: 13195.011719
Iteration 105Q: 23 clusters Score -2.528805e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307325 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 124636 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 33620 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288204.000000 Penalty: 13195.011719
Iteration 106Q: 23 clusters Score -2.52882e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307504 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 9914 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 124189 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24689 members 
Mstep: Class 18 contains 33640 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288294.000000 Penalty: 13195.011719
Iteration 107Q: 23 clusters Score -2.528829e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307720 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 123697 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24701 members 
Mstep: Class 18 contains 33655 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1186 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288342.000000 Penalty: 13195.011719
Iteration 108Q: 23 clusters Score -2.528834e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307976 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 123137 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24717 members 
Mstep: Class 18 contains 33678 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288460.000000 Penalty: 13195.011719
Iteration 109Q: 23 clusters Score -2.528846e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 308231 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 2213 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 122573 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24721 members 
Mstep: Class 18 contains 33695 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288462.000000 Penalty: 13195.011719
Iteration 110Q: 23 clusters Score -2.528846e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 308519 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 121982 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24729 members 
Mstep: Class 18 contains 33705 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288590.000000 Penalty: 13195.011719
Iteration 111Q: 23 clusters Score -2.528859e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 6874 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 308799 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 10267 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2211 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 121410 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24752 members 
Mstep: Class 18 contains 33716 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288664.000000 Penalty: 13195.011719
Iteration 112Q: 23 clusters Score -2.528866e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 309099 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 10356 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 120820 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24773 members 
Mstep: Class 18 contains 33728 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288858.000000 Penalty: 13195.011719
Iteration 113Q: 23 clusters Score -2.528886e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 309384 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10432 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 120275 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 33739 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288872.000000 Penalty: 13195.011719
Iteration 114Q: 23 clusters Score -2.528887e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 309669 members 
Mstep: Class 9 contains 590 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 5695 members 
Mstep: Class 15 contains 119766 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24801 members 
Mstep: Class 18 contains 33772 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288910.000000 Penalty: 13195.011719
Iteration 115Q: 23 clusters Score -2.528891e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 918 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 309978 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10565 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 119240 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 33804 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289026.000000 Penalty: 13195.011719
Iteration 116Q: 23 clusters Score -2.528903e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 6722 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 310281 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 2260 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 118747 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 33834 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1480 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289204.000000 Penalty: 13195.011719
Iteration 117Q: 23 clusters Score -2.52892e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 310619 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 5918 members 
Mstep: Class 15 contains 118265 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24801 members 
Mstep: Class 18 contains 33855 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289344.000000 Penalty: 13195.011719
Iteration 118Q: 23 clusters Score -2.528934e+07 nChanged 880
Entering ConstructFrom: 
Score: -25289344.000000 Penalty: 13195.011719
Entering ConstructFrom: 
Trying to split cluster 1 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -315168.625000 Penalty: 401.882721
	Iteration 0F: 2 clusters Score -315168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -310569.343750 Penalty: 803.765442
	Iteration 0F: 3 clusters Score -310569.3 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -312227.593750 Penalty: 803.765442
	Iteration 1F: 3 clusters Score -312227.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -312341.000000 Penalty: 803.765442
	Iteration 2Q: 3 clusters Score -312341 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -312432.656250 Penalty: 803.765442
	Iteration 3Q: 3 clusters Score -312432.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -312543.906250 Penalty: 803.765442
	Iteration 4Q: 3 clusters Score -312543.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -312701.093750 Penalty: 803.765442
	Iteration 5Q: 3 clusters Score -312701.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -312923.687500 Penalty: 803.765442
	Iteration 6F: 3 clusters Score -312923.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -313198.187500 Penalty: 803.765442
	Iteration 7F: 3 clusters Score -313198.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -313568.687500 Penalty: 803.765442
	Iteration 8F: 3 clusters Score -313568.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -313927.375000 Penalty: 803.765442
	Iteration 9F: 3 clusters Score -313927.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -314246.093750 Penalty: 803.765442
	Iteration 10F: 3 clusters Score -314246.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -314498.281250 Penalty: 803.765442
	Iteration 11Q: 3 clusters Score -314498.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -314628.125000 Penalty: 803.765442
	Iteration 12Q: 3 clusters Score -314628.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -314707.250000 Penalty: 803.765442
	Iteration 13Q: 3 clusters Score -314707.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -314750.593750 Penalty: 803.765442
	Iteration 14Q: 3 clusters Score -314750.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -314776.906250 Penalty: 803.765442
	Iteration 15Q: 3 clusters Score -314776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -314793.093750 Penalty: 803.765442
	Iteration 16Q: 3 clusters Score -314793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -314805.656250 Penalty: 803.765442
	Iteration 17Q: 3 clusters Score -314805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -314817.062500 Penalty: 803.765442
	Iteration 18Q: 3 clusters Score -314817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -314819.218750 Penalty: 803.765442
	Iteration 19Q: 3 clusters Score -314819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -314821.718750 Penalty: 803.765442
	Iteration 20F: 3 clusters Score -314821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -314826.656250 Penalty: 803.765442
	Iteration 21Q: 3 clusters Score -314826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -314827.843750 Penalty: 803.765442
	Iteration 22Q: 3 clusters Score -314827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -314828.875000 Penalty: 803.765442
	Iteration 23Q: 3 clusters Score -314828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -314831.281250 Penalty: 803.765442
	Iteration 24Q: 3 clusters Score -314831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -314831.281250 Penalty: 803.765442
	Iteration 25F: 3 clusters Score -314831.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7503.374512 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7503.375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7573.032715 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7573.033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7582.545410 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -7582.545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7591.181641 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7591.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7592.059570 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7592.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7592.059570 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -7592.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -10131.266602 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -10131.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9823.097656 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -9823.098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9953.757812 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -9953.758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9965.910156 Penalty: 504.611145
	Iteration 2Q: 3 clusters Score -9965.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9979.724609 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -9979.725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9994.815430 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -9994.815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9997.061523 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -9997.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9997.674805 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -9997.675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9998.141602 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -9998.142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10000.994141 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -10000.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10002.614258 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -10002.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10003.248047 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -10003.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10003.248047 Penalty: 504.611145
	Iteration 11F: 3 clusters Score -10003.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -42116.203125 Penalty: 312.350555
	Iteration 0F: 2 clusters Score -42116.2 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 493 members 
Entering Unmasked Estep 
Score: -41380.964844 Penalty: 624.701111
	Iteration 0F: 3 clusters Score -41380.96 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41671.695312 Penalty: 624.701111
	Iteration 1F: 3 clusters Score -41671.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -41778.062500 Penalty: 624.701111
	Iteration 2F: 3 clusters Score -41778.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -41852.218750 Penalty: 624.701111
	Iteration 3F: 3 clusters Score -41852.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -41900.550781 Penalty: 624.701111
	Iteration 4F: 3 clusters Score -41900.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -41948.015625 Penalty: 624.701111
	Iteration 5Q: 3 clusters Score -41948.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -41976.515625 Penalty: 624.701111
	Iteration 6Q: 3 clusters Score -41976.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -41988.347656 Penalty: 624.701111
	Iteration 7Q: 3 clusters Score -41988.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -41993.613281 Penalty: 624.701111
	Iteration 8Q: 3 clusters Score -41993.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -42000.367188 Penalty: 624.701111
	Iteration 9Q: 3 clusters Score -42000.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -42005.480469 Penalty: 624.701111
	Iteration 10Q: 3 clusters Score -42005.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -42008.648438 Penalty: 624.701111
	Iteration 11Q: 3 clusters Score -42008.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -42009.457031 Penalty: 624.701111
	Iteration 12Q: 3 clusters Score -42009.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -42009.976562 Penalty: 624.701111
	Iteration 13Q: 3 clusters Score -42009.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -42010.753906 Penalty: 624.701111
	Iteration 14Q: 3 clusters Score -42010.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -42011.136719 Penalty: 624.701111
	Iteration 15Q: 3 clusters Score -42011.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -42011.625000 Penalty: 624.701111
	Iteration 16Q: 3 clusters Score -42011.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -42011.625000 Penalty: 624.701111
	Iteration 17F: 3 clusters Score -42011.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -315942.906250 Penalty: 400.569458
	Iteration 0F: 2 clusters Score -315942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -311444.093750 Penalty: 801.138916
	Iteration 0F: 3 clusters Score -311444.1 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -313096.531250 Penalty: 801.138916
	Iteration 1F: 3 clusters Score -313096.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -313208.187500 Penalty: 801.138916
	Iteration 2F: 3 clusters Score -313208.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -313300.687500 Penalty: 801.138916
	Iteration 3Q: 3 clusters Score -313300.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -313397.625000 Penalty: 801.138916
	Iteration 4Q: 3 clusters Score -313397.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -313513.343750 Penalty: 801.138916
	Iteration 5Q: 3 clusters Score -313513.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -313658.500000 Penalty: 801.138916
	Iteration 6Q: 3 clusters Score -313658.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -313814.500000 Penalty: 801.138916
	Iteration 7Q: 3 clusters Score -313814.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -313984.656250 Penalty: 801.138916
	Iteration 8Q: 3 clusters Score -313984.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -314186.093750 Penalty: 801.138916
	Iteration 9Q: 3 clusters Score -314186.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -314400.656250 Penalty: 801.138916
	Iteration 10Q: 3 clusters Score -314400.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -314551.593750 Penalty: 801.138916
	Iteration 11Q: 3 clusters Score -314551.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -314622.312500 Penalty: 801.138916
	Iteration 12Q: 3 clusters Score -314622.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -314670.906250 Penalty: 801.138916
	Iteration 13Q: 3 clusters Score -314670.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -314707.343750 Penalty: 801.138916
	Iteration 14Q: 3 clusters Score -314707.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -314741.031250 Penalty: 801.138916
	Iteration 15Q: 3 clusters Score -314741 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -314781.843750 Penalty: 801.138916
	Iteration 16Q: 3 clusters Score -314781.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -314820.531250 Penalty: 801.138916
	Iteration 17Q: 3 clusters Score -314820.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -314849.062500 Penalty: 801.138916
	Iteration 18Q: 3 clusters Score -314849.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -314880.468750 Penalty: 801.138916
	Iteration 19Q: 3 clusters Score -314880.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -314922.375000 Penalty: 801.138916
	Iteration 20F: 3 clusters Score -314922.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -314974.031250 Penalty: 801.138916
	Iteration 21Q: 3 clusters Score -314974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -315021.062500 Penalty: 801.138916
	Iteration 22Q: 3 clusters Score -315021.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -315060.625000 Penalty: 801.138916
	Iteration 23Q: 3 clusters Score -315060.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -315096.531250 Penalty: 801.138916
	Iteration 24Q: 3 clusters Score -315096.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -315134.937500 Penalty: 801.138916
	Iteration 25Q: 3 clusters Score -315134.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -315173.093750 Penalty: 801.138916
	Iteration 26Q: 3 clusters Score -315173.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -315211.687500 Penalty: 801.138916
	Iteration 27Q: 3 clusters Score -315211.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -315244.031250 Penalty: 801.138916
	Iteration 28Q: 3 clusters Score -315244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -315292.375000 Penalty: 801.138916
	Iteration 29Q: 3 clusters Score -315292.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -315338.500000 Penalty: 801.138916
	Iteration 30Q: 3 clusters Score -315338.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -315378.968750 Penalty: 801.138916
	Iteration 31Q: 3 clusters Score -315379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -315416.062500 Penalty: 801.138916
	Iteration 32Q: 3 clusters Score -315416.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -315454.812500 Penalty: 801.138916
	Iteration 33Q: 3 clusters Score -315454.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -315497.937500 Penalty: 801.138916
	Iteration 34Q: 3 clusters Score -315497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -315529.281250 Penalty: 801.138916
	Iteration 35Q: 3 clusters Score -315529.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -315551.687500 Penalty: 801.138916
	Iteration 36Q: 3 clusters Score -315551.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -315573.406250 Penalty: 801.138916
	Iteration 37Q: 3 clusters Score -315573.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -315594.093750 Penalty: 801.138916
	Iteration 38Q: 3 clusters Score -315594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -315604.500000 Penalty: 801.138916
	Iteration 39Q: 3 clusters Score -315604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -315610.250000 Penalty: 801.138916
	Iteration 40F: 3 clusters Score -315610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -315612.406250 Penalty: 801.138916
	Iteration 41Q: 3 clusters Score -315612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -315615.093750 Penalty: 801.138916
	Iteration 42Q: 3 clusters Score -315615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -315618.187500 Penalty: 801.138916
	Iteration 43Q: 3 clusters Score -315618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -315620.718750 Penalty: 801.138916
	Iteration 44Q: 3 clusters Score -315620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -315623.437500 Penalty: 801.138916
	Iteration 45Q: 3 clusters Score -315623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -315625.000000 Penalty: 801.138916
	Iteration 46Q: 3 clusters Score -315625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -315625.000000 Penalty: 801.138916
	Iteration 47F: 3 clusters Score -315625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -94219.632812 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -94219.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -92833.312500 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -92833.31 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -93255.640625 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -93255.64 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -93338.351562 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -93338.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -93402.718750 Penalty: 686.486023
	Iteration 3F: 3 clusters Score -93402.72 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -93460.242188 Penalty: 686.486023
	Iteration 4Q: 3 clusters Score -93460.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -93516.218750 Penalty: 686.486023
	Iteration 5Q: 3 clusters Score -93516.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -93559.328125 Penalty: 686.486023
	Iteration 6Q: 3 clusters Score -93559.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -93598.929688 Penalty: 686.486023
	Iteration 7Q: 3 clusters Score -93598.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -93631.859375 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -93631.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -93651.914062 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -93651.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -93666.890625 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -93666.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -93676.093750 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -93676.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -93684.085938 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -93684.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -93690.671875 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -93690.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -93697.437500 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -93697.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -93705.335938 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -93705.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -93714.531250 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -93714.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -93725.179688 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -93725.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93732.695312 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -93732.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -93742.710938 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -93742.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -93752.054688 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -93752.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -93761.281250 Penalty: 686.486023
	Iteration 21Q: 3 clusters Score -93761.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -93777.429688 Penalty: 686.486023
	Iteration 22Q: 3 clusters Score -93777.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -93793.484375 Penalty: 686.486023
	Iteration 23Q: 3 clusters Score -93793.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -93803.562500 Penalty: 686.486023
	Iteration 24Q: 3 clusters Score -93803.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -93811.632812 Penalty: 686.486023
	Iteration 25Q: 3 clusters Score -93811.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -93819.812500 Penalty: 686.486023
	Iteration 26Q: 3 clusters Score -93819.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -93826.070312 Penalty: 686.486023
	Iteration 27Q: 3 clusters Score -93826.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -93829.148438 Penalty: 686.486023
	Iteration 28Q: 3 clusters Score -93829.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -93831.578125 Penalty: 686.486023
	Iteration 29Q: 3 clusters Score -93831.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -93833.210938 Penalty: 686.486023
	Iteration 30Q: 3 clusters Score -93833.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -93834.515625 Penalty: 686.486023
	Iteration 31Q: 3 clusters Score -93834.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -93834.882812 Penalty: 686.486023
	Iteration 32Q: 3 clusters Score -93834.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -93835.460938 Penalty: 686.486023
	Iteration 33Q: 3 clusters Score -93835.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -93837.062500 Penalty: 686.486023
	Iteration 34Q: 3 clusters Score -93837.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -93837.992188 Penalty: 686.486023
	Iteration 35Q: 3 clusters Score -93837.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -93840.390625 Penalty: 686.486023
	Iteration 36Q: 3 clusters Score -93840.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -93841.546875 Penalty: 686.486023
	Iteration 37Q: 3 clusters Score -93841.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -93844.875000 Penalty: 686.486023
	Iteration 38Q: 3 clusters Score -93844.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -93848.640625 Penalty: 686.486023
	Iteration 39Q: 3 clusters Score -93848.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -93855.687500 Penalty: 686.486023
	Iteration 40F: 3 clusters Score -93855.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -93862.937500 Penalty: 686.486023
	Iteration 41Q: 3 clusters Score -93862.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -93870.023438 Penalty: 686.486023
	Iteration 42Q: 3 clusters Score -93870.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -93881.414062 Penalty: 686.486023
	Iteration 43Q: 3 clusters Score -93881.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -93895.312500 Penalty: 686.486023
	Iteration 44Q: 3 clusters Score -93895.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -93905.734375 Penalty: 686.486023
	Iteration 45Q: 3 clusters Score -93905.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -93912.101562 Penalty: 686.486023
	Iteration 46Q: 3 clusters Score -93912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -93914.390625 Penalty: 686.486023
	Iteration 47Q: 3 clusters Score -93914.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -93916.820312 Penalty: 686.486023
	Iteration 48Q: 3 clusters Score -93916.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -93921.882812 Penalty: 686.486023
	Iteration 49Q: 3 clusters Score -93921.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -93928.265625 Penalty: 686.486023
	Iteration 50Q: 3 clusters Score -93928.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -93936.835938 Penalty: 686.486023
	Iteration 51Q: 3 clusters Score -93936.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -93945.593750 Penalty: 686.486023
	Iteration 52Q: 3 clusters Score -93945.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -93953.937500 Penalty: 686.486023
	Iteration 53Q: 3 clusters Score -93953.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -93960.250000 Penalty: 686.486023
	Iteration 54Q: 3 clusters Score -93960.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -93962.117188 Penalty: 686.486023
	Iteration 55Q: 3 clusters Score -93962.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -93962.507812 Penalty: 686.486023
	Iteration 56Q: 3 clusters Score -93962.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -93962.507812 Penalty: 686.486023
	Iteration 57F: 3 clusters Score -93962.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -17130.431641 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -17130.43 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 170 members 
Entering Unmasked Estep 
Score: -16708.167969 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -16708.17 nChanged 119
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: -16794.234375 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -16794.23 nChanged 35
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: -16835.138672 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -16835.14 nChanged 28
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: -16869.429688 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -16869.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16888.082031 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -16888.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16897.234375 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -16897.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16899.132812 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -16899.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16899.132812 Penalty: 538.128784
	Iteration 7F: 3 clusters Score -16899.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (310925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310925 members 
Entering Unmasked Estep 
Score: -15199117.000000 Penalty: 575.452515
	Iteration 0F: 2 clusters Score -1.519912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155527 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -15006273.000000 Penalty: 1150.905029
	Iteration 0F: 3 clusters Score -1.500627e+07 nChanged 153113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 152209 members 
Entering Unmasked Estep 
Score: -15102494.000000 Penalty: 1150.905029
	Iteration 1F: 3 clusters Score -1.510249e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160949 members 
Mstep: Class 2 contains 149976 members 
Entering Unmasked Estep 
Score: -15108495.000000 Penalty: 1150.905029
	Iteration 2Q: 3 clusters Score -1.51085e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -15118170.000000 Penalty: 1150.905029
	Iteration 3F: 3 clusters Score -1.511817e+07 nChanged 19710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166332 members 
Mstep: Class 2 contains 144593 members 
Entering Unmasked Estep 
Score: -15133217.000000 Penalty: 1150.905029
	Iteration 4F: 3 clusters Score -1.513322e+07 nChanged 21968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 142433 members 
Entering Unmasked Estep 
Score: -15151701.000000 Penalty: 1150.905029
	Iteration 5F: 3 clusters Score -1.51517e+07 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 141073 members 
Entering Unmasked Estep 
Score: -15165116.000000 Penalty: 1150.905029
	Iteration 6F: 3 clusters Score -1.516512e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -15169922.000000 Penalty: 1150.905029
	Iteration 7Q: 3 clusters Score -1.516992e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171691 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -15171402.000000 Penalty: 1150.905029
	Iteration 8Q: 3 clusters Score -1.51714e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172910 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -15172198.000000 Penalty: 1150.905029
	Iteration 9Q: 3 clusters Score -1.51722e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -15173011.000000 Penalty: 1150.905029
	Iteration 10Q: 3 clusters Score -1.517301e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 134732 members 
Entering Unmasked Estep 
Score: -15173773.000000 Penalty: 1150.905029
	Iteration 11Q: 3 clusters Score -1.517377e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 132628 members 
Entering Unmasked Estep 
Score: -15174544.000000 Penalty: 1150.905029
	Iteration 12Q: 3 clusters Score -1.517454e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180783 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -15175608.000000 Penalty: 1150.905029
	Iteration 13Q: 3 clusters Score -1.517561e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -15176783.000000 Penalty: 1150.905029
	Iteration 14Q: 3 clusters Score -1.517678e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186626 members 
Mstep: Class 2 contains 124299 members 
Entering Unmasked Estep 
Score: -15177964.000000 Penalty: 1150.905029
	Iteration 15Q: 3 clusters Score -1.517796e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189799 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -15179335.000000 Penalty: 1150.905029
	Iteration 16Q: 3 clusters Score -1.517934e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193039 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -15180498.000000 Penalty: 1150.905029
	Iteration 17Q: 3 clusters Score -1.51805e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -15181805.000000 Penalty: 1150.905029
	Iteration 18Q: 3 clusters Score -1.51818e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
Score: -15182855.000000 Penalty: 1150.905029
	Iteration 19Q: 3 clusters Score -1.518286e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203107 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -15183623.000000 Penalty: 1150.905029
	Iteration 20F: 3 clusters Score -1.518362e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206300 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -15184397.000000 Penalty: 1150.905029
	Iteration 21Q: 3 clusters Score -1.51844e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209467 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -15185148.000000 Penalty: 1150.905029
	Iteration 22Q: 3 clusters Score -1.518515e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212616 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -15185762.000000 Penalty: 1150.905029
	Iteration 23Q: 3 clusters Score -1.518576e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215575 members 
Mstep: Class 2 contains 95350 members 
Entering Unmasked Estep 
Score: -15186418.000000 Penalty: 1150.905029
	Iteration 24Q: 3 clusters Score -1.518642e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218552 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -15186929.000000 Penalty: 1150.905029
	Iteration 25Q: 3 clusters Score -1.518693e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221447 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -15187364.000000 Penalty: 1150.905029
	Iteration 26Q: 3 clusters Score -1.518736e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224314 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -15187953.000000 Penalty: 1150.905029
	Iteration 27Q: 3 clusters Score -1.518795e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227190 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -15188537.000000 Penalty: 1150.905029
	Iteration 28Q: 3 clusters Score -1.518854e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229974 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -15189129.000000 Penalty: 1150.905029
	Iteration 29Q: 3 clusters Score -1.518913e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232767 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -15189745.000000 Penalty: 1150.905029
	Iteration 30Q: 3 clusters Score -1.518974e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235596 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -15190310.000000 Penalty: 1150.905029
	Iteration 31Q: 3 clusters Score -1.519031e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238447 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -15190778.000000 Penalty: 1150.905029
	Iteration 32Q: 3 clusters Score -1.519078e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241263 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -15191413.000000 Penalty: 1150.905029
	Iteration 33Q: 3 clusters Score -1.519141e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243954 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -15192120.000000 Penalty: 1150.905029
	Iteration 34Q: 3 clusters Score -1.519212e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246584 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -15192849.000000 Penalty: 1150.905029
	Iteration 35Q: 3 clusters Score -1.519285e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249226 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -15193531.000000 Penalty: 1150.905029
	Iteration 36Q: 3 clusters Score -1.519353e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251813 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -15194113.000000 Penalty: 1150.905029
	Iteration 37Q: 3 clusters Score -1.519411e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254280 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -15194550.000000 Penalty: 1150.905029
	Iteration 38Q: 3 clusters Score -1.519455e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256754 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -15195047.000000 Penalty: 1150.905029
	Iteration 39Q: 3 clusters Score -1.519505e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259190 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -15195393.000000 Penalty: 1150.905029
	Iteration 40F: 3 clusters Score -1.519539e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261488 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -15195850.000000 Penalty: 1150.905029
	Iteration 41Q: 3 clusters Score -1.519585e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263716 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -15196202.000000 Penalty: 1150.905029
	Iteration 42Q: 3 clusters Score -1.51962e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265818 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -15196414.000000 Penalty: 1150.905029
	Iteration 43Q: 3 clusters Score -1.519641e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267963 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -15196735.000000 Penalty: 1150.905029
	Iteration 44Q: 3 clusters Score -1.519674e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270036 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -15196992.000000 Penalty: 1150.905029
	Iteration 45Q: 3 clusters Score -1.519699e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272004 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -15197453.000000 Penalty: 1150.905029
	Iteration 46Q: 3 clusters Score -1.519745e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273901 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -15197740.000000 Penalty: 1150.905029
	Iteration 47Q: 3 clusters Score -1.519774e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275661 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -15198097.000000 Penalty: 1150.905029
	Iteration 48Q: 3 clusters Score -1.51981e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277321 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -15198460.000000 Penalty: 1150.905029
	Iteration 49Q: 3 clusters Score -1.519846e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278963 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -15198765.000000 Penalty: 1150.905029
	Iteration 50Q: 3 clusters Score -1.519876e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280607 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -15199244.000000 Penalty: 1150.905029
	Iteration 51Q: 3 clusters Score -1.519924e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282206 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -15199581.000000 Penalty: 1150.905029
	Iteration 52Q: 3 clusters Score -1.519958e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283767 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -15199852.000000 Penalty: 1150.905029
	Iteration 53Q: 3 clusters Score -1.519985e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285234 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -15200192.000000 Penalty: 1150.905029
	Iteration 54Q: 3 clusters Score -1.520019e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286647 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -15200478.000000 Penalty: 1150.905029
	Iteration 55Q: 3 clusters Score -1.520048e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288009 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -15200679.000000 Penalty: 1150.905029
	Iteration 56Q: 3 clusters Score -1.520068e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289383 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -15200920.000000 Penalty: 1150.905029
	Iteration 57Q: 3 clusters Score -1.520092e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290727 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -15201073.000000 Penalty: 1150.905029
	Iteration 58Q: 3 clusters Score -1.520107e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291974 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -15201072.000000 Penalty: 1150.905029
	Iteration 59Q: 3 clusters Score -1.520107e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293076 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -15201286.000000 Penalty: 1150.905029
	Iteration 60F: 3 clusters Score -1.520129e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294118 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -15201502.000000 Penalty: 1150.905029
	Iteration 61Q: 3 clusters Score -1.52015e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295160 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -15201459.000000 Penalty: 1150.905029
	Iteration 62Q: 3 clusters Score -1.520146e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296119 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -15201505.000000 Penalty: 1150.905029
	Iteration 63Q: 3 clusters Score -1.52015e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296958 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -15201597.000000 Penalty: 1150.905029
	Iteration 64Q: 3 clusters Score -1.52016e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297672 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -15201608.000000 Penalty: 1150.905029
	Iteration 65Q: 3 clusters Score -1.520161e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298283 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -15201567.000000 Penalty: 1150.905029
	Iteration 66Q: 3 clusters Score -1.520157e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298846 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -15201570.000000 Penalty: 1150.905029
	Iteration 67Q: 3 clusters Score -1.520157e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299395 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -15201565.000000 Penalty: 1150.905029
	Iteration 68Q: 3 clusters Score -1.520156e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299905 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -15201493.000000 Penalty: 1150.905029
	Iteration 69Q: 3 clusters Score -1.520149e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300367 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -15201514.000000 Penalty: 1150.905029
	Iteration 70Q: 3 clusters Score -1.520151e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300789 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -15201547.000000 Penalty: 1150.905029
	Iteration 71Q: 3 clusters Score -1.520155e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301168 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -15201557.000000 Penalty: 1150.905029
	Iteration 72Q: 3 clusters Score -1.520156e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301484 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -15201514.000000 Penalty: 1150.905029
	Iteration 73Q: 3 clusters Score -1.520151e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301770 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -15201466.000000 Penalty: 1150.905029
	Iteration 74Q: 3 clusters Score -1.520147e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302038 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -15201416.000000 Penalty: 1150.905029
	Iteration 75Q: 3 clusters Score -1.520142e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302293 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -15201450.000000 Penalty: 1150.905029
	Iteration 76Q: 3 clusters Score -1.520145e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302529 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -15201409.000000 Penalty: 1150.905029
	Iteration 77Q: 3 clusters Score -1.520141e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302755 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -15201388.000000 Penalty: 1150.905029
	Iteration 78Q: 3 clusters Score -1.520139e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302943 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -15201314.000000 Penalty: 1150.905029
	Iteration 79Q: 3 clusters Score -1.520131e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303112 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -15201298.000000 Penalty: 1150.905029
	Iteration 80F: 3 clusters Score -1.52013e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303276 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -15201284.000000 Penalty: 1150.905029
	Iteration 81Q: 3 clusters Score -1.520128e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303437 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -15201252.000000 Penalty: 1150.905029
	Iteration 82Q: 3 clusters Score -1.520125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303565 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -15201246.000000 Penalty: 1150.905029
	Iteration 83Q: 3 clusters Score -1.520125e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303687 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -15201230.000000 Penalty: 1150.905029
	Iteration 84Q: 3 clusters Score -1.520123e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303819 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -15201203.000000 Penalty: 1150.905029
	Iteration 85Q: 3 clusters Score -1.52012e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303918 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -15201185.000000 Penalty: 1150.905029
	Iteration 86Q: 3 clusters Score -1.520118e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303986 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -15201145.000000 Penalty: 1150.905029
	Iteration 87Q: 3 clusters Score -1.520114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304052 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -15201093.000000 Penalty: 1150.905029
	Iteration 88Q: 3 clusters Score -1.520109e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304105 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -15201102.000000 Penalty: 1150.905029
	Iteration 89Q: 3 clusters Score -1.52011e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304163 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -15201081.000000 Penalty: 1150.905029
	Iteration 90Q: 3 clusters Score -1.520108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304220 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -15201041.000000 Penalty: 1150.905029
	Iteration 91Q: 3 clusters Score -1.520104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304285 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -15201029.000000 Penalty: 1150.905029
	Iteration 92Q: 3 clusters Score -1.520103e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304341 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -15201031.000000 Penalty: 1150.905029
	Iteration 93Q: 3 clusters Score -1.520103e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304398 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -15201033.000000 Penalty: 1150.905029
	Iteration 94Q: 3 clusters Score -1.520103e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304456 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -15201047.000000 Penalty: 1150.905029
	Iteration 95Q: 3 clusters Score -1.520105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304497 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -15201058.000000 Penalty: 1150.905029
	Iteration 96Q: 3 clusters Score -1.520106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304523 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -15201038.000000 Penalty: 1150.905029
	Iteration 97Q: 3 clusters Score -1.520104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304554 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -15201025.000000 Penalty: 1150.905029
	Iteration 98Q: 3 clusters Score -1.520102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304582 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -15201020.000000 Penalty: 1150.905029
	Iteration 99Q: 3 clusters Score -1.520102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304608 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -15201018.000000 Penalty: 1150.905029
	Iteration 100F: 3 clusters Score -1.520102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304635 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -15201006.000000 Penalty: 1150.905029
	Iteration 101Q: 3 clusters Score -1.520101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304664 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -15200980.000000 Penalty: 1150.905029
	Iteration 102Q: 3 clusters Score -1.520098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304686 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -15200987.000000 Penalty: 1150.905029
	Iteration 103Q: 3 clusters Score -1.520099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304701 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -15200998.000000 Penalty: 1150.905029
	Iteration 104Q: 3 clusters Score -1.5201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304716 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -15200997.000000 Penalty: 1150.905029
	Iteration 105Q: 3 clusters Score -1.5201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304732 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -15201014.000000 Penalty: 1150.905029
	Iteration 106Q: 3 clusters Score -1.520101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304748 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -15201000.000000 Penalty: 1150.905029
	Iteration 107Q: 3 clusters Score -1.5201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304762 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -15200998.000000 Penalty: 1150.905029
	Iteration 108Q: 3 clusters Score -1.5201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304772 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -15200988.000000 Penalty: 1150.905029
	Iteration 109Q: 3 clusters Score -1.520099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304785 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -15200987.000000 Penalty: 1150.905029
	Iteration 110Q: 3 clusters Score -1.520099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304794 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -15200983.000000 Penalty: 1150.905029
	Iteration 111Q: 3 clusters Score -1.520098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304807 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -15200986.000000 Penalty: 1150.905029
	Iteration 112Q: 3 clusters Score -1.520099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304816 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -15200991.000000 Penalty: 1150.905029
	Iteration 113Q: 3 clusters Score -1.520099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304824 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -15200986.000000 Penalty: 1150.905029
	Iteration 114Q: 3 clusters Score -1.520099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304831 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -15200993.000000 Penalty: 1150.905029
	Iteration 115Q: 3 clusters Score -1.520099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304839 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -15200988.000000 Penalty: 1150.905029
	Iteration 116Q: 3 clusters Score -1.520099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304847 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -15200985.000000 Penalty: 1150.905029
	Iteration 117Q: 3 clusters Score -1.520098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304852 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -15200987.000000 Penalty: 1150.905029
	Iteration 118Q: 3 clusters Score -1.520099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304857 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -15200975.000000 Penalty: 1150.905029
	Iteration 119Q: 3 clusters Score -1.520098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304862 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -15200963.000000 Penalty: 1150.905029
	Iteration 120F: 3 clusters Score -1.520096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304868 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -15200964.000000 Penalty: 1150.905029
	Iteration 121Q: 3 clusters Score -1.520096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304873 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -15200954.000000 Penalty: 1150.905029
	Iteration 122Q: 3 clusters Score -1.520095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304879 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -15200952.000000 Penalty: 1150.905029
	Iteration 123Q: 3 clusters Score -1.520095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304887 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -15200939.000000 Penalty: 1150.905029
	Iteration 124Q: 3 clusters Score -1.520094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304893 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -15200943.000000 Penalty: 1150.905029
	Iteration 125Q: 3 clusters Score -1.520094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304901 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -15200933.000000 Penalty: 1150.905029
	Iteration 126Q: 3 clusters Score -1.520093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304908 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -15200945.000000 Penalty: 1150.905029
	Iteration 127Q: 3 clusters Score -1.520094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304911 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -15200940.000000 Penalty: 1150.905029
	Iteration 128Q: 3 clusters Score -1.520094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304913 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -15200949.000000 Penalty: 1150.905029
	Iteration 129Q: 3 clusters Score -1.520095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304914 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -15200948.000000 Penalty: 1150.905029
	Iteration 130Q: 3 clusters Score -1.520095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304914 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -15200948.000000 Penalty: 1150.905029
	Iteration 131F: 3 clusters Score -1.520095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 6659 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 304914 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 117836 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 225 members 
Mstep: Class 23 contains 6011 members 
Entering Unmasked Estep 
Score: -25291294.000000 Penalty: 13794.784180
Splitting cluster 8 changes total score from -25289344.000000 to -25291294.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -31639.697266 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -31639.7 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 289 members 
Entering Unmasked Estep 
Score: -31089.896484 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -31089.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31219.341797 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -31219.34 nChanged 37
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: -31236.671875 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -31236.67 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: -31246.878906 Penalty: 580.745239
	Iteration 3Q: 3 clusters Score -31246.88 nChanged 12
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: -31251.871094 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -31251.87 nChanged 11
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: -31260.250000 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -31260.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31264.730469 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -31264.73 nChanged 6
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: -31267.386719 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -31267.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31271.054688 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -31271.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31272.306641 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -31272.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31274.083984 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -31274.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31274.083984 Penalty: 580.745239
	Iteration 11F: 3 clusters Score -31274.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Entering Unmasked Estep 
Score: -554564.625000 Penalty: 422.432953
	Iteration 0F: 2 clusters Score -554564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -547298.937500 Penalty: 844.865906
	Iteration 0F: 3 clusters Score -547298.9 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -550240.125000 Penalty: 844.865906
	Iteration 1F: 3 clusters Score -550240.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -550644.875000 Penalty: 844.865906
	Iteration 2F: 3 clusters Score -550644.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -551299.562500 Penalty: 844.865906
	Iteration 3F: 3 clusters Score -551299.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -552194.562500 Penalty: 844.865906
	Iteration 4F: 3 clusters Score -552194.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -553035.000000 Penalty: 844.865906
	Iteration 5F: 3 clusters Score -553035 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -553523.250000 Penalty: 844.865906
	Iteration 6F: 3 clusters Score -553523.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -553742.875000 Penalty: 844.865906
	Iteration 7Q: 3 clusters Score -553742.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -553843.687500 Penalty: 844.865906
	Iteration 8Q: 3 clusters Score -553843.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -553920.625000 Penalty: 844.865906
	Iteration 9Q: 3 clusters Score -553920.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -553999.375000 Penalty: 844.865906
	Iteration 10Q: 3 clusters Score -553999.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -554078.000000 Penalty: 844.865906
	Iteration 11Q: 3 clusters Score -554078 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -554162.500000 Penalty: 844.865906
	Iteration 12Q: 3 clusters Score -554162.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -554225.500000 Penalty: 844.865906
	Iteration 13Q: 3 clusters Score -554225.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -554273.187500 Penalty: 844.865906
	Iteration 14Q: 3 clusters Score -554273.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -554307.250000 Penalty: 844.865906
	Iteration 15Q: 3 clusters Score -554307.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -554324.812500 Penalty: 844.865906
	Iteration 16Q: 3 clusters Score -554324.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -554337.500000 Penalty: 844.865906
	Iteration 17Q: 3 clusters Score -554337.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -554347.187500 Penalty: 844.865906
	Iteration 18Q: 3 clusters Score -554347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -554351.062500 Penalty: 844.865906
	Iteration 19Q: 3 clusters Score -554351.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -554356.312500 Penalty: 844.865906
	Iteration 20F: 3 clusters Score -554356.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -554359.312500 Penalty: 844.865906
	Iteration 21Q: 3 clusters Score -554359.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -554361.437500 Penalty: 844.865906
	Iteration 22Q: 3 clusters Score -554361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -554364.062500 Penalty: 844.865906
	Iteration 23Q: 3 clusters Score -554364.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -554366.562500 Penalty: 844.865906
	Iteration 24Q: 3 clusters Score -554366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -554365.875000 Penalty: 844.865906
	Iteration 25Q: 3 clusters Score -554365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -554365.812500 Penalty: 844.865906
	Iteration 26Q: 3 clusters Score -554365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -554365.562500 Penalty: 844.865906
	Iteration 27Q: 3 clusters Score -554365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -554366.250000 Penalty: 844.865906
	Iteration 28Q: 3 clusters Score -554366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -554367.187500 Penalty: 844.865906
	Iteration 29Q: 3 clusters Score -554367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -554366.937500 Penalty: 844.865906
	Iteration 30Q: 3 clusters Score -554366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -554367.437500 Penalty: 844.865906
	Iteration 31Q: 3 clusters Score -554367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -554366.625000 Penalty: 844.865906
	Iteration 32Q: 3 clusters Score -554366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -554366.437500 Penalty: 844.865906
	Iteration 33Q: 3 clusters Score -554366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -554366.500000 Penalty: 844.865906
	Iteration 34Q: 3 clusters Score -554366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -554365.375000 Penalty: 844.865906
	Iteration 35Q: 3 clusters Score -554365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -554365.750000 Penalty: 844.865906
	Iteration 36Q: 3 clusters Score -554365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -554366.937500 Penalty: 844.865906
	Iteration 37Q: 3 clusters Score -554366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -554367.812500 Penalty: 844.865906
	Iteration 38Q: 3 clusters Score -554367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -554368.437500 Penalty: 844.865906
	Iteration 39Q: 3 clusters Score -554368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -554368.125000 Penalty: 844.865906
	Iteration 40F: 3 clusters Score -554368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -554367.437500 Penalty: 844.865906
	Iteration 41Q: 3 clusters Score -554367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -554368.875000 Penalty: 844.865906
	Iteration 42Q: 3 clusters Score -554368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -554368.937500 Penalty: 844.865906
	Iteration 43Q: 3 clusters Score -554368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -554368.187500 Penalty: 844.865906
	Iteration 44Q: 3 clusters Score -554368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -554367.437500 Penalty: 844.865906
	Iteration 45Q: 3 clusters Score -554367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -554367.437500 Penalty: 844.865906
	Iteration 46F: 3 clusters Score -554367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39813.914062 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39813.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39121.957031 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39121.96 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39369.707031 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39369.71 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39486.515625 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39486.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39579.402344 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39579.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39632.832031 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39632.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39679.218750 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -39679.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39736.363281 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39736.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39772.332031 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39772.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39789.718750 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39789.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39801.863281 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39801.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39809.347656 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39809.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39813.277344 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39813.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39813.886719 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39813.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39813.886719 Penalty: 614.243774
	Iteration 13F: 3 clusters Score -39813.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -131031.460938 Penalty: 357.497772
	Iteration 0F: 2 clusters Score -131031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -129194.015625 Penalty: 714.995544
	Iteration 0F: 3 clusters Score -129194 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -129777.382812 Penalty: 714.995544
	Iteration 1F: 3 clusters Score -129777.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -129831.671875 Penalty: 714.995544
	Iteration 2F: 3 clusters Score -129831.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -129882.742188 Penalty: 714.995544
	Iteration 3Q: 3 clusters Score -129882.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -129946.273438 Penalty: 714.995544
	Iteration 4Q: 3 clusters Score -129946.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -130023.804688 Penalty: 714.995544
	Iteration 5F: 3 clusters Score -130023.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -130105.585938 Penalty: 714.995544
	Iteration 6Q: 3 clusters Score -130105.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -130180.773438 Penalty: 714.995544
	Iteration 7Q: 3 clusters Score -130180.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -130262.976562 Penalty: 714.995544
	Iteration 8Q: 3 clusters Score -130263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -130357.789062 Penalty: 714.995544
	Iteration 9Q: 3 clusters Score -130357.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -130442.351562 Penalty: 714.995544
	Iteration 10Q: 3 clusters Score -130442.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -130515.273438 Penalty: 714.995544
	Iteration 11Q: 3 clusters Score -130515.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -130550.781250 Penalty: 714.995544
	Iteration 12Q: 3 clusters Score -130550.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -130578.046875 Penalty: 714.995544
	Iteration 13Q: 3 clusters Score -130578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -130595.023438 Penalty: 714.995544
	Iteration 14Q: 3 clusters Score -130595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -130602.539062 Penalty: 714.995544
	Iteration 15Q: 3 clusters Score -130602.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -130610.359375 Penalty: 714.995544
	Iteration 16Q: 3 clusters Score -130610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -130619.617188 Penalty: 714.995544
	Iteration 17Q: 3 clusters Score -130619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -130632.843750 Penalty: 714.995544
	Iteration 18Q: 3 clusters Score -130632.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -130647.765625 Penalty: 714.995544
	Iteration 19Q: 3 clusters Score -130647.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -130657.195312 Penalty: 714.995544
	Iteration 20F: 3 clusters Score -130657.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -130662.953125 Penalty: 714.995544
	Iteration 21Q: 3 clusters Score -130663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -130666.953125 Penalty: 714.995544
	Iteration 22Q: 3 clusters Score -130667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -130668.726562 Penalty: 714.995544
	Iteration 23Q: 3 clusters Score -130668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -130669.765625 Penalty: 714.995544
	Iteration 24Q: 3 clusters Score -130669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -130671.375000 Penalty: 714.995544
	Iteration 25Q: 3 clusters Score -130671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -130673.335938 Penalty: 714.995544
	Iteration 26Q: 3 clusters Score -130673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -130674.015625 Penalty: 714.995544
	Iteration 27Q: 3 clusters Score -130674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -130675.007812 Penalty: 714.995544
	Iteration 28Q: 3 clusters Score -130675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -130676.914062 Penalty: 714.995544
	Iteration 29Q: 3 clusters Score -130676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -130679.273438 Penalty: 714.995544
	Iteration 30Q: 3 clusters Score -130679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -130680.601562 Penalty: 714.995544
	Iteration 31Q: 3 clusters Score -130680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -130681.656250 Penalty: 714.995544
	Iteration 32Q: 3 clusters Score -130681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -130682.570312 Penalty: 714.995544
	Iteration 33Q: 3 clusters Score -130682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -130683.117188 Penalty: 714.995544
	Iteration 34Q: 3 clusters Score -130683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -130683.750000 Penalty: 714.995544
	Iteration 35Q: 3 clusters Score -130683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -130684.554688 Penalty: 714.995544
	Iteration 36Q: 3 clusters Score -130684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -130684.625000 Penalty: 714.995544
	Iteration 37Q: 3 clusters Score -130684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -130684.960938 Penalty: 714.995544
	Iteration 38Q: 3 clusters Score -130685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -130685.437500 Penalty: 714.995544
	Iteration 39Q: 3 clusters Score -130685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -130685.437500 Penalty: 714.995544
	Iteration 40F: 3 clusters Score -130685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -106444.648438 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -106444.6 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 1109 members 
Entering Unmasked Estep 
Score: -104817.023438 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -104817 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -105360.023438 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -105360 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -105449.164062 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -105449.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -105521.726562 Penalty: 703.325867
	Iteration 3F: 3 clusters Score -105521.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -105564.804688 Penalty: 703.325867
	Iteration 4Q: 3 clusters Score -105564.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -105604.382812 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -105604.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -105646.187500 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -105646.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -105687.289062 Penalty: 703.325867
	Iteration 7Q: 3 clusters Score -105687.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -105734.195312 Penalty: 703.325867
	Iteration 8Q: 3 clusters Score -105734.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105777.476562 Penalty: 703.325867
	Iteration 9Q: 3 clusters Score -105777.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -105820.476562 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -105820.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105882.101562 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -105882.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105927.054688 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -105927.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105956.906250 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -105956.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105982.500000 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -105982.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106000.742188 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -106000.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -106020.367188 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -106020.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106035.789062 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -106035.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106045.851562 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -106045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106057.070312 Penalty: 703.325867
	Iteration 19Q: 3 clusters Score -106057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106068.554688 Penalty: 703.325867
	Iteration 20F: 3 clusters Score -106068.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106079.523438 Penalty: 703.325867
	Iteration 21Q: 3 clusters Score -106079.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106086.679688 Penalty: 703.325867
	Iteration 22Q: 3 clusters Score -106086.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -106091.921875 Penalty: 703.325867
	Iteration 23Q: 3 clusters Score -106091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106100.601562 Penalty: 703.325867
	Iteration 24Q: 3 clusters Score -106100.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106115.359375 Penalty: 703.325867
	Iteration 25Q: 3 clusters Score -106115.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106136.117188 Penalty: 703.325867
	Iteration 26Q: 3 clusters Score -106136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -106150.367188 Penalty: 703.325867
	Iteration 27Q: 3 clusters Score -106150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -106169.390625 Penalty: 703.325867
	Iteration 28Q: 3 clusters Score -106169.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -106195.281250 Penalty: 703.325867
	Iteration 29Q: 3 clusters Score -106195.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -106218.820312 Penalty: 703.325867
	Iteration 30Q: 3 clusters Score -106218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -106234.664062 Penalty: 703.325867
	Iteration 31Q: 3 clusters Score -106234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -106235.398438 Penalty: 703.325867
	Iteration 32Q: 3 clusters Score -106235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -106235.398438 Penalty: 703.325867
	Iteration 33F: 3 clusters Score -106235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -312227.312500 Penalty: 395.416534
	Iteration 0F: 2 clusters Score -312227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -308243.843750 Penalty: 790.833069
	Iteration 0F: 3 clusters Score -308243.8 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -309677.093750 Penalty: 790.833069
	Iteration 1F: 3 clusters Score -309677.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -309822.437500 Penalty: 790.833069
	Iteration 2F: 3 clusters Score -309822.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -309972.031250 Penalty: 790.833069
	Iteration 3F: 3 clusters Score -309972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -310154.000000 Penalty: 790.833069
	Iteration 4F: 3 clusters Score -310154 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -310371.187500 Penalty: 790.833069
	Iteration 5F: 3 clusters Score -310371.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -310668.062500 Penalty: 790.833069
	Iteration 6F: 3 clusters Score -310668.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -310949.031250 Penalty: 790.833069
	Iteration 7F: 3 clusters Score -310949 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -311170.500000 Penalty: 790.833069
	Iteration 8F: 3 clusters Score -311170.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -311271.468750 Penalty: 790.833069
	Iteration 9Q: 3 clusters Score -311271.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -311329.062500 Penalty: 790.833069
	Iteration 10Q: 3 clusters Score -311329.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -311362.062500 Penalty: 790.833069
	Iteration 11Q: 3 clusters Score -311362.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -311393.531250 Penalty: 790.833069
	Iteration 12Q: 3 clusters Score -311393.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -311426.562500 Penalty: 790.833069
	Iteration 13Q: 3 clusters Score -311426.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -311466.875000 Penalty: 790.833069
	Iteration 14Q: 3 clusters Score -311466.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -311498.562500 Penalty: 790.833069
	Iteration 15Q: 3 clusters Score -311498.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -311520.468750 Penalty: 790.833069
	Iteration 16Q: 3 clusters Score -311520.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -311543.906250 Penalty: 790.833069
	Iteration 17Q: 3 clusters Score -311543.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -311563.156250 Penalty: 790.833069
	Iteration 18Q: 3 clusters Score -311563.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -311588.062500 Penalty: 790.833069
	Iteration 19Q: 3 clusters Score -311588.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -311609.468750 Penalty: 790.833069
	Iteration 20F: 3 clusters Score -311609.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -311622.281250 Penalty: 790.833069
	Iteration 21Q: 3 clusters Score -311622.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -311635.343750 Penalty: 790.833069
	Iteration 22Q: 3 clusters Score -311635.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -311649.656250 Penalty: 790.833069
	Iteration 23Q: 3 clusters Score -311649.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311658.375000 Penalty: 790.833069
	Iteration 24Q: 3 clusters Score -311658.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -311670.625000 Penalty: 790.833069
	Iteration 25Q: 3 clusters Score -311670.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -311680.656250 Penalty: 790.833069
	Iteration 26Q: 3 clusters Score -311680.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -311687.937500 Penalty: 790.833069
	Iteration 27Q: 3 clusters Score -311687.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -311697.593750 Penalty: 790.833069
	Iteration 28Q: 3 clusters Score -311697.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -311706.093750 Penalty: 790.833069
	Iteration 29Q: 3 clusters Score -311706.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -311709.906250 Penalty: 790.833069
	Iteration 30Q: 3 clusters Score -311709.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311714.000000 Penalty: 790.833069
	Iteration 31Q: 3 clusters Score -311714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -311719.406250 Penalty: 790.833069
	Iteration 32Q: 3 clusters Score -311719.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -311726.781250 Penalty: 790.833069
	Iteration 33Q: 3 clusters Score -311726.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -311731.187500 Penalty: 790.833069
	Iteration 34Q: 3 clusters Score -311731.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -311734.656250 Penalty: 790.833069
	Iteration 35Q: 3 clusters Score -311734.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -311737.625000 Penalty: 790.833069
	Iteration 36Q: 3 clusters Score -311737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -311739.625000 Penalty: 790.833069
	Iteration 37Q: 3 clusters Score -311739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -311743.562500 Penalty: 790.833069
	Iteration 38Q: 3 clusters Score -311743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -311745.656250 Penalty: 790.833069
	Iteration 39Q: 3 clusters Score -311745.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -311749.968750 Penalty: 790.833069
	Iteration 40F: 3 clusters Score -311750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -311751.812500 Penalty: 790.833069
	Iteration 41Q: 3 clusters Score -311751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -311754.281250 Penalty: 790.833069
	Iteration 42Q: 3 clusters Score -311754.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -311756.968750 Penalty: 790.833069
	Iteration 43Q: 3 clusters Score -311757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -311758.375000 Penalty: 790.833069
	Iteration 44Q: 3 clusters Score -311758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -311759.656250 Penalty: 790.833069
	Iteration 45Q: 3 clusters Score -311759.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -311762.500000 Penalty: 790.833069
	Iteration 46Q: 3 clusters Score -311762.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -311766.281250 Penalty: 790.833069
	Iteration 47Q: 3 clusters Score -311766.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -311769.375000 Penalty: 790.833069
	Iteration 48Q: 3 clusters Score -311769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -311772.843750 Penalty: 790.833069
	Iteration 49Q: 3 clusters Score -311772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -311777.843750 Penalty: 790.833069
	Iteration 50Q: 3 clusters Score -311777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -311782.000000 Penalty: 790.833069
	Iteration 51Q: 3 clusters Score -311782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -311786.968750 Penalty: 790.833069
	Iteration 52Q: 3 clusters Score -311787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -311791.406250 Penalty: 790.833069
	Iteration 53Q: 3 clusters Score -311791.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -311794.000000 Penalty: 790.833069
	Iteration 54Q: 3 clusters Score -311794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -311798.562500 Penalty: 790.833069
	Iteration 55Q: 3 clusters Score -311798.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -311803.468750 Penalty: 790.833069
	Iteration 56Q: 3 clusters Score -311803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -311808.593750 Penalty: 790.833069
	Iteration 57Q: 3 clusters Score -311808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -311814.875000 Penalty: 790.833069
	Iteration 58Q: 3 clusters Score -311814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -311817.687500 Penalty: 790.833069
	Iteration 59Q: 3 clusters Score -311817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -311819.750000 Penalty: 790.833069
	Iteration 60F: 3 clusters Score -311819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -311821.000000 Penalty: 790.833069
	Iteration 61Q: 3 clusters Score -311821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -311824.437500 Penalty: 790.833069
	Iteration 62Q: 3 clusters Score -311824.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -311830.781250 Penalty: 790.833069
	Iteration 63Q: 3 clusters Score -311830.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -311836.000000 Penalty: 790.833069
	Iteration 64Q: 3 clusters Score -311836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -311841.093750 Penalty: 790.833069
	Iteration 65Q: 3 clusters Score -311841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -311848.156250 Penalty: 790.833069
	Iteration 66Q: 3 clusters Score -311848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -311856.343750 Penalty: 790.833069
	Iteration 67Q: 3 clusters Score -311856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -311864.187500 Penalty: 790.833069
	Iteration 68Q: 3 clusters Score -311864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -311870.437500 Penalty: 790.833069
	Iteration 69Q: 3 clusters Score -311870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -311875.781250 Penalty: 790.833069
	Iteration 70Q: 3 clusters Score -311875.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -311882.718750 Penalty: 790.833069
	Iteration 71Q: 3 clusters Score -311882.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -311886.718750 Penalty: 790.833069
	Iteration 72Q: 3 clusters Score -311886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -311891.000000 Penalty: 790.833069
	Iteration 73Q: 3 clusters Score -311891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -311894.281250 Penalty: 790.833069
	Iteration 74Q: 3 clusters Score -311894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -311899.656250 Penalty: 790.833069
	Iteration 75Q: 3 clusters Score -311899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -311903.156250 Penalty: 790.833069
	Iteration 76Q: 3 clusters Score -311903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -311905.125000 Penalty: 790.833069
	Iteration 77Q: 3 clusters Score -311905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -311907.750000 Penalty: 790.833069
	Iteration 78Q: 3 clusters Score -311907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -311909.687500 Penalty: 790.833069
	Iteration 79Q: 3 clusters Score -311909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -311911.718750 Penalty: 790.833069
	Iteration 80F: 3 clusters Score -311911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -311912.500000 Penalty: 790.833069
	Iteration 81Q: 3 clusters Score -311912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -311913.687500 Penalty: 790.833069
	Iteration 82Q: 3 clusters Score -311913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -311915.625000 Penalty: 790.833069
	Iteration 83Q: 3 clusters Score -311915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -311918.531250 Penalty: 790.833069
	Iteration 84Q: 3 clusters Score -311918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -311921.843750 Penalty: 790.833069
	Iteration 85Q: 3 clusters Score -311921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -311924.937500 Penalty: 790.833069
	Iteration 86Q: 3 clusters Score -311924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -311928.156250 Penalty: 790.833069
	Iteration 87Q: 3 clusters Score -311928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -311928.718750 Penalty: 790.833069
	Iteration 88Q: 3 clusters Score -311928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -311929.656250 Penalty: 790.833069
	Iteration 89Q: 3 clusters Score -311929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -311930.437500 Penalty: 790.833069
	Iteration 90Q: 3 clusters Score -311930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -311931.375000 Penalty: 790.833069
	Iteration 91Q: 3 clusters Score -311931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -311931.531250 Penalty: 790.833069
	Iteration 92Q: 3 clusters Score -311931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -311931.531250 Penalty: 790.833069
	Iteration 93F: 3 clusters Score -311931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (117836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Entering Unmasked Estep 
Score: -5889782.000000 Penalty: 531.305725
	Iteration 0F: 2 clusters Score -5889782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -5810244.000000 Penalty: 1062.611450
	Iteration 0F: 3 clusters Score -5810244 nChanged 57575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5848422.000000 Penalty: 1062.611450
	Iteration 1F: 3 clusters Score -5848422 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5852970.500000 Penalty: 1062.611450
	Iteration 2F: 3 clusters Score -5852970 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5859178.500000 Penalty: 1062.611450
	Iteration 3F: 3 clusters Score -5859178 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -5866049.000000 Penalty: 1062.611450
	Iteration 4F: 3 clusters Score -5866049 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5871674.000000 Penalty: 1062.611450
	Iteration 5F: 3 clusters Score -5871674 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -5874592.500000 Penalty: 1062.611450
	Iteration 6Q: 3 clusters Score -5874592 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -5875863.500000 Penalty: 1062.611450
	Iteration 7Q: 3 clusters Score -5875864 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5876684.500000 Penalty: 1062.611450
	Iteration 8Q: 3 clusters Score -5876684 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92013 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5877471.000000 Penalty: 1062.611450
	Iteration 9Q: 3 clusters Score -5877471 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5878245.500000 Penalty: 1062.611450
	Iteration 10Q: 3 clusters Score -5878246 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5879241.500000 Penalty: 1062.611450
	Iteration 11Q: 3 clusters Score -5879242 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5880286.000000 Penalty: 1062.611450
	Iteration 12Q: 3 clusters Score -5880286 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5881559.500000 Penalty: 1062.611450
	Iteration 13Q: 3 clusters Score -5881560 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5882892.000000 Penalty: 1062.611450
	Iteration 14Q: 3 clusters Score -5882892 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5884185.000000 Penalty: 1062.611450
	Iteration 15Q: 3 clusters Score -5884185 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5885500.000000 Penalty: 1062.611450
	Iteration 16Q: 3 clusters Score -5885500 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5886536.500000 Penalty: 1062.611450
	Iteration 17Q: 3 clusters Score -5886536 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5887387.000000 Penalty: 1062.611450
	Iteration 18Q: 3 clusters Score -5887387 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5888027.500000 Penalty: 1062.611450
	Iteration 19Q: 3 clusters Score -5888028 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5888517.000000 Penalty: 1062.611450
	Iteration 20F: 3 clusters Score -5888517 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5888922.500000 Penalty: 1062.611450
	Iteration 21Q: 3 clusters Score -5888922 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5889239.500000 Penalty: 1062.611450
	Iteration 22Q: 3 clusters Score -5889240 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5889418.500000 Penalty: 1062.611450
	Iteration 23Q: 3 clusters Score -5889418 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5889532.500000 Penalty: 1062.611450
	Iteration 24Q: 3 clusters Score -5889532 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5889667.000000 Penalty: 1062.611450
	Iteration 25Q: 3 clusters Score -5889667 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5889746.000000 Penalty: 1062.611450
	Iteration 26Q: 3 clusters Score -5889746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5889809.000000 Penalty: 1062.611450
	Iteration 27Q: 3 clusters Score -5889809 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5889850.000000 Penalty: 1062.611450
	Iteration 28Q: 3 clusters Score -5889850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115797 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5889867.500000 Penalty: 1062.611450
	Iteration 29Q: 3 clusters Score -5889868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5889866.500000 Penalty: 1062.611450
	Iteration 30Q: 3 clusters Score -5889866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115947 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5889883.000000 Penalty: 1062.611450
	Iteration 31Q: 3 clusters Score -5889883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5889883.000000 Penalty: 1062.611450
	Iteration 32Q: 3 clusters Score -5889883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5889910.000000 Penalty: 1062.611450
	Iteration 33Q: 3 clusters Score -5889910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5889911.000000 Penalty: 1062.611450
	Iteration 34Q: 3 clusters Score -5889911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5889905.000000 Penalty: 1062.611450
	Iteration 35Q: 3 clusters Score -5889905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116148 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5889909.500000 Penalty: 1062.611450
	Iteration 36Q: 3 clusters Score -5889910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5889904.500000 Penalty: 1062.611450
	Iteration 37Q: 3 clusters Score -5889904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5889918.000000 Penalty: 1062.611450
	Iteration 38Q: 3 clusters Score -5889918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5889922.500000 Penalty: 1062.611450
	Iteration 39Q: 3 clusters Score -5889922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5889927.500000 Penalty: 1062.611450
	Iteration 40F: 3 clusters Score -5889928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5889942.000000 Penalty: 1062.611450
	Iteration 41Q: 3 clusters Score -5889942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5889953.000000 Penalty: 1062.611450
	Iteration 42Q: 3 clusters Score -5889953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5889960.000000 Penalty: 1062.611450
	Iteration 43Q: 3 clusters Score -5889960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5889959.500000 Penalty: 1062.611450
	Iteration 44Q: 3 clusters Score -5889960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116359 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5889961.000000 Penalty: 1062.611450
	Iteration 45Q: 3 clusters Score -5889961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5889956.000000 Penalty: 1062.611450
	Iteration 46Q: 3 clusters Score -5889956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5889960.500000 Penalty: 1062.611450
	Iteration 47Q: 3 clusters Score -5889960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5889961.500000 Penalty: 1062.611450
	Iteration 48Q: 3 clusters Score -5889962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116374 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5889960.000000 Penalty: 1062.611450
	Iteration 49Q: 3 clusters Score -5889960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5889958.000000 Penalty: 1062.611450
	Iteration 50Q: 3 clusters Score -5889958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5889958.000000 Penalty: 1062.611450
	Iteration 51Q: 3 clusters Score -5889958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5889963.000000 Penalty: 1062.611450
	Iteration 52Q: 3 clusters Score -5889963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5889968.500000 Penalty: 1062.611450
	Iteration 53Q: 3 clusters Score -5889968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5889967.500000 Penalty: 1062.611450
	Iteration 54Q: 3 clusters Score -5889968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5889968.000000 Penalty: 1062.611450
	Iteration 55Q: 3 clusters Score -5889968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5889968.500000 Penalty: 1062.611450
	Iteration 56Q: 3 clusters Score -5889968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5889970.500000 Penalty: 1062.611450
	Iteration 57Q: 3 clusters Score -5889970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5889971.500000 Penalty: 1062.611450
	Iteration 58Q: 3 clusters Score -5889972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5889969.000000 Penalty: 1062.611450
	Iteration 59Q: 3 clusters Score -5889969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5889970.000000 Penalty: 1062.611450
	Iteration 60F: 3 clusters Score -5889970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 6659 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 304914 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 116409 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 225 members 
Mstep: Class 23 contains 6011 members 
Mstep: Class 24 contains 1427 members 
Entering Unmasked Estep 
Score: -25291284.000000 Penalty: 14394.557617
Splitting cluster 15 changes total score from -25289344.000000 to -25291284.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15397.416992 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15397.42 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15500.154297 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15500.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15522.683594 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15522.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15530.069336 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15530.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15535.023438 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15535.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15538.314453 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15538.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15540.993164 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15540.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15541.700195 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15541.700195 Penalty: 533.590454
	Iteration 8F: 3 clusters Score -15541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Entering Unmasked Estep 
Score: -1210211.750000 Penalty: 460.379730
	Iteration 0F: 2 clusters Score -1210212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1193751.375000 Penalty: 920.759460
	Iteration 0F: 3 clusters Score -1193751 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1200959.000000 Penalty: 920.759460
	Iteration 1F: 3 clusters Score -1200959 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1201776.500000 Penalty: 920.759460
	Iteration 2F: 3 clusters Score -1201776 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1203081.250000 Penalty: 920.759460
	Iteration 3F: 3 clusters Score -1203081 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1204849.250000 Penalty: 920.759460
	Iteration 4F: 3 clusters Score -1204849 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -1206653.000000 Penalty: 920.759460
	Iteration 5F: 3 clusters Score -1206653 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1207877.750000 Penalty: 920.759460
	Iteration 6F: 3 clusters Score -1207878 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1208625.500000 Penalty: 920.759460
	Iteration 7Q: 3 clusters Score -1208626 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1209097.500000 Penalty: 920.759460
	Iteration 8Q: 3 clusters Score -1209098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -1209372.125000 Penalty: 920.759460
	Iteration 9Q: 3 clusters Score -1209372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1209516.375000 Penalty: 920.759460
	Iteration 10Q: 3 clusters Score -1209516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -1209609.250000 Penalty: 920.759460
	Iteration 11Q: 3 clusters Score -1209609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1209666.375000 Penalty: 920.759460
	Iteration 12Q: 3 clusters Score -1209666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -1209708.125000 Penalty: 920.759460
	Iteration 13Q: 3 clusters Score -1209708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -1209743.875000 Penalty: 920.759460
	Iteration 14Q: 3 clusters Score -1209744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -1209771.375000 Penalty: 920.759460
	Iteration 15Q: 3 clusters Score -1209771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -1209791.750000 Penalty: 920.759460
	Iteration 16Q: 3 clusters Score -1209792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -1209802.375000 Penalty: 920.759460
	Iteration 17Q: 3 clusters Score -1209802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -1209813.500000 Penalty: 920.759460
	Iteration 18Q: 3 clusters Score -1209814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -1209822.500000 Penalty: 920.759460
	Iteration 19Q: 3 clusters Score -1209822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1209826.500000 Penalty: 920.759460
	Iteration 20F: 3 clusters Score -1209826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -1209830.000000 Penalty: 920.759460
	Iteration 21Q: 3 clusters Score -1209830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -1209830.875000 Penalty: 920.759460
	Iteration 22Q: 3 clusters Score -1209831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -1209832.250000 Penalty: 920.759460
	Iteration 23Q: 3 clusters Score -1209832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -1209832.750000 Penalty: 920.759460
	Iteration 24Q: 3 clusters Score -1209833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -1209832.750000 Penalty: 920.759460
	Iteration 25F: 3 clusters Score -1209833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Entering Unmasked Estep 
Score: -1598546.125000 Penalty: 474.586029
	Iteration 0F: 2 clusters Score -1598546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1575713.625000 Penalty: 949.172058
	Iteration 0F: 3 clusters Score -1575714 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1585522.000000 Penalty: 949.172058
	Iteration 1F: 3 clusters Score -1585522 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1586123.250000 Penalty: 949.172058
	Iteration 2Q: 3 clusters Score -1586123 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -1586943.500000 Penalty: 949.172058
	Iteration 3F: 3 clusters Score -1586944 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1588305.750000 Penalty: 949.172058
	Iteration 4F: 3 clusters Score -1588306 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1590286.125000 Penalty: 949.172058
	Iteration 5F: 3 clusters Score -1590286 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -1592627.625000 Penalty: 949.172058
	Iteration 6F: 3 clusters Score -1592628 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -1594556.125000 Penalty: 949.172058
	Iteration 7F: 3 clusters Score -1594556 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -1595771.625000 Penalty: 949.172058
	Iteration 8Q: 3 clusters Score -1595772 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1596479.750000 Penalty: 949.172058
	Iteration 9Q: 3 clusters Score -1596480 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -1596947.125000 Penalty: 949.172058
	Iteration 10Q: 3 clusters Score -1596947 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -1597300.875000 Penalty: 949.172058
	Iteration 11Q: 3 clusters Score -1597301 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -1597553.375000 Penalty: 949.172058
	Iteration 12Q: 3 clusters Score -1597553 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -1597730.000000 Penalty: 949.172058
	Iteration 13Q: 3 clusters Score -1597730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -1597844.250000 Penalty: 949.172058
	Iteration 14Q: 3 clusters Score -1597844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -1597929.625000 Penalty: 949.172058
	Iteration 15Q: 3 clusters Score -1597930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -1597993.875000 Penalty: 949.172058
	Iteration 16Q: 3 clusters Score -1597994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -1598039.000000 Penalty: 949.172058
	Iteration 17Q: 3 clusters Score -1598039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -1598075.250000 Penalty: 949.172058
	Iteration 18Q: 3 clusters Score -1598075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -1598095.125000 Penalty: 949.172058
	Iteration 19Q: 3 clusters Score -1598095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -1598100.250000 Penalty: 949.172058
	Iteration 20F: 3 clusters Score -1598100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -1598105.750000 Penalty: 949.172058
	Iteration 21Q: 3 clusters Score -1598106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -1598107.250000 Penalty: 949.172058
	Iteration 22Q: 3 clusters Score -1598107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -1598113.500000 Penalty: 949.172058
	Iteration 23Q: 3 clusters Score -1598114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -1598121.000000 Penalty: 949.172058
	Iteration 24Q: 3 clusters Score -1598121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -1598127.500000 Penalty: 949.172058
	Iteration 25Q: 3 clusters Score -1598128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -1598127.500000 Penalty: 949.172058
	Iteration 26Q: 3 clusters Score -1598128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -1598129.000000 Penalty: 949.172058
	Iteration 27Q: 3 clusters Score -1598129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -1598131.125000 Penalty: 949.172058
	Iteration 28Q: 3 clusters Score -1598131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -1598133.250000 Penalty: 949.172058
	Iteration 29Q: 3 clusters Score -1598133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -1598136.500000 Penalty: 949.172058
	Iteration 30Q: 3 clusters Score -1598136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -1598140.250000 Penalty: 949.172058
	Iteration 31Q: 3 clusters Score -1598140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -1598141.375000 Penalty: 949.172058
	Iteration 32Q: 3 clusters Score -1598141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -1598141.750000 Penalty: 949.172058
	Iteration 33Q: 3 clusters Score -1598142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -1598142.125000 Penalty: 949.172058
	Iteration 34Q: 3 clusters Score -1598142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -1598142.125000 Penalty: 949.172058
	Iteration 35F: 3 clusters Score -1598142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9576.520508 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9576.521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9626.545898 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9626.546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9639.553711 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -9639.554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9645.158203 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9645.158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9647.712891 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9647.713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9650.539062 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9650.539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9652.154297 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9652.154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9653.148438 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9653.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9653.148438 Penalty: 482.146881
	Iteration 8F: 3 clusters Score -9653.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 358 members 
Entering Unmasked Estep 
Score: -32719.974609 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32719.97 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32881.917969 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32881.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32912.855469 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32912.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -32932.554688 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32932.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32947.074219 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32947.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32955.750000 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32955.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32964.503906 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32964.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32975.015625 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32975.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32980.558594 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32980.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32985.878906 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32985.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32991.027344 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32991.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32994.683594 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32994.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32997.367188 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32997.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32997.722656 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32997.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32998.003906 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -32998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32998.003906 Penalty: 597.310852
	Iteration 15F: 3 clusters Score -32998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -68706.976562 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -68706.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -67579.921875 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -67579.92 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68036.718750 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -68036.72 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -68177.125000 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -68177.12 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68297.312500 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -68297.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68374.757812 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -68374.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -68425.320312 Penalty: 667.720520
	Iteration 5Q: 3 clusters Score -68425.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -68457.242188 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -68457.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68475.570312 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -68475.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68486.492188 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -68486.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68492.906250 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -68492.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68499.617188 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -68499.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68502.023438 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -68502.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68503.960938 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -68503.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -68506.585938 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -68506.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68507.632812 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -68507.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68508.023438 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -68508.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68508.953125 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -68508.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68509.421875 Penalty: 667.720520
	Iteration 17Q: 3 clusters Score -68509.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68509.710938 Penalty: 667.720520
	Iteration 18Q: 3 clusters Score -68509.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68510.257812 Penalty: 667.720520
	Iteration 19Q: 3 clusters Score -68510.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68510.406250 Penalty: 667.720520
	Iteration 20F: 3 clusters Score -68510.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68510.617188 Penalty: 667.720520
	Iteration 21Q: 3 clusters Score -68510.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68511.281250 Penalty: 667.720520
	Iteration 22Q: 3 clusters Score -68511.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68513.304688 Penalty: 667.720520
	Iteration 23Q: 3 clusters Score -68513.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68515.195312 Penalty: 667.720520
	Iteration 24Q: 3 clusters Score -68515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68516.265625 Penalty: 667.720520
	Iteration 25Q: 3 clusters Score -68516.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68517.039062 Penalty: 667.720520
	Iteration 26Q: 3 clusters Score -68517.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68518.218750 Penalty: 667.720520
	Iteration 27Q: 3 clusters Score -68518.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68518.539062 Penalty: 667.720520
	Iteration 28Q: 3 clusters Score -68518.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68520.015625 Penalty: 667.720520
	Iteration 29Q: 3 clusters Score -68520.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68520.617188 Penalty: 667.720520
	Iteration 30Q: 3 clusters Score -68520.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68523.734375 Penalty: 667.720520
	Iteration 31Q: 3 clusters Score -68523.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68526.101562 Penalty: 667.720520
	Iteration 32Q: 3 clusters Score -68526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68528.867188 Penalty: 667.720520
	Iteration 33Q: 3 clusters Score -68528.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68531.039062 Penalty: 667.720520
	Iteration 34Q: 3 clusters Score -68531.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68531.937500 Penalty: 667.720520
	Iteration 35Q: 3 clusters Score -68531.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68532.500000 Penalty: 667.720520
	Iteration 36Q: 3 clusters Score -68532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68534.187500 Penalty: 667.720520
	Iteration 37Q: 3 clusters Score -68534.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68536.250000 Penalty: 667.720520
	Iteration 38Q: 3 clusters Score -68536.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68537.546875 Penalty: 667.720520
	Iteration 39Q: 3 clusters Score -68537.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68539.226562 Penalty: 667.720520
	Iteration 40F: 3 clusters Score -68539.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68539.992188 Penalty: 667.720520
	Iteration 41Q: 3 clusters Score -68539.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68540.289062 Penalty: 667.720520
	Iteration 42Q: 3 clusters Score -68540.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68540.406250 Penalty: 667.720520
	Iteration 43Q: 3 clusters Score -68540.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68540.515625 Penalty: 667.720520
	Iteration 44Q: 3 clusters Score -68540.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68540.515625 Penalty: 667.720520
	Iteration 45F: 3 clusters Score -68540.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -9344.205078 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -9344.205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9030.532227 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -9030.532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9108.769531 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -9108.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9135.046875 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -9135.047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9154.395508 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -9154.396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9167.152344 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -9167.152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9173.168945 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -9173.169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9177.579102 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -9177.579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9206.871094 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -9206.871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9233.081055 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -9233.081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9241.911133 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -9241.911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9245.625000 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -9245.625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9252.400391 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -9252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9259.356445 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -9259.356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9271.925781 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -9271.926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9284.233398 Penalty: 492.865143
	Iteration 14Q: 3 clusters Score -9284.233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9290.221680 Penalty: 492.865143
	Iteration 15Q: 3 clusters Score -9290.222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9295.732422 Penalty: 492.865143
	Iteration 16Q: 3 clusters Score -9295.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9296.224609 Penalty: 492.865143
	Iteration 17Q: 3 clusters Score -9296.225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9300.166992 Penalty: 492.865143
	Iteration 18F: 3 clusters Score -9300.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9306.785156 Penalty: 492.865143
	Iteration 19Q: 3 clusters Score -9306.785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9320.290039 Penalty: 492.865143
	Iteration 20F: 3 clusters Score -9320.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9335.529297 Penalty: 492.865143
	Iteration 21Q: 3 clusters Score -9335.529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9350.081055 Penalty: 492.865143
	Iteration 22Q: 3 clusters Score -9350.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9358.146484 Penalty: 492.865143
	Iteration 23Q: 3 clusters Score -9358.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9358.146484 Penalty: 492.865143
	Iteration 24F: 3 clusters Score -9358.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 6659 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 304914 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 116409 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 6011 members 
Mstep: Class 24 contains 1427 members 
Mstep: Class 25 contains 83 members 
Entering Unmasked Estep 
Score: -25290936.000000 Penalty: 14994.331055
Splitting cluster 22 changes total score from -25289344.000000 to -25290936.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 958 members 
Mstep: Class 5 contains 6659 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 304914 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 10767 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 14 contains 5946 members 
Mstep: Class 15 contains 116409 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291216.000000 Penalty: 14994.331055
Iteration 119Q: 26 clusters Score -2.529122e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 975 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 305828 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 10751 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 115822 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24614 members 
Mstep: Class 18 contains 33645 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 6003 members 
Mstep: Class 24 contains 1392 members 
Mstep: Class 25 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291420.000000 Penalty: 14994.331055
Iteration 120F: 26 clusters Score -2.529142e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 306675 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 10741 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 114837 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24495 members 
Mstep: Class 18 contains 33476 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 6261 members 
Mstep: Class 24 contains 1429 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291684.000000 Penalty: 14994.331055
Iteration 121Q: 26 clusters Score -2.529168e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1011 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 307519 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 10739 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 2540 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 6375 members 
Mstep: Class 15 contains 113859 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24378 members 
Mstep: Class 18 contains 33343 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 6456 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 86 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291848.000000 Penalty: 14994.331055
Iteration 122Q: 26 clusters Score -2.529185e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 308262 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 112988 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24292 members 
Mstep: Class 18 contains 33246 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 86 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292120.000000 Penalty: 14994.331055
Iteration 123Q: 26 clusters Score -2.529212e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 308965 members 
Mstep: Class 9 contains 578 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 112073 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 18 contains 33187 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 6775 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292424.000000 Penalty: 14994.331055
Iteration 124Q: 26 clusters Score -2.529242e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 309665 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 6750 members 
Mstep: Class 15 contains 111170 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24168 members 
Mstep: Class 18 contains 33126 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1758 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 6932 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292590.000000 Penalty: 14994.331055
Iteration 125Q: 26 clusters Score -2.529259e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 310341 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 10614 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 6890 members 
Mstep: Class 15 contains 110287 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24113 members 
Mstep: Class 18 contains 33083 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7057 members 
Mstep: Class 24 contains 1686 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292786.000000 Penalty: 14994.331055
Iteration 126Q: 26 clusters Score -2.529279e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 311111 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2512 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 109324 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24065 members 
Mstep: Class 18 contains 33039 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292960.000000 Penalty: 14994.331055
Iteration 127Q: 26 clusters Score -2.529296e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 311892 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 10523 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 7110 members 
Mstep: Class 15 contains 108372 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 33006 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7302 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293062.000000 Penalty: 14994.331055
Iteration 128Q: 26 clusters Score -2.529306e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 312648 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2502 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 107451 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23943 members 
Mstep: Class 18 contains 32975 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7423 members 
Mstep: Class 24 contains 1899 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293352.000000 Penalty: 14994.331055
Iteration 129Q: 26 clusters Score -2.529335e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 1967 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 313385 members 
Mstep: Class 9 contains 575 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2499 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 7292 members 
Mstep: Class 15 contains 106555 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 32971 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 1976 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293444.000000 Penalty: 14994.331055
Iteration 130Q: 26 clusters Score -2.529344e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 314158 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 10332 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 105640 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 32967 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7621 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293538.000000 Penalty: 14994.331055
Iteration 131Q: 26 clusters Score -2.529354e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 314904 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 2383 members 
Mstep: Class 14 contains 7456 members 
Mstep: Class 15 contains 104783 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23733 members 
Mstep: Class 18 contains 32970 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 2106 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293628.000000 Penalty: 14994.331055
Iteration 132Q: 26 clusters Score -2.529363e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 315730 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 7513 members 
Mstep: Class 15 contains 103862 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23695 members 
Mstep: Class 18 contains 32951 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1893 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 2176 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293732.000000 Penalty: 14994.331055
Iteration 133Q: 26 clusters Score -2.529373e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 316556 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 10088 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 2398 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 102941 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23670 members 
Mstep: Class 18 contains 32934 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7876 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293840.000000 Penalty: 14994.331055
Iteration 134Q: 26 clusters Score -2.529384e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 317419 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2464 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 7625 members 
Mstep: Class 15 contains 102069 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23642 members 
Mstep: Class 18 contains 32925 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1909 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293964.000000 Penalty: 14994.331055
Iteration 135Q: 26 clusters Score -2.529396e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 6467 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 318287 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 9885 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 7641 members 
Mstep: Class 15 contains 101188 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23631 members 
Mstep: Class 18 contains 32916 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1917 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8033 members 
Mstep: Class 24 contains 2304 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294108.000000 Penalty: 14994.331055
Iteration 136Q: 26 clusters Score -2.529411e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 319059 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 7665 members 
Mstep: Class 15 contains 100397 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23609 members 
Mstep: Class 18 contains 32907 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8108 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294136.000000 Penalty: 14994.331055
Iteration 137Q: 26 clusters Score -2.529414e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 319772 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 9710 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 7680 members 
Mstep: Class 15 contains 99624 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23614 members 
Mstep: Class 18 contains 32903 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294166.000000 Penalty: 14994.331055
Iteration 138Q: 26 clusters Score -2.529417e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 320497 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 98870 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23613 members 
Mstep: Class 18 contains 32889 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1954 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8262 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294308.000000 Penalty: 14994.331055
Iteration 139Q: 26 clusters Score -2.529431e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 321160 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 7676 members 
Mstep: Class 15 contains 98202 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23623 members 
Mstep: Class 18 contains 32876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1967 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294544.000000 Penalty: 14994.331055
Iteration 140F: 26 clusters Score -2.529454e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 321810 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 97530 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1986 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8418 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294630.000000 Penalty: 14994.331055
Iteration 141Q: 26 clusters Score -2.529463e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 322418 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 96904 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23635 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8477 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294748.000000 Penalty: 14994.331055
Iteration 142Q: 26 clusters Score -2.529475e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 322938 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 96348 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23656 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294846.000000 Penalty: 14994.331055
Iteration 143Q: 26 clusters Score -2.529485e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 323473 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2448 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 95807 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23657 members 
Mstep: Class 18 contains 32888 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8555 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294978.000000 Penalty: 14994.331055
Iteration 144Q: 26 clusters Score -2.529498e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 324072 members 
Mstep: Class 9 contains 636 members 
Mstep: Class 10 contains 9027 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 7723 members 
Mstep: Class 15 contains 95218 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23647 members 
Mstep: Class 18 contains 32881 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2082 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295082.000000 Penalty: 14994.331055
Iteration 145Q: 26 clusters Score -2.529508e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 324640 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 8943 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 94674 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23644 members 
Mstep: Class 18 contains 32884 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295174.000000 Penalty: 14994.331055
Iteration 146Q: 26 clusters Score -2.529517e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 325193 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 8858 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 94154 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2131 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295126.000000 Penalty: 14994.331055
Iteration 147Q: 26 clusters Score -2.529513e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1113 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 325704 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 93710 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23653 members 
Mstep: Class 18 contains 32875 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295000.000000 Penalty: 14994.331055
Iteration 148Q: 26 clusters Score -2.5295e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 326168 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 8697 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 7752 members 
Mstep: Class 15 contains 93265 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23663 members 
Mstep: Class 18 contains 32876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294996.000000 Penalty: 14994.331055
Iteration 149Q: 26 clusters Score -2.5295e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 326647 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 8611 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 7746 members 
Mstep: Class 15 contains 92844 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23675 members 
Mstep: Class 18 contains 32873 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2180 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8708 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294994.000000 Penalty: 14994.331055
Iteration 150Q: 26 clusters Score -2.529499e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 327185 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 8545 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 7741 members 
Mstep: Class 15 contains 92375 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23671 members 
Mstep: Class 18 contains 32870 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2195 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294900.000000 Penalty: 14994.331055
Iteration 151Q: 26 clusters Score -2.52949e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 1115 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 327692 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 91911 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23668 members 
Mstep: Class 18 contains 32862 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8738 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295016.000000 Penalty: 14994.331055
Iteration 152Q: 26 clusters Score -2.529502e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 328170 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 8423 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 91477 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23664 members 
Mstep: Class 18 contains 32856 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 2241 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294996.000000 Penalty: 14994.331055
Iteration 153Q: 26 clusters Score -2.5295e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1117 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 2164 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 328636 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 8364 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 91062 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23654 members 
Mstep: Class 18 contains 32857 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8791 members 
Mstep: Class 24 contains 2203 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295008.000000 Penalty: 14994.331055
Iteration 154Q: 26 clusters Score -2.529501e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1112 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 329085 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 7820 members 
Mstep: Class 15 contains 90685 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23637 members 
Mstep: Class 18 contains 32843 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 2169 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295006.000000 Penalty: 14994.331055
Iteration 155Q: 26 clusters Score -2.529501e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 329477 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 90360 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23636 members 
Mstep: Class 18 contains 32835 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294964.000000 Penalty: 14994.331055
Iteration 156Q: 26 clusters Score -2.529496e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 5 contains 6488 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 329864 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 8159 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2423 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 90061 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23633 members 
Mstep: Class 18 contains 32829 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8852 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294968.000000 Penalty: 14994.331055
Iteration 157Q: 26 clusters Score -2.529497e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 330257 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 89754 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23633 members 
Mstep: Class 18 contains 32828 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8874 members 
Mstep: Class 24 contains 2071 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294906.000000 Penalty: 14994.331055
Iteration 158Q: 26 clusters Score -2.529491e+07 nChanged 749
Entering ConstructFrom: 
Score: -25294906.000000 Penalty: 14994.331055
Entering ConstructFrom: 
Trying to split cluster 1 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -308419.937500 Penalty: 400.889465
	Iteration 0F: 2 clusters Score -308419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -303974.937500 Penalty: 801.778931
	Iteration 0F: 3 clusters Score -303974.9 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -305709.500000 Penalty: 801.778931
	Iteration 1F: 3 clusters Score -305709.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -305875.843750 Penalty: 801.778931
	Iteration 2F: 3 clusters Score -305875.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -306081.968750 Penalty: 801.778931
	Iteration 3F: 3 clusters Score -306082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -306363.281250 Penalty: 801.778931
	Iteration 4F: 3 clusters Score -306363.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -306680.812500 Penalty: 801.778931
	Iteration 5F: 3 clusters Score -306680.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -307022.125000 Penalty: 801.778931
	Iteration 6F: 3 clusters Score -307022.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -307242.218750 Penalty: 801.778931
	Iteration 7Q: 3 clusters Score -307242.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -307368.687500 Penalty: 801.778931
	Iteration 8Q: 3 clusters Score -307368.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -307431.437500 Penalty: 801.778931
	Iteration 9Q: 3 clusters Score -307431.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -307474.468750 Penalty: 801.778931
	Iteration 10Q: 3 clusters Score -307474.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -307515.937500 Penalty: 801.778931
	Iteration 11Q: 3 clusters Score -307515.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -307562.656250 Penalty: 801.778931
	Iteration 12Q: 3 clusters Score -307562.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -307601.625000 Penalty: 801.778931
	Iteration 13Q: 3 clusters Score -307601.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -307643.093750 Penalty: 801.778931
	Iteration 14Q: 3 clusters Score -307643.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -307693.437500 Penalty: 801.778931
	Iteration 15Q: 3 clusters Score -307693.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307734.437500 Penalty: 801.778931
	Iteration 16Q: 3 clusters Score -307734.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -307767.000000 Penalty: 801.778931
	Iteration 17Q: 3 clusters Score -307767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307797.312500 Penalty: 801.778931
	Iteration 18Q: 3 clusters Score -307797.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -307819.531250 Penalty: 801.778931
	Iteration 19Q: 3 clusters Score -307819.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -307837.812500 Penalty: 801.778931
	Iteration 20F: 3 clusters Score -307837.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -307853.781250 Penalty: 801.778931
	Iteration 21Q: 3 clusters Score -307853.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -307867.812500 Penalty: 801.778931
	Iteration 22Q: 3 clusters Score -307867.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307878.593750 Penalty: 801.778931
	Iteration 23Q: 3 clusters Score -307878.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -307889.437500 Penalty: 801.778931
	Iteration 24Q: 3 clusters Score -307889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307900.625000 Penalty: 801.778931
	Iteration 25Q: 3 clusters Score -307900.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -307913.656250 Penalty: 801.778931
	Iteration 26Q: 3 clusters Score -307913.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -307921.562500 Penalty: 801.778931
	Iteration 27Q: 3 clusters Score -307921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -307925.375000 Penalty: 801.778931
	Iteration 28Q: 3 clusters Score -307925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -307929.781250 Penalty: 801.778931
	Iteration 29Q: 3 clusters Score -307929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -307939.531250 Penalty: 801.778931
	Iteration 30Q: 3 clusters Score -307939.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -307951.625000 Penalty: 801.778931
	Iteration 31Q: 3 clusters Score -307951.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -307964.750000 Penalty: 801.778931
	Iteration 32Q: 3 clusters Score -307964.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -307973.062500 Penalty: 801.778931
	Iteration 33Q: 3 clusters Score -307973.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -307979.187500 Penalty: 801.778931
	Iteration 34Q: 3 clusters Score -307979.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -307989.718750 Penalty: 801.778931
	Iteration 35Q: 3 clusters Score -307989.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -308001.562500 Penalty: 801.778931
	Iteration 36Q: 3 clusters Score -308001.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -308016.218750 Penalty: 801.778931
	Iteration 37Q: 3 clusters Score -308016.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -308028.125000 Penalty: 801.778931
	Iteration 38Q: 3 clusters Score -308028.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -308039.531250 Penalty: 801.778931
	Iteration 39Q: 3 clusters Score -308039.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -308050.187500 Penalty: 801.778931
	Iteration 40F: 3 clusters Score -308050.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -308065.156250 Penalty: 801.778931
	Iteration 41Q: 3 clusters Score -308065.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -308073.750000 Penalty: 801.778931
	Iteration 42Q: 3 clusters Score -308073.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -308080.718750 Penalty: 801.778931
	Iteration 43Q: 3 clusters Score -308080.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -308087.125000 Penalty: 801.778931
	Iteration 44Q: 3 clusters Score -308087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -308090.968750 Penalty: 801.778931
	Iteration 45Q: 3 clusters Score -308091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -308094.687500 Penalty: 801.778931
	Iteration 46Q: 3 clusters Score -308094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -308096.687500 Penalty: 801.778931
	Iteration 47Q: 3 clusters Score -308096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -308099.125000 Penalty: 801.778931
	Iteration 48Q: 3 clusters Score -308099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -308101.031250 Penalty: 801.778931
	Iteration 49Q: 3 clusters Score -308101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -308101.125000 Penalty: 801.778931
	Iteration 50Q: 3 clusters Score -308101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -308101.718750 Penalty: 801.778931
	Iteration 51Q: 3 clusters Score -308101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -308102.562500 Penalty: 801.778931
	Iteration 52Q: 3 clusters Score -308102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -308102.531250 Penalty: 801.778931
	Iteration 53Q: 3 clusters Score -308102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -308102.531250 Penalty: 801.778931
	Iteration 54F: 3 clusters Score -308102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7494.118652 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7494.119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7548.278809 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7548.279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7562.198730 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7562.199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7567.461426 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7567.461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7573.207031 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7573.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7574.271973 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7574.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7576.569824 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7576.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7577.936523 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -7577.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7585.030273 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -7585.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7585.030273 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -7585.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10422.152344 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10422.15 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 135 members 
Entering Unmasked Estep 
Score: -10088.795898 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10088.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10172.786133 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10172.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10219.348633 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10219.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10238.288086 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -10238.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10252.844727 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10252.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10255.867188 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10255.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10258.362305 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10258.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10263.673828 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10263.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10264.658203 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10264.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10266.493164 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -10266.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10268.335938 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -10268.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10269.666992 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -10269.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10270.509766 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -10270.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10270.997070 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -10271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10270.997070 Penalty: 507.066010
	Iteration 14F: 3 clusters Score -10271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -48417.792969 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -48417.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47520.191406 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -47520.19 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -47785.023438 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -47785.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -47848.460938 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -47848.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -47921.792969 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -47921.79 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47985.054688 Penalty: 638.429810
	Iteration 4F: 3 clusters Score -47985.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -48052.453125 Penalty: 638.429810
	Iteration 5F: 3 clusters Score -48052.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -48123.492188 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -48123.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -48202.289062 Penalty: 638.429810
	Iteration 7F: 3 clusters Score -48202.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -48260.957031 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -48260.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -48293.968750 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -48293.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -48312.097656 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -48312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -48319.472656 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -48319.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -48324.199219 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -48324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -48327.066406 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -48327.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -48328.070312 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -48328.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -48328.234375 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -48328.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -48328.234375 Penalty: 638.429810
	Iteration 16F: 3 clusters Score -48328.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -313234.312500 Penalty: 399.658478
	Iteration 0F: 2 clusters Score -313234.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -308795.875000 Penalty: 799.316956
	Iteration 0F: 3 clusters Score -308795.9 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -310516.000000 Penalty: 799.316956
	Iteration 1F: 3 clusters Score -310516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -310650.593750 Penalty: 799.316956
	Iteration 2F: 3 clusters Score -310650.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -310814.906250 Penalty: 799.316956
	Iteration 3Q: 3 clusters Score -310814.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -311018.312500 Penalty: 799.316956
	Iteration 4F: 3 clusters Score -311018.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -311297.125000 Penalty: 799.316956
	Iteration 5F: 3 clusters Score -311297.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -311640.218750 Penalty: 799.316956
	Iteration 6F: 3 clusters Score -311640.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -311996.093750 Penalty: 799.316956
	Iteration 7F: 3 clusters Score -311996.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -312239.531250 Penalty: 799.316956
	Iteration 8Q: 3 clusters Score -312239.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -312365.937500 Penalty: 799.316956
	Iteration 9Q: 3 clusters Score -312365.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -312455.093750 Penalty: 799.316956
	Iteration 10Q: 3 clusters Score -312455.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -312505.875000 Penalty: 799.316956
	Iteration 11Q: 3 clusters Score -312505.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -312536.437500 Penalty: 799.316956
	Iteration 12Q: 3 clusters Score -312536.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -312563.718750 Penalty: 799.316956
	Iteration 13Q: 3 clusters Score -312563.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -312586.531250 Penalty: 799.316956
	Iteration 14Q: 3 clusters Score -312586.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -312607.937500 Penalty: 799.316956
	Iteration 15Q: 3 clusters Score -312607.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -312618.968750 Penalty: 799.316956
	Iteration 16Q: 3 clusters Score -312619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -312627.562500 Penalty: 799.316956
	Iteration 17Q: 3 clusters Score -312627.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -312634.187500 Penalty: 799.316956
	Iteration 18Q: 3 clusters Score -312634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -312640.031250 Penalty: 799.316956
	Iteration 19Q: 3 clusters Score -312640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -312645.687500 Penalty: 799.316956
	Iteration 20F: 3 clusters Score -312645.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -312653.343750 Penalty: 799.316956
	Iteration 21Q: 3 clusters Score -312653.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -312662.656250 Penalty: 799.316956
	Iteration 22Q: 3 clusters Score -312662.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -312678.031250 Penalty: 799.316956
	Iteration 23Q: 3 clusters Score -312678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -312691.125000 Penalty: 799.316956
	Iteration 24Q: 3 clusters Score -312691.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -312709.781250 Penalty: 799.316956
	Iteration 25Q: 3 clusters Score -312709.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -312729.375000 Penalty: 799.316956
	Iteration 26Q: 3 clusters Score -312729.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -312752.843750 Penalty: 799.316956
	Iteration 27Q: 3 clusters Score -312752.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -312774.250000 Penalty: 799.316956
	Iteration 28Q: 3 clusters Score -312774.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -312784.937500 Penalty: 799.316956
	Iteration 29Q: 3 clusters Score -312784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -312796.718750 Penalty: 799.316956
	Iteration 30Q: 3 clusters Score -312796.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -312807.031250 Penalty: 799.316956
	Iteration 31Q: 3 clusters Score -312807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -312813.687500 Penalty: 799.316956
	Iteration 32Q: 3 clusters Score -312813.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -312822.062500 Penalty: 799.316956
	Iteration 33Q: 3 clusters Score -312822.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -312828.343750 Penalty: 799.316956
	Iteration 34Q: 3 clusters Score -312828.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -312833.343750 Penalty: 799.316956
	Iteration 35Q: 3 clusters Score -312833.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -312839.218750 Penalty: 799.316956
	Iteration 36Q: 3 clusters Score -312839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -312842.343750 Penalty: 799.316956
	Iteration 37Q: 3 clusters Score -312842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -312846.968750 Penalty: 799.316956
	Iteration 38Q: 3 clusters Score -312847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -312851.250000 Penalty: 799.316956
	Iteration 39Q: 3 clusters Score -312851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -312854.531250 Penalty: 799.316956
	Iteration 40F: 3 clusters Score -312854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -312856.968750 Penalty: 799.316956
	Iteration 41Q: 3 clusters Score -312857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -312860.781250 Penalty: 799.316956
	Iteration 42Q: 3 clusters Score -312860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -312864.843750 Penalty: 799.316956
	Iteration 43Q: 3 clusters Score -312864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -312866.718750 Penalty: 799.316956
	Iteration 44Q: 3 clusters Score -312866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -312868.812500 Penalty: 799.316956
	Iteration 45Q: 3 clusters Score -312868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -312870.187500 Penalty: 799.316956
	Iteration 46Q: 3 clusters Score -312870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -312874.562500 Penalty: 799.316956
	Iteration 47Q: 3 clusters Score -312874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -312877.937500 Penalty: 799.316956
	Iteration 48Q: 3 clusters Score -312877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -312879.625000 Penalty: 799.316956
	Iteration 49Q: 3 clusters Score -312879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -312880.281250 Penalty: 799.316956
	Iteration 50Q: 3 clusters Score -312880.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -312884.406250 Penalty: 799.316956
	Iteration 51Q: 3 clusters Score -312884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -312886.687500 Penalty: 799.316956
	Iteration 52Q: 3 clusters Score -312886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -312891.375000 Penalty: 799.316956
	Iteration 53Q: 3 clusters Score -312891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -312895.468750 Penalty: 799.316956
	Iteration 54Q: 3 clusters Score -312895.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -312898.906250 Penalty: 799.316956
	Iteration 55Q: 3 clusters Score -312898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -312902.437500 Penalty: 799.316956
	Iteration 56Q: 3 clusters Score -312902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -312904.500000 Penalty: 799.316956
	Iteration 57Q: 3 clusters Score -312904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -312905.968750 Penalty: 799.316956
	Iteration 58Q: 3 clusters Score -312906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -312907.437500 Penalty: 799.316956
	Iteration 59Q: 3 clusters Score -312907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -312908.531250 Penalty: 799.316956
	Iteration 60F: 3 clusters Score -312908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -312909.812500 Penalty: 799.316956
	Iteration 61Q: 3 clusters Score -312909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -312910.843750 Penalty: 799.316956
	Iteration 62Q: 3 clusters Score -312910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -312911.062500 Penalty: 799.316956
	Iteration 63Q: 3 clusters Score -312911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -312911.750000 Penalty: 799.316956
	Iteration 64Q: 3 clusters Score -312911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -312913.437500 Penalty: 799.316956
	Iteration 65Q: 3 clusters Score -312913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -312914.343750 Penalty: 799.316956
	Iteration 66Q: 3 clusters Score -312914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -312914.656250 Penalty: 799.316956
	Iteration 67Q: 3 clusters Score -312914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -312914.906250 Penalty: 799.316956
	Iteration 68Q: 3 clusters Score -312914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -312914.906250 Penalty: 799.316956
	Iteration 69F: 3 clusters Score -312914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -107631.445312 Penalty: 349.489990
	Iteration 0F: 2 clusters Score -107631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -106053.500000 Penalty: 698.979980
	Iteration 0F: 3 clusters Score -106053.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -106592.914062 Penalty: 698.979980
	Iteration 1F: 3 clusters Score -106592.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -106664.742188 Penalty: 698.979980
	Iteration 2F: 3 clusters Score -106664.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -106704.539062 Penalty: 698.979980
	Iteration 3F: 3 clusters Score -106704.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -106745.328125 Penalty: 698.979980
	Iteration 4Q: 3 clusters Score -106745.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -106792.031250 Penalty: 698.979980
	Iteration 5Q: 3 clusters Score -106792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -106825.742188 Penalty: 698.979980
	Iteration 6Q: 3 clusters Score -106825.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -106851.609375 Penalty: 698.979980
	Iteration 7Q: 3 clusters Score -106851.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -106874.179688 Penalty: 698.979980
	Iteration 8Q: 3 clusters Score -106874.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106900.078125 Penalty: 698.979980
	Iteration 9Q: 3 clusters Score -106900.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -106932.609375 Penalty: 698.979980
	Iteration 10Q: 3 clusters Score -106932.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106986.984375 Penalty: 698.979980
	Iteration 11Q: 3 clusters Score -106987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -107067.960938 Penalty: 698.979980
	Iteration 12Q: 3 clusters Score -107068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107132.562500 Penalty: 698.979980
	Iteration 13Q: 3 clusters Score -107132.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -107175.757812 Penalty: 698.979980
	Iteration 14Q: 3 clusters Score -107175.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -107191.640625 Penalty: 698.979980
	Iteration 15Q: 3 clusters Score -107191.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -107198.562500 Penalty: 698.979980
	Iteration 16Q: 3 clusters Score -107198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -107201.406250 Penalty: 698.979980
	Iteration 17Q: 3 clusters Score -107201.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -107203.757812 Penalty: 698.979980
	Iteration 18Q: 3 clusters Score -107203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -107206.656250 Penalty: 698.979980
	Iteration 19Q: 3 clusters Score -107206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -107214.453125 Penalty: 698.979980
	Iteration 20F: 3 clusters Score -107214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -107217.507812 Penalty: 698.979980
	Iteration 21Q: 3 clusters Score -107217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -107221.312500 Penalty: 698.979980
	Iteration 22Q: 3 clusters Score -107221.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -107226.562500 Penalty: 698.979980
	Iteration 23Q: 3 clusters Score -107226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107228.632812 Penalty: 698.979980
	Iteration 24Q: 3 clusters Score -107228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -107230.390625 Penalty: 698.979980
	Iteration 25Q: 3 clusters Score -107230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107232.976562 Penalty: 698.979980
	Iteration 26Q: 3 clusters Score -107233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -107234.984375 Penalty: 698.979980
	Iteration 27Q: 3 clusters Score -107235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -107236.218750 Penalty: 698.979980
	Iteration 28Q: 3 clusters Score -107236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107237.398438 Penalty: 698.979980
	Iteration 29Q: 3 clusters Score -107237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107238.898438 Penalty: 698.979980
	Iteration 30Q: 3 clusters Score -107238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107240.257812 Penalty: 698.979980
	Iteration 31Q: 3 clusters Score -107240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -107240.546875 Penalty: 698.979980
	Iteration 32Q: 3 clusters Score -107240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -107240.546875 Penalty: 698.979980
	Iteration 33F: 3 clusters Score -107240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -16786.371094 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -16786.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16384.435547 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -16384.44 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16487.156250 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -16487.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16504.410156 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -16504.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16511.613281 Penalty: 536.139587
	Iteration 3Q: 3 clusters Score -16511.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16515.064453 Penalty: 536.139587
	Iteration 4Q: 3 clusters Score -16515.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16519.191406 Penalty: 536.139587
	Iteration 5Q: 3 clusters Score -16519.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16520.062500 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -16520.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16521.187500 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -16521.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16524.462891 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -16524.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16526.414062 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -16526.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16528.470703 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -16528.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16530.255859 Penalty: 536.139587
	Iteration 11Q: 3 clusters Score -16530.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16530.560547 Penalty: 536.139587
	Iteration 12Q: 3 clusters Score -16530.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16530.560547 Penalty: 536.139587
	Iteration 13F: 3 clusters Score -16530.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330588 members 
Entering Unmasked Estep 
Score: -16136902.000000 Penalty: 578.242554
	Iteration 0F: 2 clusters Score -1.61369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -15935114.000000 Penalty: 1156.485107
	Iteration 0F: 3 clusters Score -1.593511e+07 nChanged 163212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148821 members 
Mstep: Class 2 contains 181767 members 
Entering Unmasked Estep 
Score: -16036165.000000 Penalty: 1156.485107
	Iteration 1F: 3 clusters Score -1.603616e+07 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 189561 members 
Entering Unmasked Estep 
Score: -16042536.000000 Penalty: 1156.485107
	Iteration 2Q: 3 clusters Score -1.604254e+07 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 199739 members 
Entering Unmasked Estep 
Score: -16053528.000000 Penalty: 1156.485107
	Iteration 3F: 3 clusters Score -1.605353e+07 nChanged 21036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 211633 members 
Entering Unmasked Estep 
Score: -16069428.000000 Penalty: 1156.485107
	Iteration 4F: 3 clusters Score -1.606943e+07 nChanged 22197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 223134 members 
Entering Unmasked Estep 
Score: -16088166.000000 Penalty: 1156.485107
	Iteration 5F: 3 clusters Score -1.608817e+07 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 232224 members 
Entering Unmasked Estep 
Score: -16103115.000000 Penalty: 1156.485107
	Iteration 6F: 3 clusters Score -1.610312e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 238434 members 
Entering Unmasked Estep 
Score: -16110462.000000 Penalty: 1156.485107
	Iteration 7Q: 3 clusters Score -1.611046e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 244089 members 
Entering Unmasked Estep 
Score: -16113641.000000 Penalty: 1156.485107
	Iteration 8Q: 3 clusters Score -1.611364e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 250017 members 
Entering Unmasked Estep 
Score: -16115346.000000 Penalty: 1156.485107
	Iteration 9Q: 3 clusters Score -1.611535e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 256059 members 
Entering Unmasked Estep 
Score: -16116620.000000 Penalty: 1156.485107
	Iteration 10Q: 3 clusters Score -1.611662e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 261911 members 
Entering Unmasked Estep 
Score: -16117623.000000 Penalty: 1156.485107
	Iteration 11Q: 3 clusters Score -1.611762e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 267490 members 
Entering Unmasked Estep 
Score: -16118357.000000 Penalty: 1156.485107
	Iteration 12Q: 3 clusters Score -1.611836e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 272843 members 
Entering Unmasked Estep 
Score: -16119246.000000 Penalty: 1156.485107
	Iteration 13Q: 3 clusters Score -1.611925e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 277842 members 
Entering Unmasked Estep 
Score: -16120306.000000 Penalty: 1156.485107
	Iteration 14Q: 3 clusters Score -1.612031e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 282591 members 
Entering Unmasked Estep 
Score: -16121353.000000 Penalty: 1156.485107
	Iteration 15Q: 3 clusters Score -1.612135e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 287106 members 
Entering Unmasked Estep 
Score: -16122241.000000 Penalty: 1156.485107
	Iteration 16Q: 3 clusters Score -1.612224e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 291368 members 
Entering Unmasked Estep 
Score: -16122968.000000 Penalty: 1156.485107
	Iteration 17Q: 3 clusters Score -1.612297e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 295316 members 
Entering Unmasked Estep 
Score: -16123419.000000 Penalty: 1156.485107
	Iteration 18Q: 3 clusters Score -1.612342e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 299078 members 
Entering Unmasked Estep 
Score: -16123785.000000 Penalty: 1156.485107
	Iteration 19Q: 3 clusters Score -1.612378e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 302611 members 
Entering Unmasked Estep 
Score: -16124399.000000 Penalty: 1156.485107
	Iteration 20F: 3 clusters Score -1.61244e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 305901 members 
Entering Unmasked Estep 
Score: -16124943.000000 Penalty: 1156.485107
	Iteration 21Q: 3 clusters Score -1.612494e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 308984 members 
Entering Unmasked Estep 
Score: -16125854.000000 Penalty: 1156.485107
	Iteration 22Q: 3 clusters Score -1.612585e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 311881 members 
Entering Unmasked Estep 
Score: -16126628.000000 Penalty: 1156.485107
	Iteration 23Q: 3 clusters Score -1.612663e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 314613 members 
Entering Unmasked Estep 
Score: -16127744.000000 Penalty: 1156.485107
	Iteration 24Q: 3 clusters Score -1.612774e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 317103 members 
Entering Unmasked Estep 
Score: -16128882.000000 Penalty: 1156.485107
	Iteration 25Q: 3 clusters Score -1.612888e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 319318 members 
Entering Unmasked Estep 
Score: -16129848.000000 Penalty: 1156.485107
	Iteration 26Q: 3 clusters Score -1.612985e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 321259 members 
Entering Unmasked Estep 
Score: -16130713.000000 Penalty: 1156.485107
	Iteration 27Q: 3 clusters Score -1.613071e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 322930 members 
Entering Unmasked Estep 
Score: -16131681.000000 Penalty: 1156.485107
	Iteration 28Q: 3 clusters Score -1.613168e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 324411 members 
Entering Unmasked Estep 
Score: -16132515.000000 Penalty: 1156.485107
	Iteration 29Q: 3 clusters Score -1.613252e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 325685 members 
Entering Unmasked Estep 
Score: -16133144.000000 Penalty: 1156.485107
	Iteration 30Q: 3 clusters Score -1.613314e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 326763 members 
Entering Unmasked Estep 
Score: -16133824.000000 Penalty: 1156.485107
	Iteration 31Q: 3 clusters Score -1.613382e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 327598 members 
Entering Unmasked Estep 
Score: -16134317.000000 Penalty: 1156.485107
	Iteration 32Q: 3 clusters Score -1.613432e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 328258 members 
Entering Unmasked Estep 
Score: -16134725.000000 Penalty: 1156.485107
	Iteration 33Q: 3 clusters Score -1.613472e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 328783 members 
Entering Unmasked Estep 
Score: -16135121.000000 Penalty: 1156.485107
	Iteration 34Q: 3 clusters Score -1.613512e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 329180 members 
Entering Unmasked Estep 
Score: -16135379.000000 Penalty: 1156.485107
	Iteration 35Q: 3 clusters Score -1.613538e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 329456 members 
Entering Unmasked Estep 
Score: -16135608.000000 Penalty: 1156.485107
	Iteration 36Q: 3 clusters Score -1.613561e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 329668 members 
Entering Unmasked Estep 
Score: -16135821.000000 Penalty: 1156.485107
	Iteration 37Q: 3 clusters Score -1.613582e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 329830 members 
Entering Unmasked Estep 
Score: -16135986.000000 Penalty: 1156.485107
	Iteration 38Q: 3 clusters Score -1.613599e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 329949 members 
Entering Unmasked Estep 
Score: -16136076.000000 Penalty: 1156.485107
	Iteration 39Q: 3 clusters Score -1.613608e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 330031 members 
Entering Unmasked Estep 
Score: -16136151.000000 Penalty: 1156.485107
	Iteration 40F: 3 clusters Score -1.613615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 330091 members 
Entering Unmasked Estep 
Score: -16136200.000000 Penalty: 1156.485107
	Iteration 41Q: 3 clusters Score -1.61362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 330138 members 
Entering Unmasked Estep 
Score: -16136229.000000 Penalty: 1156.485107
	Iteration 42Q: 3 clusters Score -1.613623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 330175 members 
Entering Unmasked Estep 
Score: -16136272.000000 Penalty: 1156.485107
	Iteration 43Q: 3 clusters Score -1.613627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 330198 members 
Entering Unmasked Estep 
Score: -16136301.000000 Penalty: 1156.485107
	Iteration 44Q: 3 clusters Score -1.61363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 330224 members 
Entering Unmasked Estep 
Score: -16136321.000000 Penalty: 1156.485107
	Iteration 45Q: 3 clusters Score -1.613632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 330248 members 
Entering Unmasked Estep 
Score: -16136341.000000 Penalty: 1156.485107
	Iteration 46Q: 3 clusters Score -1.613634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 330269 members 
Entering Unmasked Estep 
Score: -16136353.000000 Penalty: 1156.485107
	Iteration 47Q: 3 clusters Score -1.613635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330286 members 
Entering Unmasked Estep 
Score: -16136356.000000 Penalty: 1156.485107
	Iteration 48Q: 3 clusters Score -1.613636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 330293 members 
Entering Unmasked Estep 
Score: -16136365.000000 Penalty: 1156.485107
	Iteration 49Q: 3 clusters Score -1.613636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330298 members 
Entering Unmasked Estep 
Score: -16136370.000000 Penalty: 1156.485107
	Iteration 50Q: 3 clusters Score -1.613637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 330300 members 
Entering Unmasked Estep 
Score: -16136367.000000 Penalty: 1156.485107
	Iteration 51Q: 3 clusters Score -1.613637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 330302 members 
Entering Unmasked Estep 
Score: -16136369.000000 Penalty: 1156.485107
	Iteration 52Q: 3 clusters Score -1.613637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 330302 members 
Entering Unmasked Estep 
Score: -16136369.000000 Penalty: 1156.485107
	Iteration 53F: 3 clusters Score -1.613637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -36872.859375 Penalty: 297.419464
	Iteration 0F: 2 clusters Score -36872.86 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 339 members 
Entering Unmasked Estep 
Score: -36248.105469 Penalty: 594.838928
	Iteration 0F: 3 clusters Score -36248.11 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36426.867188 Penalty: 594.838928
	Iteration 1F: 3 clusters Score -36426.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36462.445312 Penalty: 594.838928
	Iteration 2F: 3 clusters Score -36462.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36478.867188 Penalty: 594.838928
	Iteration 3Q: 3 clusters Score -36478.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36491.144531 Penalty: 594.838928
	Iteration 4Q: 3 clusters Score -36491.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36502.019531 Penalty: 594.838928
	Iteration 5Q: 3 clusters Score -36502.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36507.042969 Penalty: 594.838928
	Iteration 6Q: 3 clusters Score -36507.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36512.289062 Penalty: 594.838928
	Iteration 7Q: 3 clusters Score -36512.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36515.953125 Penalty: 594.838928
	Iteration 8Q: 3 clusters Score -36515.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36517.824219 Penalty: 594.838928
	Iteration 9Q: 3 clusters Score -36517.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36520.750000 Penalty: 594.838928
	Iteration 10Q: 3 clusters Score -36520.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36524.914062 Penalty: 594.838928
	Iteration 11Q: 3 clusters Score -36524.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36528.902344 Penalty: 594.838928
	Iteration 12Q: 3 clusters Score -36528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36530.765625 Penalty: 594.838928
	Iteration 13Q: 3 clusters Score -36530.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36532.191406 Penalty: 594.838928
	Iteration 14Q: 3 clusters Score -36532.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36533.468750 Penalty: 594.838928
	Iteration 15Q: 3 clusters Score -36533.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36535.062500 Penalty: 594.838928
	Iteration 16Q: 3 clusters Score -36535.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36537.554688 Penalty: 594.838928
	Iteration 17Q: 3 clusters Score -36537.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36546.375000 Penalty: 594.838928
	Iteration 18Q: 3 clusters Score -36546.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36554.085938 Penalty: 594.838928
	Iteration 19Q: 3 clusters Score -36554.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36560.691406 Penalty: 594.838928
	Iteration 20F: 3 clusters Score -36560.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36564.675781 Penalty: 594.838928
	Iteration 21Q: 3 clusters Score -36564.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36566.558594 Penalty: 594.838928
	Iteration 22Q: 3 clusters Score -36566.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36567.242188 Penalty: 594.838928
	Iteration 23Q: 3 clusters Score -36567.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36567.242188 Penalty: 594.838928
	Iteration 24F: 3 clusters Score -36567.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -411716.906250 Penalty: 408.826385
	Iteration 0F: 2 clusters Score -411716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -406344.875000 Penalty: 817.652771
	Iteration 0F: 3 clusters Score -406344.9 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -408578.437500 Penalty: 817.652771
	Iteration 1F: 3 clusters Score -408578.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -408835.750000 Penalty: 817.652771
	Iteration 2F: 3 clusters Score -408835.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -409230.406250 Penalty: 817.652771
	Iteration 3F: 3 clusters Score -409230.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -409727.343750 Penalty: 817.652771
	Iteration 4F: 3 clusters Score -409727.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -410236.468750 Penalty: 817.652771
	Iteration 5F: 3 clusters Score -410236.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -410674.656250 Penalty: 817.652771
	Iteration 6F: 3 clusters Score -410674.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -410928.187500 Penalty: 817.652771
	Iteration 7Q: 3 clusters Score -410928.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -411088.406250 Penalty: 817.652771
	Iteration 8Q: 3 clusters Score -411088.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -411196.718750 Penalty: 817.652771
	Iteration 9Q: 3 clusters Score -411196.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -411267.343750 Penalty: 817.652771
	Iteration 10Q: 3 clusters Score -411267.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -411326.843750 Penalty: 817.652771
	Iteration 11Q: 3 clusters Score -411326.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -411371.968750 Penalty: 817.652771
	Iteration 12Q: 3 clusters Score -411372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -411395.687500 Penalty: 817.652771
	Iteration 13Q: 3 clusters Score -411395.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -411413.187500 Penalty: 817.652771
	Iteration 14Q: 3 clusters Score -411413.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -411422.281250 Penalty: 817.652771
	Iteration 15Q: 3 clusters Score -411422.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -411427.156250 Penalty: 817.652771
	Iteration 16Q: 3 clusters Score -411427.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -411428.062500 Penalty: 817.652771
	Iteration 17Q: 3 clusters Score -411428.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -411430.781250 Penalty: 817.652771
	Iteration 18Q: 3 clusters Score -411430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411432.500000 Penalty: 817.652771
	Iteration 19Q: 3 clusters Score -411432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411436.125000 Penalty: 817.652771
	Iteration 20F: 3 clusters Score -411436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -411439.718750 Penalty: 817.652771
	Iteration 21Q: 3 clusters Score -411439.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -411444.968750 Penalty: 817.652771
	Iteration 22Q: 3 clusters Score -411445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -411446.218750 Penalty: 817.652771
	Iteration 23Q: 3 clusters Score -411446.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -411448.812500 Penalty: 817.652771
	Iteration 24Q: 3 clusters Score -411448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411450.187500 Penalty: 817.652771
	Iteration 25Q: 3 clusters Score -411450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -411452.406250 Penalty: 817.652771
	Iteration 26Q: 3 clusters Score -411452.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -411453.031250 Penalty: 817.652771
	Iteration 27Q: 3 clusters Score -411453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -411455.468750 Penalty: 817.652771
	Iteration 28Q: 3 clusters Score -411455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -411455.406250 Penalty: 817.652771
	Iteration 29Q: 3 clusters Score -411455.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411456.687500 Penalty: 817.652771
	Iteration 30Q: 3 clusters Score -411456.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -411457.312500 Penalty: 817.652771
	Iteration 31Q: 3 clusters Score -411457.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -411456.968750 Penalty: 817.652771
	Iteration 32Q: 3 clusters Score -411457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -411457.812500 Penalty: 817.652771
	Iteration 33Q: 3 clusters Score -411457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -411459.218750 Penalty: 817.652771
	Iteration 34Q: 3 clusters Score -411459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -411458.468750 Penalty: 817.652771
	Iteration 35Q: 3 clusters Score -411458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -411459.593750 Penalty: 817.652771
	Iteration 36Q: 3 clusters Score -411459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -411460.218750 Penalty: 817.652771
	Iteration 37Q: 3 clusters Score -411460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -411461.968750 Penalty: 817.652771
	Iteration 38Q: 3 clusters Score -411462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -411464.031250 Penalty: 817.652771
	Iteration 39Q: 3 clusters Score -411464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -411464.906250 Penalty: 817.652771
	Iteration 40F: 3 clusters Score -411464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -411467.093750 Penalty: 817.652771
	Iteration 41Q: 3 clusters Score -411467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -411467.281250 Penalty: 817.652771
	Iteration 42Q: 3 clusters Score -411467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -411467.062500 Penalty: 817.652771
	Iteration 43Q: 3 clusters Score -411467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -411468.562500 Penalty: 817.652771
	Iteration 44Q: 3 clusters Score -411468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -411469.343750 Penalty: 817.652771
	Iteration 45Q: 3 clusters Score -411469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -411468.718750 Penalty: 817.652771
	Iteration 46Q: 3 clusters Score -411468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -411469.656250 Penalty: 817.652771
	Iteration 47Q: 3 clusters Score -411469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -411469.468750 Penalty: 817.652771
	Iteration 48Q: 3 clusters Score -411469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -411469.718750 Penalty: 817.652771
	Iteration 49Q: 3 clusters Score -411469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -411469.718750 Penalty: 817.652771
	Iteration 50F: 3 clusters Score -411469.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39066.523438 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39066.52 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39267.679688 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39267.68 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39331.242188 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39331.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39362.425781 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39362.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -39377.453125 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -39377.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39391.667969 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39391.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -39405.894531 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39405.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39441.214844 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39441.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -39490.957031 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39490.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39533.824219 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39533.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -39580.703125 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39580.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -39613.613281 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39613.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39633.976562 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39633.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -39661.179688 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39661.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -39688.281250 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39688.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39718.757812 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39718.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -39745.109375 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39745.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -39753.136719 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39753.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -39759.371094 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39759.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39765.574219 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39765.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39770.429688 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39770.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -39776.917969 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -39776.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -39782.539062 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -39782.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -39785.460938 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -39785.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39789.625000 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -39789.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39795.566406 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -39795.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -39796.910156 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -39796.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39797.472656 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -39797.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39797.472656 Penalty: 614.243774
	Iteration 28F: 3 clusters Score -39797.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -122728.539062 Penalty: 354.608185
	Iteration 0F: 2 clusters Score -122728.5 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 1216 members 
Entering Unmasked Estep 
Score: -121039.429688 Penalty: 709.216370
	Iteration 0F: 3 clusters Score -121039.4 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -121618.218750 Penalty: 709.216370
	Iteration 1F: 3 clusters Score -121618.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -121685.203125 Penalty: 709.216370
	Iteration 2F: 3 clusters Score -121685.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -121734.171875 Penalty: 709.216370
	Iteration 3Q: 3 clusters Score -121734.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -121780.726562 Penalty: 709.216370
	Iteration 4Q: 3 clusters Score -121780.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -121828.164062 Penalty: 709.216370
	Iteration 5Q: 3 clusters Score -121828.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -121867.625000 Penalty: 709.216370
	Iteration 6Q: 3 clusters Score -121867.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -121920.578125 Penalty: 709.216370
	Iteration 7Q: 3 clusters Score -121920.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -121980.140625 Penalty: 709.216370
	Iteration 8Q: 3 clusters Score -121980.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -122033.820312 Penalty: 709.216370
	Iteration 9Q: 3 clusters Score -122033.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -122087.757812 Penalty: 709.216370
	Iteration 10Q: 3 clusters Score -122087.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -122135.570312 Penalty: 709.216370
	Iteration 11Q: 3 clusters Score -122135.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -122159.046875 Penalty: 709.216370
	Iteration 12Q: 3 clusters Score -122159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -122176.960938 Penalty: 709.216370
	Iteration 13Q: 3 clusters Score -122177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -122186.132812 Penalty: 709.216370
	Iteration 14Q: 3 clusters Score -122186.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -122201.945312 Penalty: 709.216370
	Iteration 15Q: 3 clusters Score -122201.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -122211.656250 Penalty: 709.216370
	Iteration 16Q: 3 clusters Score -122211.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -122220.046875 Penalty: 709.216370
	Iteration 17Q: 3 clusters Score -122220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -122225.375000 Penalty: 709.216370
	Iteration 18Q: 3 clusters Score -122225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -122229.937500 Penalty: 709.216370
	Iteration 19Q: 3 clusters Score -122229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -122233.406250 Penalty: 709.216370
	Iteration 20F: 3 clusters Score -122233.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -122235.320312 Penalty: 709.216370
	Iteration 21Q: 3 clusters Score -122235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -122239.023438 Penalty: 709.216370
	Iteration 22Q: 3 clusters Score -122239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -122243.984375 Penalty: 709.216370
	Iteration 23Q: 3 clusters Score -122244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -122249.968750 Penalty: 709.216370
	Iteration 24Q: 3 clusters Score -122250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -122258.000000 Penalty: 709.216370
	Iteration 25Q: 3 clusters Score -122258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -122267.820312 Penalty: 709.216370
	Iteration 26Q: 3 clusters Score -122267.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -122278.812500 Penalty: 709.216370
	Iteration 27Q: 3 clusters Score -122278.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -122285.281250 Penalty: 709.216370
	Iteration 28Q: 3 clusters Score -122285.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -122290.164062 Penalty: 709.216370
	Iteration 29Q: 3 clusters Score -122290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -122297.062500 Penalty: 709.216370
	Iteration 30Q: 3 clusters Score -122297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -122304.125000 Penalty: 709.216370
	Iteration 31Q: 3 clusters Score -122304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -122311.546875 Penalty: 709.216370
	Iteration 32Q: 3 clusters Score -122311.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -122318.914062 Penalty: 709.216370
	Iteration 33Q: 3 clusters Score -122318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -122325.796875 Penalty: 709.216370
	Iteration 34Q: 3 clusters Score -122325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -122328.773438 Penalty: 709.216370
	Iteration 35Q: 3 clusters Score -122328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -122332.632812 Penalty: 709.216370
	Iteration 36Q: 3 clusters Score -122332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -122335.523438 Penalty: 709.216370
	Iteration 37Q: 3 clusters Score -122335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -122338.414062 Penalty: 709.216370
	Iteration 38Q: 3 clusters Score -122338.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -122341.187500 Penalty: 709.216370
	Iteration 39Q: 3 clusters Score -122341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -122343.539062 Penalty: 709.216370
	Iteration 40F: 3 clusters Score -122343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -122344.039062 Penalty: 709.216370
	Iteration 41Q: 3 clusters Score -122344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -122344.460938 Penalty: 709.216370
	Iteration 42Q: 3 clusters Score -122344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -122344.609375 Penalty: 709.216370
	Iteration 43Q: 3 clusters Score -122344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -122344.609375 Penalty: 709.216370
	Iteration 44F: 3 clusters Score -122344.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -107670.398438 Penalty: 352.239777
	Iteration 0F: 2 clusters Score -107670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -106044.460938 Penalty: 704.479553
	Iteration 0F: 3 clusters Score -106044.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -106621.664062 Penalty: 704.479553
	Iteration 1F: 3 clusters Score -106621.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -106752.601562 Penalty: 704.479553
	Iteration 2F: 3 clusters Score -106752.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -106853.148438 Penalty: 704.479553
	Iteration 3F: 3 clusters Score -106853.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106945.703125 Penalty: 704.479553
	Iteration 4F: 3 clusters Score -106945.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107013.507812 Penalty: 704.479553
	Iteration 5Q: 3 clusters Score -107013.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107070.750000 Penalty: 704.479553
	Iteration 6Q: 3 clusters Score -107070.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107139.781250 Penalty: 704.479553
	Iteration 7Q: 3 clusters Score -107139.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107197.023438 Penalty: 704.479553
	Iteration 8Q: 3 clusters Score -107197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107222.140625 Penalty: 704.479553
	Iteration 9Q: 3 clusters Score -107222.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107236.796875 Penalty: 704.479553
	Iteration 10Q: 3 clusters Score -107236.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107249.820312 Penalty: 704.479553
	Iteration 11Q: 3 clusters Score -107249.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -107269.218750 Penalty: 704.479553
	Iteration 12Q: 3 clusters Score -107269.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -107282.429688 Penalty: 704.479553
	Iteration 13Q: 3 clusters Score -107282.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -107293.906250 Penalty: 704.479553
	Iteration 14Q: 3 clusters Score -107293.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107302.101562 Penalty: 704.479553
	Iteration 15Q: 3 clusters Score -107302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -107311.757812 Penalty: 704.479553
	Iteration 16Q: 3 clusters Score -107311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107326.210938 Penalty: 704.479553
	Iteration 17Q: 3 clusters Score -107326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -107335.187500 Penalty: 704.479553
	Iteration 18Q: 3 clusters Score -107335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -107341.570312 Penalty: 704.479553
	Iteration 19Q: 3 clusters Score -107341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107346.156250 Penalty: 704.479553
	Iteration 20F: 3 clusters Score -107346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -107349.421875 Penalty: 704.479553
	Iteration 21Q: 3 clusters Score -107349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -107351.148438 Penalty: 704.479553
	Iteration 22Q: 3 clusters Score -107351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -107355.148438 Penalty: 704.479553
	Iteration 23Q: 3 clusters Score -107355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -107359.289062 Penalty: 704.479553
	Iteration 24Q: 3 clusters Score -107359.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -107362.507812 Penalty: 704.479553
	Iteration 25Q: 3 clusters Score -107362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -107366.398438 Penalty: 704.479553
	Iteration 26Q: 3 clusters Score -107366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -107372.000000 Penalty: 704.479553
	Iteration 27Q: 3 clusters Score -107372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -107377.875000 Penalty: 704.479553
	Iteration 28Q: 3 clusters Score -107377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -107379.906250 Penalty: 704.479553
	Iteration 29Q: 3 clusters Score -107379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -107380.195312 Penalty: 704.479553
	Iteration 30Q: 3 clusters Score -107380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -107380.195312 Penalty: 704.479553
	Iteration 31F: 3 clusters Score -107380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -410061.250000 Penalty: 408.166199
	Iteration 0F: 2 clusters Score -410061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -404788.531250 Penalty: 816.332397
	Iteration 0F: 3 clusters Score -404788.5 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -406947.281250 Penalty: 816.332397
	Iteration 1F: 3 clusters Score -406947.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -407302.156250 Penalty: 816.332397
	Iteration 2F: 3 clusters Score -407302.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -407769.843750 Penalty: 816.332397
	Iteration 3F: 3 clusters Score -407769.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -408277.125000 Penalty: 816.332397
	Iteration 4F: 3 clusters Score -408277.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -408723.656250 Penalty: 816.332397
	Iteration 5F: 3 clusters Score -408723.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -409071.093750 Penalty: 816.332397
	Iteration 6Q: 3 clusters Score -409071.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -409263.093750 Penalty: 816.332397
	Iteration 7Q: 3 clusters Score -409263.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -409400.093750 Penalty: 816.332397
	Iteration 8Q: 3 clusters Score -409400.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -409479.406250 Penalty: 816.332397
	Iteration 9Q: 3 clusters Score -409479.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -409540.062500 Penalty: 816.332397
	Iteration 10Q: 3 clusters Score -409540.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -409587.593750 Penalty: 816.332397
	Iteration 11Q: 3 clusters Score -409587.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -409627.968750 Penalty: 816.332397
	Iteration 12Q: 3 clusters Score -409628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -409649.375000 Penalty: 816.332397
	Iteration 13Q: 3 clusters Score -409649.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -409664.812500 Penalty: 816.332397
	Iteration 14Q: 3 clusters Score -409664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -409673.281250 Penalty: 816.332397
	Iteration 15Q: 3 clusters Score -409673.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -409681.218750 Penalty: 816.332397
	Iteration 16Q: 3 clusters Score -409681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -409686.812500 Penalty: 816.332397
	Iteration 17Q: 3 clusters Score -409686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -409691.093750 Penalty: 816.332397
	Iteration 18Q: 3 clusters Score -409691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -409696.000000 Penalty: 816.332397
	Iteration 19Q: 3 clusters Score -409696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -409701.156250 Penalty: 816.332397
	Iteration 20F: 3 clusters Score -409701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -409706.125000 Penalty: 816.332397
	Iteration 21Q: 3 clusters Score -409706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -409707.406250 Penalty: 816.332397
	Iteration 22Q: 3 clusters Score -409707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -409707.812500 Penalty: 816.332397
	Iteration 23Q: 3 clusters Score -409707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -409709.437500 Penalty: 816.332397
	Iteration 24Q: 3 clusters Score -409709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -409710.406250 Penalty: 816.332397
	Iteration 25Q: 3 clusters Score -409710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -409712.000000 Penalty: 816.332397
	Iteration 26Q: 3 clusters Score -409712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -409712.125000 Penalty: 816.332397
	Iteration 27Q: 3 clusters Score -409712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -409712.250000 Penalty: 816.332397
	Iteration 28Q: 3 clusters Score -409712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -409713.187500 Penalty: 816.332397
	Iteration 29Q: 3 clusters Score -409713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -409714.687500 Penalty: 816.332397
	Iteration 30Q: 3 clusters Score -409714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -409714.687500 Penalty: 816.332397
	Iteration 31F: 3 clusters Score -409714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Entering Unmasked Estep 
Score: -4516687.000000 Penalty: 518.774414
	Iteration 0F: 2 clusters Score -4516687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -4456259.500000 Penalty: 1037.548828
	Iteration 0F: 3 clusters Score -4456260 nChanged 43680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -4484130.000000 Penalty: 1037.548828
	Iteration 1F: 3 clusters Score -4484130 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -4487161.000000 Penalty: 1037.548828
	Iteration 2F: 3 clusters Score -4487161 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -4491995.500000 Penalty: 1037.548828
	Iteration 3F: 3 clusters Score -4491996 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -4498669.000000 Penalty: 1037.548828
	Iteration 4F: 3 clusters Score -4498669 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -4505587.000000 Penalty: 1037.548828
	Iteration 5F: 3 clusters Score -4505587 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -4510841.500000 Penalty: 1037.548828
	Iteration 6F: 3 clusters Score -4510842 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -4513734.500000 Penalty: 1037.548828
	Iteration 7Q: 3 clusters Score -4513734 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -4515080.000000 Penalty: 1037.548828
	Iteration 8Q: 3 clusters Score -4515080 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -4515641.000000 Penalty: 1037.548828
	Iteration 9Q: 3 clusters Score -4515641 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -4515915.500000 Penalty: 1037.548828
	Iteration 10Q: 3 clusters Score -4515916 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -4516059.500000 Penalty: 1037.548828
	Iteration 11Q: 3 clusters Score -4516060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -4516122.500000 Penalty: 1037.548828
	Iteration 12Q: 3 clusters Score -4516122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -4516148.500000 Penalty: 1037.548828
	Iteration 13Q: 3 clusters Score -4516148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -4516169.500000 Penalty: 1037.548828
	Iteration 14Q: 3 clusters Score -4516170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -4516179.500000 Penalty: 1037.548828
	Iteration 15Q: 3 clusters Score -4516180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -4516190.500000 Penalty: 1037.548828
	Iteration 16Q: 3 clusters Score -4516190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -4516201.000000 Penalty: 1037.548828
	Iteration 17Q: 3 clusters Score -4516201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -4516203.500000 Penalty: 1037.548828
	Iteration 18Q: 3 clusters Score -4516204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -4516207.500000 Penalty: 1037.548828
	Iteration 19Q: 3 clusters Score -4516208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89334 members 
Entering Unmasked Estep 
Score: -4516210.500000 Penalty: 1037.548828
	Iteration 20F: 3 clusters Score -4516210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -4516220.000000 Penalty: 1037.548828
	Iteration 21Q: 3 clusters Score -4516220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -4516225.000000 Penalty: 1037.548828
	Iteration 22Q: 3 clusters Score -4516225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -4516222.500000 Penalty: 1037.548828
	Iteration 23Q: 3 clusters Score -4516222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -4516224.000000 Penalty: 1037.548828
	Iteration 24Q: 3 clusters Score -4516224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -4516227.500000 Penalty: 1037.548828
	Iteration 25Q: 3 clusters Score -4516228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -4516233.500000 Penalty: 1037.548828
	Iteration 26Q: 3 clusters Score -4516234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -4516236.500000 Penalty: 1037.548828
	Iteration 27Q: 3 clusters Score -4516236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -4516237.500000 Penalty: 1037.548828
	Iteration 28Q: 3 clusters Score -4516238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -4516240.000000 Penalty: 1037.548828
	Iteration 29Q: 3 clusters Score -4516240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -4516243.000000 Penalty: 1037.548828
	Iteration 30Q: 3 clusters Score -4516243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -4516241.000000 Penalty: 1037.548828
	Iteration 31Q: 3 clusters Score -4516241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -4516241.000000 Penalty: 1037.548828
	Iteration 32F: 3 clusters Score -4516241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15380.124023 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15380.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15472.313477 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15472.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15488.281250 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15488.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15501.777344 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15501.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15512.633789 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15512.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15520.249023 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15520.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15528.755859 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15528.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15545.987305 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15545.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15562.700195 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15562.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15570.994141 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15570.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15574.354492 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15574.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15574.817383 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15574.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15574.817383 Penalty: 533.590454
	Iteration 12F: 3 clusters Score -15574.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Entering Unmasked Estep 
Score: -1156695.625000 Penalty: 458.205078
	Iteration 0F: 2 clusters Score -1156696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1140837.750000 Penalty: 916.410156
	Iteration 0F: 3 clusters Score -1140838 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1147943.500000 Penalty: 916.410156
	Iteration 1F: 3 clusters Score -1147944 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1148737.125000 Penalty: 916.410156
	Iteration 2F: 3 clusters Score -1148737 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1149947.625000 Penalty: 916.410156
	Iteration 3F: 3 clusters Score -1149948 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1151326.375000 Penalty: 916.410156
	Iteration 4F: 3 clusters Score -1151326 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1152248.375000 Penalty: 916.410156
	Iteration 5F: 3 clusters Score -1152248 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1152715.750000 Penalty: 916.410156
	Iteration 6Q: 3 clusters Score -1152716 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1152971.000000 Penalty: 916.410156
	Iteration 7Q: 3 clusters Score -1152971 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1153176.500000 Penalty: 916.410156
	Iteration 8Q: 3 clusters Score -1153176 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1153335.250000 Penalty: 916.410156
	Iteration 9Q: 3 clusters Score -1153335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1153465.500000 Penalty: 916.410156
	Iteration 10Q: 3 clusters Score -1153466 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1153585.125000 Penalty: 916.410156
	Iteration 11Q: 3 clusters Score -1153585 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1153703.125000 Penalty: 916.410156
	Iteration 12Q: 3 clusters Score -1153703 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1153796.750000 Penalty: 916.410156
	Iteration 13Q: 3 clusters Score -1153797 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1153884.125000 Penalty: 916.410156
	Iteration 14Q: 3 clusters Score -1153884 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1153957.375000 Penalty: 916.410156
	Iteration 15Q: 3 clusters Score -1153957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1154014.125000 Penalty: 916.410156
	Iteration 16Q: 3 clusters Score -1154014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1154066.125000 Penalty: 916.410156
	Iteration 17Q: 3 clusters Score -1154066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1154112.500000 Penalty: 916.410156
	Iteration 18Q: 3 clusters Score -1154112 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1154172.375000 Penalty: 916.410156
	Iteration 19Q: 3 clusters Score -1154172 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1154232.125000 Penalty: 916.410156
	Iteration 20F: 3 clusters Score -1154232 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1154287.750000 Penalty: 916.410156
	Iteration 21Q: 3 clusters Score -1154288 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1154342.500000 Penalty: 916.410156
	Iteration 22Q: 3 clusters Score -1154342 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1154408.875000 Penalty: 916.410156
	Iteration 23Q: 3 clusters Score -1154409 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1154478.875000 Penalty: 916.410156
	Iteration 24Q: 3 clusters Score -1154479 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1154550.625000 Penalty: 916.410156
	Iteration 25Q: 3 clusters Score -1154551 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1154615.500000 Penalty: 916.410156
	Iteration 26Q: 3 clusters Score -1154616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1154678.750000 Penalty: 916.410156
	Iteration 27Q: 3 clusters Score -1154679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1154738.875000 Penalty: 916.410156
	Iteration 28Q: 3 clusters Score -1154739 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1154809.125000 Penalty: 916.410156
	Iteration 29Q: 3 clusters Score -1154809 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1154875.500000 Penalty: 916.410156
	Iteration 30Q: 3 clusters Score -1154876 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1154953.875000 Penalty: 916.410156
	Iteration 31Q: 3 clusters Score -1154954 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1155037.000000 Penalty: 916.410156
	Iteration 32Q: 3 clusters Score -1155037 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1155136.500000 Penalty: 916.410156
	Iteration 33Q: 3 clusters Score -1155136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1155251.375000 Penalty: 916.410156
	Iteration 34Q: 3 clusters Score -1155251 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1155353.000000 Penalty: 916.410156
	Iteration 35Q: 3 clusters Score -1155353 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1155431.000000 Penalty: 916.410156
	Iteration 36Q: 3 clusters Score -1155431 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1155512.625000 Penalty: 916.410156
	Iteration 37Q: 3 clusters Score -1155513 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1155594.000000 Penalty: 916.410156
	Iteration 38Q: 3 clusters Score -1155594 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1155676.000000 Penalty: 916.410156
	Iteration 39Q: 3 clusters Score -1155676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -1155762.625000 Penalty: 916.410156
	Iteration 40F: 3 clusters Score -1155763 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1155834.500000 Penalty: 916.410156
	Iteration 41Q: 3 clusters Score -1155834 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -1155896.625000 Penalty: 916.410156
	Iteration 42Q: 3 clusters Score -1155897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -1155960.375000 Penalty: 916.410156
	Iteration 43Q: 3 clusters Score -1155960 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -1156012.250000 Penalty: 916.410156
	Iteration 44Q: 3 clusters Score -1156012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -1156056.500000 Penalty: 916.410156
	Iteration 45Q: 3 clusters Score -1156056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -1156094.375000 Penalty: 916.410156
	Iteration 46Q: 3 clusters Score -1156094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -1156131.375000 Penalty: 916.410156
	Iteration 47Q: 3 clusters Score -1156131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1156164.875000 Penalty: 916.410156
	Iteration 48Q: 3 clusters Score -1156165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -1156190.625000 Penalty: 916.410156
	Iteration 49Q: 3 clusters Score -1156191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -1156202.875000 Penalty: 916.410156
	Iteration 50Q: 3 clusters Score -1156203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -1156220.750000 Penalty: 916.410156
	Iteration 51Q: 3 clusters Score -1156221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1156238.875000 Penalty: 916.410156
	Iteration 52Q: 3 clusters Score -1156239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1156250.750000 Penalty: 916.410156
	Iteration 53Q: 3 clusters Score -1156251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1156267.750000 Penalty: 916.410156
	Iteration 54Q: 3 clusters Score -1156268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -1156278.750000 Penalty: 916.410156
	Iteration 55Q: 3 clusters Score -1156279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -1156288.500000 Penalty: 916.410156
	Iteration 56Q: 3 clusters Score -1156288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1156299.625000 Penalty: 916.410156
	Iteration 57Q: 3 clusters Score -1156300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1156303.250000 Penalty: 916.410156
	Iteration 58Q: 3 clusters Score -1156303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1156306.375000 Penalty: 916.410156
	Iteration 59Q: 3 clusters Score -1156306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -1156309.000000 Penalty: 916.410156
	Iteration 60F: 3 clusters Score -1156309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1156313.625000 Penalty: 916.410156
	Iteration 61Q: 3 clusters Score -1156314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1156316.000000 Penalty: 916.410156
	Iteration 62Q: 3 clusters Score -1156316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1156318.875000 Penalty: 916.410156
	Iteration 63Q: 3 clusters Score -1156319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1156321.375000 Penalty: 916.410156
	Iteration 64Q: 3 clusters Score -1156321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -1156321.625000 Penalty: 916.410156
	Iteration 65Q: 3 clusters Score -1156322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1156323.125000 Penalty: 916.410156
	Iteration 66Q: 3 clusters Score -1156323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -1156323.875000 Penalty: 916.410156
	Iteration 67Q: 3 clusters Score -1156324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -1156324.125000 Penalty: 916.410156
	Iteration 68Q: 3 clusters Score -1156324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -1156323.875000 Penalty: 916.410156
	Iteration 69Q: 3 clusters Score -1156324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -1156327.375000 Penalty: 916.410156
	Iteration 70Q: 3 clusters Score -1156327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -1156330.000000 Penalty: 916.410156
	Iteration 71Q: 3 clusters Score -1156330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -1156332.625000 Penalty: 916.410156
	Iteration 72Q: 3 clusters Score -1156333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1156333.375000 Penalty: 916.410156
	Iteration 73Q: 3 clusters Score -1156333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -1156338.250000 Penalty: 916.410156
	Iteration 74Q: 3 clusters Score -1156338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1156339.500000 Penalty: 916.410156
	Iteration 75Q: 3 clusters Score -1156340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -1156339.875000 Penalty: 916.410156
	Iteration 76Q: 3 clusters Score -1156340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1156339.500000 Penalty: 916.410156
	Iteration 77Q: 3 clusters Score -1156340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1156340.000000 Penalty: 916.410156
	Iteration 78Q: 3 clusters Score -1156340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -1156340.500000 Penalty: 916.410156
	Iteration 79Q: 3 clusters Score -1156340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -1156339.625000 Penalty: 916.410156
	Iteration 80F: 3 clusters Score -1156340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1156342.625000 Penalty: 916.410156
	Iteration 81Q: 3 clusters Score -1156343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1156342.375000 Penalty: 916.410156
	Iteration 82Q: 3 clusters Score -1156342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1156343.375000 Penalty: 916.410156
	Iteration 83Q: 3 clusters Score -1156343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1156344.250000 Penalty: 916.410156
	Iteration 84Q: 3 clusters Score -1156344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1156344.125000 Penalty: 916.410156
	Iteration 85Q: 3 clusters Score -1156344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1156344.375000 Penalty: 916.410156
	Iteration 86Q: 3 clusters Score -1156344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1156344.625000 Penalty: 916.410156
	Iteration 87Q: 3 clusters Score -1156345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1156345.375000 Penalty: 916.410156
	Iteration 88Q: 3 clusters Score -1156345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -1156347.250000 Penalty: 916.410156
	Iteration 89Q: 3 clusters Score -1156347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1156348.000000 Penalty: 916.410156
	Iteration 90Q: 3 clusters Score -1156348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1156349.125000 Penalty: 916.410156
	Iteration 91Q: 3 clusters Score -1156349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1156349.125000 Penalty: 916.410156
	Iteration 92F: 3 clusters Score -1156349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Entering Unmasked Estep 
Score: -1546934.375000 Penalty: 473.145081
	Iteration 0F: 2 clusters Score -1546934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1524912.750000 Penalty: 946.290161
	Iteration 0F: 3 clusters Score -1524913 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1534111.750000 Penalty: 946.290161
	Iteration 1F: 3 clusters Score -1534112 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1534665.250000 Penalty: 946.290161
	Iteration 2Q: 3 clusters Score -1534665 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1535593.875000 Penalty: 946.290161
	Iteration 3F: 3 clusters Score -1535594 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1537069.375000 Penalty: 946.290161
	Iteration 4F: 3 clusters Score -1537069 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1539204.375000 Penalty: 946.290161
	Iteration 5F: 3 clusters Score -1539204 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1541343.875000 Penalty: 946.290161
	Iteration 6F: 3 clusters Score -1541344 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1542857.125000 Penalty: 946.290161
	Iteration 7F: 3 clusters Score -1542857 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1543799.250000 Penalty: 946.290161
	Iteration 8Q: 3 clusters Score -1543799 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1544326.000000 Penalty: 946.290161
	Iteration 9Q: 3 clusters Score -1544326 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1544659.500000 Penalty: 946.290161
	Iteration 10Q: 3 clusters Score -1544660 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1544931.875000 Penalty: 946.290161
	Iteration 11Q: 3 clusters Score -1544932 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1545196.125000 Penalty: 946.290161
	Iteration 12Q: 3 clusters Score -1545196 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1545425.375000 Penalty: 946.290161
	Iteration 13Q: 3 clusters Score -1545425 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1545614.250000 Penalty: 946.290161
	Iteration 14Q: 3 clusters Score -1545614 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1545781.875000 Penalty: 946.290161
	Iteration 15Q: 3 clusters Score -1545782 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1545945.500000 Penalty: 946.290161
	Iteration 16Q: 3 clusters Score -1545946 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1546072.875000 Penalty: 946.290161
	Iteration 17Q: 3 clusters Score -1546073 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1546175.500000 Penalty: 946.290161
	Iteration 18Q: 3 clusters Score -1546176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1546253.250000 Penalty: 946.290161
	Iteration 19Q: 3 clusters Score -1546253 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1546314.000000 Penalty: 946.290161
	Iteration 20F: 3 clusters Score -1546314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1546365.875000 Penalty: 946.290161
	Iteration 21Q: 3 clusters Score -1546366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1546398.250000 Penalty: 946.290161
	Iteration 22Q: 3 clusters Score -1546398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1546424.750000 Penalty: 946.290161
	Iteration 23Q: 3 clusters Score -1546425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1546438.125000 Penalty: 946.290161
	Iteration 24Q: 3 clusters Score -1546438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1546450.875000 Penalty: 946.290161
	Iteration 25Q: 3 clusters Score -1546451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1546470.875000 Penalty: 946.290161
	Iteration 26Q: 3 clusters Score -1546471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1546482.875000 Penalty: 946.290161
	Iteration 27Q: 3 clusters Score -1546483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1546492.500000 Penalty: 946.290161
	Iteration 28Q: 3 clusters Score -1546492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1546502.000000 Penalty: 946.290161
	Iteration 29Q: 3 clusters Score -1546502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1546506.875000 Penalty: 946.290161
	Iteration 30Q: 3 clusters Score -1546507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1546508.500000 Penalty: 946.290161
	Iteration 31Q: 3 clusters Score -1546508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1546509.375000 Penalty: 946.290161
	Iteration 32Q: 3 clusters Score -1546509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1546509.375000 Penalty: 946.290161
	Iteration 33F: 3 clusters Score -1546509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9573.757812 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9573.758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9647.271484 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9647.271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9663.541992 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -9663.542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9670.892578 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9670.893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9674.882812 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9674.883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9675.575195 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9675.575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9676.489258 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9676.489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9678.644531 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9678.645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9679.439453 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -9679.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9682.375000 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -9682.375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9682.375000 Penalty: 482.146881
	Iteration 10F: 3 clusters Score -9682.375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 353 members 
Entering Unmasked Estep 
Score: -32695.820312 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32695.82 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32851.984375 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32851.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32876.960938 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32876.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32894.015625 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32894.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32906.406250 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32906.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32912.402344 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32912.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32917.003906 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32921.343750 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32921.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32925.164062 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32925.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32929.281250 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32929.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32931.042969 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32931.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32932.070312 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32932.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32934.222656 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32934.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32935.367188 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32935.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32938.519531 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -32938.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32945.730469 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -32945.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32954.523438 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -32954.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -32960.335938 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -32960.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32963.664062 Penalty: 597.310852
	Iteration 18Q: 3 clusters Score -32963.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32968.699219 Penalty: 597.310852
	Iteration 19Q: 3 clusters Score -32968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32972.621094 Penalty: 597.310852
	Iteration 20F: 3 clusters Score -32972.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -32974.628906 Penalty: 597.310852
	Iteration 21Q: 3 clusters Score -32974.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -32978.410156 Penalty: 597.310852
	Iteration 22Q: 3 clusters Score -32978.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -32980.460938 Penalty: 597.310852
	Iteration 23Q: 3 clusters Score -32980.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32980.558594 Penalty: 597.310852
	Iteration 24Q: 3 clusters Score -32980.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32980.558594 Penalty: 597.310852
	Iteration 25F: 3 clusters Score -32980.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -102418.460938 Penalty: 351.098969
	Iteration 0F: 2 clusters Score -102418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -100806.398438 Penalty: 702.197937
	Iteration 0F: 3 clusters Score -100806.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -101363.117188 Penalty: 702.197937
	Iteration 1F: 3 clusters Score -101363.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -101531.390625 Penalty: 702.197937
	Iteration 2F: 3 clusters Score -101531.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -101697.390625 Penalty: 702.197937
	Iteration 3F: 3 clusters Score -101697.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -101856.265625 Penalty: 702.197937
	Iteration 4F: 3 clusters Score -101856.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -101973.695312 Penalty: 702.197937
	Iteration 5F: 3 clusters Score -101973.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -102053.000000 Penalty: 702.197937
	Iteration 6F: 3 clusters Score -102053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -102100.304688 Penalty: 702.197937
	Iteration 7Q: 3 clusters Score -102100.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -102124.406250 Penalty: 702.197937
	Iteration 8Q: 3 clusters Score -102124.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -102141.945312 Penalty: 702.197937
	Iteration 9Q: 3 clusters Score -102141.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -102152.734375 Penalty: 702.197937
	Iteration 10Q: 3 clusters Score -102152.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -102171.132812 Penalty: 702.197937
	Iteration 11Q: 3 clusters Score -102171.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -102186.250000 Penalty: 702.197937
	Iteration 12Q: 3 clusters Score -102186.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -102195.531250 Penalty: 702.197937
	Iteration 13Q: 3 clusters Score -102195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -102205.148438 Penalty: 702.197937
	Iteration 14Q: 3 clusters Score -102205.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -102213.023438 Penalty: 702.197937
	Iteration 15Q: 3 clusters Score -102213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -102216.062500 Penalty: 702.197937
	Iteration 16Q: 3 clusters Score -102216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -102218.914062 Penalty: 702.197937
	Iteration 17Q: 3 clusters Score -102218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -102221.195312 Penalty: 702.197937
	Iteration 18Q: 3 clusters Score -102221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -102223.367188 Penalty: 702.197937
	Iteration 19Q: 3 clusters Score -102223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -102226.687500 Penalty: 702.197937
	Iteration 20F: 3 clusters Score -102226.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -102230.007812 Penalty: 702.197937
	Iteration 21Q: 3 clusters Score -102230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -102231.679688 Penalty: 702.197937
	Iteration 22Q: 3 clusters Score -102231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -102233.375000 Penalty: 702.197937
	Iteration 23Q: 3 clusters Score -102233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -102236.546875 Penalty: 702.197937
	Iteration 24Q: 3 clusters Score -102236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -102241.851562 Penalty: 702.197937
	Iteration 25Q: 3 clusters Score -102241.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -102249.781250 Penalty: 702.197937
	Iteration 26Q: 3 clusters Score -102249.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -102257.796875 Penalty: 702.197937
	Iteration 27Q: 3 clusters Score -102257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -102266.156250 Penalty: 702.197937
	Iteration 28Q: 3 clusters Score -102266.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -102273.132812 Penalty: 702.197937
	Iteration 29Q: 3 clusters Score -102273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -102276.000000 Penalty: 702.197937
	Iteration 30Q: 3 clusters Score -102276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -102279.617188 Penalty: 702.197937
	Iteration 31Q: 3 clusters Score -102279.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -102284.039062 Penalty: 702.197937
	Iteration 32Q: 3 clusters Score -102284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -102286.351562 Penalty: 702.197937
	Iteration 33Q: 3 clusters Score -102286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -102288.210938 Penalty: 702.197937
	Iteration 34Q: 3 clusters Score -102288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -102291.546875 Penalty: 702.197937
	Iteration 35Q: 3 clusters Score -102291.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -102299.960938 Penalty: 702.197937
	Iteration 36Q: 3 clusters Score -102300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -102307.125000 Penalty: 702.197937
	Iteration 37Q: 3 clusters Score -102307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -102308.437500 Penalty: 702.197937
	Iteration 38Q: 3 clusters Score -102308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -102309.710938 Penalty: 702.197937
	Iteration 39Q: 3 clusters Score -102309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -102311.804688 Penalty: 702.197937
	Iteration 40F: 3 clusters Score -102311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -102315.515625 Penalty: 702.197937
	Iteration 41Q: 3 clusters Score -102315.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -102317.750000 Penalty: 702.197937
	Iteration 42Q: 3 clusters Score -102317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -102319.398438 Penalty: 702.197937
	Iteration 43Q: 3 clusters Score -102319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -102321.031250 Penalty: 702.197937
	Iteration 44Q: 3 clusters Score -102321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -102322.281250 Penalty: 702.197937
	Iteration 45Q: 3 clusters Score -102322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -102323.210938 Penalty: 702.197937
	Iteration 46Q: 3 clusters Score -102323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -102324.164062 Penalty: 702.197937
	Iteration 47Q: 3 clusters Score -102324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -102324.343750 Penalty: 702.197937
	Iteration 48Q: 3 clusters Score -102324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -102324.343750 Penalty: 702.197937
	Iteration 49F: 3 clusters Score -102324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5910.199707 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5960.692383 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5960.692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5967.498047 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5967.498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5991.778809 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5991.779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6026.067383 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -6026.067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6028.752441 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -6028.752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6029.895020 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -6029.895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6045.861816 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -6045.862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6061.652832 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -6061.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6066.786133 Penalty: 450.980286
	Iteration 9Q: 3 clusters Score -6066.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -6066.786133 Penalty: 450.980286
	Iteration 10F: 3 clusters Score -6066.786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -463921.812500 Penalty: 413.757996
	Iteration 0F: 2 clusters Score -463921.8 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 4473 members 
Entering Unmasked Estep 
Score: -458014.156250 Penalty: 827.515991
	Iteration 0F: 3 clusters Score -458014.2 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -460302.531250 Penalty: 827.515991
	Iteration 1F: 3 clusters Score -460302.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -460443.906250 Penalty: 827.515991
	Iteration 2Q: 3 clusters Score -460443.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -460570.500000 Penalty: 827.515991
	Iteration 3Q: 3 clusters Score -460570.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -460687.437500 Penalty: 827.515991
	Iteration 4Q: 3 clusters Score -460687.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -460814.625000 Penalty: 827.515991
	Iteration 5Q: 3 clusters Score -460814.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -460978.843750 Penalty: 827.515991
	Iteration 6Q: 3 clusters Score -460978.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -461202.312500 Penalty: 827.515991
	Iteration 7Q: 3 clusters Score -461202.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -461470.218750 Penalty: 827.515991
	Iteration 8F: 3 clusters Score -461470.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -461724.156250 Penalty: 827.515991
	Iteration 9F: 3 clusters Score -461724.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -461978.250000 Penalty: 827.515991
	Iteration 10Q: 3 clusters Score -461978.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -462146.500000 Penalty: 827.515991
	Iteration 11Q: 3 clusters Score -462146.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -462257.562500 Penalty: 827.515991
	Iteration 12Q: 3 clusters Score -462257.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -462344.250000 Penalty: 827.515991
	Iteration 13Q: 3 clusters Score -462344.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -462423.156250 Penalty: 827.515991
	Iteration 14Q: 3 clusters Score -462423.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -462510.000000 Penalty: 827.515991
	Iteration 15Q: 3 clusters Score -462510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -462596.343750 Penalty: 827.515991
	Iteration 16Q: 3 clusters Score -462596.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -462692.343750 Penalty: 827.515991
	Iteration 17Q: 3 clusters Score -462692.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -462800.218750 Penalty: 827.515991
	Iteration 18Q: 3 clusters Score -462800.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -462928.500000 Penalty: 827.515991
	Iteration 19Q: 3 clusters Score -462928.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -463070.875000 Penalty: 827.515991
	Iteration 20F: 3 clusters Score -463070.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -463205.968750 Penalty: 827.515991
	Iteration 21Q: 3 clusters Score -463206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -463324.031250 Penalty: 827.515991
	Iteration 22Q: 3 clusters Score -463324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -463410.531250 Penalty: 827.515991
	Iteration 23Q: 3 clusters Score -463410.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -463478.593750 Penalty: 827.515991
	Iteration 24Q: 3 clusters Score -463478.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -463524.437500 Penalty: 827.515991
	Iteration 25Q: 3 clusters Score -463524.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -463550.156250 Penalty: 827.515991
	Iteration 26Q: 3 clusters Score -463550.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -463565.531250 Penalty: 827.515991
	Iteration 27Q: 3 clusters Score -463565.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -463580.937500 Penalty: 827.515991
	Iteration 28Q: 3 clusters Score -463580.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -463598.000000 Penalty: 827.515991
	Iteration 29Q: 3 clusters Score -463598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -463608.281250 Penalty: 827.515991
	Iteration 30Q: 3 clusters Score -463608.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -463613.000000 Penalty: 827.515991
	Iteration 31Q: 3 clusters Score -463613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -463616.937500 Penalty: 827.515991
	Iteration 32Q: 3 clusters Score -463616.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -463622.031250 Penalty: 827.515991
	Iteration 33Q: 3 clusters Score -463622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -463626.062500 Penalty: 827.515991
	Iteration 34Q: 3 clusters Score -463626.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -463629.437500 Penalty: 827.515991
	Iteration 35Q: 3 clusters Score -463629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -463629.968750 Penalty: 827.515991
	Iteration 36Q: 3 clusters Score -463630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -463633.656250 Penalty: 827.515991
	Iteration 37Q: 3 clusters Score -463633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -463634.406250 Penalty: 827.515991
	Iteration 38Q: 3 clusters Score -463634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -463636.593750 Penalty: 827.515991
	Iteration 39Q: 3 clusters Score -463636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -463641.468750 Penalty: 827.515991
	Iteration 40F: 3 clusters Score -463641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -463643.875000 Penalty: 827.515991
	Iteration 41Q: 3 clusters Score -463643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -463643.968750 Penalty: 827.515991
	Iteration 42Q: 3 clusters Score -463644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -463644.375000 Penalty: 827.515991
	Iteration 43Q: 3 clusters Score -463644.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -463646.500000 Penalty: 827.515991
	Iteration 44Q: 3 clusters Score -463646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -463645.843750 Penalty: 827.515991
	Iteration 45Q: 3 clusters Score -463645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -463645.843750 Penalty: 827.515991
	Iteration 46Q: 3 clusters Score -463645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -463646.750000 Penalty: 827.515991
	Iteration 47Q: 3 clusters Score -463646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -463647.625000 Penalty: 827.515991
	Iteration 48Q: 3 clusters Score -463647.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -463647.906250 Penalty: 827.515991
	Iteration 49Q: 3 clusters Score -463647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -463648.031250 Penalty: 827.515991
	Iteration 50Q: 3 clusters Score -463648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -463649.531250 Penalty: 827.515991
	Iteration 51Q: 3 clusters Score -463649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -463649.250000 Penalty: 827.515991
	Iteration 52Q: 3 clusters Score -463649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -463649.656250 Penalty: 827.515991
	Iteration 53Q: 3 clusters Score -463649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -463651.843750 Penalty: 827.515991
	Iteration 54Q: 3 clusters Score -463651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -463651.718750 Penalty: 827.515991
	Iteration 55Q: 3 clusters Score -463651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -463651.781250 Penalty: 827.515991
	Iteration 56Q: 3 clusters Score -463651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -463651.906250 Penalty: 827.515991
	Iteration 57Q: 3 clusters Score -463651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -463654.625000 Penalty: 827.515991
	Iteration 58Q: 3 clusters Score -463654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -463655.437500 Penalty: 827.515991
	Iteration 59Q: 3 clusters Score -463655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -463655.750000 Penalty: 827.515991
	Iteration 60F: 3 clusters Score -463655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -463658.062500 Penalty: 827.515991
	Iteration 61Q: 3 clusters Score -463658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -463661.375000 Penalty: 827.515991
	Iteration 62Q: 3 clusters Score -463661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -463665.562500 Penalty: 827.515991
	Iteration 63Q: 3 clusters Score -463665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -463666.687500 Penalty: 827.515991
	Iteration 64Q: 3 clusters Score -463666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -463669.937500 Penalty: 827.515991
	Iteration 65Q: 3 clusters Score -463669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -463670.687500 Penalty: 827.515991
	Iteration 66Q: 3 clusters Score -463670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -463672.500000 Penalty: 827.515991
	Iteration 67Q: 3 clusters Score -463672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -463675.250000 Penalty: 827.515991
	Iteration 68Q: 3 clusters Score -463675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -463676.531250 Penalty: 827.515991
	Iteration 69Q: 3 clusters Score -463676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -463677.000000 Penalty: 827.515991
	Iteration 70Q: 3 clusters Score -463677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -463677.781250 Penalty: 827.515991
	Iteration 71Q: 3 clusters Score -463677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -463678.718750 Penalty: 827.515991
	Iteration 72Q: 3 clusters Score -463678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -463678.531250 Penalty: 827.515991
	Iteration 73Q: 3 clusters Score -463678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -463679.281250 Penalty: 827.515991
	Iteration 74Q: 3 clusters Score -463679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -463679.500000 Penalty: 827.515991
	Iteration 75Q: 3 clusters Score -463679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -463679.500000 Penalty: 827.515991
	Iteration 76F: 3 clusters Score -463679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -104066.117188 Penalty: 346.920166
	Iteration 0F: 2 clusters Score -104066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -102590.992188 Penalty: 693.840332
	Iteration 0F: 3 clusters Score -102591 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -103039.273438 Penalty: 693.840332
	Iteration 1F: 3 clusters Score -103039.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -103177.351562 Penalty: 693.840332
	Iteration 2F: 3 clusters Score -103177.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -103289.250000 Penalty: 693.840332
	Iteration 3F: 3 clusters Score -103289.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -103404.664062 Penalty: 693.840332
	Iteration 4F: 3 clusters Score -103404.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -103507.914062 Penalty: 693.840332
	Iteration 5F: 3 clusters Score -103507.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -103590.054688 Penalty: 693.840332
	Iteration 6F: 3 clusters Score -103590.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -103650.062500 Penalty: 693.840332
	Iteration 7Q: 3 clusters Score -103650.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -103688.734375 Penalty: 693.840332
	Iteration 8Q: 3 clusters Score -103688.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103711.179688 Penalty: 693.840332
	Iteration 9Q: 3 clusters Score -103711.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -103723.882812 Penalty: 693.840332
	Iteration 10Q: 3 clusters Score -103723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -103731.445312 Penalty: 693.840332
	Iteration 11Q: 3 clusters Score -103731.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103740.117188 Penalty: 693.840332
	Iteration 12Q: 3 clusters Score -103740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103743.585938 Penalty: 693.840332
	Iteration 13Q: 3 clusters Score -103743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103746.437500 Penalty: 693.840332
	Iteration 14Q: 3 clusters Score -103746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -103753.171875 Penalty: 693.840332
	Iteration 15Q: 3 clusters Score -103753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103758.476562 Penalty: 693.840332
	Iteration 16Q: 3 clusters Score -103758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -103761.085938 Penalty: 693.840332
	Iteration 17Q: 3 clusters Score -103761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -103763.554688 Penalty: 693.840332
	Iteration 18Q: 3 clusters Score -103763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103768.492188 Penalty: 693.840332
	Iteration 19Q: 3 clusters Score -103768.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103778.109375 Penalty: 693.840332
	Iteration 20F: 3 clusters Score -103778.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103790.117188 Penalty: 693.840332
	Iteration 21Q: 3 clusters Score -103790.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103804.070312 Penalty: 693.840332
	Iteration 22Q: 3 clusters Score -103804.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103817.289062 Penalty: 693.840332
	Iteration 23Q: 3 clusters Score -103817.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -103829.320312 Penalty: 693.840332
	Iteration 24Q: 3 clusters Score -103829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103837.906250 Penalty: 693.840332
	Iteration 25Q: 3 clusters Score -103837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103851.937500 Penalty: 693.840332
	Iteration 26Q: 3 clusters Score -103851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103857.812500 Penalty: 693.840332
	Iteration 27Q: 3 clusters Score -103857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -103858.257812 Penalty: 693.840332
	Iteration 28Q: 3 clusters Score -103858.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103858.718750 Penalty: 693.840332
	Iteration 29Q: 3 clusters Score -103858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103858.921875 Penalty: 693.840332
	Iteration 30Q: 3 clusters Score -103858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103859.320312 Penalty: 693.840332
	Iteration 31Q: 3 clusters Score -103859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103859.687500 Penalty: 693.840332
	Iteration 32Q: 3 clusters Score -103859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103859.968750 Penalty: 693.840332
	Iteration 33Q: 3 clusters Score -103860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103859.968750 Penalty: 693.840332
	Iteration 34F: 3 clusters Score -103860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3371.521973 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3371.522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3397.036377 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3397.036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3406.622559 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3406.623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3415.121582 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -3415.122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3420.873779 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -3420.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3420.873779 Penalty: 404.281281
	Iteration 5F: 3 clusters Score -3420.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 330588 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 7984 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 7869 members 
Mstep: Class 15 contains 89468 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23634 members 
Mstep: Class 18 contains 32820 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8898 members 
Mstep: Class 24 contains 2048 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294900.000000 Penalty: 14994.331055
Iteration 159Q: 26 clusters Score -2.52949e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 1120 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 330908 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 89204 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23634 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294886.000000 Penalty: 14994.331055
Iteration 160F: 26 clusters Score -2.529489e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 6559 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 331241 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2423 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 7913 members 
Mstep: Class 15 contains 88917 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23626 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8943 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294784.000000 Penalty: 14994.331055
Iteration 161Q: 26 clusters Score -2.529478e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 6578 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 331574 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 13 contains 2274 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 88628 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23629 members 
Mstep: Class 18 contains 32813 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 8967 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294732.000000 Penalty: 14994.331055
Iteration 162Q: 26 clusters Score -2.529473e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 6585 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 331875 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 2269 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 88344 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23650 members 
Mstep: Class 18 contains 32817 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 1942 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294654.000000 Penalty: 14994.331055
Iteration 163Q: 26 clusters Score -2.529465e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 332180 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 88070 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23663 members 
Mstep: Class 18 contains 32812 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 1914 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294662.000000 Penalty: 14994.331055
Iteration 164Q: 26 clusters Score -2.529466e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 332492 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 87795 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23675 members 
Mstep: Class 18 contains 32809 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9067 members 
Mstep: Class 24 contains 1887 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294778.000000 Penalty: 14994.331055
Iteration 165Q: 26 clusters Score -2.529478e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 332793 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 7437 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 87522 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23666 members 
Mstep: Class 18 contains 32809 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294816.000000 Penalty: 14994.331055
Iteration 166Q: 26 clusters Score -2.529482e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333065 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 10 contains 7370 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 7951 members 
Mstep: Class 15 contains 87269 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23665 members 
Mstep: Class 18 contains 32811 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294786.000000 Penalty: 14994.331055
Iteration 167Q: 26 clusters Score -2.529479e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333366 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 7299 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 87014 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23660 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9216 members 
Mstep: Class 24 contains 1817 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294848.000000 Penalty: 14994.331055
Iteration 168Q: 26 clusters Score -2.529485e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333655 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 7937 members 
Mstep: Class 15 contains 86773 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23663 members 
Mstep: Class 18 contains 32822 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9257 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294716.000000 Penalty: 14994.331055
Iteration 169Q: 26 clusters Score -2.529472e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333917 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 7931 members 
Mstep: Class 15 contains 86580 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23676 members 
Mstep: Class 18 contains 32824 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9300 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294682.000000 Penalty: 14994.331055
Iteration 170Q: 26 clusters Score -2.529468e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 334174 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 86402 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23682 members 
Mstep: Class 18 contains 32825 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294646.000000 Penalty: 14994.331055
Iteration 171Q: 26 clusters Score -2.529465e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 334452 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 2220 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 86180 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23686 members 
Mstep: Class 18 contains 32826 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9385 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294676.000000 Penalty: 14994.331055
Iteration 172Q: 26 clusters Score -2.529468e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 334705 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 6787 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 85992 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23682 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294698.000000 Penalty: 14994.331055
Iteration 173Q: 26 clusters Score -2.52947e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 334944 members 
Mstep: Class 9 contains 799 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 2208 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 85814 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23682 members 
Mstep: Class 18 contains 32825 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9484 members 
Mstep: Class 24 contains 1764 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294632.000000 Penalty: 14994.331055
Iteration 174Q: 26 clusters Score -2.529463e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335154 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 85655 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23672 members 
Mstep: Class 18 contains 32822 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9530 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294662.000000 Penalty: 14994.331055
Iteration 175Q: 26 clusters Score -2.529466e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335370 members 
Mstep: Class 9 contains 835 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 2187 members 
Mstep: Class 14 contains 7937 members 
Mstep: Class 15 contains 85473 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23683 members 
Mstep: Class 18 contains 32812 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9565 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294610.000000 Penalty: 14994.331055
Iteration 176Q: 26 clusters Score -2.529461e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335589 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 85314 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23693 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9600 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294552.000000 Penalty: 14994.331055
Iteration 177Q: 26 clusters Score -2.529455e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335784 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 7950 members 
Mstep: Class 15 contains 85166 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23705 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9634 members 
Mstep: Class 24 contains 1708 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294480.000000 Penalty: 14994.331055
Iteration 178Q: 26 clusters Score -2.529448e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335967 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 85008 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23724 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9660 members 
Mstep: Class 24 contains 1694 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294402.000000 Penalty: 14994.331055
Iteration 179Q: 26 clusters Score -2.52944e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336181 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 2169 members 
Mstep: Class 14 contains 7977 members 
Mstep: Class 15 contains 84822 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23736 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9683 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294360.000000 Penalty: 14994.331055
Iteration 180F: 26 clusters Score -2.529436e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336375 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 6127 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 84670 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9713 members 
Mstep: Class 24 contains 1676 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294222.000000 Penalty: 14994.331055
Iteration 181Q: 26 clusters Score -2.529422e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336517 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2409 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 84561 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9750 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294194.000000 Penalty: 14994.331055
Iteration 182Q: 26 clusters Score -2.529419e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1137 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336687 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 2152 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 84422 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23762 members 
Mstep: Class 18 contains 32824 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9785 members 
Mstep: Class 24 contains 1654 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294180.000000 Penalty: 14994.331055
Iteration 183Q: 26 clusters Score -2.529418e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336891 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 84255 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23771 members 
Mstep: Class 18 contains 32826 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9811 members 
Mstep: Class 24 contains 1647 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294160.000000 Penalty: 14994.331055
Iteration 184Q: 26 clusters Score -2.529416e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337059 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 84087 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23795 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 1639 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294158.000000 Penalty: 14994.331055
Iteration 185Q: 26 clusters Score -2.529416e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337217 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 83926 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23810 members 
Mstep: Class 18 contains 32831 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9897 members 
Mstep: Class 24 contains 1633 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294042.000000 Penalty: 14994.331055
Iteration 186Q: 26 clusters Score -2.529404e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337400 members 
Mstep: Class 9 contains 943 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 83766 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23832 members 
Mstep: Class 18 contains 32826 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9926 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293922.000000 Penalty: 14994.331055
Iteration 187Q: 26 clusters Score -2.529392e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337572 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 83606 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23855 members 
Mstep: Class 18 contains 32819 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9964 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293844.000000 Penalty: 14994.331055
Iteration 188Q: 26 clusters Score -2.529384e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337717 members 
Mstep: Class 9 contains 956 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 83489 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23869 members 
Mstep: Class 18 contains 32816 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9997 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293772.000000 Penalty: 14994.331055
Iteration 189Q: 26 clusters Score -2.529377e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337829 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 83373 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23892 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10024 members 
Mstep: Class 24 contains 1605 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293800.000000 Penalty: 14994.331055
Iteration 190Q: 26 clusters Score -2.52938e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337944 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 83260 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 32813 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10047 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293768.000000 Penalty: 14994.331055
Iteration 191Q: 26 clusters Score -2.529377e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338056 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 83155 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10068 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293682.000000 Penalty: 14994.331055
Iteration 192Q: 26 clusters Score -2.529368e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338157 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 83080 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23952 members 
Mstep: Class 18 contains 32806 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10095 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293608.000000 Penalty: 14994.331055
Iteration 193Q: 26 clusters Score -2.529361e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338258 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 82991 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23971 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10122 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293536.000000 Penalty: 14994.331055
Iteration 194Q: 26 clusters Score -2.529354e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338339 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 82912 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23984 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10146 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293464.000000 Penalty: 14994.331055
Iteration 195Q: 26 clusters Score -2.529346e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338381 members 
Mstep: Class 9 contains 972 members 
Mstep: Class 10 contains 5347 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 15 contains 82857 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23996 members 
Mstep: Class 18 contains 32792 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10184 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293414.000000 Penalty: 14994.331055
Iteration 196Q: 26 clusters Score -2.529341e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338407 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 82813 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 32794 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 1574 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293392.000000 Penalty: 14994.331055
Iteration 197Q: 26 clusters Score -2.529339e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338416 members 
Mstep: Class 9 contains 983 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 82788 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24025 members 
Mstep: Class 18 contains 32797 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10259 members 
Mstep: Class 24 contains 1573 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293398.000000 Penalty: 14994.331055
Iteration 198Q: 26 clusters Score -2.52934e+07 nChanged 180
Entering ConstructFrom: 
Score: -25293398.000000 Penalty: 14994.331055
Entering ConstructFrom: 
Trying to split cluster 1 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -306475.406250 Penalty: 400.610474
	Iteration 0F: 2 clusters Score -306475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -302008.343750 Penalty: 801.220947
	Iteration 0F: 3 clusters Score -302008.3 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -303663.625000 Penalty: 801.220947
	Iteration 1F: 3 clusters Score -303663.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -303783.312500 Penalty: 801.220947
	Iteration 2Q: 3 clusters Score -303783.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -303972.000000 Penalty: 801.220947
	Iteration 3F: 3 clusters Score -303972 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -304297.468750 Penalty: 801.220947
	Iteration 4F: 3 clusters Score -304297.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -304800.781250 Penalty: 801.220947
	Iteration 5F: 3 clusters Score -304800.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -305437.843750 Penalty: 801.220947
	Iteration 6F: 3 clusters Score -305437.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -305918.093750 Penalty: 801.220947
	Iteration 7F: 3 clusters Score -305918.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -306132.593750 Penalty: 801.220947
	Iteration 8Q: 3 clusters Score -306132.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -306234.468750 Penalty: 801.220947
	Iteration 9Q: 3 clusters Score -306234.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -306277.875000 Penalty: 801.220947
	Iteration 10Q: 3 clusters Score -306277.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -306291.781250 Penalty: 801.220947
	Iteration 11Q: 3 clusters Score -306291.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -306301.187500 Penalty: 801.220947
	Iteration 12Q: 3 clusters Score -306301.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -306309.531250 Penalty: 801.220947
	Iteration 13Q: 3 clusters Score -306309.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -306316.750000 Penalty: 801.220947
	Iteration 14Q: 3 clusters Score -306316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -306319.593750 Penalty: 801.220947
	Iteration 15Q: 3 clusters Score -306319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -306320.031250 Penalty: 801.220947
	Iteration 16Q: 3 clusters Score -306320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306320.781250 Penalty: 801.220947
	Iteration 17Q: 3 clusters Score -306320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -306322.312500 Penalty: 801.220947
	Iteration 18Q: 3 clusters Score -306322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -306323.562500 Penalty: 801.220947
	Iteration 19Q: 3 clusters Score -306323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -306324.156250 Penalty: 801.220947
	Iteration 20F: 3 clusters Score -306324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -306324.937500 Penalty: 801.220947
	Iteration 21Q: 3 clusters Score -306324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -306324.406250 Penalty: 801.220947
	Iteration 22Q: 3 clusters Score -306324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -306325.281250 Penalty: 801.220947
	Iteration 23Q: 3 clusters Score -306325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -306325.093750 Penalty: 801.220947
	Iteration 24Q: 3 clusters Score -306325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -306326.562500 Penalty: 801.220947
	Iteration 25Q: 3 clusters Score -306326.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -306327.468750 Penalty: 801.220947
	Iteration 26Q: 3 clusters Score -306327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -306327.531250 Penalty: 801.220947
	Iteration 27Q: 3 clusters Score -306327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306327.875000 Penalty: 801.220947
	Iteration 28Q: 3 clusters Score -306327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -306327.812500 Penalty: 801.220947
	Iteration 29Q: 3 clusters Score -306327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306328.562500 Penalty: 801.220947
	Iteration 30Q: 3 clusters Score -306328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -306328.625000 Penalty: 801.220947
	Iteration 31Q: 3 clusters Score -306328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -306328.250000 Penalty: 801.220947
	Iteration 32Q: 3 clusters Score -306328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -306328.250000 Penalty: 801.220947
	Iteration 33F: 3 clusters Score -306328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7466.372070 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7466.372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7537.508301 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7537.508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7557.994629 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7557.995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7566.555664 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7566.556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7572.622559 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7572.623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7577.149902 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7577.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7579.007324 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7579.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7582.634277 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -7582.634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7587.493652 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -7587.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7587.493652 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -7587.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -10260.436523 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -10260.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9934.692383 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -9934.692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10035.516602 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -10035.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10080.846680 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -10080.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10120.560547 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -10120.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10127.350586 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -10127.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10128.367188 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -10128.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10128.367188 Penalty: 505.671356
	Iteration 6F: 3 clusters Score -10128.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -49820.914062 Penalty: 320.582825
	Iteration 0F: 2 clusters Score -49820.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -48935.527344 Penalty: 641.165649
	Iteration 0F: 3 clusters Score -48935.53 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49263.671875 Penalty: 641.165649
	Iteration 1F: 3 clusters Score -49263.67 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49356.210938 Penalty: 641.165649
	Iteration 2F: 3 clusters Score -49356.21 nChanged 81
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: -49428.570312 Penalty: 641.165649
	Iteration 3F: 3 clusters Score -49428.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49491.777344 Penalty: 641.165649
	Iteration 4F: 3 clusters Score -49491.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49532.890625 Penalty: 641.165649
	Iteration 5Q: 3 clusters Score -49532.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49578.621094 Penalty: 641.165649
	Iteration 6Q: 3 clusters Score -49578.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49627.992188 Penalty: 641.165649
	Iteration 7Q: 3 clusters Score -49627.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49667.570312 Penalty: 641.165649
	Iteration 8Q: 3 clusters Score -49667.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49697.828125 Penalty: 641.165649
	Iteration 9Q: 3 clusters Score -49697.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49709.710938 Penalty: 641.165649
	Iteration 10Q: 3 clusters Score -49709.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49712.183594 Penalty: 641.165649
	Iteration 11Q: 3 clusters Score -49712.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49712.445312 Penalty: 641.165649
	Iteration 12Q: 3 clusters Score -49712.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49712.445312 Penalty: 641.165649
	Iteration 13F: 3 clusters Score -49712.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -318156.218750 Penalty: 400.329681
	Iteration 0F: 2 clusters Score -318156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -313753.750000 Penalty: 800.659363
	Iteration 0F: 3 clusters Score -313753.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -315401.875000 Penalty: 800.659363
	Iteration 1F: 3 clusters Score -315401.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -315546.593750 Penalty: 800.659363
	Iteration 2F: 3 clusters Score -315546.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -315696.781250 Penalty: 800.659363
	Iteration 3F: 3 clusters Score -315696.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -315870.500000 Penalty: 800.659363
	Iteration 4Q: 3 clusters Score -315870.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -316110.187500 Penalty: 800.659363
	Iteration 5F: 3 clusters Score -316110.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -316468.000000 Penalty: 800.659363
	Iteration 6F: 3 clusters Score -316468 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -316849.031250 Penalty: 800.659363
	Iteration 7F: 3 clusters Score -316849 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -317076.718750 Penalty: 800.659363
	Iteration 8F: 3 clusters Score -317076.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -317201.562500 Penalty: 800.659363
	Iteration 9Q: 3 clusters Score -317201.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -317307.875000 Penalty: 800.659363
	Iteration 10Q: 3 clusters Score -317307.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -317406.093750 Penalty: 800.659363
	Iteration 11Q: 3 clusters Score -317406.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -317503.406250 Penalty: 800.659363
	Iteration 12Q: 3 clusters Score -317503.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -317610.625000 Penalty: 800.659363
	Iteration 13Q: 3 clusters Score -317610.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -317698.937500 Penalty: 800.659363
	Iteration 14Q: 3 clusters Score -317698.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -317769.500000 Penalty: 800.659363
	Iteration 15Q: 3 clusters Score -317769.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -317832.250000 Penalty: 800.659363
	Iteration 16Q: 3 clusters Score -317832.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -317875.562500 Penalty: 800.659363
	Iteration 17Q: 3 clusters Score -317875.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -317912.906250 Penalty: 800.659363
	Iteration 18Q: 3 clusters Score -317912.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -317931.406250 Penalty: 800.659363
	Iteration 19Q: 3 clusters Score -317931.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -317941.468750 Penalty: 800.659363
	Iteration 20F: 3 clusters Score -317941.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -317948.062500 Penalty: 800.659363
	Iteration 21Q: 3 clusters Score -317948.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -317952.093750 Penalty: 800.659363
	Iteration 22Q: 3 clusters Score -317952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -317954.906250 Penalty: 800.659363
	Iteration 23Q: 3 clusters Score -317954.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -317956.125000 Penalty: 800.659363
	Iteration 24Q: 3 clusters Score -317956.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -317957.000000 Penalty: 800.659363
	Iteration 25Q: 3 clusters Score -317957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -317957.343750 Penalty: 800.659363
	Iteration 26Q: 3 clusters Score -317957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -317958.718750 Penalty: 800.659363
	Iteration 27Q: 3 clusters Score -317958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -317958.906250 Penalty: 800.659363
	Iteration 28Q: 3 clusters Score -317958.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -317959.218750 Penalty: 800.659363
	Iteration 29Q: 3 clusters Score -317959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -317960.281250 Penalty: 800.659363
	Iteration 30Q: 3 clusters Score -317960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -317960.281250 Penalty: 800.659363
	Iteration 31Q: 3 clusters Score -317960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -317960.531250 Penalty: 800.659363
	Iteration 32Q: 3 clusters Score -317960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -317960.625000 Penalty: 800.659363
	Iteration 33Q: 3 clusters Score -317960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -317960.281250 Penalty: 800.659363
	Iteration 34Q: 3 clusters Score -317960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -317961.312500 Penalty: 800.659363
	Iteration 35Q: 3 clusters Score -317961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -317961.093750 Penalty: 800.659363
	Iteration 36Q: 3 clusters Score -317961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -317961.093750 Penalty: 800.659363
	Iteration 37F: 3 clusters Score -317961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -108323.312500 Penalty: 349.741272
	Iteration 0F: 2 clusters Score -108323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -106782.234375 Penalty: 699.482544
	Iteration 0F: 3 clusters Score -106782.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -107302.367188 Penalty: 699.482544
	Iteration 1F: 3 clusters Score -107302.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -107403.742188 Penalty: 699.482544
	Iteration 2F: 3 clusters Score -107403.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -107498.093750 Penalty: 699.482544
	Iteration 3F: 3 clusters Score -107498.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -107572.648438 Penalty: 699.482544
	Iteration 4F: 3 clusters Score -107572.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -107634.687500 Penalty: 699.482544
	Iteration 5Q: 3 clusters Score -107634.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -107685.515625 Penalty: 699.482544
	Iteration 6Q: 3 clusters Score -107685.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -107738.179688 Penalty: 699.482544
	Iteration 7Q: 3 clusters Score -107738.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -107787.054688 Penalty: 699.482544
	Iteration 8Q: 3 clusters Score -107787.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -107829.812500 Penalty: 699.482544
	Iteration 9Q: 3 clusters Score -107829.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -107888.273438 Penalty: 699.482544
	Iteration 10Q: 3 clusters Score -107888.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -107920.101562 Penalty: 699.482544
	Iteration 11Q: 3 clusters Score -107920.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -107941.953125 Penalty: 699.482544
	Iteration 12Q: 3 clusters Score -107942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -107954.132812 Penalty: 699.482544
	Iteration 13Q: 3 clusters Score -107954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -107965.257812 Penalty: 699.482544
	Iteration 14Q: 3 clusters Score -107965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -107976.687500 Penalty: 699.482544
	Iteration 15Q: 3 clusters Score -107976.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -107984.468750 Penalty: 699.482544
	Iteration 16Q: 3 clusters Score -107984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -107987.859375 Penalty: 699.482544
	Iteration 17Q: 3 clusters Score -107987.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -107991.656250 Penalty: 699.482544
	Iteration 18Q: 3 clusters Score -107991.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -107995.210938 Penalty: 699.482544
	Iteration 19Q: 3 clusters Score -107995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -108000.023438 Penalty: 699.482544
	Iteration 20F: 3 clusters Score -108000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -108005.031250 Penalty: 699.482544
	Iteration 21Q: 3 clusters Score -108005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -108010.195312 Penalty: 699.482544
	Iteration 22Q: 3 clusters Score -108010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -108012.539062 Penalty: 699.482544
	Iteration 23Q: 3 clusters Score -108012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -108013.601562 Penalty: 699.482544
	Iteration 24Q: 3 clusters Score -108013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -108014.820312 Penalty: 699.482544
	Iteration 25Q: 3 clusters Score -108014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -108017.039062 Penalty: 699.482544
	Iteration 26Q: 3 clusters Score -108017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -108020.656250 Penalty: 699.482544
	Iteration 27Q: 3 clusters Score -108020.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -108023.132812 Penalty: 699.482544
	Iteration 28Q: 3 clusters Score -108023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -108024.585938 Penalty: 699.482544
	Iteration 29Q: 3 clusters Score -108024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -108026.617188 Penalty: 699.482544
	Iteration 30Q: 3 clusters Score -108026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -108030.695312 Penalty: 699.482544
	Iteration 31Q: 3 clusters Score -108030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -108033.445312 Penalty: 699.482544
	Iteration 32Q: 3 clusters Score -108033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -108035.335938 Penalty: 699.482544
	Iteration 33Q: 3 clusters Score -108035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -108037.531250 Penalty: 699.482544
	Iteration 34Q: 3 clusters Score -108037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -108038.773438 Penalty: 699.482544
	Iteration 35Q: 3 clusters Score -108038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -108040.117188 Penalty: 699.482544
	Iteration 36Q: 3 clusters Score -108040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -108040.773438 Penalty: 699.482544
	Iteration 37Q: 3 clusters Score -108040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -108041.140625 Penalty: 699.482544
	Iteration 38Q: 3 clusters Score -108041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -108041.125000 Penalty: 699.482544
	Iteration 39Q: 3 clusters Score -108041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -108041.375000 Penalty: 699.482544
	Iteration 40F: 3 clusters Score -108041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -108041.429688 Penalty: 699.482544
	Iteration 41Q: 3 clusters Score -108041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -108041.804688 Penalty: 699.482544
	Iteration 42Q: 3 clusters Score -108041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -108042.328125 Penalty: 699.482544
	Iteration 43Q: 3 clusters Score -108042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -108042.328125 Penalty: 699.482544
	Iteration 44F: 3 clusters Score -108042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -16832.013672 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -16832.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16464.720703 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -16464.72 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16572.494141 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -16572.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16584.037109 Penalty: 536.390686
	Iteration 2Q: 3 clusters Score -16584.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16587.101562 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -16587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16588.306641 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -16588.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16588.306641 Penalty: 536.390686
	Iteration 5F: 3 clusters Score -16588.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (338439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338439 members 
Entering Unmasked Estep 
Score: -16509628.000000 Penalty: 579.310547
	Iteration 0F: 2 clusters Score -1.650963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168771 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -16307553.000000 Penalty: 1158.621094
	Iteration 0F: 3 clusters Score -1.630755e+07 nChanged 167073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141764 members 
Mstep: Class 2 contains 196675 members 
Entering Unmasked Estep 
Score: -16414438.000000 Penalty: 1158.621094
	Iteration 1F: 3 clusters Score -1.641444e+07 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 213050 members 
Entering Unmasked Estep 
Score: -16423576.000000 Penalty: 1158.621094
	Iteration 2F: 3 clusters Score -1.642358e+07 nChanged 24273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 235927 members 
Entering Unmasked Estep 
Score: -16438834.000000 Penalty: 1158.621094
	Iteration 3F: 3 clusters Score -1.643883e+07 nChanged 28774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 264301 members 
Entering Unmasked Estep 
Score: -16458717.000000 Penalty: 1158.621094
	Iteration 4F: 3 clusters Score -1.645872e+07 nChanged 29436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 293687 members 
Entering Unmasked Estep 
Score: -16478699.000000 Penalty: 1158.621094
	Iteration 5F: 3 clusters Score -1.64787e+07 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 316572 members 
Entering Unmasked Estep 
Score: -16493734.000000 Penalty: 1158.621094
	Iteration 6F: 3 clusters Score -1.649373e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 329159 members 
Entering Unmasked Estep 
Score: -16502956.000000 Penalty: 1158.621094
	Iteration 7Q: 3 clusters Score -1.650296e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 334669 members 
Entering Unmasked Estep 
Score: -16507113.000000 Penalty: 1158.621094
	Iteration 8Q: 3 clusters Score -1.650711e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 336787 members 
Entering Unmasked Estep 
Score: -16508347.000000 Penalty: 1158.621094
	Iteration 9Q: 3 clusters Score -1.650835e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 337556 members 
Entering Unmasked Estep 
Score: -16508865.000000 Penalty: 1158.621094
	Iteration 10Q: 3 clusters Score -1.650886e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 337841 members 
Entering Unmasked Estep 
Score: -16509103.000000 Penalty: 1158.621094
	Iteration 11Q: 3 clusters Score -1.65091e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 337972 members 
Entering Unmasked Estep 
Score: -16509153.000000 Penalty: 1158.621094
	Iteration 12Q: 3 clusters Score -1.650915e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 338016 members 
Entering Unmasked Estep 
Score: -16509172.000000 Penalty: 1158.621094
	Iteration 13Q: 3 clusters Score -1.650917e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 338042 members 
Entering Unmasked Estep 
Score: -16509195.000000 Penalty: 1158.621094
	Iteration 14Q: 3 clusters Score -1.65092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338060 members 
Entering Unmasked Estep 
Score: -16509223.000000 Penalty: 1158.621094
	Iteration 15Q: 3 clusters Score -1.650922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 338069 members 
Entering Unmasked Estep 
Score: -16509234.000000 Penalty: 1158.621094
	Iteration 16Q: 3 clusters Score -1.650923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 338067 members 
Entering Unmasked Estep 
Score: -16509258.000000 Penalty: 1158.621094
	Iteration 17Q: 3 clusters Score -1.650926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 338064 members 
Entering Unmasked Estep 
Score: -16509279.000000 Penalty: 1158.621094
	Iteration 18Q: 3 clusters Score -1.650928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338054 members 
Entering Unmasked Estep 
Score: -16509312.000000 Penalty: 1158.621094
	Iteration 19Q: 3 clusters Score -1.650931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 338057 members 
Entering Unmasked Estep 
Score: -16509313.000000 Penalty: 1158.621094
	Iteration 20F: 3 clusters Score -1.650931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 338056 members 
Entering Unmasked Estep 
Score: -16509329.000000 Penalty: 1158.621094
	Iteration 21Q: 3 clusters Score -1.650933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 338057 members 
Entering Unmasked Estep 
Score: -16509321.000000 Penalty: 1158.621094
	Iteration 22Q: 3 clusters Score -1.650932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338060 members 
Entering Unmasked Estep 
Score: -16509317.000000 Penalty: 1158.621094
	Iteration 23Q: 3 clusters Score -1.650932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338063 members 
Entering Unmasked Estep 
Score: -16509316.000000 Penalty: 1158.621094
	Iteration 24Q: 3 clusters Score -1.650932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 338068 members 
Entering Unmasked Estep 
Score: -16509317.000000 Penalty: 1158.621094
	Iteration 25Q: 3 clusters Score -1.650932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 338069 members 
Entering Unmasked Estep 
Score: -16509330.000000 Penalty: 1158.621094
	Iteration 26Q: 3 clusters Score -1.650933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338065 members 
Entering Unmasked Estep 
Score: -16509324.000000 Penalty: 1158.621094
	Iteration 27Q: 3 clusters Score -1.650932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338063 members 
Entering Unmasked Estep 
Score: -16509316.000000 Penalty: 1158.621094
	Iteration 28Q: 3 clusters Score -1.650932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338063 members 
Entering Unmasked Estep 
Score: -16509341.000000 Penalty: 1158.621094
	Iteration 29Q: 3 clusters Score -1.650934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338063 members 
Entering Unmasked Estep 
Score: -16509339.000000 Penalty: 1158.621094
	Iteration 30Q: 3 clusters Score -1.650934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338063 members 
Entering Unmasked Estep 
Score: -16509339.000000 Penalty: 1158.621094
	Iteration 31F: 3 clusters Score -1.650934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -52996.925781 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -52996.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -52196.339844 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -52196.34 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52384.667969 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -52384.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -52426.253906 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -52426.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -52449.296875 Penalty: 627.507141
	Iteration 3Q: 3 clusters Score -52449.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -52464.296875 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -52464.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -52470.777344 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -52470.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52478.878906 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -52478.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52488.667969 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -52488.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52498.437500 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -52498.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -52507.621094 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -52507.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52517.074219 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -52517.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52522.789062 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -52522.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52527.769531 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -52527.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52529.808594 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -52529.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52531.589844 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -52531.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52533.457031 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -52533.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52535.480469 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -52535.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52537.527344 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -52537.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -52539.812500 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -52539.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -52541.687500 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -52541.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52543.984375 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -52543.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52545.921875 Penalty: 627.507141
	Iteration 21Q: 3 clusters Score -52545.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52547.597656 Penalty: 627.507141
	Iteration 22Q: 3 clusters Score -52547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52548.703125 Penalty: 627.507141
	Iteration 23Q: 3 clusters Score -52548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52550.273438 Penalty: 627.507141
	Iteration 24Q: 3 clusters Score -52550.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52550.945312 Penalty: 627.507141
	Iteration 25Q: 3 clusters Score -52550.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52555.511719 Penalty: 627.507141
	Iteration 26Q: 3 clusters Score -52555.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52566.539062 Penalty: 627.507141
	Iteration 27Q: 3 clusters Score -52566.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52573.050781 Penalty: 627.507141
	Iteration 28Q: 3 clusters Score -52573.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52574.277344 Penalty: 627.507141
	Iteration 29Q: 3 clusters Score -52574.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52575.535156 Penalty: 627.507141
	Iteration 30Q: 3 clusters Score -52575.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52576.296875 Penalty: 627.507141
	Iteration 31Q: 3 clusters Score -52576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52577.050781 Penalty: 627.507141
	Iteration 32Q: 3 clusters Score -52577.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52577.238281 Penalty: 627.507141
	Iteration 33Q: 3 clusters Score -52577.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52577.996094 Penalty: 627.507141
	Iteration 34Q: 3 clusters Score -52578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52579.046875 Penalty: 627.507141
	Iteration 35Q: 3 clusters Score -52579.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52581.261719 Penalty: 627.507141
	Iteration 36Q: 3 clusters Score -52581.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52582.832031 Penalty: 627.507141
	Iteration 37Q: 3 clusters Score -52582.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52586.074219 Penalty: 627.507141
	Iteration 38Q: 3 clusters Score -52586.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52592.273438 Penalty: 627.507141
	Iteration 39Q: 3 clusters Score -52592.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52596.542969 Penalty: 627.507141
	Iteration 40F: 3 clusters Score -52596.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52601.109375 Penalty: 627.507141
	Iteration 41Q: 3 clusters Score -52601.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52608.156250 Penalty: 627.507141
	Iteration 42Q: 3 clusters Score -52608.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52612.066406 Penalty: 627.507141
	Iteration 43Q: 3 clusters Score -52612.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52616.011719 Penalty: 627.507141
	Iteration 44Q: 3 clusters Score -52616.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52626.171875 Penalty: 627.507141
	Iteration 45Q: 3 clusters Score -52626.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52633.445312 Penalty: 627.507141
	Iteration 46Q: 3 clusters Score -52633.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52639.992188 Penalty: 627.507141
	Iteration 47Q: 3 clusters Score -52639.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52645.750000 Penalty: 627.507141
	Iteration 48Q: 3 clusters Score -52645.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52649.421875 Penalty: 627.507141
	Iteration 49Q: 3 clusters Score -52649.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52652.765625 Penalty: 627.507141
	Iteration 50Q: 3 clusters Score -52652.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52656.609375 Penalty: 627.507141
	Iteration 51Q: 3 clusters Score -52656.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52662.128906 Penalty: 627.507141
	Iteration 52Q: 3 clusters Score -52662.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52667.714844 Penalty: 627.507141
	Iteration 53Q: 3 clusters Score -52667.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52671.375000 Penalty: 627.507141
	Iteration 54Q: 3 clusters Score -52671.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52673.960938 Penalty: 627.507141
	Iteration 55Q: 3 clusters Score -52673.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52675.667969 Penalty: 627.507141
	Iteration 56Q: 3 clusters Score -52675.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52678.058594 Penalty: 627.507141
	Iteration 57Q: 3 clusters Score -52678.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52680.167969 Penalty: 627.507141
	Iteration 58Q: 3 clusters Score -52680.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52681.167969 Penalty: 627.507141
	Iteration 59Q: 3 clusters Score -52681.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52681.433594 Penalty: 627.507141
	Iteration 60F: 3 clusters Score -52681.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52682.464844 Penalty: 627.507141
	Iteration 61Q: 3 clusters Score -52682.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52683.546875 Penalty: 627.507141
	Iteration 62Q: 3 clusters Score -52683.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52684.726562 Penalty: 627.507141
	Iteration 63Q: 3 clusters Score -52684.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52687.187500 Penalty: 627.507141
	Iteration 64Q: 3 clusters Score -52687.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52690.230469 Penalty: 627.507141
	Iteration 65Q: 3 clusters Score -52690.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52692.601562 Penalty: 627.507141
	Iteration 66Q: 3 clusters Score -52692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52694.953125 Penalty: 627.507141
	Iteration 67Q: 3 clusters Score -52694.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52695.484375 Penalty: 627.507141
	Iteration 68Q: 3 clusters Score -52695.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52696.203125 Penalty: 627.507141
	Iteration 69Q: 3 clusters Score -52696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52696.722656 Penalty: 627.507141
	Iteration 70Q: 3 clusters Score -52696.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52697.421875 Penalty: 627.507141
	Iteration 71Q: 3 clusters Score -52697.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52698.816406 Penalty: 627.507141
	Iteration 72Q: 3 clusters Score -52698.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52699.644531 Penalty: 627.507141
	Iteration 73Q: 3 clusters Score -52699.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52699.914062 Penalty: 627.507141
	Iteration 74Q: 3 clusters Score -52699.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52699.914062 Penalty: 627.507141
	Iteration 75F: 3 clusters Score -52699.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -269064.468750 Penalty: 389.569885
	Iteration 0F: 2 clusters Score -269064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -265511.343750 Penalty: 779.139771
	Iteration 0F: 3 clusters Score -265511.3 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -266844.375000 Penalty: 779.139771
	Iteration 1F: 3 clusters Score -266844.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -266951.875000 Penalty: 779.139771
	Iteration 2F: 3 clusters Score -266951.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -267065.843750 Penalty: 779.139771
	Iteration 3F: 3 clusters Score -267065.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -267218.312500 Penalty: 779.139771
	Iteration 4F: 3 clusters Score -267218.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -267437.812500 Penalty: 779.139771
	Iteration 5F: 3 clusters Score -267437.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -267712.343750 Penalty: 779.139771
	Iteration 6F: 3 clusters Score -267712.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -268025.562500 Penalty: 779.139771
	Iteration 7F: 3 clusters Score -268025.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -268317.937500 Penalty: 779.139771
	Iteration 8F: 3 clusters Score -268317.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -268556.437500 Penalty: 779.139771
	Iteration 9Q: 3 clusters Score -268556.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268688.656250 Penalty: 779.139771
	Iteration 10Q: 3 clusters Score -268688.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -268751.250000 Penalty: 779.139771
	Iteration 11Q: 3 clusters Score -268751.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -268785.906250 Penalty: 779.139771
	Iteration 12Q: 3 clusters Score -268785.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -268812.500000 Penalty: 779.139771
	Iteration 13Q: 3 clusters Score -268812.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -268823.000000 Penalty: 779.139771
	Iteration 14Q: 3 clusters Score -268823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268828.187500 Penalty: 779.139771
	Iteration 15Q: 3 clusters Score -268828.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -268830.718750 Penalty: 779.139771
	Iteration 16Q: 3 clusters Score -268830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -268832.875000 Penalty: 779.139771
	Iteration 17Q: 3 clusters Score -268832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -268833.781250 Penalty: 779.139771
	Iteration 18Q: 3 clusters Score -268833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268836.250000 Penalty: 779.139771
	Iteration 19Q: 3 clusters Score -268836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -268836.718750 Penalty: 779.139771
	Iteration 20F: 3 clusters Score -268836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -268837.593750 Penalty: 779.139771
	Iteration 21Q: 3 clusters Score -268837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -268837.687500 Penalty: 779.139771
	Iteration 22Q: 3 clusters Score -268837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -268837.843750 Penalty: 779.139771
	Iteration 23Q: 3 clusters Score -268837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -268837.968750 Penalty: 779.139771
	Iteration 24Q: 3 clusters Score -268838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -268838.000000 Penalty: 779.139771
	Iteration 25Q: 3 clusters Score -268838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -268838.593750 Penalty: 779.139771
	Iteration 26Q: 3 clusters Score -268838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268838.656250 Penalty: 779.139771
	Iteration 27Q: 3 clusters Score -268838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -268838.718750 Penalty: 779.139771
	Iteration 28Q: 3 clusters Score -268838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268838.937500 Penalty: 779.139771
	Iteration 29Q: 3 clusters Score -268838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -268839.468750 Penalty: 779.139771
	Iteration 30Q: 3 clusters Score -268839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -268839.656250 Penalty: 779.139771
	Iteration 31Q: 3 clusters Score -268839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -268839.781250 Penalty: 779.139771
	Iteration 32Q: 3 clusters Score -268839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -268840.156250 Penalty: 779.139771
	Iteration 33Q: 3 clusters Score -268840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -268839.781250 Penalty: 779.139771
	Iteration 34Q: 3 clusters Score -268839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -268840.781250 Penalty: 779.139771
	Iteration 35Q: 3 clusters Score -268840.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -268841.562500 Penalty: 779.139771
	Iteration 36Q: 3 clusters Score -268841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -268842.312500 Penalty: 779.139771
	Iteration 37Q: 3 clusters Score -268842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -268842.343750 Penalty: 779.139771
	Iteration 38Q: 3 clusters Score -268842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -268842.656250 Penalty: 779.139771
	Iteration 39Q: 3 clusters Score -268842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -268842.937500 Penalty: 779.139771
	Iteration 40F: 3 clusters Score -268842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -268843.343750 Penalty: 779.139771
	Iteration 41Q: 3 clusters Score -268843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -268842.812500 Penalty: 779.139771
	Iteration 42Q: 3 clusters Score -268842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268843.375000 Penalty: 779.139771
	Iteration 43Q: 3 clusters Score -268843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -268843.375000 Penalty: 779.139771
	Iteration 44F: 3 clusters Score -268843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39068.808594 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39068.81 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -39259.640625 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39259.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39309.156250 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39309.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39346.503906 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39346.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39365.746094 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -39365.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39379.140625 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39379.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -39390.925781 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39390.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -39414.496094 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39414.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39442.089844 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39442.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39465.222656 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39465.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -39478.117188 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39478.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39491.492188 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39491.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39509.726562 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39509.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39526.429688 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39526.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -39541.230469 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39541.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -39551.527344 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39551.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39555.855469 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39555.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39557.089844 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39557.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -39559.070312 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39559.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -39560.429688 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39560.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -39563.554688 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39563.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -39564.703125 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -39564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -39566.640625 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -39566.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -39567.363281 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -39567.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39567.593750 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -39567.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -39567.832031 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -39567.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -39568.878906 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -39568.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -39570.523438 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -39570.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -39571.656250 Penalty: 614.243774
	Iteration 28Q: 3 clusters Score -39571.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -39572.242188 Penalty: 614.243774
	Iteration 29Q: 3 clusters Score -39572.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -39572.242188 Penalty: 614.243774
	Iteration 30F: 3 clusters Score -39572.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -118640.476562 Penalty: 353.081848
	Iteration 0F: 2 clusters Score -118640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -116958.515625 Penalty: 706.163696
	Iteration 0F: 3 clusters Score -116958.5 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -117509.281250 Penalty: 706.163696
	Iteration 1F: 3 clusters Score -117509.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -117576.195312 Penalty: 706.163696
	Iteration 2F: 3 clusters Score -117576.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -117619.656250 Penalty: 706.163696
	Iteration 3Q: 3 clusters Score -117619.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -117656.945312 Penalty: 706.163696
	Iteration 4Q: 3 clusters Score -117656.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -117693.156250 Penalty: 706.163696
	Iteration 5Q: 3 clusters Score -117693.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -117729.953125 Penalty: 706.163696
	Iteration 6Q: 3 clusters Score -117730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -117771.992188 Penalty: 706.163696
	Iteration 7Q: 3 clusters Score -117772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -117824.296875 Penalty: 706.163696
	Iteration 8Q: 3 clusters Score -117824.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -117874.726562 Penalty: 706.163696
	Iteration 9Q: 3 clusters Score -117874.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -117935.640625 Penalty: 706.163696
	Iteration 10Q: 3 clusters Score -117935.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -117995.523438 Penalty: 706.163696
	Iteration 11Q: 3 clusters Score -117995.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -118041.898438 Penalty: 706.163696
	Iteration 12Q: 3 clusters Score -118041.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -118082.523438 Penalty: 706.163696
	Iteration 13Q: 3 clusters Score -118082.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -118121.562500 Penalty: 706.163696
	Iteration 14Q: 3 clusters Score -118121.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -118145.210938 Penalty: 706.163696
	Iteration 15Q: 3 clusters Score -118145.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -118166.023438 Penalty: 706.163696
	Iteration 16Q: 3 clusters Score -118166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -118183.187500 Penalty: 706.163696
	Iteration 17Q: 3 clusters Score -118183.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -118199.875000 Penalty: 706.163696
	Iteration 18Q: 3 clusters Score -118199.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -118210.085938 Penalty: 706.163696
	Iteration 19Q: 3 clusters Score -118210.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -118222.460938 Penalty: 706.163696
	Iteration 20F: 3 clusters Score -118222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -118233.164062 Penalty: 706.163696
	Iteration 21Q: 3 clusters Score -118233.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -118238.804688 Penalty: 706.163696
	Iteration 22Q: 3 clusters Score -118238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -118240.898438 Penalty: 706.163696
	Iteration 23Q: 3 clusters Score -118240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -118243.710938 Penalty: 706.163696
	Iteration 24Q: 3 clusters Score -118243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -118245.585938 Penalty: 706.163696
	Iteration 25Q: 3 clusters Score -118245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -118246.796875 Penalty: 706.163696
	Iteration 26Q: 3 clusters Score -118246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -118247.953125 Penalty: 706.163696
	Iteration 27Q: 3 clusters Score -118248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -118249.101562 Penalty: 706.163696
	Iteration 28Q: 3 clusters Score -118249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -118250.507812 Penalty: 706.163696
	Iteration 29Q: 3 clusters Score -118250.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -118251.835938 Penalty: 706.163696
	Iteration 30Q: 3 clusters Score -118251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -118253.179688 Penalty: 706.163696
	Iteration 31Q: 3 clusters Score -118253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -118254.507812 Penalty: 706.163696
	Iteration 32Q: 3 clusters Score -118254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -118256.226562 Penalty: 706.163696
	Iteration 33Q: 3 clusters Score -118256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -118256.843750 Penalty: 706.163696
	Iteration 34Q: 3 clusters Score -118256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -118257.250000 Penalty: 706.163696
	Iteration 35Q: 3 clusters Score -118257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -118257.296875 Penalty: 706.163696
	Iteration 36Q: 3 clusters Score -118257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -118257.296875 Penalty: 706.163696
	Iteration 37F: 3 clusters Score -118257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -97912.828125 Penalty: 348.039337
	Iteration 0F: 2 clusters Score -97912.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -96378.531250 Penalty: 696.078674
	Iteration 0F: 3 clusters Score -96378.53 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -96866.242188 Penalty: 696.078674
	Iteration 1F: 3 clusters Score -96866.24 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -96938.500000 Penalty: 696.078674
	Iteration 2F: 3 clusters Score -96938.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96988.343750 Penalty: 696.078674
	Iteration 3F: 3 clusters Score -96988.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -97029.156250 Penalty: 696.078674
	Iteration 4Q: 3 clusters Score -97029.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97100.234375 Penalty: 696.078674
	Iteration 5F: 3 clusters Score -97100.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -97174.625000 Penalty: 696.078674
	Iteration 6Q: 3 clusters Score -97174.62 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97244.093750 Penalty: 696.078674
	Iteration 7Q: 3 clusters Score -97244.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97301.609375 Penalty: 696.078674
	Iteration 8Q: 3 clusters Score -97301.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -97351.593750 Penalty: 696.078674
	Iteration 9Q: 3 clusters Score -97351.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -97394.539062 Penalty: 696.078674
	Iteration 10Q: 3 clusters Score -97394.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -97428.156250 Penalty: 696.078674
	Iteration 11Q: 3 clusters Score -97428.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97450.515625 Penalty: 696.078674
	Iteration 12Q: 3 clusters Score -97450.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -97472.304688 Penalty: 696.078674
	Iteration 13Q: 3 clusters Score -97472.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97499.437500 Penalty: 696.078674
	Iteration 14Q: 3 clusters Score -97499.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97524.250000 Penalty: 696.078674
	Iteration 15Q: 3 clusters Score -97524.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97541.273438 Penalty: 696.078674
	Iteration 16Q: 3 clusters Score -97541.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97555.101562 Penalty: 696.078674
	Iteration 17Q: 3 clusters Score -97555.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97569.085938 Penalty: 696.078674
	Iteration 18Q: 3 clusters Score -97569.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97576.906250 Penalty: 696.078674
	Iteration 19Q: 3 clusters Score -97576.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97586.335938 Penalty: 696.078674
	Iteration 20F: 3 clusters Score -97586.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97598.296875 Penalty: 696.078674
	Iteration 21Q: 3 clusters Score -97598.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97604.328125 Penalty: 696.078674
	Iteration 22Q: 3 clusters Score -97604.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97607.578125 Penalty: 696.078674
	Iteration 23Q: 3 clusters Score -97607.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97611.000000 Penalty: 696.078674
	Iteration 24Q: 3 clusters Score -97611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97613.921875 Penalty: 696.078674
	Iteration 25Q: 3 clusters Score -97613.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97616.718750 Penalty: 696.078674
	Iteration 26Q: 3 clusters Score -97616.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97618.562500 Penalty: 696.078674
	Iteration 27Q: 3 clusters Score -97618.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97620.960938 Penalty: 696.078674
	Iteration 28Q: 3 clusters Score -97620.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97624.250000 Penalty: 696.078674
	Iteration 29Q: 3 clusters Score -97624.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97627.000000 Penalty: 696.078674
	Iteration 30Q: 3 clusters Score -97627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97629.414062 Penalty: 696.078674
	Iteration 31Q: 3 clusters Score -97629.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97630.601562 Penalty: 696.078674
	Iteration 32Q: 3 clusters Score -97630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97631.851562 Penalty: 696.078674
	Iteration 33Q: 3 clusters Score -97631.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97632.687500 Penalty: 696.078674
	Iteration 34Q: 3 clusters Score -97632.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97633.734375 Penalty: 696.078674
	Iteration 35Q: 3 clusters Score -97633.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97634.507812 Penalty: 696.078674
	Iteration 36Q: 3 clusters Score -97634.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97634.648438 Penalty: 696.078674
	Iteration 37Q: 3 clusters Score -97634.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97634.648438 Penalty: 696.078674
	Iteration 38F: 3 clusters Score -97634.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -419656.218750 Penalty: 409.358917
	Iteration 0F: 2 clusters Score -419656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -414231.968750 Penalty: 818.717834
	Iteration 0F: 3 clusters Score -414232 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -416396.500000 Penalty: 818.717834
	Iteration 1F: 3 clusters Score -416396.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -416558.750000 Penalty: 818.717834
	Iteration 2Q: 3 clusters Score -416558.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -416759.906250 Penalty: 818.717834
	Iteration 3Q: 3 clusters Score -416759.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -417031.218750 Penalty: 818.717834
	Iteration 4F: 3 clusters Score -417031.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -417393.718750 Penalty: 818.717834
	Iteration 5F: 3 clusters Score -417393.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -417735.437500 Penalty: 818.717834
	Iteration 6F: 3 clusters Score -417735.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -417957.156250 Penalty: 818.717834
	Iteration 7Q: 3 clusters Score -417957.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -418030.312500 Penalty: 818.717834
	Iteration 8Q: 3 clusters Score -418030.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -418057.125000 Penalty: 818.717834
	Iteration 9Q: 3 clusters Score -418057.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -418081.875000 Penalty: 818.717834
	Iteration 10Q: 3 clusters Score -418081.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -418107.531250 Penalty: 818.717834
	Iteration 11Q: 3 clusters Score -418107.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -418137.968750 Penalty: 818.717834
	Iteration 12Q: 3 clusters Score -418138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -418165.937500 Penalty: 818.717834
	Iteration 13Q: 3 clusters Score -418165.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -418195.937500 Penalty: 818.717834
	Iteration 14Q: 3 clusters Score -418195.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -418228.937500 Penalty: 818.717834
	Iteration 15Q: 3 clusters Score -418228.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -418259.187500 Penalty: 818.717834
	Iteration 16Q: 3 clusters Score -418259.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -418291.812500 Penalty: 818.717834
	Iteration 17Q: 3 clusters Score -418291.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -418324.250000 Penalty: 818.717834
	Iteration 18Q: 3 clusters Score -418324.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -418366.437500 Penalty: 818.717834
	Iteration 19Q: 3 clusters Score -418366.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -418423.375000 Penalty: 818.717834
	Iteration 20F: 3 clusters Score -418423.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -418480.375000 Penalty: 818.717834
	Iteration 21Q: 3 clusters Score -418480.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -418534.656250 Penalty: 818.717834
	Iteration 22Q: 3 clusters Score -418534.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -418597.218750 Penalty: 818.717834
	Iteration 23Q: 3 clusters Score -418597.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -418655.937500 Penalty: 818.717834
	Iteration 24Q: 3 clusters Score -418655.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -418697.968750 Penalty: 818.717834
	Iteration 25Q: 3 clusters Score -418698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -418742.781250 Penalty: 818.717834
	Iteration 26Q: 3 clusters Score -418742.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -418786.843750 Penalty: 818.717834
	Iteration 27Q: 3 clusters Score -418786.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -418823.218750 Penalty: 818.717834
	Iteration 28Q: 3 clusters Score -418823.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -418862.187500 Penalty: 818.717834
	Iteration 29Q: 3 clusters Score -418862.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -418901.437500 Penalty: 818.717834
	Iteration 30Q: 3 clusters Score -418901.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -418930.843750 Penalty: 818.717834
	Iteration 31Q: 3 clusters Score -418930.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -418960.156250 Penalty: 818.717834
	Iteration 32Q: 3 clusters Score -418960.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -418986.000000 Penalty: 818.717834
	Iteration 33Q: 3 clusters Score -418986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -419011.187500 Penalty: 818.717834
	Iteration 34Q: 3 clusters Score -419011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -419032.687500 Penalty: 818.717834
	Iteration 35Q: 3 clusters Score -419032.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -419052.781250 Penalty: 818.717834
	Iteration 36Q: 3 clusters Score -419052.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -419069.343750 Penalty: 818.717834
	Iteration 37Q: 3 clusters Score -419069.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -419087.593750 Penalty: 818.717834
	Iteration 38Q: 3 clusters Score -419087.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -419107.843750 Penalty: 818.717834
	Iteration 39Q: 3 clusters Score -419107.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -419130.468750 Penalty: 818.717834
	Iteration 40F: 3 clusters Score -419130.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -419155.187500 Penalty: 818.717834
	Iteration 41Q: 3 clusters Score -419155.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -419180.187500 Penalty: 818.717834
	Iteration 42Q: 3 clusters Score -419180.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -419211.375000 Penalty: 818.717834
	Iteration 43Q: 3 clusters Score -419211.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -419238.093750 Penalty: 818.717834
	Iteration 44Q: 3 clusters Score -419238.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -419260.875000 Penalty: 818.717834
	Iteration 45Q: 3 clusters Score -419260.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -419286.062500 Penalty: 818.717834
	Iteration 46Q: 3 clusters Score -419286.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -419295.468750 Penalty: 818.717834
	Iteration 47Q: 3 clusters Score -419295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -419298.437500 Penalty: 818.717834
	Iteration 48Q: 3 clusters Score -419298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -419302.781250 Penalty: 818.717834
	Iteration 49Q: 3 clusters Score -419302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -419303.375000 Penalty: 818.717834
	Iteration 50Q: 3 clusters Score -419303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -419304.906250 Penalty: 818.717834
	Iteration 51Q: 3 clusters Score -419304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -419307.531250 Penalty: 818.717834
	Iteration 52Q: 3 clusters Score -419307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -419311.375000 Penalty: 818.717834
	Iteration 53Q: 3 clusters Score -419311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -419312.781250 Penalty: 818.717834
	Iteration 54Q: 3 clusters Score -419312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -419314.062500 Penalty: 818.717834
	Iteration 55Q: 3 clusters Score -419314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -419314.781250 Penalty: 818.717834
	Iteration 56Q: 3 clusters Score -419314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -419318.718750 Penalty: 818.717834
	Iteration 57Q: 3 clusters Score -419318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -419319.562500 Penalty: 818.717834
	Iteration 58Q: 3 clusters Score -419319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -419320.406250 Penalty: 818.717834
	Iteration 59Q: 3 clusters Score -419320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -419320.406250 Penalty: 818.717834
	Iteration 60F: 3 clusters Score -419320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Entering Unmasked Estep 
Score: -4187651.750000 Penalty: 515.226685
	Iteration 0F: 2 clusters Score -4187652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4131741.750000 Penalty: 1030.453369
	Iteration 0F: 3 clusters Score -4131742 nChanged 40331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -4156603.000000 Penalty: 1030.453369
	Iteration 1F: 3 clusters Score -4156603 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -4158122.250000 Penalty: 1030.453369
	Iteration 2Q: 3 clusters Score -4158122 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -4160698.750000 Penalty: 1030.453369
	Iteration 3F: 3 clusters Score -4160699 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -4164960.000000 Penalty: 1030.453369
	Iteration 4F: 3 clusters Score -4164960 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -4171256.250000 Penalty: 1030.453369
	Iteration 5F: 3 clusters Score -4171256 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -4178235.500000 Penalty: 1030.453369
	Iteration 6F: 3 clusters Score -4178236 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -4183565.250000 Penalty: 1030.453369
	Iteration 7F: 3 clusters Score -4183565 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -4186145.000000 Penalty: 1030.453369
	Iteration 8Q: 3 clusters Score -4186145 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -4186916.750000 Penalty: 1030.453369
	Iteration 9Q: 3 clusters Score -4186917 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -4187113.000000 Penalty: 1030.453369
	Iteration 10Q: 3 clusters Score -4187113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -4187168.750000 Penalty: 1030.453369
	Iteration 11Q: 3 clusters Score -4187169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -4187184.500000 Penalty: 1030.453369
	Iteration 12Q: 3 clusters Score -4187184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -4187195.500000 Penalty: 1030.453369
	Iteration 13Q: 3 clusters Score -4187196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -4187201.250000 Penalty: 1030.453369
	Iteration 14Q: 3 clusters Score -4187201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -4187199.000000 Penalty: 1030.453369
	Iteration 15Q: 3 clusters Score -4187199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -4187199.000000 Penalty: 1030.453369
	Iteration 16F: 3 clusters Score -4187199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15379.160156 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15379.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15473.743164 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15473.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15499.749023 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15499.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15520.345703 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15520.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15545.120117 Penalty: 533.590454
	Iteration 4F: 3 clusters Score -15545.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15560.234375 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15560.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15571.226562 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15571.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15576.790039 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15576.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15584.263672 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15584.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15587.638672 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15587.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15587.638672 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -15587.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Entering Unmasked Estep 
Score: -1177152.375000 Penalty: 458.976288
	Iteration 0F: 2 clusters Score -1177152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1161067.125000 Penalty: 917.952576
	Iteration 0F: 3 clusters Score -1161067 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1167696.000000 Penalty: 917.952576
	Iteration 1F: 3 clusters Score -1167696 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1167957.000000 Penalty: 917.952576
	Iteration 2Q: 3 clusters Score -1167957 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1168281.000000 Penalty: 917.952576
	Iteration 3Q: 3 clusters Score -1168281 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1168718.500000 Penalty: 917.952576
	Iteration 4Q: 3 clusters Score -1168718 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1169477.375000 Penalty: 917.952576
	Iteration 5F: 3 clusters Score -1169477 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1170624.125000 Penalty: 917.952576
	Iteration 6F: 3 clusters Score -1170624 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1171838.125000 Penalty: 917.952576
	Iteration 7F: 3 clusters Score -1171838 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1172519.375000 Penalty: 917.952576
	Iteration 8F: 3 clusters Score -1172519 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1172720.625000 Penalty: 917.952576
	Iteration 9Q: 3 clusters Score -1172721 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1172790.875000 Penalty: 917.952576
	Iteration 10Q: 3 clusters Score -1172791 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1172853.125000 Penalty: 917.952576
	Iteration 11Q: 3 clusters Score -1172853 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1172911.000000 Penalty: 917.952576
	Iteration 12Q: 3 clusters Score -1172911 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1172972.000000 Penalty: 917.952576
	Iteration 13Q: 3 clusters Score -1172972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1173053.250000 Penalty: 917.952576
	Iteration 14Q: 3 clusters Score -1173053 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1173154.250000 Penalty: 917.952576
	Iteration 15Q: 3 clusters Score -1173154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1173271.000000 Penalty: 917.952576
	Iteration 16Q: 3 clusters Score -1173271 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1173422.000000 Penalty: 917.952576
	Iteration 17Q: 3 clusters Score -1173422 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1173610.750000 Penalty: 917.952576
	Iteration 18Q: 3 clusters Score -1173611 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1173833.875000 Penalty: 917.952576
	Iteration 19Q: 3 clusters Score -1173834 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1174095.000000 Penalty: 917.952576
	Iteration 20F: 3 clusters Score -1174095 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1174408.250000 Penalty: 917.952576
	Iteration 21Q: 3 clusters Score -1174408 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1174775.375000 Penalty: 917.952576
	Iteration 22Q: 3 clusters Score -1174775 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1175147.000000 Penalty: 917.952576
	Iteration 23Q: 3 clusters Score -1175147 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1175505.750000 Penalty: 917.952576
	Iteration 24Q: 3 clusters Score -1175506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1175805.000000 Penalty: 917.952576
	Iteration 25Q: 3 clusters Score -1175805 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1176036.375000 Penalty: 917.952576
	Iteration 26Q: 3 clusters Score -1176036 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1176192.750000 Penalty: 917.952576
	Iteration 27Q: 3 clusters Score -1176193 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1176289.375000 Penalty: 917.952576
	Iteration 28Q: 3 clusters Score -1176289 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1176352.250000 Penalty: 917.952576
	Iteration 29Q: 3 clusters Score -1176352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1176397.750000 Penalty: 917.952576
	Iteration 30Q: 3 clusters Score -1176398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1176430.625000 Penalty: 917.952576
	Iteration 31Q: 3 clusters Score -1176431 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1176460.750000 Penalty: 917.952576
	Iteration 32Q: 3 clusters Score -1176461 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1176486.125000 Penalty: 917.952576
	Iteration 33Q: 3 clusters Score -1176486 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1176507.750000 Penalty: 917.952576
	Iteration 34Q: 3 clusters Score -1176508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1176520.125000 Penalty: 917.952576
	Iteration 35Q: 3 clusters Score -1176520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1176530.875000 Penalty: 917.952576
	Iteration 36Q: 3 clusters Score -1176531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1176533.250000 Penalty: 917.952576
	Iteration 37Q: 3 clusters Score -1176533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1176537.250000 Penalty: 917.952576
	Iteration 38Q: 3 clusters Score -1176537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1176540.875000 Penalty: 917.952576
	Iteration 39Q: 3 clusters Score -1176541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1176556.125000 Penalty: 917.952576
	Iteration 40F: 3 clusters Score -1176556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1176565.000000 Penalty: 917.952576
	Iteration 41Q: 3 clusters Score -1176565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1176568.125000 Penalty: 917.952576
	Iteration 42Q: 3 clusters Score -1176568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1176571.000000 Penalty: 917.952576
	Iteration 43Q: 3 clusters Score -1176571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1176572.500000 Penalty: 917.952576
	Iteration 44Q: 3 clusters Score -1176572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1176578.250000 Penalty: 917.952576
	Iteration 45Q: 3 clusters Score -1176578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1176581.375000 Penalty: 917.952576
	Iteration 46Q: 3 clusters Score -1176581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1176588.375000 Penalty: 917.952576
	Iteration 47Q: 3 clusters Score -1176588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1176591.375000 Penalty: 917.952576
	Iteration 48Q: 3 clusters Score -1176591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1176594.500000 Penalty: 917.952576
	Iteration 49Q: 3 clusters Score -1176594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1176598.500000 Penalty: 917.952576
	Iteration 50Q: 3 clusters Score -1176598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1176604.250000 Penalty: 917.952576
	Iteration 51Q: 3 clusters Score -1176604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1176603.625000 Penalty: 917.952576
	Iteration 52Q: 3 clusters Score -1176604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1176607.250000 Penalty: 917.952576
	Iteration 53Q: 3 clusters Score -1176607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1176611.125000 Penalty: 917.952576
	Iteration 54Q: 3 clusters Score -1176611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1176614.875000 Penalty: 917.952576
	Iteration 55Q: 3 clusters Score -1176615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1176616.375000 Penalty: 917.952576
	Iteration 56Q: 3 clusters Score -1176616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1176622.375000 Penalty: 917.952576
	Iteration 57Q: 3 clusters Score -1176622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1176629.500000 Penalty: 917.952576
	Iteration 58Q: 3 clusters Score -1176630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1176635.750000 Penalty: 917.952576
	Iteration 59Q: 3 clusters Score -1176636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1176638.375000 Penalty: 917.952576
	Iteration 60F: 3 clusters Score -1176638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1176645.500000 Penalty: 917.952576
	Iteration 61Q: 3 clusters Score -1176646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1176654.250000 Penalty: 917.952576
	Iteration 62Q: 3 clusters Score -1176654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1176658.625000 Penalty: 917.952576
	Iteration 63Q: 3 clusters Score -1176659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1176660.125000 Penalty: 917.952576
	Iteration 64Q: 3 clusters Score -1176660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1176662.875000 Penalty: 917.952576
	Iteration 65Q: 3 clusters Score -1176663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1176672.625000 Penalty: 917.952576
	Iteration 66Q: 3 clusters Score -1176673 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1176677.625000 Penalty: 917.952576
	Iteration 67Q: 3 clusters Score -1176678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1176683.375000 Penalty: 917.952576
	Iteration 68Q: 3 clusters Score -1176683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1176689.625000 Penalty: 917.952576
	Iteration 69Q: 3 clusters Score -1176690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1176692.625000 Penalty: 917.952576
	Iteration 70Q: 3 clusters Score -1176693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1176695.250000 Penalty: 917.952576
	Iteration 71Q: 3 clusters Score -1176695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1176701.375000 Penalty: 917.952576
	Iteration 72Q: 3 clusters Score -1176701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1176704.375000 Penalty: 917.952576
	Iteration 73Q: 3 clusters Score -1176704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1176706.750000 Penalty: 917.952576
	Iteration 74Q: 3 clusters Score -1176707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1176711.625000 Penalty: 917.952576
	Iteration 75Q: 3 clusters Score -1176712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1176717.375000 Penalty: 917.952576
	Iteration 76Q: 3 clusters Score -1176717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1176719.250000 Penalty: 917.952576
	Iteration 77Q: 3 clusters Score -1176719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1176721.250000 Penalty: 917.952576
	Iteration 78Q: 3 clusters Score -1176721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1176728.875000 Penalty: 917.952576
	Iteration 79Q: 3 clusters Score -1176729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1176730.000000 Penalty: 917.952576
	Iteration 80F: 3 clusters Score -1176730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1176735.750000 Penalty: 917.952576
	Iteration 81Q: 3 clusters Score -1176736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1176735.375000 Penalty: 917.952576
	Iteration 82Q: 3 clusters Score -1176735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1176744.625000 Penalty: 917.952576
	Iteration 83Q: 3 clusters Score -1176745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1176746.125000 Penalty: 917.952576
	Iteration 84Q: 3 clusters Score -1176746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1176748.875000 Penalty: 917.952576
	Iteration 85Q: 3 clusters Score -1176749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1176755.250000 Penalty: 917.952576
	Iteration 86Q: 3 clusters Score -1176755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1176755.750000 Penalty: 917.952576
	Iteration 87Q: 3 clusters Score -1176756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1176761.375000 Penalty: 917.952576
	Iteration 88Q: 3 clusters Score -1176761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1176763.000000 Penalty: 917.952576
	Iteration 89Q: 3 clusters Score -1176763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1176772.625000 Penalty: 917.952576
	Iteration 90Q: 3 clusters Score -1176773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1176774.000000 Penalty: 917.952576
	Iteration 91Q: 3 clusters Score -1176774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1176778.000000 Penalty: 917.952576
	Iteration 92Q: 3 clusters Score -1176778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1176778.000000 Penalty: 917.952576
	Iteration 93Q: 3 clusters Score -1176778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1176782.625000 Penalty: 917.952576
	Iteration 94Q: 3 clusters Score -1176783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1176782.750000 Penalty: 917.952576
	Iteration 95Q: 3 clusters Score -1176783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1176784.875000 Penalty: 917.952576
	Iteration 96Q: 3 clusters Score -1176785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1176786.875000 Penalty: 917.952576
	Iteration 97Q: 3 clusters Score -1176787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1176788.500000 Penalty: 917.952576
	Iteration 98Q: 3 clusters Score -1176788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1176786.000000 Penalty: 917.952576
	Iteration 99Q: 3 clusters Score -1176786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1176787.750000 Penalty: 917.952576
	Iteration 100F: 3 clusters Score -1176788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1176790.750000 Penalty: 917.952576
	Iteration 101Q: 3 clusters Score -1176791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1176794.625000 Penalty: 917.952576
	Iteration 102Q: 3 clusters Score -1176795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -1176790.000000 Penalty: 917.952576
	Iteration 103Q: 3 clusters Score -1176790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1176792.500000 Penalty: 917.952576
	Iteration 104Q: 3 clusters Score -1176792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1176791.125000 Penalty: 917.952576
	Iteration 105Q: 3 clusters Score -1176791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1176789.875000 Penalty: 917.952576
	Iteration 106Q: 3 clusters Score -1176790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1176792.000000 Penalty: 917.952576
	Iteration 107Q: 3 clusters Score -1176792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1176792.000000 Penalty: 917.952576
	Iteration 108Q: 3 clusters Score -1176792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1176792.875000 Penalty: 917.952576
	Iteration 109Q: 3 clusters Score -1176793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1176792.750000 Penalty: 917.952576
	Iteration 110Q: 3 clusters Score -1176793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1176794.250000 Penalty: 917.952576
	Iteration 111Q: 3 clusters Score -1176794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1176796.000000 Penalty: 917.952576
	Iteration 112Q: 3 clusters Score -1176796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1176795.875000 Penalty: 917.952576
	Iteration 113Q: 3 clusters Score -1176796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1176796.375000 Penalty: 917.952576
	Iteration 114Q: 3 clusters Score -1176796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1176797.250000 Penalty: 917.952576
	Iteration 115Q: 3 clusters Score -1176797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1176796.000000 Penalty: 917.952576
	Iteration 116Q: 3 clusters Score -1176796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1176796.375000 Penalty: 917.952576
	Iteration 117Q: 3 clusters Score -1176796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1176797.125000 Penalty: 917.952576
	Iteration 118Q: 3 clusters Score -1176797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1176795.500000 Penalty: 917.952576
	Iteration 119Q: 3 clusters Score -1176796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1176796.250000 Penalty: 917.952576
	Iteration 120F: 3 clusters Score -1176796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1176796.375000 Penalty: 917.952576
	Iteration 121Q: 3 clusters Score -1176796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1176795.250000 Penalty: 917.952576
	Iteration 122Q: 3 clusters Score -1176795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1176795.250000 Penalty: 917.952576
	Iteration 123F: 3 clusters Score -1176795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Entering Unmasked Estep 
Score: -1545328.000000 Penalty: 473.111816
	Iteration 0F: 2 clusters Score -1545328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1523373.375000 Penalty: 946.223633
	Iteration 0F: 3 clusters Score -1523373 nChanged 15770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1532667.375000 Penalty: 946.223633
	Iteration 1F: 3 clusters Score -1532667 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1533299.250000 Penalty: 946.223633
	Iteration 2Q: 3 clusters Score -1533299 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1534417.625000 Penalty: 946.223633
	Iteration 3F: 3 clusters Score -1534418 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -1536264.125000 Penalty: 946.223633
	Iteration 4F: 3 clusters Score -1536264 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -1538719.875000 Penalty: 946.223633
	Iteration 5F: 3 clusters Score -1538720 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1540964.250000 Penalty: 946.223633
	Iteration 6F: 3 clusters Score -1540964 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -1542525.375000 Penalty: 946.223633
	Iteration 7Q: 3 clusters Score -1542525 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -1543474.625000 Penalty: 946.223633
	Iteration 8Q: 3 clusters Score -1543475 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -1543955.375000 Penalty: 946.223633
	Iteration 9Q: 3 clusters Score -1543955 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -1544257.875000 Penalty: 946.223633
	Iteration 10Q: 3 clusters Score -1544258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -1544478.125000 Penalty: 946.223633
	Iteration 11Q: 3 clusters Score -1544478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -1544608.500000 Penalty: 946.223633
	Iteration 12Q: 3 clusters Score -1544608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -1544699.500000 Penalty: 946.223633
	Iteration 13Q: 3 clusters Score -1544700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -1544772.125000 Penalty: 946.223633
	Iteration 14Q: 3 clusters Score -1544772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -1544824.500000 Penalty: 946.223633
	Iteration 15Q: 3 clusters Score -1544824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -1544863.750000 Penalty: 946.223633
	Iteration 16Q: 3 clusters Score -1544864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -1544884.500000 Penalty: 946.223633
	Iteration 17Q: 3 clusters Score -1544884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -1544902.875000 Penalty: 946.223633
	Iteration 18Q: 3 clusters Score -1544903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -1544920.000000 Penalty: 946.223633
	Iteration 19Q: 3 clusters Score -1544920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -1544924.875000 Penalty: 946.223633
	Iteration 20F: 3 clusters Score -1544925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -1544931.250000 Penalty: 946.223633
	Iteration 21Q: 3 clusters Score -1544931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -1544938.250000 Penalty: 946.223633
	Iteration 22Q: 3 clusters Score -1544938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -1544941.500000 Penalty: 946.223633
	Iteration 23Q: 3 clusters Score -1544942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -1544943.125000 Penalty: 946.223633
	Iteration 24Q: 3 clusters Score -1544943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -1544945.625000 Penalty: 946.223633
	Iteration 25Q: 3 clusters Score -1544946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -1544946.875000 Penalty: 946.223633
	Iteration 26Q: 3 clusters Score -1544947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -1544946.875000 Penalty: 946.223633
	Iteration 27F: 3 clusters Score -1544947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9571.317383 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9571.317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9603.462891 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9603.463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9612.905273 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -9612.905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9622.241211 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9622.241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9630.625000 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9630.625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9637.373047 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9637.373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9641.838867 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9641.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9645.245117 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9645.245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9648.116211 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -9648.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9648.364258 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -9648.364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9648.723633 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -9648.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9648.723633 Penalty: 482.146881
	Iteration 11F: 3 clusters Score -9648.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32702.773438 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32702.77 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32874.816406 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32874.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32930.546875 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32930.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32963.875000 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32963.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32986.812500 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32986.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33000.683594 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -33000.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33015.125000 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -33015.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33035.820312 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -33035.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33043.453125 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -33043.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33047.417969 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -33047.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33050.164062 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -33050.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33054.039062 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -33054.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33057.218750 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -33057.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33061.441406 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -33061.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33068.996094 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -33069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33072.265625 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -33072.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33075.406250 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -33075.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33078.113281 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -33078.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33081.167969 Penalty: 597.310852
	Iteration 18Q: 3 clusters Score -33081.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33081.566406 Penalty: 597.310852
	Iteration 19Q: 3 clusters Score -33081.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33082.609375 Penalty: 597.310852
	Iteration 20F: 3 clusters Score -33082.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -102704.414062 Penalty: 351.098969
	Iteration 0F: 2 clusters Score -102704.4 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 1103 members 
Entering Unmasked Estep 
Score: -101119.390625 Penalty: 702.197937
	Iteration 0F: 3 clusters Score -101119.4 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -101677.656250 Penalty: 702.197937
	Iteration 1F: 3 clusters Score -101677.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -101854.335938 Penalty: 702.197937
	Iteration 2F: 3 clusters Score -101854.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -102052.328125 Penalty: 702.197937
	Iteration 3F: 3 clusters Score -102052.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -102247.210938 Penalty: 702.197937
	Iteration 4F: 3 clusters Score -102247.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102401.539062 Penalty: 702.197937
	Iteration 5F: 3 clusters Score -102401.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102497.695312 Penalty: 702.197937
	Iteration 6Q: 3 clusters Score -102497.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102544.710938 Penalty: 702.197937
	Iteration 7Q: 3 clusters Score -102544.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102581.296875 Penalty: 702.197937
	Iteration 8Q: 3 clusters Score -102581.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102604.664062 Penalty: 702.197937
	Iteration 9Q: 3 clusters Score -102604.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102608.820312 Penalty: 702.197937
	Iteration 10Q: 3 clusters Score -102608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102611.328125 Penalty: 702.197937
	Iteration 11Q: 3 clusters Score -102611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102611.960938 Penalty: 702.197937
	Iteration 12Q: 3 clusters Score -102612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102612.273438 Penalty: 702.197937
	Iteration 13Q: 3 clusters Score -102612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102612.359375 Penalty: 702.197937
	Iteration 14Q: 3 clusters Score -102612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102612.359375 Penalty: 702.197937
	Iteration 15F: 3 clusters Score -102612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5881.812012 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5881.812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5929.606934 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5929.607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5936.650391 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5936.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5941.587891 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5941.588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5947.838379 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -5947.838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5952.041016 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -5952.041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5967.978027 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -5967.978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5969.923828 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -5969.924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5972.219727 Penalty: 450.980286
	Iteration 8Q: 3 clusters Score -5972.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5975.347168 Penalty: 450.980286
	Iteration 9Q: 3 clusters Score -5975.347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5975.930176 Penalty: 450.980286
	Iteration 10Q: 3 clusters Score -5975.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5975.930176 Penalty: 450.980286
	Iteration 11F: 3 clusters Score -5975.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -534732.375000 Penalty: 420.366791
	Iteration 0F: 2 clusters Score -534732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -527895.312500 Penalty: 840.733582
	Iteration 0F: 3 clusters Score -527895.3 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -530652.250000 Penalty: 840.733582
	Iteration 1F: 3 clusters Score -530652.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -530888.875000 Penalty: 840.733582
	Iteration 2F: 3 clusters Score -530888.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -531208.375000 Penalty: 840.733582
	Iteration 3F: 3 clusters Score -531208.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -531678.375000 Penalty: 840.733582
	Iteration 4F: 3 clusters Score -531678.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -532334.062500 Penalty: 840.733582
	Iteration 5F: 3 clusters Score -532334.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -533022.500000 Penalty: 840.733582
	Iteration 6F: 3 clusters Score -533022.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -533418.625000 Penalty: 840.733582
	Iteration 7F: 3 clusters Score -533418.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -533553.812500 Penalty: 840.733582
	Iteration 8Q: 3 clusters Score -533553.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -533600.875000 Penalty: 840.733582
	Iteration 9Q: 3 clusters Score -533600.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -533630.875000 Penalty: 840.733582
	Iteration 10Q: 3 clusters Score -533630.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -533663.312500 Penalty: 840.733582
	Iteration 11Q: 3 clusters Score -533663.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -533685.500000 Penalty: 840.733582
	Iteration 12Q: 3 clusters Score -533685.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -533710.625000 Penalty: 840.733582
	Iteration 13Q: 3 clusters Score -533710.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -533729.937500 Penalty: 840.733582
	Iteration 14Q: 3 clusters Score -533729.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -533748.750000 Penalty: 840.733582
	Iteration 15Q: 3 clusters Score -533748.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -533766.875000 Penalty: 840.733582
	Iteration 16Q: 3 clusters Score -533766.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -533777.937500 Penalty: 840.733582
	Iteration 17Q: 3 clusters Score -533777.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -533786.625000 Penalty: 840.733582
	Iteration 18Q: 3 clusters Score -533786.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -533794.125000 Penalty: 840.733582
	Iteration 19Q: 3 clusters Score -533794.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -533801.937500 Penalty: 840.733582
	Iteration 20F: 3 clusters Score -533801.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -533809.000000 Penalty: 840.733582
	Iteration 21Q: 3 clusters Score -533809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -533813.687500 Penalty: 840.733582
	Iteration 22Q: 3 clusters Score -533813.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -533817.625000 Penalty: 840.733582
	Iteration 23Q: 3 clusters Score -533817.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -533819.437500 Penalty: 840.733582
	Iteration 24Q: 3 clusters Score -533819.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -533825.750000 Penalty: 840.733582
	Iteration 25Q: 3 clusters Score -533825.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -533828.562500 Penalty: 840.733582
	Iteration 26Q: 3 clusters Score -533828.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -533831.625000 Penalty: 840.733582
	Iteration 27Q: 3 clusters Score -533831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -533835.375000 Penalty: 840.733582
	Iteration 28Q: 3 clusters Score -533835.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -533839.312500 Penalty: 840.733582
	Iteration 29Q: 3 clusters Score -533839.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -533841.375000 Penalty: 840.733582
	Iteration 30Q: 3 clusters Score -533841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -533843.187500 Penalty: 840.733582
	Iteration 31Q: 3 clusters Score -533843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -533845.250000 Penalty: 840.733582
	Iteration 32Q: 3 clusters Score -533845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -533845.750000 Penalty: 840.733582
	Iteration 33Q: 3 clusters Score -533845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -533845.437500 Penalty: 840.733582
	Iteration 34Q: 3 clusters Score -533845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -533846.562500 Penalty: 840.733582
	Iteration 35Q: 3 clusters Score -533846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -533846.187500 Penalty: 840.733582
	Iteration 36Q: 3 clusters Score -533846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -533846.000000 Penalty: 840.733582
	Iteration 37Q: 3 clusters Score -533846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -533846.312500 Penalty: 840.733582
	Iteration 38Q: 3 clusters Score -533846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -533846.687500 Penalty: 840.733582
	Iteration 39Q: 3 clusters Score -533846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -533846.625000 Penalty: 840.733582
	Iteration 40F: 3 clusters Score -533846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -533846.500000 Penalty: 840.733582
	Iteration 41Q: 3 clusters Score -533846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -533846.125000 Penalty: 840.733582
	Iteration 42Q: 3 clusters Score -533846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -533847.250000 Penalty: 840.733582
	Iteration 43Q: 3 clusters Score -533847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -533848.437500 Penalty: 840.733582
	Iteration 44Q: 3 clusters Score -533848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -533848.000000 Penalty: 840.733582
	Iteration 45Q: 3 clusters Score -533848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -533849.375000 Penalty: 840.733582
	Iteration 46Q: 3 clusters Score -533849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -533850.687500 Penalty: 840.733582
	Iteration 47Q: 3 clusters Score -533850.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -533852.312500 Penalty: 840.733582
	Iteration 48Q: 3 clusters Score -533852.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -533853.937500 Penalty: 840.733582
	Iteration 49Q: 3 clusters Score -533853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -533854.062500 Penalty: 840.733582
	Iteration 50Q: 3 clusters Score -533854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -533856.437500 Penalty: 840.733582
	Iteration 51Q: 3 clusters Score -533856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -533855.750000 Penalty: 840.733582
	Iteration 52Q: 3 clusters Score -533855.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -533858.437500 Penalty: 840.733582
	Iteration 53Q: 3 clusters Score -533858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -533858.250000 Penalty: 840.733582
	Iteration 54Q: 3 clusters Score -533858.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -533859.625000 Penalty: 840.733582
	Iteration 55Q: 3 clusters Score -533859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -533861.812500 Penalty: 840.733582
	Iteration 56Q: 3 clusters Score -533861.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -533864.312500 Penalty: 840.733582
	Iteration 57Q: 3 clusters Score -533864.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -533868.625000 Penalty: 840.733582
	Iteration 58Q: 3 clusters Score -533868.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -533870.750000 Penalty: 840.733582
	Iteration 59Q: 3 clusters Score -533870.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -533875.312500 Penalty: 840.733582
	Iteration 60F: 3 clusters Score -533875.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -533877.750000 Penalty: 840.733582
	Iteration 61Q: 3 clusters Score -533877.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -533880.625000 Penalty: 840.733582
	Iteration 62Q: 3 clusters Score -533880.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -533884.187500 Penalty: 840.733582
	Iteration 63Q: 3 clusters Score -533884.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -533889.437500 Penalty: 840.733582
	Iteration 64Q: 3 clusters Score -533889.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -533892.250000 Penalty: 840.733582
	Iteration 65Q: 3 clusters Score -533892.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -533894.125000 Penalty: 840.733582
	Iteration 66Q: 3 clusters Score -533894.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -533903.125000 Penalty: 840.733582
	Iteration 67Q: 3 clusters Score -533903.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -533908.375000 Penalty: 840.733582
	Iteration 68Q: 3 clusters Score -533908.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -533914.937500 Penalty: 840.733582
	Iteration 69Q: 3 clusters Score -533914.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -533920.125000 Penalty: 840.733582
	Iteration 70Q: 3 clusters Score -533920.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -533929.250000 Penalty: 840.733582
	Iteration 71Q: 3 clusters Score -533929.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -533937.625000 Penalty: 840.733582
	Iteration 72Q: 3 clusters Score -533937.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -533942.375000 Penalty: 840.733582
	Iteration 73Q: 3 clusters Score -533942.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -533948.375000 Penalty: 840.733582
	Iteration 74Q: 3 clusters Score -533948.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -533952.687500 Penalty: 840.733582
	Iteration 75Q: 3 clusters Score -533952.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -533959.437500 Penalty: 840.733582
	Iteration 76Q: 3 clusters Score -533959.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -533968.062500 Penalty: 840.733582
	Iteration 77Q: 3 clusters Score -533968.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -533972.187500 Penalty: 840.733582
	Iteration 78Q: 3 clusters Score -533972.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -533976.437500 Penalty: 840.733582
	Iteration 79Q: 3 clusters Score -533976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -533978.937500 Penalty: 840.733582
	Iteration 80F: 3 clusters Score -533978.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -533980.875000 Penalty: 840.733582
	Iteration 81Q: 3 clusters Score -533980.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -533983.750000 Penalty: 840.733582
	Iteration 82Q: 3 clusters Score -533983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -533986.750000 Penalty: 840.733582
	Iteration 83Q: 3 clusters Score -533986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -533987.750000 Penalty: 840.733582
	Iteration 84Q: 3 clusters Score -533987.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -533987.187500 Penalty: 840.733582
	Iteration 85Q: 3 clusters Score -533987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -533990.250000 Penalty: 840.733582
	Iteration 86Q: 3 clusters Score -533990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -533990.750000 Penalty: 840.733582
	Iteration 87Q: 3 clusters Score -533990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -533992.187500 Penalty: 840.733582
	Iteration 88Q: 3 clusters Score -533992.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -533996.187500 Penalty: 840.733582
	Iteration 89Q: 3 clusters Score -533996.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -533999.125000 Penalty: 840.733582
	Iteration 90Q: 3 clusters Score -533999.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -534003.500000 Penalty: 840.733582
	Iteration 91Q: 3 clusters Score -534003.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -534007.187500 Penalty: 840.733582
	Iteration 92Q: 3 clusters Score -534007.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -534015.500000 Penalty: 840.733582
	Iteration 93Q: 3 clusters Score -534015.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -534022.500000 Penalty: 840.733582
	Iteration 94Q: 3 clusters Score -534022.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -534033.125000 Penalty: 840.733582
	Iteration 95Q: 3 clusters Score -534033.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -534041.687500 Penalty: 840.733582
	Iteration 96Q: 3 clusters Score -534041.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -534049.250000 Penalty: 840.733582
	Iteration 97Q: 3 clusters Score -534049.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -534059.937500 Penalty: 840.733582
	Iteration 98Q: 3 clusters Score -534059.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -534070.062500 Penalty: 840.733582
	Iteration 99Q: 3 clusters Score -534070.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -534080.625000 Penalty: 840.733582
	Iteration 100F: 3 clusters Score -534080.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -534088.062500 Penalty: 840.733582
	Iteration 101Q: 3 clusters Score -534088.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -534093.250000 Penalty: 840.733582
	Iteration 102Q: 3 clusters Score -534093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -534099.812500 Penalty: 840.733582
	Iteration 103Q: 3 clusters Score -534099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -534103.937500 Penalty: 840.733582
	Iteration 104Q: 3 clusters Score -534103.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -534108.812500 Penalty: 840.733582
	Iteration 105Q: 3 clusters Score -534108.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -534114.000000 Penalty: 840.733582
	Iteration 106Q: 3 clusters Score -534114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -534122.000000 Penalty: 840.733582
	Iteration 107Q: 3 clusters Score -534122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -534127.375000 Penalty: 840.733582
	Iteration 108Q: 3 clusters Score -534127.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -534132.500000 Penalty: 840.733582
	Iteration 109Q: 3 clusters Score -534132.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -534140.437500 Penalty: 840.733582
	Iteration 110Q: 3 clusters Score -534140.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -534144.312500 Penalty: 840.733582
	Iteration 111Q: 3 clusters Score -534144.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -534149.625000 Penalty: 840.733582
	Iteration 112Q: 3 clusters Score -534149.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -534158.312500 Penalty: 840.733582
	Iteration 113Q: 3 clusters Score -534158.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -534164.937500 Penalty: 840.733582
	Iteration 114Q: 3 clusters Score -534164.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -534172.562500 Penalty: 840.733582
	Iteration 115Q: 3 clusters Score -534172.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -534184.875000 Penalty: 840.733582
	Iteration 116Q: 3 clusters Score -534184.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -534194.437500 Penalty: 840.733582
	Iteration 117Q: 3 clusters Score -534194.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -534206.375000 Penalty: 840.733582
	Iteration 118Q: 3 clusters Score -534206.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -534216.562500 Penalty: 840.733582
	Iteration 119Q: 3 clusters Score -534216.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -534224.000000 Penalty: 840.733582
	Iteration 120F: 3 clusters Score -534224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -534231.812500 Penalty: 840.733582
	Iteration 121Q: 3 clusters Score -534231.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -534238.812500 Penalty: 840.733582
	Iteration 122Q: 3 clusters Score -534238.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -534246.000000 Penalty: 840.733582
	Iteration 123Q: 3 clusters Score -534246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -534252.250000 Penalty: 840.733582
	Iteration 124Q: 3 clusters Score -534252.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -534259.125000 Penalty: 840.733582
	Iteration 125Q: 3 clusters Score -534259.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -534264.500000 Penalty: 840.733582
	Iteration 126Q: 3 clusters Score -534264.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -534268.937500 Penalty: 840.733582
	Iteration 127Q: 3 clusters Score -534268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -534271.375000 Penalty: 840.733582
	Iteration 128Q: 3 clusters Score -534271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -534274.187500 Penalty: 840.733582
	Iteration 129Q: 3 clusters Score -534274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -534275.437500 Penalty: 840.733582
	Iteration 130Q: 3 clusters Score -534275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -534276.750000 Penalty: 840.733582
	Iteration 131Q: 3 clusters Score -534276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -534278.750000 Penalty: 840.733582
	Iteration 132Q: 3 clusters Score -534278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -534280.000000 Penalty: 840.733582
	Iteration 133Q: 3 clusters Score -534280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -534281.500000 Penalty: 840.733582
	Iteration 134Q: 3 clusters Score -534281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -534281.375000 Penalty: 840.733582
	Iteration 135Q: 3 clusters Score -534281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -534283.562500 Penalty: 840.733582
	Iteration 136Q: 3 clusters Score -534283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -534283.875000 Penalty: 840.733582
	Iteration 137Q: 3 clusters Score -534283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -534284.000000 Penalty: 840.733582
	Iteration 138Q: 3 clusters Score -534284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -534287.062500 Penalty: 840.733582
	Iteration 139Q: 3 clusters Score -534287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -534288.312500 Penalty: 840.733582
	Iteration 140F: 3 clusters Score -534288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -534289.375000 Penalty: 840.733582
	Iteration 141Q: 3 clusters Score -534289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -534290.125000 Penalty: 840.733582
	Iteration 142Q: 3 clusters Score -534290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -534292.312500 Penalty: 840.733582
	Iteration 143Q: 3 clusters Score -534292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -534292.937500 Penalty: 840.733582
	Iteration 144Q: 3 clusters Score -534292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -534292.500000 Penalty: 840.733582
	Iteration 145Q: 3 clusters Score -534292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -534292.500000 Penalty: 840.733582
	Iteration 146F: 3 clusters Score -534292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -79740.648438 Penalty: 334.797821
	Iteration 0F: 2 clusters Score -79740.65 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 784 members 
Entering Unmasked Estep 
Score: -78581.617188 Penalty: 669.595642
	Iteration 0F: 3 clusters Score -78581.62 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -78890.015625 Penalty: 669.595642
	Iteration 1F: 3 clusters Score -78890.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78943.546875 Penalty: 669.595642
	Iteration 2F: 3 clusters Score -78943.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78990.500000 Penalty: 669.595642
	Iteration 3F: 3 clusters Score -78990.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -79030.734375 Penalty: 669.595642
	Iteration 4Q: 3 clusters Score -79030.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79082.437500 Penalty: 669.595642
	Iteration 5Q: 3 clusters Score -79082.44 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79153.187500 Penalty: 669.595642
	Iteration 6F: 3 clusters Score -79153.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79241.210938 Penalty: 669.595642
	Iteration 7F: 3 clusters Score -79241.21 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79290.750000 Penalty: 669.595642
	Iteration 8Q: 3 clusters Score -79290.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -79328.226562 Penalty: 669.595642
	Iteration 9Q: 3 clusters Score -79328.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -79356.429688 Penalty: 669.595642
	Iteration 10Q: 3 clusters Score -79356.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -79369.664062 Penalty: 669.595642
	Iteration 11Q: 3 clusters Score -79369.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -79382.398438 Penalty: 669.595642
	Iteration 12Q: 3 clusters Score -79382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79394.921875 Penalty: 669.595642
	Iteration 13Q: 3 clusters Score -79394.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79404.359375 Penalty: 669.595642
	Iteration 14Q: 3 clusters Score -79404.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79411.968750 Penalty: 669.595642
	Iteration 15Q: 3 clusters Score -79411.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -79415.250000 Penalty: 669.595642
	Iteration 16Q: 3 clusters Score -79415.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -79417.851562 Penalty: 669.595642
	Iteration 17Q: 3 clusters Score -79417.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -79419.265625 Penalty: 669.595642
	Iteration 18Q: 3 clusters Score -79419.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79422.125000 Penalty: 669.595642
	Iteration 19Q: 3 clusters Score -79422.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -79424.507812 Penalty: 669.595642
	Iteration 20F: 3 clusters Score -79424.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79426.250000 Penalty: 669.595642
	Iteration 21Q: 3 clusters Score -79426.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79427.632812 Penalty: 669.595642
	Iteration 22Q: 3 clusters Score -79427.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -79430.187500 Penalty: 669.595642
	Iteration 23Q: 3 clusters Score -79430.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -79431.898438 Penalty: 669.595642
	Iteration 24Q: 3 clusters Score -79431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -79434.007812 Penalty: 669.595642
	Iteration 25Q: 3 clusters Score -79434.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79435.187500 Penalty: 669.595642
	Iteration 26Q: 3 clusters Score -79435.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -79437.085938 Penalty: 669.595642
	Iteration 27Q: 3 clusters Score -79437.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -79437.976562 Penalty: 669.595642
	Iteration 28Q: 3 clusters Score -79437.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -79438.992188 Penalty: 669.595642
	Iteration 29Q: 3 clusters Score -79438.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79439.046875 Penalty: 669.595642
	Iteration 30Q: 3 clusters Score -79439.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79439.046875 Penalty: 669.595642
	Iteration 31F: 3 clusters Score -79439.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3385.033936 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3385.034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3414.232422 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3414.232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3421.703125 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3421.703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338439 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 82757 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24038 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10289 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293402.000000 Penalty: 14994.331055
Iteration 199Q: 26 clusters Score -2.52934e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338454 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 5204 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 8082 members 
Mstep: Class 15 contains 82729 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24053 members 
Mstep: Class 18 contains 32792 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293346.000000 Penalty: 14994.331055
Iteration 200F: 26 clusters Score -2.529335e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338485 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 8085 members 
Mstep: Class 15 contains 82688 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 32789 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10326 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293308.000000 Penalty: 14994.331055
Iteration 201Q: 26 clusters Score -2.529331e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338514 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 82658 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24076 members 
Mstep: Class 18 contains 32794 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 1549 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293286.000000 Penalty: 14994.331055
Iteration 202Q: 26 clusters Score -2.529329e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338547 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 8081 members 
Mstep: Class 15 contains 82628 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24080 members 
Mstep: Class 18 contains 32798 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10348 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293300.000000 Penalty: 14994.331055
Iteration 203Q: 26 clusters Score -2.52933e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338570 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 8080 members 
Mstep: Class 15 contains 82615 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 32800 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 1539 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293284.000000 Penalty: 14994.331055
Iteration 204Q: 26 clusters Score -2.529328e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338601 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 82588 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24096 members 
Mstep: Class 18 contains 32802 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10368 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293282.000000 Penalty: 14994.331055
Iteration 205Q: 26 clusters Score -2.529328e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338632 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 15 contains 82584 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24100 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293228.000000 Penalty: 14994.331055
Iteration 206Q: 26 clusters Score -2.529323e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338644 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 8061 members 
Mstep: Class 15 contains 82581 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24108 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10380 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293206.000000 Penalty: 14994.331055
Iteration 207Q: 26 clusters Score -2.529321e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338644 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 8058 members 
Mstep: Class 15 contains 82584 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24120 members 
Mstep: Class 18 contains 32800 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10389 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293200.000000 Penalty: 14994.331055
Iteration 208Q: 26 clusters Score -2.52932e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338629 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 8056 members 
Mstep: Class 15 contains 82580 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24140 members 
Mstep: Class 18 contains 32806 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10403 members 
Mstep: Class 24 contains 1532 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293190.000000 Penalty: 14994.331055
Iteration 209Q: 26 clusters Score -2.529319e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338613 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 82583 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24164 members 
Mstep: Class 18 contains 32808 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10414 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293176.000000 Penalty: 14994.331055
Iteration 210Q: 26 clusters Score -2.529318e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338584 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 82581 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24187 members 
Mstep: Class 18 contains 32815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10431 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293178.000000 Penalty: 14994.331055
Iteration 211Q: 26 clusters Score -2.529318e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338563 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2073 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 82577 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24210 members 
Mstep: Class 18 contains 32822 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10445 members 
Mstep: Class 24 contains 1527 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293162.000000 Penalty: 14994.331055
Iteration 212Q: 26 clusters Score -2.529316e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338548 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 82568 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24235 members 
Mstep: Class 18 contains 32831 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10456 members 
Mstep: Class 24 contains 1524 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293160.000000 Penalty: 14994.331055
Iteration 213Q: 26 clusters Score -2.529316e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338523 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 82566 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 32833 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10471 members 
Mstep: Class 24 contains 1520 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293176.000000 Penalty: 14994.331055
Iteration 214Q: 26 clusters Score -2.529318e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338500 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 8067 members 
Mstep: Class 15 contains 82571 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 32835 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10491 members 
Mstep: Class 24 contains 1516 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293152.000000 Penalty: 14994.331055
Iteration 215Q: 26 clusters Score -2.529315e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338490 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 8075 members 
Mstep: Class 15 contains 82567 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24282 members 
Mstep: Class 18 contains 32841 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 1511 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293184.000000 Penalty: 14994.331055
Iteration 216Q: 26 clusters Score -2.529318e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 6660 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338467 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 8080 members 
Mstep: Class 15 contains 82579 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 32853 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10533 members 
Mstep: Class 24 contains 1505 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293234.000000 Penalty: 14994.331055
Iteration 217Q: 26 clusters Score -2.529323e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338451 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 82587 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24306 members 
Mstep: Class 18 contains 32858 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293250.000000 Penalty: 14994.331055
Iteration 218Q: 26 clusters Score -2.529325e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 6660 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338446 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 82603 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24315 members 
Mstep: Class 18 contains 32860 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10583 members 
Mstep: Class 24 contains 1498 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293284.000000 Penalty: 14994.331055
Iteration 219Q: 26 clusters Score -2.529328e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338442 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 82600 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24321 members 
Mstep: Class 18 contains 32867 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10610 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293330.000000 Penalty: 14994.331055
Iteration 220F: 26 clusters Score -2.529333e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338436 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 82593 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24329 members 
Mstep: Class 18 contains 32872 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 1488 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293356.000000 Penalty: 14994.331055
Iteration 221Q: 26 clusters Score -2.529336e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 6669 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338438 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 8111 members 
Mstep: Class 15 contains 82567 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 32873 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10674 members 
Mstep: Class 24 contains 1481 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293360.000000 Penalty: 14994.331055
Iteration 222Q: 26 clusters Score -2.529336e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 6669 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338440 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 8127 members 
Mstep: Class 15 contains 82541 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 32877 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10708 members 
Mstep: Class 24 contains 1470 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293390.000000 Penalty: 14994.331055
Iteration 223Q: 26 clusters Score -2.529339e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338435 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 8144 members 
Mstep: Class 15 contains 82531 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24362 members 
Mstep: Class 18 contains 32877 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293390.000000 Penalty: 14994.331055
Iteration 224Q: 26 clusters Score -2.529339e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338429 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 8163 members 
Mstep: Class 15 contains 82517 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24368 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 1442 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293378.000000 Penalty: 14994.331055
Iteration 225Q: 26 clusters Score -2.529338e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6670 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338419 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 8182 members 
Mstep: Class 15 contains 82508 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24370 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10818 members 
Mstep: Class 24 contains 1430 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293382.000000 Penalty: 14994.331055
Iteration 226Q: 26 clusters Score -2.529338e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338412 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 8186 members 
Mstep: Class 15 contains 82501 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24377 members 
Mstep: Class 18 contains 32880 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10854 members 
Mstep: Class 24 contains 1423 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293414.000000 Penalty: 14994.331055
Iteration 227Q: 26 clusters Score -2.529341e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338403 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 8188 members 
Mstep: Class 15 contains 82479 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24384 members 
Mstep: Class 18 contains 32879 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10896 members 
Mstep: Class 24 contains 1417 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293452.000000 Penalty: 14994.331055
Iteration 228Q: 26 clusters Score -2.529345e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338402 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 82446 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24386 members 
Mstep: Class 18 contains 32883 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10945 members 
Mstep: Class 24 contains 1413 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293446.000000 Penalty: 14994.331055
Iteration 229Q: 26 clusters Score -2.529345e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338413 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 8192 members 
Mstep: Class 15 contains 82396 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24387 members 
Mstep: Class 18 contains 32889 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11000 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293480.000000 Penalty: 14994.331055
Iteration 230Q: 26 clusters Score -2.529348e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338413 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 82337 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24390 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11077 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293584.000000 Penalty: 14994.331055
Iteration 231Q: 26 clusters Score -2.529358e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338417 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 8205 members 
Mstep: Class 15 contains 82283 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24392 members 
Mstep: Class 18 contains 32890 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11150 members 
Mstep: Class 24 contains 1395 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293528.000000 Penalty: 14994.331055
Iteration 232Q: 26 clusters Score -2.529353e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338417 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 8203 members 
Mstep: Class 15 contains 82233 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24393 members 
Mstep: Class 18 contains 32889 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11222 members 
Mstep: Class 24 contains 1387 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293608.000000 Penalty: 14994.331055
Iteration 233Q: 26 clusters Score -2.529361e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338434 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 82186 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24392 members 
Mstep: Class 18 contains 32887 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11279 members 
Mstep: Class 24 contains 1383 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293596.000000 Penalty: 14994.331055
Iteration 234Q: 26 clusters Score -2.52936e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338436 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 8206 members 
Mstep: Class 15 contains 82146 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24394 members 
Mstep: Class 18 contains 32886 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11341 members 
Mstep: Class 24 contains 1378 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293562.000000 Penalty: 14994.331055
Iteration 235Q: 26 clusters Score -2.529356e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338435 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 82113 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24396 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2262 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11398 members 
Mstep: Class 24 contains 1373 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293568.000000 Penalty: 14994.331055
Iteration 236Q: 26 clusters Score -2.529357e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338425 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4388 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 8213 members 
Mstep: Class 15 contains 82077 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24397 members 
Mstep: Class 18 contains 32883 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11464 members 
Mstep: Class 24 contains 1373 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293558.000000 Penalty: 14994.331055
Iteration 237Q: 26 clusters Score -2.529356e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338434 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4365 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 8213 members 
Mstep: Class 15 contains 82042 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24397 members 
Mstep: Class 18 contains 32885 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2267 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 1373 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293552.000000 Penalty: 14994.331055
Iteration 238Q: 26 clusters Score -2.529355e+07 nChanged 165
Entering ConstructFrom: 
Score: -25293552.000000 Penalty: 14994.331055
Entering ConstructFrom: 
Trying to split cluster 1 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -304758.656250 Penalty: 400.357147
	Iteration 0F: 2 clusters Score -304758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -300285.468750 Penalty: 800.714294
	Iteration 0F: 3 clusters Score -300285.5 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -302042.500000 Penalty: 800.714294
	Iteration 1F: 3 clusters Score -302042.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -302245.406250 Penalty: 800.714294
	Iteration 2F: 3 clusters Score -302245.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -302523.812500 Penalty: 800.714294
	Iteration 3F: 3 clusters Score -302523.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -302925.281250 Penalty: 800.714294
	Iteration 4F: 3 clusters Score -302925.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -303418.468750 Penalty: 800.714294
	Iteration 5F: 3 clusters Score -303418.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -303791.562500 Penalty: 800.714294
	Iteration 6F: 3 clusters Score -303791.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -303999.218750 Penalty: 800.714294
	Iteration 7Q: 3 clusters Score -303999.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -304115.062500 Penalty: 800.714294
	Iteration 8Q: 3 clusters Score -304115.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -304227.062500 Penalty: 800.714294
	Iteration 9Q: 3 clusters Score -304227.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -304341.531250 Penalty: 800.714294
	Iteration 10Q: 3 clusters Score -304341.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -304427.812500 Penalty: 800.714294
	Iteration 11Q: 3 clusters Score -304427.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -304506.250000 Penalty: 800.714294
	Iteration 12Q: 3 clusters Score -304506.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -304548.687500 Penalty: 800.714294
	Iteration 13Q: 3 clusters Score -304548.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -304572.875000 Penalty: 800.714294
	Iteration 14Q: 3 clusters Score -304572.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -304584.656250 Penalty: 800.714294
	Iteration 15Q: 3 clusters Score -304584.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -304592.750000 Penalty: 800.714294
	Iteration 16Q: 3 clusters Score -304592.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -304595.656250 Penalty: 800.714294
	Iteration 17Q: 3 clusters Score -304595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -304599.281250 Penalty: 800.714294
	Iteration 18Q: 3 clusters Score -304599.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -304599.562500 Penalty: 800.714294
	Iteration 19Q: 3 clusters Score -304599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -304599.937500 Penalty: 800.714294
	Iteration 20F: 3 clusters Score -304599.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -304601.781250 Penalty: 800.714294
	Iteration 21Q: 3 clusters Score -304601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -304602.531250 Penalty: 800.714294
	Iteration 22Q: 3 clusters Score -304602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -304603.968750 Penalty: 800.714294
	Iteration 23Q: 3 clusters Score -304604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -304604.343750 Penalty: 800.714294
	Iteration 24Q: 3 clusters Score -304604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -304605.625000 Penalty: 800.714294
	Iteration 25Q: 3 clusters Score -304605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -304606.250000 Penalty: 800.714294
	Iteration 26Q: 3 clusters Score -304606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -304607.500000 Penalty: 800.714294
	Iteration 27Q: 3 clusters Score -304607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -304608.187500 Penalty: 800.714294
	Iteration 28Q: 3 clusters Score -304608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -304609.062500 Penalty: 800.714294
	Iteration 29Q: 3 clusters Score -304609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -304609.218750 Penalty: 800.714294
	Iteration 30Q: 3 clusters Score -304609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -304609.281250 Penalty: 800.714294
	Iteration 31Q: 3 clusters Score -304609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -304609.562500 Penalty: 800.714294
	Iteration 32Q: 3 clusters Score -304609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -304609.875000 Penalty: 800.714294
	Iteration 33Q: 3 clusters Score -304609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -304609.906250 Penalty: 800.714294
	Iteration 34Q: 3 clusters Score -304609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -304609.093750 Penalty: 800.714294
	Iteration 35Q: 3 clusters Score -304609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -304609.656250 Penalty: 800.714294
	Iteration 36Q: 3 clusters Score -304609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -304609.656250 Penalty: 800.714294
	Iteration 37F: 3 clusters Score -304609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 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 83 members 
Entering Unmasked Estep 
Score: -7472.102051 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7472.102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7531.215820 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7531.216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7554.918457 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7554.918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7566.061035 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7566.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7573.257812 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7573.258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7574.052734 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7574.053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7574.052734 Penalty: 473.564606
	Iteration 6F: 3 clusters Score -7574.053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10219.000977 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9901.575195 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -9901.575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9993.790039 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -9993.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10020.666992 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10020.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10039.927734 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10039.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10065.181641 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10065.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10079.141602 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10079.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10087.385742 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -10087.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10089.708984 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -10089.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10089.708984 Penalty: 505.319305
	Iteration 8F: 3 clusters Score -10089.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -50204.312500 Penalty: 320.938141
	Iteration 0F: 2 clusters Score -50204.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49290.152344 Penalty: 641.876282
	Iteration 0F: 3 clusters Score -49290.15 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49575.867188 Penalty: 641.876282
	Iteration 1F: 3 clusters Score -49575.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49652.878906 Penalty: 641.876282
	Iteration 2F: 3 clusters Score -49652.88 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49751.941406 Penalty: 641.876282
	Iteration 3F: 3 clusters Score -49751.94 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49865.496094 Penalty: 641.876282
	Iteration 4F: 3 clusters Score -49865.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49955.554688 Penalty: 641.876282
	Iteration 5F: 3 clusters Score -49955.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50000.058594 Penalty: 641.876282
	Iteration 6Q: 3 clusters Score -50000.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50022.945312 Penalty: 641.876282
	Iteration 7Q: 3 clusters Score -50022.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50049.636719 Penalty: 641.876282
	Iteration 8Q: 3 clusters Score -50049.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50067.046875 Penalty: 641.876282
	Iteration 9Q: 3 clusters Score -50067.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50074.933594 Penalty: 641.876282
	Iteration 10Q: 3 clusters Score -50074.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50078.738281 Penalty: 641.876282
	Iteration 11Q: 3 clusters Score -50078.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50081.042969 Penalty: 641.876282
	Iteration 12Q: 3 clusters Score -50081.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50083.378906 Penalty: 641.876282
	Iteration 13Q: 3 clusters Score -50083.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50086.750000 Penalty: 641.876282
	Iteration 14Q: 3 clusters Score -50086.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50088.101562 Penalty: 641.876282
	Iteration 15Q: 3 clusters Score -50088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50088.656250 Penalty: 641.876282
	Iteration 16Q: 3 clusters Score -50088.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50089.855469 Penalty: 641.876282
	Iteration 17Q: 3 clusters Score -50089.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50090.820312 Penalty: 641.876282
	Iteration 18Q: 3 clusters Score -50090.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50091.613281 Penalty: 641.876282
	Iteration 19Q: 3 clusters Score -50091.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50092.007812 Penalty: 641.876282
	Iteration 20F: 3 clusters Score -50092.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50092.179688 Penalty: 641.876282
	Iteration 21Q: 3 clusters Score -50092.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50092.492188 Penalty: 641.876282
	Iteration 22Q: 3 clusters Score -50092.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50092.746094 Penalty: 641.876282
	Iteration 23Q: 3 clusters Score -50092.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50094.105469 Penalty: 641.876282
	Iteration 24Q: 3 clusters Score -50094.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50094.347656 Penalty: 641.876282
	Iteration 25Q: 3 clusters Score -50094.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50094.605469 Penalty: 641.876282
	Iteration 26Q: 3 clusters Score -50094.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50095.285156 Penalty: 641.876282
	Iteration 27Q: 3 clusters Score -50095.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50096.062500 Penalty: 641.876282
	Iteration 28Q: 3 clusters Score -50096.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50096.460938 Penalty: 641.876282
	Iteration 29Q: 3 clusters Score -50096.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50096.664062 Penalty: 641.876282
	Iteration 30Q: 3 clusters Score -50096.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50097.164062 Penalty: 641.876282
	Iteration 31Q: 3 clusters Score -50097.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50097.562500 Penalty: 641.876282
	Iteration 32Q: 3 clusters Score -50097.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50097.562500 Penalty: 641.876282
	Iteration 33F: 3 clusters Score -50097.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Entering Unmasked Estep 
Score: -318545.125000 Penalty: 400.364044
	Iteration 0F: 2 clusters Score -318545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -314090.156250 Penalty: 800.728088
	Iteration 0F: 3 clusters Score -314090.2 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -315671.406250 Penalty: 800.728088
	Iteration 1F: 3 clusters Score -315671.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -315765.562500 Penalty: 800.728088
	Iteration 2Q: 3 clusters Score -315765.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -315845.531250 Penalty: 800.728088
	Iteration 3Q: 3 clusters Score -315845.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -315935.718750 Penalty: 800.728088
	Iteration 4Q: 3 clusters Score -315935.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -316039.375000 Penalty: 800.728088
	Iteration 5Q: 3 clusters Score -316039.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -316187.562500 Penalty: 800.728088
	Iteration 6Q: 3 clusters Score -316187.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -316406.937500 Penalty: 800.728088
	Iteration 7Q: 3 clusters Score -316406.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -316736.843750 Penalty: 800.728088
	Iteration 8F: 3 clusters Score -316736.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -317111.531250 Penalty: 800.728088
	Iteration 9F: 3 clusters Score -317111.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -317447.343750 Penalty: 800.728088
	Iteration 10F: 3 clusters Score -317447.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -317653.625000 Penalty: 800.728088
	Iteration 11Q: 3 clusters Score -317653.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -317775.250000 Penalty: 800.728088
	Iteration 12Q: 3 clusters Score -317775.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -317846.187500 Penalty: 800.728088
	Iteration 13Q: 3 clusters Score -317846.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -317910.937500 Penalty: 800.728088
	Iteration 14Q: 3 clusters Score -317910.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -317971.656250 Penalty: 800.728088
	Iteration 15Q: 3 clusters Score -317971.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -318034.593750 Penalty: 800.728088
	Iteration 16Q: 3 clusters Score -318034.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -318095.156250 Penalty: 800.728088
	Iteration 17Q: 3 clusters Score -318095.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -318146.937500 Penalty: 800.728088
	Iteration 18Q: 3 clusters Score -318146.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -318200.500000 Penalty: 800.728088
	Iteration 19Q: 3 clusters Score -318200.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -318248.125000 Penalty: 800.728088
	Iteration 20F: 3 clusters Score -318248.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -318290.187500 Penalty: 800.728088
	Iteration 21Q: 3 clusters Score -318290.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -318306.437500 Penalty: 800.728088
	Iteration 22Q: 3 clusters Score -318306.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -318314.750000 Penalty: 800.728088
	Iteration 23Q: 3 clusters Score -318314.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -318319.000000 Penalty: 800.728088
	Iteration 24Q: 3 clusters Score -318319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -318322.875000 Penalty: 800.728088
	Iteration 25Q: 3 clusters Score -318322.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -318328.093750 Penalty: 800.728088
	Iteration 26Q: 3 clusters Score -318328.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -318332.875000 Penalty: 800.728088
	Iteration 27Q: 3 clusters Score -318332.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -318334.656250 Penalty: 800.728088
	Iteration 28Q: 3 clusters Score -318334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -318336.718750 Penalty: 800.728088
	Iteration 29Q: 3 clusters Score -318336.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -318338.093750 Penalty: 800.728088
	Iteration 30Q: 3 clusters Score -318338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -318339.750000 Penalty: 800.728088
	Iteration 31Q: 3 clusters Score -318339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -318341.906250 Penalty: 800.728088
	Iteration 32Q: 3 clusters Score -318341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -318343.031250 Penalty: 800.728088
	Iteration 33Q: 3 clusters Score -318343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -318342.937500 Penalty: 800.728088
	Iteration 34Q: 3 clusters Score -318342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -318344.500000 Penalty: 800.728088
	Iteration 35Q: 3 clusters Score -318344.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -318345.062500 Penalty: 800.728088
	Iteration 36Q: 3 clusters Score -318345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -318345.906250 Penalty: 800.728088
	Iteration 37Q: 3 clusters Score -318345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -318346.437500 Penalty: 800.728088
	Iteration 38Q: 3 clusters Score -318346.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -318348.125000 Penalty: 800.728088
	Iteration 39Q: 3 clusters Score -318348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -318350.312500 Penalty: 800.728088
	Iteration 40F: 3 clusters Score -318350.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -318351.750000 Penalty: 800.728088
	Iteration 41Q: 3 clusters Score -318351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -318352.718750 Penalty: 800.728088
	Iteration 42Q: 3 clusters Score -318352.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -318353.062500 Penalty: 800.728088
	Iteration 43Q: 3 clusters Score -318353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -318353.187500 Penalty: 800.728088
	Iteration 44Q: 3 clusters Score -318353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -318353.687500 Penalty: 800.728088
	Iteration 45Q: 3 clusters Score -318353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -318353.656250 Penalty: 800.728088
	Iteration 46Q: 3 clusters Score -318353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -318353.531250 Penalty: 800.728088
	Iteration 47Q: 3 clusters Score -318353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -318354.062500 Penalty: 800.728088
	Iteration 48Q: 3 clusters Score -318354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -318354.531250 Penalty: 800.728088
	Iteration 49Q: 3 clusters Score -318354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -318353.437500 Penalty: 800.728088
	Iteration 50Q: 3 clusters Score -318353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -318354.000000 Penalty: 800.728088
	Iteration 51Q: 3 clusters Score -318354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -318354.000000 Penalty: 800.728088
	Iteration 52F: 3 clusters Score -318354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -107759.953125 Penalty: 349.511017
	Iteration 0F: 2 clusters Score -107760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -106218.132812 Penalty: 699.022034
	Iteration 0F: 3 clusters Score -106218.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -106675.523438 Penalty: 699.022034
	Iteration 1F: 3 clusters Score -106675.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -106737.023438 Penalty: 699.022034
	Iteration 2F: 3 clusters Score -106737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -106790.109375 Penalty: 699.022034
	Iteration 3F: 3 clusters Score -106790.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -106842.421875 Penalty: 699.022034
	Iteration 4Q: 3 clusters Score -106842.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -106898.500000 Penalty: 699.022034
	Iteration 5Q: 3 clusters Score -106898.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -106968.234375 Penalty: 699.022034
	Iteration 6Q: 3 clusters Score -106968.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -107053.460938 Penalty: 699.022034
	Iteration 7Q: 3 clusters Score -107053.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -107136.171875 Penalty: 699.022034
	Iteration 8Q: 3 clusters Score -107136.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -107204.515625 Penalty: 699.022034
	Iteration 9Q: 3 clusters Score -107204.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -107280.664062 Penalty: 699.022034
	Iteration 10Q: 3 clusters Score -107280.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -107329.718750 Penalty: 699.022034
	Iteration 11Q: 3 clusters Score -107329.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -107369.289062 Penalty: 699.022034
	Iteration 12Q: 3 clusters Score -107369.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -107398.531250 Penalty: 699.022034
	Iteration 13Q: 3 clusters Score -107398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -107409.265625 Penalty: 699.022034
	Iteration 14Q: 3 clusters Score -107409.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -107417.695312 Penalty: 699.022034
	Iteration 15Q: 3 clusters Score -107417.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -107426.656250 Penalty: 699.022034
	Iteration 16Q: 3 clusters Score -107426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -107435.757812 Penalty: 699.022034
	Iteration 17Q: 3 clusters Score -107435.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -107444.117188 Penalty: 699.022034
	Iteration 18Q: 3 clusters Score -107444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -107449.476562 Penalty: 699.022034
	Iteration 19Q: 3 clusters Score -107449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -107454.171875 Penalty: 699.022034
	Iteration 20F: 3 clusters Score -107454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -107457.718750 Penalty: 699.022034
	Iteration 21Q: 3 clusters Score -107457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -107460.890625 Penalty: 699.022034
	Iteration 22Q: 3 clusters Score -107460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -107463.148438 Penalty: 699.022034
	Iteration 23Q: 3 clusters Score -107463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -107465.351562 Penalty: 699.022034
	Iteration 24Q: 3 clusters Score -107465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -107465.632812 Penalty: 699.022034
	Iteration 25Q: 3 clusters Score -107465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -107465.984375 Penalty: 699.022034
	Iteration 26Q: 3 clusters Score -107466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -107465.984375 Penalty: 699.022034
	Iteration 27F: 3 clusters Score -107466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -16832.013672 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -16832.01 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 180 members 
Entering Unmasked Estep 
Score: -16436.759766 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -16436.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16523.275391 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -16523.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16558.992188 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -16558.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16579.494141 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -16579.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16597.923828 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -16597.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16606.095703 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -16606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16612.027344 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -16612.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16614.236328 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -16614.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16618.572266 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -16618.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16619.271484 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -16619.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16619.271484 Penalty: 536.390686
	Iteration 10F: 3 clusters Score -16619.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (338444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338444 members 
Entering Unmasked Estep 
Score: -16510258.000000 Penalty: 579.311157
	Iteration 0F: 2 clusters Score -1.651026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 169147 members 
Entering Unmasked Estep 
Score: -16306886.000000 Penalty: 1158.622314
	Iteration 0F: 3 clusters Score -1.630689e+07 nChanged 167294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -16412226.000000 Penalty: 1158.622314
	Iteration 1F: 3 clusters Score -1.641223e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183479 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -16416266.000000 Penalty: 1158.622314
	Iteration 2Q: 3 clusters Score -1.641627e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191063 members 
Mstep: Class 2 contains 147381 members 
Entering Unmasked Estep 
Score: -16422867.000000 Penalty: 1158.622314
	Iteration 3Q: 3 clusters Score -1.642287e+07 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201395 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -16434128.000000 Penalty: 1158.622314
	Iteration 4F: 3 clusters Score -1.643413e+07 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213897 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -16450946.000000 Penalty: 1158.622314
	Iteration 5F: 3 clusters Score -1.645095e+07 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225844 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -16471382.000000 Penalty: 1158.622314
	Iteration 6F: 3 clusters Score -1.647138e+07 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234498 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -16487232.000000 Penalty: 1158.622314
	Iteration 7F: 3 clusters Score -1.648723e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240537 members 
Mstep: Class 2 contains 97907 members 
Entering Unmasked Estep 
Score: -16494218.000000 Penalty: 1158.622314
	Iteration 8Q: 3 clusters Score -1.649422e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245335 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -16497610.000000 Penalty: 1158.622314
	Iteration 9Q: 3 clusters Score -1.649761e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249624 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -16500123.000000 Penalty: 1158.622314
	Iteration 10Q: 3 clusters Score -1.650012e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253891 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -16502348.000000 Penalty: 1158.622314
	Iteration 11Q: 3 clusters Score -1.650235e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257942 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -16504789.000000 Penalty: 1158.622314
	Iteration 12Q: 3 clusters Score -1.650479e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261733 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -16506831.000000 Penalty: 1158.622314
	Iteration 13Q: 3 clusters Score -1.650683e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265323 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -16508486.000000 Penalty: 1158.622314
	Iteration 14Q: 3 clusters Score -1.650849e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268679 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -16510022.000000 Penalty: 1158.622314
	Iteration 15Q: 3 clusters Score -1.651002e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271804 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -16511341.000000 Penalty: 1158.622314
	Iteration 16Q: 3 clusters Score -1.651134e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274766 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -16512777.000000 Penalty: 1158.622314
	Iteration 17Q: 3 clusters Score -1.651278e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277666 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -16513892.000000 Penalty: 1158.622314
	Iteration 18Q: 3 clusters Score -1.651389e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280554 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -16515006.000000 Penalty: 1158.622314
	Iteration 19Q: 3 clusters Score -1.651501e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283298 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -16515946.000000 Penalty: 1158.622314
	Iteration 20F: 3 clusters Score -1.651595e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286060 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -16516735.000000 Penalty: 1158.622314
	Iteration 21Q: 3 clusters Score -1.651674e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288739 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -16517333.000000 Penalty: 1158.622314
	Iteration 22Q: 3 clusters Score -1.651733e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291313 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -16517741.000000 Penalty: 1158.622314
	Iteration 23Q: 3 clusters Score -1.651774e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293768 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -16518042.000000 Penalty: 1158.622314
	Iteration 24Q: 3 clusters Score -1.651804e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296039 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -16518427.000000 Penalty: 1158.622314
	Iteration 25Q: 3 clusters Score -1.651843e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298179 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -16518666.000000 Penalty: 1158.622314
	Iteration 26Q: 3 clusters Score -1.651867e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300197 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -16518757.000000 Penalty: 1158.622314
	Iteration 27Q: 3 clusters Score -1.651876e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302011 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -16518890.000000 Penalty: 1158.622314
	Iteration 28Q: 3 clusters Score -1.651889e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303739 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -16518875.000000 Penalty: 1158.622314
	Iteration 29Q: 3 clusters Score -1.651888e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305275 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -16518842.000000 Penalty: 1158.622314
	Iteration 30Q: 3 clusters Score -1.651884e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306708 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -16518768.000000 Penalty: 1158.622314
	Iteration 31Q: 3 clusters Score -1.651877e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308051 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -16518750.000000 Penalty: 1158.622314
	Iteration 32Q: 3 clusters Score -1.651875e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309280 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -16518798.000000 Penalty: 1158.622314
	Iteration 33Q: 3 clusters Score -1.65188e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310475 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -16518709.000000 Penalty: 1158.622314
	Iteration 34Q: 3 clusters Score -1.651871e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311570 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -16518562.000000 Penalty: 1158.622314
	Iteration 35Q: 3 clusters Score -1.651856e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312536 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -16518464.000000 Penalty: 1158.622314
	Iteration 36Q: 3 clusters Score -1.651846e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313427 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -16518364.000000 Penalty: 1158.622314
	Iteration 37Q: 3 clusters Score -1.651836e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314212 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -16518271.000000 Penalty: 1158.622314
	Iteration 38Q: 3 clusters Score -1.651827e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314988 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -16518188.000000 Penalty: 1158.622314
	Iteration 39Q: 3 clusters Score -1.651819e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315687 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -16518155.000000 Penalty: 1158.622314
	Iteration 40F: 3 clusters Score -1.651816e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316344 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -16518102.000000 Penalty: 1158.622314
	Iteration 41Q: 3 clusters Score -1.65181e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316957 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -16518056.000000 Penalty: 1158.622314
	Iteration 42Q: 3 clusters Score -1.651806e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317486 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -16518041.000000 Penalty: 1158.622314
	Iteration 43Q: 3 clusters Score -1.651804e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318031 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -16518017.000000 Penalty: 1158.622314
	Iteration 44Q: 3 clusters Score -1.651802e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318535 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -16518076.000000 Penalty: 1158.622314
	Iteration 45Q: 3 clusters Score -1.651808e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319029 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -16517970.000000 Penalty: 1158.622314
	Iteration 46Q: 3 clusters Score -1.651797e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319490 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -16517879.000000 Penalty: 1158.622314
	Iteration 47Q: 3 clusters Score -1.651788e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319919 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -16517779.000000 Penalty: 1158.622314
	Iteration 48Q: 3 clusters Score -1.651778e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320319 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -16517706.000000 Penalty: 1158.622314
	Iteration 49Q: 3 clusters Score -1.651771e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320670 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -16517685.000000 Penalty: 1158.622314
	Iteration 50Q: 3 clusters Score -1.651768e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320987 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -16517642.000000 Penalty: 1158.622314
	Iteration 51Q: 3 clusters Score -1.651764e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321279 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -16517645.000000 Penalty: 1158.622314
	Iteration 52Q: 3 clusters Score -1.651764e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321536 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -16517582.000000 Penalty: 1158.622314
	Iteration 53Q: 3 clusters Score -1.651758e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321774 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -16517533.000000 Penalty: 1158.622314
	Iteration 54Q: 3 clusters Score -1.651753e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322000 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -16517483.000000 Penalty: 1158.622314
	Iteration 55Q: 3 clusters Score -1.651748e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322219 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -16517446.000000 Penalty: 1158.622314
	Iteration 56Q: 3 clusters Score -1.651745e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322408 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -16517413.000000 Penalty: 1158.622314
	Iteration 57Q: 3 clusters Score -1.651741e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322587 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -16517404.000000 Penalty: 1158.622314
	Iteration 58Q: 3 clusters Score -1.65174e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322759 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -16517357.000000 Penalty: 1158.622314
	Iteration 59Q: 3 clusters Score -1.651736e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322911 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -16517357.000000 Penalty: 1158.622314
	Iteration 60F: 3 clusters Score -1.651736e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323049 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -16517329.000000 Penalty: 1158.622314
	Iteration 61Q: 3 clusters Score -1.651733e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323197 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -16517263.000000 Penalty: 1158.622314
	Iteration 62Q: 3 clusters Score -1.651726e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323320 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -16517257.000000 Penalty: 1158.622314
	Iteration 63Q: 3 clusters Score -1.651726e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323439 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -16517241.000000 Penalty: 1158.622314
	Iteration 64Q: 3 clusters Score -1.651724e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323544 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -16517231.000000 Penalty: 1158.622314
	Iteration 65Q: 3 clusters Score -1.651723e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323659 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -16517221.000000 Penalty: 1158.622314
	Iteration 66Q: 3 clusters Score -1.651722e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323774 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -16517237.000000 Penalty: 1158.622314
	Iteration 67Q: 3 clusters Score -1.651724e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323892 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -16517187.000000 Penalty: 1158.622314
	Iteration 68Q: 3 clusters Score -1.651719e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324015 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -16517166.000000 Penalty: 1158.622314
	Iteration 69Q: 3 clusters Score -1.651717e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324134 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -16517138.000000 Penalty: 1158.622314
	Iteration 70Q: 3 clusters Score -1.651714e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324253 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -16517094.000000 Penalty: 1158.622314
	Iteration 71Q: 3 clusters Score -1.651709e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324357 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -16517080.000000 Penalty: 1158.622314
	Iteration 72Q: 3 clusters Score -1.651708e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324446 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -16517061.000000 Penalty: 1158.622314
	Iteration 73Q: 3 clusters Score -1.651706e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324529 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -16517068.000000 Penalty: 1158.622314
	Iteration 74Q: 3 clusters Score -1.651707e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324599 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -16517066.000000 Penalty: 1158.622314
	Iteration 75Q: 3 clusters Score -1.651707e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324669 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -16517052.000000 Penalty: 1158.622314
	Iteration 76Q: 3 clusters Score -1.651705e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324749 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -16517013.000000 Penalty: 1158.622314
	Iteration 77Q: 3 clusters Score -1.651701e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324817 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -16516998.000000 Penalty: 1158.622314
	Iteration 78Q: 3 clusters Score -1.6517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324871 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -16516991.000000 Penalty: 1158.622314
	Iteration 79Q: 3 clusters Score -1.651699e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324920 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -16516961.000000 Penalty: 1158.622314
	Iteration 80F: 3 clusters Score -1.651696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324960 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -16516952.000000 Penalty: 1158.622314
	Iteration 81Q: 3 clusters Score -1.651695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324992 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -16516953.000000 Penalty: 1158.622314
	Iteration 82Q: 3 clusters Score -1.651695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325025 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -16516936.000000 Penalty: 1158.622314
	Iteration 83Q: 3 clusters Score -1.651694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325052 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -16516937.000000 Penalty: 1158.622314
	Iteration 84Q: 3 clusters Score -1.651694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325077 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -16516916.000000 Penalty: 1158.622314
	Iteration 85Q: 3 clusters Score -1.651692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325099 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -16516911.000000 Penalty: 1158.622314
	Iteration 86Q: 3 clusters Score -1.651691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325120 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -16516892.000000 Penalty: 1158.622314
	Iteration 87Q: 3 clusters Score -1.651689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325131 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -16516902.000000 Penalty: 1158.622314
	Iteration 88Q: 3 clusters Score -1.65169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325140 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -16516891.000000 Penalty: 1158.622314
	Iteration 89Q: 3 clusters Score -1.651689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325160 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -16516873.000000 Penalty: 1158.622314
	Iteration 90Q: 3 clusters Score -1.651687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325179 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -16516880.000000 Penalty: 1158.622314
	Iteration 91Q: 3 clusters Score -1.651688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325194 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -16516883.000000 Penalty: 1158.622314
	Iteration 92Q: 3 clusters Score -1.651688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325210 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -16516862.000000 Penalty: 1158.622314
	Iteration 93Q: 3 clusters Score -1.651686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325225 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -16516858.000000 Penalty: 1158.622314
	Iteration 94Q: 3 clusters Score -1.651686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325234 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -16516861.000000 Penalty: 1158.622314
	Iteration 95Q: 3 clusters Score -1.651686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325244 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -16516862.000000 Penalty: 1158.622314
	Iteration 96Q: 3 clusters Score -1.651686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325256 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -16516861.000000 Penalty: 1158.622314
	Iteration 97Q: 3 clusters Score -1.651686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325265 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -16516859.000000 Penalty: 1158.622314
	Iteration 98Q: 3 clusters Score -1.651686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325273 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -16516852.000000 Penalty: 1158.622314
	Iteration 99Q: 3 clusters Score -1.651685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325281 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -16516848.000000 Penalty: 1158.622314
	Iteration 100F: 3 clusters Score -1.651685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325288 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -16516852.000000 Penalty: 1158.622314
	Iteration 101Q: 3 clusters Score -1.651685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325298 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -16516835.000000 Penalty: 1158.622314
	Iteration 102Q: 3 clusters Score -1.651684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325306 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -16516832.000000 Penalty: 1158.622314
	Iteration 103Q: 3 clusters Score -1.651683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325314 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -16516828.000000 Penalty: 1158.622314
	Iteration 104Q: 3 clusters Score -1.651683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325318 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -16516833.000000 Penalty: 1158.622314
	Iteration 105Q: 3 clusters Score -1.651683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325322 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -16516824.000000 Penalty: 1158.622314
	Iteration 106Q: 3 clusters Score -1.651682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325324 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -16516826.000000 Penalty: 1158.622314
	Iteration 107Q: 3 clusters Score -1.651683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325326 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -16516826.000000 Penalty: 1158.622314
	Iteration 108Q: 3 clusters Score -1.651683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325326 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -16516833.000000 Penalty: 1158.622314
	Iteration 109Q: 3 clusters Score -1.651683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325328 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -16516842.000000 Penalty: 1158.622314
	Iteration 110Q: 3 clusters Score -1.651684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325328 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -16516847.000000 Penalty: 1158.622314
	Iteration 111Q: 3 clusters Score -1.651685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325329 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -16516849.000000 Penalty: 1158.622314
	Iteration 112Q: 3 clusters Score -1.651685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325331 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -16516846.000000 Penalty: 1158.622314
	Iteration 113Q: 3 clusters Score -1.651685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325334 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -16516843.000000 Penalty: 1158.622314
	Iteration 114Q: 3 clusters Score -1.651684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325336 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -16516843.000000 Penalty: 1158.622314
	Iteration 115Q: 3 clusters Score -1.651684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325336 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -16516843.000000 Penalty: 1158.622314
	Iteration 116F: 3 clusters Score -1.651684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 325336 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 82016 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24399 members 
Mstep: Class 18 contains 32884 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11565 members 
Mstep: Class 24 contains 1371 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13108 members 
Entering Unmasked Estep 
Score: -25299948.000000 Penalty: 15594.104492
Splitting cluster 8 changes total score from -25293552.000000 to -25299948.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -57323.757812 Penalty: 317.296204
	Iteration 0F: 2 clusters Score -57323.76 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 520 members 
Entering Unmasked Estep 
Score: -56451.527344 Penalty: 634.592407
	Iteration 0F: 3 clusters Score -56451.53 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56724.523438 Penalty: 634.592407
	Iteration 1F: 3 clusters Score -56724.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56773.609375 Penalty: 634.592407
	Iteration 2F: 3 clusters Score -56773.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -56807.687500 Penalty: 634.592407
	Iteration 3F: 3 clusters Score -56807.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56841.144531 Penalty: 634.592407
	Iteration 4Q: 3 clusters Score -56841.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56873.910156 Penalty: 634.592407
	Iteration 5Q: 3 clusters Score -56873.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56900.730469 Penalty: 634.592407
	Iteration 6Q: 3 clusters Score -56900.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56922.910156 Penalty: 634.592407
	Iteration 7Q: 3 clusters Score -56922.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56940.593750 Penalty: 634.592407
	Iteration 8Q: 3 clusters Score -56940.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56950.839844 Penalty: 634.592407
	Iteration 9Q: 3 clusters Score -56950.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56960.351562 Penalty: 634.592407
	Iteration 10Q: 3 clusters Score -56960.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56966.914062 Penalty: 634.592407
	Iteration 11Q: 3 clusters Score -56966.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56972.464844 Penalty: 634.592407
	Iteration 12Q: 3 clusters Score -56972.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56977.125000 Penalty: 634.592407
	Iteration 13Q: 3 clusters Score -56977.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56982.109375 Penalty: 634.592407
	Iteration 14Q: 3 clusters Score -56982.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56988.437500 Penalty: 634.592407
	Iteration 15Q: 3 clusters Score -56988.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56994.394531 Penalty: 634.592407
	Iteration 16Q: 3 clusters Score -56994.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56998.925781 Penalty: 634.592407
	Iteration 17Q: 3 clusters Score -56998.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57001.937500 Penalty: 634.592407
	Iteration 18Q: 3 clusters Score -57001.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57006.148438 Penalty: 634.592407
	Iteration 19Q: 3 clusters Score -57006.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -57011.496094 Penalty: 634.592407
	Iteration 20F: 3 clusters Score -57011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57015.101562 Penalty: 634.592407
	Iteration 21Q: 3 clusters Score -57015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57015.398438 Penalty: 634.592407
	Iteration 22Q: 3 clusters Score -57015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -57016.835938 Penalty: 634.592407
	Iteration 23Q: 3 clusters Score -57016.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57018.496094 Penalty: 634.592407
	Iteration 24Q: 3 clusters Score -57018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57021.082031 Penalty: 634.592407
	Iteration 25Q: 3 clusters Score -57021.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57024.140625 Penalty: 634.592407
	Iteration 26Q: 3 clusters Score -57024.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57027.250000 Penalty: 634.592407
	Iteration 27Q: 3 clusters Score -57027.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57028.609375 Penalty: 634.592407
	Iteration 28Q: 3 clusters Score -57028.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57028.609375 Penalty: 634.592407
	Iteration 29F: 3 clusters Score -57028.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -222735.093750 Penalty: 381.091125
	Iteration 0F: 2 clusters Score -222735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -219736.234375 Penalty: 762.182251
	Iteration 0F: 3 clusters Score -219736.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -220775.468750 Penalty: 762.182251
	Iteration 1F: 3 clusters Score -220775.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -220881.890625 Penalty: 762.182251
	Iteration 2F: 3 clusters Score -220881.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -221011.078125 Penalty: 762.182251
	Iteration 3F: 3 clusters Score -221011.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -221170.343750 Penalty: 762.182251
	Iteration 4F: 3 clusters Score -221170.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -221373.875000 Penalty: 762.182251
	Iteration 5F: 3 clusters Score -221373.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -221585.093750 Penalty: 762.182251
	Iteration 6F: 3 clusters Score -221585.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -221701.062500 Penalty: 762.182251
	Iteration 7Q: 3 clusters Score -221701.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -221757.265625 Penalty: 762.182251
	Iteration 8Q: 3 clusters Score -221757.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -221789.640625 Penalty: 762.182251
	Iteration 9Q: 3 clusters Score -221789.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -221823.015625 Penalty: 762.182251
	Iteration 10Q: 3 clusters Score -221823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -221846.953125 Penalty: 762.182251
	Iteration 11Q: 3 clusters Score -221847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -221864.968750 Penalty: 762.182251
	Iteration 12Q: 3 clusters Score -221865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -221887.171875 Penalty: 762.182251
	Iteration 13Q: 3 clusters Score -221887.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -221907.453125 Penalty: 762.182251
	Iteration 14Q: 3 clusters Score -221907.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -221926.203125 Penalty: 762.182251
	Iteration 15Q: 3 clusters Score -221926.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -221947.046875 Penalty: 762.182251
	Iteration 16Q: 3 clusters Score -221947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -221962.984375 Penalty: 762.182251
	Iteration 17Q: 3 clusters Score -221963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -221980.250000 Penalty: 762.182251
	Iteration 18Q: 3 clusters Score -221980.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -221995.718750 Penalty: 762.182251
	Iteration 19Q: 3 clusters Score -221995.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -222009.046875 Penalty: 762.182251
	Iteration 20F: 3 clusters Score -222009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -222027.203125 Penalty: 762.182251
	Iteration 21Q: 3 clusters Score -222027.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -222044.546875 Penalty: 762.182251
	Iteration 22Q: 3 clusters Score -222044.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -222058.843750 Penalty: 762.182251
	Iteration 23Q: 3 clusters Score -222058.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -222074.375000 Penalty: 762.182251
	Iteration 24Q: 3 clusters Score -222074.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -222085.953125 Penalty: 762.182251
	Iteration 25Q: 3 clusters Score -222086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -222098.093750 Penalty: 762.182251
	Iteration 26Q: 3 clusters Score -222098.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -222109.859375 Penalty: 762.182251
	Iteration 27Q: 3 clusters Score -222109.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -222124.562500 Penalty: 762.182251
	Iteration 28Q: 3 clusters Score -222124.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -222136.500000 Penalty: 762.182251
	Iteration 29Q: 3 clusters Score -222136.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -222151.500000 Penalty: 762.182251
	Iteration 30Q: 3 clusters Score -222151.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -222170.437500 Penalty: 762.182251
	Iteration 31Q: 3 clusters Score -222170.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -222183.406250 Penalty: 762.182251
	Iteration 32Q: 3 clusters Score -222183.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -222192.718750 Penalty: 762.182251
	Iteration 33Q: 3 clusters Score -222192.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -222200.062500 Penalty: 762.182251
	Iteration 34Q: 3 clusters Score -222200.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -222208.859375 Penalty: 762.182251
	Iteration 35Q: 3 clusters Score -222208.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -222218.281250 Penalty: 762.182251
	Iteration 36Q: 3 clusters Score -222218.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -222226.187500 Penalty: 762.182251
	Iteration 37Q: 3 clusters Score -222226.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -222232.031250 Penalty: 762.182251
	Iteration 38Q: 3 clusters Score -222232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -222236.281250 Penalty: 762.182251
	Iteration 39Q: 3 clusters Score -222236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -222241.828125 Penalty: 762.182251
	Iteration 40F: 3 clusters Score -222241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -222246.359375 Penalty: 762.182251
	Iteration 41Q: 3 clusters Score -222246.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -222251.171875 Penalty: 762.182251
	Iteration 42Q: 3 clusters Score -222251.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -222255.515625 Penalty: 762.182251
	Iteration 43Q: 3 clusters Score -222255.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -222259.125000 Penalty: 762.182251
	Iteration 44Q: 3 clusters Score -222259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -222260.828125 Penalty: 762.182251
	Iteration 45Q: 3 clusters Score -222260.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -222262.000000 Penalty: 762.182251
	Iteration 46Q: 3 clusters Score -222262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -222263.593750 Penalty: 762.182251
	Iteration 47Q: 3 clusters Score -222263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -222264.906250 Penalty: 762.182251
	Iteration 48Q: 3 clusters Score -222264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -222265.437500 Penalty: 762.182251
	Iteration 49Q: 3 clusters Score -222265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -222265.593750 Penalty: 762.182251
	Iteration 50Q: 3 clusters Score -222265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -222265.500000 Penalty: 762.182251
	Iteration 51Q: 3 clusters Score -222265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -222265.937500 Penalty: 762.182251
	Iteration 52Q: 3 clusters Score -222265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -222265.984375 Penalty: 762.182251
	Iteration 53Q: 3 clusters Score -222266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -222265.984375 Penalty: 762.182251
	Iteration 54F: 3 clusters Score -222266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39089.609375 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39089.61 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39347.585938 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39347.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39535.679688 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39535.68 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -39623.664062 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39623.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39689.785156 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39689.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -39714.363281 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39714.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39726.722656 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39726.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39739.339844 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39739.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -39748.277344 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39748.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -39763.191406 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39763.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39773.914062 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39773.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -39780.453125 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39780.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -39787.957031 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39787.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -39791.902344 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39792.273438 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39792.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39792.273438 Penalty: 614.243774
	Iteration 15F: 3 clusters Score -39792.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -118620.820312 Penalty: 353.062439
	Iteration 0F: 2 clusters Score -118620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -116916.867188 Penalty: 706.124878
	Iteration 0F: 3 clusters Score -116916.9 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -117526.523438 Penalty: 706.124878
	Iteration 1F: 3 clusters Score -117526.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -117637.843750 Penalty: 706.124878
	Iteration 2F: 3 clusters Score -117637.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -117748.218750 Penalty: 706.124878
	Iteration 3F: 3 clusters Score -117748.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -117844.023438 Penalty: 706.124878
	Iteration 4F: 3 clusters Score -117844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -117955.992188 Penalty: 706.124878
	Iteration 5F: 3 clusters Score -117956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -118081.773438 Penalty: 706.124878
	Iteration 6F: 3 clusters Score -118081.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -118176.140625 Penalty: 706.124878
	Iteration 7Q: 3 clusters Score -118176.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -118235.875000 Penalty: 706.124878
	Iteration 8Q: 3 clusters Score -118235.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -118265.601562 Penalty: 706.124878
	Iteration 9Q: 3 clusters Score -118265.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -118277.460938 Penalty: 706.124878
	Iteration 10Q: 3 clusters Score -118277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -118285.218750 Penalty: 706.124878
	Iteration 11Q: 3 clusters Score -118285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -118291.257812 Penalty: 706.124878
	Iteration 12Q: 3 clusters Score -118291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -118293.375000 Penalty: 706.124878
	Iteration 13Q: 3 clusters Score -118293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -118297.609375 Penalty: 706.124878
	Iteration 14Q: 3 clusters Score -118297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -118303.398438 Penalty: 706.124878
	Iteration 15Q: 3 clusters Score -118303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -118306.195312 Penalty: 706.124878
	Iteration 16Q: 3 clusters Score -118306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -118306.195312 Penalty: 706.124878
	Iteration 17F: 3 clusters Score -118306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -92997.226562 Penalty: 345.727173
	Iteration 0F: 2 clusters Score -92997.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -91522.078125 Penalty: 691.454346
	Iteration 0F: 3 clusters Score -91522.08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -92049.312500 Penalty: 691.454346
	Iteration 1F: 3 clusters Score -92049.31 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -92114.109375 Penalty: 691.454346
	Iteration 2F: 3 clusters Score -92114.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -92183.687500 Penalty: 691.454346
	Iteration 3Q: 3 clusters Score -92183.69 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -92254.781250 Penalty: 691.454346
	Iteration 4F: 3 clusters Score -92254.78 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -92320.367188 Penalty: 691.454346
	Iteration 5Q: 3 clusters Score -92320.37 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -92400.648438 Penalty: 691.454346
	Iteration 6Q: 3 clusters Score -92400.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -92453.820312 Penalty: 691.454346
	Iteration 7Q: 3 clusters Score -92453.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92491.929688 Penalty: 691.454346
	Iteration 8Q: 3 clusters Score -92491.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92522.882812 Penalty: 691.454346
	Iteration 9Q: 3 clusters Score -92522.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92541.156250 Penalty: 691.454346
	Iteration 10Q: 3 clusters Score -92541.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -92551.242188 Penalty: 691.454346
	Iteration 11Q: 3 clusters Score -92551.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92558.359375 Penalty: 691.454346
	Iteration 12Q: 3 clusters Score -92558.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92568.531250 Penalty: 691.454346
	Iteration 13Q: 3 clusters Score -92568.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92580.203125 Penalty: 691.454346
	Iteration 14Q: 3 clusters Score -92580.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92588.304688 Penalty: 691.454346
	Iteration 15Q: 3 clusters Score -92588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92592.351562 Penalty: 691.454346
	Iteration 16Q: 3 clusters Score -92592.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92594.617188 Penalty: 691.454346
	Iteration 17Q: 3 clusters Score -92594.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92597.757812 Penalty: 691.454346
	Iteration 18Q: 3 clusters Score -92597.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92599.945312 Penalty: 691.454346
	Iteration 19Q: 3 clusters Score -92599.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92602.406250 Penalty: 691.454346
	Iteration 20F: 3 clusters Score -92602.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92605.023438 Penalty: 691.454346
	Iteration 21Q: 3 clusters Score -92605.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92606.617188 Penalty: 691.454346
	Iteration 22Q: 3 clusters Score -92606.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92608.617188 Penalty: 691.454346
	Iteration 23Q: 3 clusters Score -92608.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92609.945312 Penalty: 691.454346
	Iteration 24Q: 3 clusters Score -92609.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92611.460938 Penalty: 691.454346
	Iteration 25Q: 3 clusters Score -92611.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92612.570312 Penalty: 691.454346
	Iteration 26Q: 3 clusters Score -92612.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92615.007812 Penalty: 691.454346
	Iteration 27Q: 3 clusters Score -92615.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92617.500000 Penalty: 691.454346
	Iteration 28Q: 3 clusters Score -92617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92619.335938 Penalty: 691.454346
	Iteration 29Q: 3 clusters Score -92619.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92621.226562 Penalty: 691.454346
	Iteration 30Q: 3 clusters Score -92621.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92627.539062 Penalty: 691.454346
	Iteration 31Q: 3 clusters Score -92627.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92637.078125 Penalty: 691.454346
	Iteration 32Q: 3 clusters Score -92637.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92647.437500 Penalty: 691.454346
	Iteration 33Q: 3 clusters Score -92647.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92654.289062 Penalty: 691.454346
	Iteration 34Q: 3 clusters Score -92654.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92660.429688 Penalty: 691.454346
	Iteration 35Q: 3 clusters Score -92660.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92669.867188 Penalty: 691.454346
	Iteration 36Q: 3 clusters Score -92669.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92677.421875 Penalty: 691.454346
	Iteration 37Q: 3 clusters Score -92677.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92684.070312 Penalty: 691.454346
	Iteration 38Q: 3 clusters Score -92684.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92690.046875 Penalty: 691.454346
	Iteration 39Q: 3 clusters Score -92690.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92696.765625 Penalty: 691.454346
	Iteration 40F: 3 clusters Score -92696.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92702.703125 Penalty: 691.454346
	Iteration 41Q: 3 clusters Score -92702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92710.656250 Penalty: 691.454346
	Iteration 42Q: 3 clusters Score -92710.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92720.562500 Penalty: 691.454346
	Iteration 43Q: 3 clusters Score -92720.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92732.554688 Penalty: 691.454346
	Iteration 44Q: 3 clusters Score -92732.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92744.398438 Penalty: 691.454346
	Iteration 45Q: 3 clusters Score -92744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -92756.242188 Penalty: 691.454346
	Iteration 46Q: 3 clusters Score -92756.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -92762.328125 Penalty: 691.454346
	Iteration 47Q: 3 clusters Score -92762.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -92767.359375 Penalty: 691.454346
	Iteration 48Q: 3 clusters Score -92767.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92769.523438 Penalty: 691.454346
	Iteration 49Q: 3 clusters Score -92769.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92770.343750 Penalty: 691.454346
	Iteration 50Q: 3 clusters Score -92770.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -92770.929688 Penalty: 691.454346
	Iteration 51Q: 3 clusters Score -92770.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -92770.929688 Penalty: 691.454346
	Iteration 52F: 3 clusters Score -92770.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -426096.093750 Penalty: 410.107483
	Iteration 0F: 2 clusters Score -426096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -420554.437500 Penalty: 820.214966
	Iteration 0F: 3 clusters Score -420554.4 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -422795.281250 Penalty: 820.214966
	Iteration 1F: 3 clusters Score -422795.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -423020.468750 Penalty: 820.214966
	Iteration 2F: 3 clusters Score -423020.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -423341.031250 Penalty: 820.214966
	Iteration 3F: 3 clusters Score -423341 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -423738.843750 Penalty: 820.214966
	Iteration 4F: 3 clusters Score -423738.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -424213.906250 Penalty: 820.214966
	Iteration 5F: 3 clusters Score -424213.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -424669.437500 Penalty: 820.214966
	Iteration 6F: 3 clusters Score -424669.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -425038.562500 Penalty: 820.214966
	Iteration 7Q: 3 clusters Score -425038.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -425297.281250 Penalty: 820.214966
	Iteration 8Q: 3 clusters Score -425297.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -425477.406250 Penalty: 820.214966
	Iteration 9Q: 3 clusters Score -425477.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -425596.750000 Penalty: 820.214966
	Iteration 10Q: 3 clusters Score -425596.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -425674.875000 Penalty: 820.214966
	Iteration 11Q: 3 clusters Score -425674.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -425708.312500 Penalty: 820.214966
	Iteration 12Q: 3 clusters Score -425708.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -425731.468750 Penalty: 820.214966
	Iteration 13Q: 3 clusters Score -425731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -425743.437500 Penalty: 820.214966
	Iteration 14Q: 3 clusters Score -425743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -425745.937500 Penalty: 820.214966
	Iteration 15Q: 3 clusters Score -425745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -425747.593750 Penalty: 820.214966
	Iteration 16Q: 3 clusters Score -425747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -425753.562500 Penalty: 820.214966
	Iteration 17Q: 3 clusters Score -425753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -425753.562500 Penalty: 820.214966
	Iteration 18F: 3 clusters Score -425753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Entering Unmasked Estep 
Score: -4151537.750000 Penalty: 514.817444
	Iteration 0F: 2 clusters Score -4151538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -4095918.750000 Penalty: 1029.634888
	Iteration 0F: 3 clusters Score -4095919 nChanged 40087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -4120424.500000 Penalty: 1029.634888
	Iteration 1F: 3 clusters Score -4120424 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -4121827.000000 Penalty: 1029.634888
	Iteration 2Q: 3 clusters Score -4121827 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -4123980.250000 Penalty: 1029.634888
	Iteration 3F: 3 clusters Score -4123980 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -4127119.250000 Penalty: 1029.634888
	Iteration 4F: 3 clusters Score -4127119 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -4131168.000000 Penalty: 1029.634888
	Iteration 5F: 3 clusters Score -4131168 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -4136152.500000 Penalty: 1029.634888
	Iteration 6F: 3 clusters Score -4136152 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -4141341.750000 Penalty: 1029.634888
	Iteration 7F: 3 clusters Score -4141342 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -4145752.000000 Penalty: 1029.634888
	Iteration 8F: 3 clusters Score -4145752 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -4148714.750000 Penalty: 1029.634888
	Iteration 9Q: 3 clusters Score -4148715 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -4150170.500000 Penalty: 1029.634888
	Iteration 10Q: 3 clusters Score -4150170 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -4150727.250000 Penalty: 1029.634888
	Iteration 11Q: 3 clusters Score -4150727 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -4150917.250000 Penalty: 1029.634888
	Iteration 12Q: 3 clusters Score -4150917 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -4150997.500000 Penalty: 1029.634888
	Iteration 13Q: 3 clusters Score -4150998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -4151043.000000 Penalty: 1029.634888
	Iteration 14Q: 3 clusters Score -4151043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -4151075.750000 Penalty: 1029.634888
	Iteration 15Q: 3 clusters Score -4151076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -4151098.500000 Penalty: 1029.634888
	Iteration 16Q: 3 clusters Score -4151098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -4151117.500000 Penalty: 1029.634888
	Iteration 17Q: 3 clusters Score -4151118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -4151125.500000 Penalty: 1029.634888
	Iteration 18Q: 3 clusters Score -4151126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -4151127.500000 Penalty: 1029.634888
	Iteration 19Q: 3 clusters Score -4151128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -4151129.250000 Penalty: 1029.634888
	Iteration 20F: 3 clusters Score -4151129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -4151127.750000 Penalty: 1029.634888
	Iteration 21Q: 3 clusters Score -4151128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -4151130.250000 Penalty: 1029.634888
	Iteration 22Q: 3 clusters Score -4151130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -4151132.250000 Penalty: 1029.634888
	Iteration 23Q: 3 clusters Score -4151132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -4151132.750000 Penalty: 1029.634888
	Iteration 24Q: 3 clusters Score -4151133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -4151132.750000 Penalty: 1029.634888
	Iteration 25F: 3 clusters Score -4151133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15357.359375 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15357.36 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15462.982422 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15462.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15511.833008 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15511.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15534.058594 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15534.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15556.871094 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15556.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15560.493164 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15560.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15561.441406 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15561.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15561.951172 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15561.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15562.305664 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15562.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15562.305664 Penalty: 533.590454
	Iteration 9F: 3 clusters Score -15562.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Entering Unmasked Estep 
Score: -1195047.375000 Penalty: 459.654541
	Iteration 0F: 2 clusters Score -1195047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1178643.625000 Penalty: 919.309082
	Iteration 0F: 3 clusters Score -1178644 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1185461.125000 Penalty: 919.309082
	Iteration 1F: 3 clusters Score -1185461 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1185729.750000 Penalty: 919.309082
	Iteration 2Q: 3 clusters Score -1185730 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1186085.125000 Penalty: 919.309082
	Iteration 3Q: 3 clusters Score -1186085 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1186592.125000 Penalty: 919.309082
	Iteration 4Q: 3 clusters Score -1186592 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1187326.125000 Penalty: 919.309082
	Iteration 5F: 3 clusters Score -1187326 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1188394.000000 Penalty: 919.309082
	Iteration 6F: 3 clusters Score -1188394 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1189645.500000 Penalty: 919.309082
	Iteration 7F: 3 clusters Score -1189646 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1190412.375000 Penalty: 919.309082
	Iteration 8F: 3 clusters Score -1190412 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1190662.875000 Penalty: 919.309082
	Iteration 9Q: 3 clusters Score -1190663 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1190775.500000 Penalty: 919.309082
	Iteration 10Q: 3 clusters Score -1190776 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1190848.375000 Penalty: 919.309082
	Iteration 11Q: 3 clusters Score -1190848 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1190935.750000 Penalty: 919.309082
	Iteration 12Q: 3 clusters Score -1190936 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1191029.250000 Penalty: 919.309082
	Iteration 13Q: 3 clusters Score -1191029 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1191142.500000 Penalty: 919.309082
	Iteration 14Q: 3 clusters Score -1191142 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1191242.375000 Penalty: 919.309082
	Iteration 15Q: 3 clusters Score -1191242 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1191360.250000 Penalty: 919.309082
	Iteration 16Q: 3 clusters Score -1191360 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1191490.500000 Penalty: 919.309082
	Iteration 17Q: 3 clusters Score -1191490 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1191648.500000 Penalty: 919.309082
	Iteration 18Q: 3 clusters Score -1191648 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1191838.625000 Penalty: 919.309082
	Iteration 19Q: 3 clusters Score -1191839 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1192026.375000 Penalty: 919.309082
	Iteration 20F: 3 clusters Score -1192026 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1192213.500000 Penalty: 919.309082
	Iteration 21Q: 3 clusters Score -1192214 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1192417.250000 Penalty: 919.309082
	Iteration 22Q: 3 clusters Score -1192417 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1192642.500000 Penalty: 919.309082
	Iteration 23Q: 3 clusters Score -1192642 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1192895.125000 Penalty: 919.309082
	Iteration 24Q: 3 clusters Score -1192895 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1193169.500000 Penalty: 919.309082
	Iteration 25Q: 3 clusters Score -1193170 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1193460.750000 Penalty: 919.309082
	Iteration 26Q: 3 clusters Score -1193461 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1193735.250000 Penalty: 919.309082
	Iteration 27Q: 3 clusters Score -1193735 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1193963.750000 Penalty: 919.309082
	Iteration 28Q: 3 clusters Score -1193964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1194163.875000 Penalty: 919.309082
	Iteration 29Q: 3 clusters Score -1194164 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1194346.125000 Penalty: 919.309082
	Iteration 30Q: 3 clusters Score -1194346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1194456.375000 Penalty: 919.309082
	Iteration 31Q: 3 clusters Score -1194456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1194525.875000 Penalty: 919.309082
	Iteration 32Q: 3 clusters Score -1194526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1194577.250000 Penalty: 919.309082
	Iteration 33Q: 3 clusters Score -1194577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1194610.375000 Penalty: 919.309082
	Iteration 34Q: 3 clusters Score -1194610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1194632.250000 Penalty: 919.309082
	Iteration 35Q: 3 clusters Score -1194632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1194651.750000 Penalty: 919.309082
	Iteration 36Q: 3 clusters Score -1194652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1194656.875000 Penalty: 919.309082
	Iteration 37Q: 3 clusters Score -1194657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1194659.250000 Penalty: 919.309082
	Iteration 38Q: 3 clusters Score -1194659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1194661.125000 Penalty: 919.309082
	Iteration 39Q: 3 clusters Score -1194661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1194661.625000 Penalty: 919.309082
	Iteration 40F: 3 clusters Score -1194662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1194663.625000 Penalty: 919.309082
	Iteration 41Q: 3 clusters Score -1194664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1194664.125000 Penalty: 919.309082
	Iteration 42Q: 3 clusters Score -1194664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1194665.750000 Penalty: 919.309082
	Iteration 43Q: 3 clusters Score -1194666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1194665.750000 Penalty: 919.309082
	Iteration 44F: 3 clusters Score -1194666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Entering Unmasked Estep 
Score: -1549135.875000 Penalty: 473.233734
	Iteration 0F: 2 clusters Score -1549136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1527220.750000 Penalty: 946.467468
	Iteration 0F: 3 clusters Score -1527221 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1537178.625000 Penalty: 946.467468
	Iteration 1F: 3 clusters Score -1537179 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1538005.750000 Penalty: 946.467468
	Iteration 2F: 3 clusters Score -1538006 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1539104.000000 Penalty: 946.467468
	Iteration 3F: 3 clusters Score -1539104 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1540431.625000 Penalty: 946.467468
	Iteration 4F: 3 clusters Score -1540432 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1542052.000000 Penalty: 946.467468
	Iteration 5F: 3 clusters Score -1542052 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1543788.375000 Penalty: 946.467468
	Iteration 6F: 3 clusters Score -1543788 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1545450.625000 Penalty: 946.467468
	Iteration 7Q: 3 clusters Score -1545451 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1546608.375000 Penalty: 946.467468
	Iteration 8Q: 3 clusters Score -1546608 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1547284.250000 Penalty: 946.467468
	Iteration 9Q: 3 clusters Score -1547284 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1547695.750000 Penalty: 946.467468
	Iteration 10Q: 3 clusters Score -1547696 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1547973.875000 Penalty: 946.467468
	Iteration 11Q: 3 clusters Score -1547974 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1548177.000000 Penalty: 946.467468
	Iteration 12Q: 3 clusters Score -1548177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1548323.375000 Penalty: 946.467468
	Iteration 13Q: 3 clusters Score -1548323 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1548425.125000 Penalty: 946.467468
	Iteration 14Q: 3 clusters Score -1548425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1548503.750000 Penalty: 946.467468
	Iteration 15Q: 3 clusters Score -1548504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1548552.500000 Penalty: 946.467468
	Iteration 16Q: 3 clusters Score -1548552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1548584.375000 Penalty: 946.467468
	Iteration 17Q: 3 clusters Score -1548584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1548604.250000 Penalty: 946.467468
	Iteration 18Q: 3 clusters Score -1548604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1548618.875000 Penalty: 946.467468
	Iteration 19Q: 3 clusters Score -1548619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1548636.875000 Penalty: 946.467468
	Iteration 20F: 3 clusters Score -1548637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1548655.375000 Penalty: 946.467468
	Iteration 21Q: 3 clusters Score -1548655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1548668.875000 Penalty: 946.467468
	Iteration 22Q: 3 clusters Score -1548669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1548678.875000 Penalty: 946.467468
	Iteration 23Q: 3 clusters Score -1548679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1548682.500000 Penalty: 946.467468
	Iteration 24Q: 3 clusters Score -1548682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1548685.000000 Penalty: 946.467468
	Iteration 25Q: 3 clusters Score -1548685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1548687.250000 Penalty: 946.467468
	Iteration 26Q: 3 clusters Score -1548687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1548692.375000 Penalty: 946.467468
	Iteration 27Q: 3 clusters Score -1548692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1548693.875000 Penalty: 946.467468
	Iteration 28Q: 3 clusters Score -1548694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1548696.625000 Penalty: 946.467468
	Iteration 29Q: 3 clusters Score -1548697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1548699.125000 Penalty: 946.467468
	Iteration 30Q: 3 clusters Score -1548699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1548699.500000 Penalty: 946.467468
	Iteration 31Q: 3 clusters Score -1548700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1548699.625000 Penalty: 946.467468
	Iteration 32Q: 3 clusters Score -1548700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1548701.875000 Penalty: 946.467468
	Iteration 33Q: 3 clusters Score -1548702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1548704.250000 Penalty: 946.467468
	Iteration 34Q: 3 clusters Score -1548704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1548705.000000 Penalty: 946.467468
	Iteration 35Q: 3 clusters Score -1548705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1548705.000000 Penalty: 946.467468
	Iteration 36F: 3 clusters Score -1548705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9558.191406 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9558.191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9617.104492 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9617.104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9632.297852 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -9632.298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9639.027344 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9639.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9639.672852 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9639.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9644.009766 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9644.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9647.472656 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9647.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9649.552734 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9649.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9649.552734 Penalty: 482.146881
	Iteration 8F: 3 clusters Score -9649.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 358 members 
Entering Unmasked Estep 
Score: -32695.349609 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32695.35 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32829.488281 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32829.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32868.089844 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32868.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -32890.972656 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32890.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -32914.574219 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32914.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -32933.214844 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32933.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32945.425781 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32945.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -32954.019531 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32954.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -32959.035156 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32959.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -32966.500000 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -32972.230469 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32972.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32977.164062 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32977.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32979.996094 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -32983.449219 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32983.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -32985.593750 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -32985.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -32987.488281 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -32987.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -32988.871094 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -32988.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -32989.335938 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -32989.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -32989.335938 Penalty: 597.310852
	Iteration 18F: 3 clusters Score -32989.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -103901.523438 Penalty: 351.582794
	Iteration 0F: 2 clusters Score -103901.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -102255.406250 Penalty: 703.165588
	Iteration 0F: 3 clusters Score -102255.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102775.226562 Penalty: 703.165588
	Iteration 1F: 3 clusters Score -102775.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -102901.039062 Penalty: 703.165588
	Iteration 2F: 3 clusters Score -102901 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103079.687500 Penalty: 703.165588
	Iteration 3F: 3 clusters Score -103079.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -103292.289062 Penalty: 703.165588
	Iteration 4F: 3 clusters Score -103292.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103493.515625 Penalty: 703.165588
	Iteration 5F: 3 clusters Score -103493.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103641.484375 Penalty: 703.165588
	Iteration 6F: 3 clusters Score -103641.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103759.015625 Penalty: 703.165588
	Iteration 7Q: 3 clusters Score -103759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103792.906250 Penalty: 703.165588
	Iteration 8Q: 3 clusters Score -103792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103803.328125 Penalty: 703.165588
	Iteration 9Q: 3 clusters Score -103803.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103811.273438 Penalty: 703.165588
	Iteration 10Q: 3 clusters Score -103811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103814.796875 Penalty: 703.165588
	Iteration 11Q: 3 clusters Score -103814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103816.585938 Penalty: 703.165588
	Iteration 12Q: 3 clusters Score -103816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -103816.945312 Penalty: 703.165588
	Iteration 13Q: 3 clusters Score -103816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103817.359375 Penalty: 703.165588
	Iteration 14Q: 3 clusters Score -103817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103817.273438 Penalty: 703.165588
	Iteration 15Q: 3 clusters Score -103817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103817.476562 Penalty: 703.165588
	Iteration 16Q: 3 clusters Score -103817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103817.750000 Penalty: 703.165588
	Iteration 17Q: 3 clusters Score -103817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103818.359375 Penalty: 703.165588
	Iteration 18Q: 3 clusters Score -103818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103818.359375 Penalty: 703.165588
	Iteration 19F: 3 clusters Score -103818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5911.250000 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5911.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5972.901855 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5972.902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5987.844238 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -5987.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5994.545410 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5994.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5994.545410 Penalty: 450.980286
	Iteration 4F: 3 clusters Score -5994.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Entering Unmasked Estep 
Score: -599726.312500 Penalty: 425.686096
	Iteration 0F: 2 clusters Score -599726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -592091.312500 Penalty: 851.372192
	Iteration 0F: 3 clusters Score -592091.3 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -595940.687500 Penalty: 851.372192
	Iteration 1F: 3 clusters Score -595940.7 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -597058.062500 Penalty: 851.372192
	Iteration 2F: 3 clusters Score -597058.1 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -598294.937500 Penalty: 851.372192
	Iteration 3F: 3 clusters Score -598294.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -598966.125000 Penalty: 851.372192
	Iteration 4F: 3 clusters Score -598966.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -599146.562500 Penalty: 851.372192
	Iteration 5Q: 3 clusters Score -599146.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -599193.937500 Penalty: 851.372192
	Iteration 6Q: 3 clusters Score -599193.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -599218.437500 Penalty: 851.372192
	Iteration 7Q: 3 clusters Score -599218.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -599233.062500 Penalty: 851.372192
	Iteration 8Q: 3 clusters Score -599233.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -599248.250000 Penalty: 851.372192
	Iteration 9Q: 3 clusters Score -599248.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -599260.375000 Penalty: 851.372192
	Iteration 10Q: 3 clusters Score -599260.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -599268.000000 Penalty: 851.372192
	Iteration 11Q: 3 clusters Score -599268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -599275.562500 Penalty: 851.372192
	Iteration 12Q: 3 clusters Score -599275.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -599282.125000 Penalty: 851.372192
	Iteration 13Q: 3 clusters Score -599282.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -599291.562500 Penalty: 851.372192
	Iteration 14Q: 3 clusters Score -599291.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -599301.937500 Penalty: 851.372192
	Iteration 15Q: 3 clusters Score -599301.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -599308.937500 Penalty: 851.372192
	Iteration 16Q: 3 clusters Score -599308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -599311.187500 Penalty: 851.372192
	Iteration 17Q: 3 clusters Score -599311.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -599314.062500 Penalty: 851.372192
	Iteration 18Q: 3 clusters Score -599314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -599318.062500 Penalty: 851.372192
	Iteration 19Q: 3 clusters Score -599318.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -599324.187500 Penalty: 851.372192
	Iteration 20F: 3 clusters Score -599324.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -599329.125000 Penalty: 851.372192
	Iteration 21Q: 3 clusters Score -599329.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -599334.562500 Penalty: 851.372192
	Iteration 22Q: 3 clusters Score -599334.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -599339.437500 Penalty: 851.372192
	Iteration 23Q: 3 clusters Score -599339.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -599341.875000 Penalty: 851.372192
	Iteration 24Q: 3 clusters Score -599341.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -599351.125000 Penalty: 851.372192
	Iteration 25Q: 3 clusters Score -599351.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -599359.187500 Penalty: 851.372192
	Iteration 26Q: 3 clusters Score -599359.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -599368.937500 Penalty: 851.372192
	Iteration 27Q: 3 clusters Score -599368.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -599378.500000 Penalty: 851.372192
	Iteration 28Q: 3 clusters Score -599378.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -599387.437500 Penalty: 851.372192
	Iteration 29Q: 3 clusters Score -599387.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -599396.312500 Penalty: 851.372192
	Iteration 30Q: 3 clusters Score -599396.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -599403.312500 Penalty: 851.372192
	Iteration 31Q: 3 clusters Score -599403.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -599407.687500 Penalty: 851.372192
	Iteration 32Q: 3 clusters Score -599407.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -599410.875000 Penalty: 851.372192
	Iteration 33Q: 3 clusters Score -599410.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -599415.875000 Penalty: 851.372192
	Iteration 34Q: 3 clusters Score -599415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -599419.687500 Penalty: 851.372192
	Iteration 35Q: 3 clusters Score -599419.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -599425.812500 Penalty: 851.372192
	Iteration 36Q: 3 clusters Score -599425.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -599430.000000 Penalty: 851.372192
	Iteration 37Q: 3 clusters Score -599430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -599430.562500 Penalty: 851.372192
	Iteration 38Q: 3 clusters Score -599430.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -599432.125000 Penalty: 851.372192
	Iteration 39Q: 3 clusters Score -599432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -599435.625000 Penalty: 851.372192
	Iteration 40F: 3 clusters Score -599435.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -599438.250000 Penalty: 851.372192
	Iteration 41Q: 3 clusters Score -599438.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -599441.437500 Penalty: 851.372192
	Iteration 42Q: 3 clusters Score -599441.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -599446.937500 Penalty: 851.372192
	Iteration 43Q: 3 clusters Score -599446.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -599451.937500 Penalty: 851.372192
	Iteration 44Q: 3 clusters Score -599451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -599460.250000 Penalty: 851.372192
	Iteration 45Q: 3 clusters Score -599460.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -599462.687500 Penalty: 851.372192
	Iteration 46Q: 3 clusters Score -599462.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -599470.125000 Penalty: 851.372192
	Iteration 47Q: 3 clusters Score -599470.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -599473.750000 Penalty: 851.372192
	Iteration 48Q: 3 clusters Score -599473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -599477.562500 Penalty: 851.372192
	Iteration 49Q: 3 clusters Score -599477.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -599482.312500 Penalty: 851.372192
	Iteration 50Q: 3 clusters Score -599482.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -599488.375000 Penalty: 851.372192
	Iteration 51Q: 3 clusters Score -599488.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -599493.375000 Penalty: 851.372192
	Iteration 52Q: 3 clusters Score -599493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -599495.312500 Penalty: 851.372192
	Iteration 53Q: 3 clusters Score -599495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -599499.937500 Penalty: 851.372192
	Iteration 54Q: 3 clusters Score -599499.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -599500.625000 Penalty: 851.372192
	Iteration 55Q: 3 clusters Score -599500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -599502.687500 Penalty: 851.372192
	Iteration 56Q: 3 clusters Score -599502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -599504.937500 Penalty: 851.372192
	Iteration 57Q: 3 clusters Score -599504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -599505.125000 Penalty: 851.372192
	Iteration 58Q: 3 clusters Score -599505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -599505.937500 Penalty: 851.372192
	Iteration 59Q: 3 clusters Score -599505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -599507.562500 Penalty: 851.372192
	Iteration 60F: 3 clusters Score -599507.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -599508.875000 Penalty: 851.372192
	Iteration 61Q: 3 clusters Score -599508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -599509.312500 Penalty: 851.372192
	Iteration 62Q: 3 clusters Score -599509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -599509.062500 Penalty: 851.372192
	Iteration 63Q: 3 clusters Score -599509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -599510.000000 Penalty: 851.372192
	Iteration 64Q: 3 clusters Score -599510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -599510.687500 Penalty: 851.372192
	Iteration 65Q: 3 clusters Score -599510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -599511.687500 Penalty: 851.372192
	Iteration 66Q: 3 clusters Score -599511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -599511.437500 Penalty: 851.372192
	Iteration 67Q: 3 clusters Score -599511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -599513.812500 Penalty: 851.372192
	Iteration 68Q: 3 clusters Score -599513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -599515.687500 Penalty: 851.372192
	Iteration 69Q: 3 clusters Score -599515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -599515.500000 Penalty: 851.372192
	Iteration 70Q: 3 clusters Score -599515.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -599515.750000 Penalty: 851.372192
	Iteration 71Q: 3 clusters Score -599515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -599516.500000 Penalty: 851.372192
	Iteration 72Q: 3 clusters Score -599516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -599518.937500 Penalty: 851.372192
	Iteration 73Q: 3 clusters Score -599518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -599520.250000 Penalty: 851.372192
	Iteration 74Q: 3 clusters Score -599520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -599520.750000 Penalty: 851.372192
	Iteration 75Q: 3 clusters Score -599520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -599521.812500 Penalty: 851.372192
	Iteration 76Q: 3 clusters Score -599521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -599521.125000 Penalty: 851.372192
	Iteration 77Q: 3 clusters Score -599521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -599524.062500 Penalty: 851.372192
	Iteration 78Q: 3 clusters Score -599524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -599525.937500 Penalty: 851.372192
	Iteration 79Q: 3 clusters Score -599525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -599525.500000 Penalty: 851.372192
	Iteration 80F: 3 clusters Score -599525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -599525.625000 Penalty: 851.372192
	Iteration 81Q: 3 clusters Score -599525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -599526.687500 Penalty: 851.372192
	Iteration 82Q: 3 clusters Score -599526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -599528.687500 Penalty: 851.372192
	Iteration 83Q: 3 clusters Score -599528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -599528.000000 Penalty: 851.372192
	Iteration 84Q: 3 clusters Score -599528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -599528.250000 Penalty: 851.372192
	Iteration 85Q: 3 clusters Score -599528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -599530.125000 Penalty: 851.372192
	Iteration 86Q: 3 clusters Score -599530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -599529.375000 Penalty: 851.372192
	Iteration 87Q: 3 clusters Score -599529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -599530.562500 Penalty: 851.372192
	Iteration 88Q: 3 clusters Score -599530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -599530.125000 Penalty: 851.372192
	Iteration 89Q: 3 clusters Score -599530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -599530.937500 Penalty: 851.372192
	Iteration 90Q: 3 clusters Score -599530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -599530.937500 Penalty: 851.372192
	Iteration 91F: 3 clusters Score -599530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -69649.492188 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -69649.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68588.187500 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -68588.19 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68868.679688 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -68868.68 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -68925.679688 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -68925.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68965.140625 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -68965.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -68998.085938 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -68998.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69027.445312 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -69027.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -69060.437500 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -69060.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -69096.937500 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -69096.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -69135.476562 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -69135.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -69165.976562 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -69165.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -69189.734375 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -69189.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -69213.757812 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -69213.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -69230.468750 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -69230.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -69243.468750 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -69243.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -69260.835938 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -69260.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -69278.375000 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -69278.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -69286.695312 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -69286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -69291.015625 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -69291.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -69292.390625 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -69292.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -69293.007812 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -69293.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -69293.085938 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -69293.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3373.251953 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3373.252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3400.897949 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3400.898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3421.175293 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3421.175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3431.161621 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -3431.162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3434.175781 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -3434.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3434.175781 Penalty: 404.281281
	Iteration 5F: 3 clusters Score -3434.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 325336 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 82016 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 24399 members 
Mstep: Class 18 contains 32884 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11565 members 
Mstep: Class 24 contains 1371 members 
Mstep: Class 25 contains 85 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300150.000000 Penalty: 15594.104492
Iteration 239Q: 27 clusters Score -2.530015e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 327486 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 8065 members 
Mstep: Class 15 contains 81439 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23918 members 
Mstep: Class 18 contains 32297 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11357 members 
Mstep: Class 24 contains 1361 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300412.000000 Penalty: 15594.104492
Iteration 240F: 27 clusters Score -2.530041e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 329230 members 
Mstep: Class 9 contains 1068 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 7946 members 
Mstep: Class 15 contains 80796 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23514 members 
Mstep: Class 18 contains 31940 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 11160 members 
Mstep: Class 24 contains 1350 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300380.000000 Penalty: 15594.104492
Iteration 241Q: 27 clusters Score -2.530038e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 330719 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 80242 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 23150 members 
Mstep: Class 18 contains 31694 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10961 members 
Mstep: Class 24 contains 1341 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300310.000000 Penalty: 15594.104492
Iteration 242Q: 27 clusters Score -2.530031e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 331974 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 7757 members 
Mstep: Class 15 contains 79746 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 22809 members 
Mstep: Class 18 contains 31529 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 1337 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300374.000000 Penalty: 15594.104492
Iteration 243Q: 27 clusters Score -2.530037e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333048 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 7687 members 
Mstep: Class 15 contains 79294 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 22490 members 
Mstep: Class 18 contains 31419 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 1333 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300340.000000 Penalty: 15594.104492
Iteration 244Q: 27 clusters Score -2.530034e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 333954 members 
Mstep: Class 9 contains 1055 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 7611 members 
Mstep: Class 15 contains 78900 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 22202 members 
Mstep: Class 18 contains 31324 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 1328 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 14003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300230.000000 Penalty: 15594.104492
Iteration 245Q: 27 clusters Score -2.530023e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 6573 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 334697 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 4075 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 78561 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21962 members 
Mstep: Class 18 contains 31263 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 14243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299980.000000 Penalty: 15594.104492
Iteration 246Q: 27 clusters Score -2.529998e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 6551 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 335429 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 7458 members 
Mstep: Class 15 contains 78197 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21724 members 
Mstep: Class 18 contains 31219 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10260 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 14490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299720.000000 Penalty: 15594.104492
Iteration 247Q: 27 clusters Score -2.529972e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336052 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 7391 members 
Mstep: Class 15 contains 77852 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21499 members 
Mstep: Class 18 contains 31178 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10161 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 14776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299528.000000 Penalty: 15594.104492
Iteration 248Q: 27 clusters Score -2.529953e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 336536 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 77578 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 31147 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10074 members 
Mstep: Class 24 contains 1291 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299230.000000 Penalty: 15594.104492
Iteration 249Q: 27 clusters Score -2.529923e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337014 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 7305 members 
Mstep: Class 15 contains 77312 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 21050 members 
Mstep: Class 18 contains 31106 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 1279 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 15387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299252.000000 Penalty: 15594.104492
Iteration 250Q: 27 clusters Score -2.529925e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1177 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337428 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 1842 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 77036 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 20830 members 
Mstep: Class 18 contains 31081 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9904 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 15743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299150.000000 Penalty: 15594.104492
Iteration 251Q: 27 clusters Score -2.529915e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 337815 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 3880 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 7237 members 
Mstep: Class 15 contains 76783 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 20611 members 
Mstep: Class 18 contains 31042 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2239 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 16078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299112.000000 Penalty: 15594.104492
Iteration 252Q: 27 clusters Score -2.529911e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338137 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 76539 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 20405 members 
Mstep: Class 18 contains 31009 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9747 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 16437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299128.000000 Penalty: 15594.104492
Iteration 253Q: 27 clusters Score -2.529913e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338471 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 7160 members 
Mstep: Class 15 contains 76307 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 20195 members 
Mstep: Class 18 contains 30981 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 16779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299042.000000 Penalty: 15594.104492
Iteration 254Q: 27 clusters Score -2.529904e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338715 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 7113 members 
Mstep: Class 15 contains 76117 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 20011 members 
Mstep: Class 18 contains 30938 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9625 members 
Mstep: Class 24 contains 1253 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 17127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299046.000000 Penalty: 15594.104492
Iteration 255Q: 27 clusters Score -2.529905e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 1707 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 338968 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 1823 members 
Mstep: Class 14 contains 7068 members 
Mstep: Class 15 contains 75920 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19814 members 
Mstep: Class 18 contains 30904 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2248 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9584 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 17461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299088.000000 Penalty: 15594.104492
Iteration 256Q: 27 clusters Score -2.529909e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339159 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 1824 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 75727 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19633 members 
Mstep: Class 18 contains 30881 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9547 members 
Mstep: Class 24 contains 1237 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 17820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298956.000000 Penalty: 15594.104492
Iteration 257Q: 27 clusters Score -2.529896e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339299 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 75539 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19490 members 
Mstep: Class 18 contains 30860 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 1235 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 18206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298938.000000 Penalty: 15594.104492
Iteration 258Q: 27 clusters Score -2.529894e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339416 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 75353 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19347 members 
Mstep: Class 18 contains 30839 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9467 members 
Mstep: Class 24 contains 1232 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 18584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298996.000000 Penalty: 15594.104492
Iteration 259Q: 27 clusters Score -2.5299e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339508 members 
Mstep: Class 9 contains 1063 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 75177 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 30832 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9442 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 18987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299138.000000 Penalty: 15594.104492
Iteration 260F: 27 clusters Score -2.529914e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339663 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3600 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 6935 members 
Mstep: Class 15 contains 74989 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 19033 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 1225 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299190.000000 Penalty: 15594.104492
Iteration 261Q: 27 clusters Score -2.529919e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339823 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 74787 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2239 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9391 members 
Mstep: Class 24 contains 1223 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 19697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299192.000000 Penalty: 15594.104492
Iteration 262Q: 27 clusters Score -2.529919e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339923 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3536 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 6899 members 
Mstep: Class 15 contains 74608 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18706 members 
Mstep: Class 18 contains 30801 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9367 members 
Mstep: Class 24 contains 1222 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 20081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299202.000000 Penalty: 15594.104492
Iteration 263Q: 27 clusters Score -2.52992e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 339983 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 6888 members 
Mstep: Class 15 contains 74434 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18546 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 20489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299314.000000 Penalty: 15594.104492
Iteration 264Q: 27 clusters Score -2.529931e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 6184 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340034 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 1789 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 74300 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18375 members 
Mstep: Class 18 contains 30806 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9307 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 20871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299332.000000 Penalty: 15594.104492
Iteration 265Q: 27 clusters Score -2.529933e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 6168 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340096 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 6857 members 
Mstep: Class 15 contains 74160 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18210 members 
Mstep: Class 18 contains 30799 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9265 members 
Mstep: Class 24 contains 1214 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 21259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299454.000000 Penalty: 15594.104492
Iteration 266Q: 27 clusters Score -2.529945e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 6153 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340163 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 74015 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 18054 members 
Mstep: Class 18 contains 30803 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9226 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 21621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299480.000000 Penalty: 15594.104492
Iteration 267Q: 27 clusters Score -2.529948e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 6139 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340210 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 73857 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17886 members 
Mstep: Class 18 contains 30808 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 1205 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 22005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299508.000000 Penalty: 15594.104492
Iteration 268Q: 27 clusters Score -2.529951e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 6125 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340287 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 73694 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17731 members 
Mstep: Class 18 contains 30815 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9165 members 
Mstep: Class 24 contains 1199 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 22353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299530.000000 Penalty: 15594.104492
Iteration 269Q: 27 clusters Score -2.529953e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 1664 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340314 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 73514 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17615 members 
Mstep: Class 18 contains 30817 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9147 members 
Mstep: Class 24 contains 1193 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 22705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299640.000000 Penalty: 15594.104492
Iteration 270Q: 27 clusters Score -2.529964e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 6 contains 1654 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340323 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 73367 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9130 members 
Mstep: Class 24 contains 1187 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 23050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299634.000000 Penalty: 15594.104492
Iteration 271Q: 27 clusters Score -2.529963e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 6097 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340343 members 
Mstep: Class 9 contains 1058 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 73197 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17369 members 
Mstep: Class 18 contains 30805 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9114 members 
Mstep: Class 24 contains 1181 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 23389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299710.000000 Penalty: 15594.104492
Iteration 272Q: 27 clusters Score -2.529971e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 1639 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340367 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 73049 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17255 members 
Mstep: Class 18 contains 30810 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 23692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299636.000000 Penalty: 15594.104492
Iteration 273Q: 27 clusters Score -2.529964e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340399 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 72887 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 17119 members 
Mstep: Class 18 contains 30814 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299734.000000 Penalty: 15594.104492
Iteration 274Q: 27 clusters Score -2.529973e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340428 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 72737 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16982 members 
Mstep: Class 18 contains 30825 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9082 members 
Mstep: Class 24 contains 1168 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 24317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299662.000000 Penalty: 15594.104492
Iteration 275Q: 27 clusters Score -2.529966e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340449 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 6777 members 
Mstep: Class 15 contains 72619 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16830 members 
Mstep: Class 18 contains 30836 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9067 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 24613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299686.000000 Penalty: 15594.104492
Iteration 276Q: 27 clusters Score -2.529969e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 6029 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340484 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 6777 members 
Mstep: Class 15 contains 72497 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16688 members 
Mstep: Class 18 contains 30842 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 1160 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299830.000000 Penalty: 15594.104492
Iteration 277Q: 27 clusters Score -2.529983e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340512 members 
Mstep: Class 9 contains 1059 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 72384 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16555 members 
Mstep: Class 18 contains 30851 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 1157 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299910.000000 Penalty: 15594.104492
Iteration 278Q: 27 clusters Score -2.529991e+07 nChanged 776
Entering ConstructFrom: 
Score: -25299910.000000 Penalty: 15594.104492
Entering ConstructFrom: 
Trying to split cluster 1 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -292243.281250 Penalty: 398.436218
	Iteration 0F: 2 clusters Score -292243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -288013.187500 Penalty: 796.872437
	Iteration 0F: 3 clusters Score -288013.2 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -289505.468750 Penalty: 796.872437
	Iteration 1F: 3 clusters Score -289505.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -289599.500000 Penalty: 796.872437
	Iteration 2Q: 3 clusters Score -289599.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -289684.218750 Penalty: 796.872437
	Iteration 3Q: 3 clusters Score -289684.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -289771.500000 Penalty: 796.872437
	Iteration 4Q: 3 clusters Score -289771.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -289883.031250 Penalty: 796.872437
	Iteration 5Q: 3 clusters Score -289883 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -290047.406250 Penalty: 796.872437
	Iteration 6F: 3 clusters Score -290047.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -290270.000000 Penalty: 796.872437
	Iteration 7F: 3 clusters Score -290270 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -290643.375000 Penalty: 796.872437
	Iteration 8F: 3 clusters Score -290643.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -291094.343750 Penalty: 796.872437
	Iteration 9F: 3 clusters Score -291094.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -291478.687500 Penalty: 796.872437
	Iteration 10F: 3 clusters Score -291478.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -291696.187500 Penalty: 796.872437
	Iteration 11Q: 3 clusters Score -291696.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -291809.656250 Penalty: 796.872437
	Iteration 12Q: 3 clusters Score -291809.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -291851.625000 Penalty: 796.872437
	Iteration 13Q: 3 clusters Score -291851.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -291865.562500 Penalty: 796.872437
	Iteration 14Q: 3 clusters Score -291865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -291870.250000 Penalty: 796.872437
	Iteration 15Q: 3 clusters Score -291870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -291875.218750 Penalty: 796.872437
	Iteration 16Q: 3 clusters Score -291875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -291879.531250 Penalty: 796.872437
	Iteration 17Q: 3 clusters Score -291879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -291883.343750 Penalty: 796.872437
	Iteration 18Q: 3 clusters Score -291883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -291887.625000 Penalty: 796.872437
	Iteration 19Q: 3 clusters Score -291887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -291890.343750 Penalty: 796.872437
	Iteration 20F: 3 clusters Score -291890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -291891.281250 Penalty: 796.872437
	Iteration 21Q: 3 clusters Score -291891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -291891.687500 Penalty: 796.872437
	Iteration 22Q: 3 clusters Score -291891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -291891.687500 Penalty: 796.872437
	Iteration 23F: 3 clusters Score -291891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 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 83 members 
Entering Unmasked Estep 
Score: -7498.929688 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7498.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7562.332031 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7562.332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7572.323730 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7572.324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7583.748047 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7583.748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7589.655762 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7589.656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7594.003418 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7594.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7595.854492 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7595.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7596.322754 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -7596.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7596.765625 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -7596.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7598.494629 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -7598.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7598.494629 Penalty: 473.564606
	Iteration 10F: 3 clusters Score -7598.495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -10086.840820 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -10086.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9780.291016 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -9780.291 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9868.559570 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -9868.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9896.420898 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -9896.421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9910.262695 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -9910.263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9917.131836 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -9917.132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9922.219727 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -9922.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9927.944336 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -9927.944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9940.315430 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -9940.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9945.062500 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -9945.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9945.975586 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -9945.976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9945.975586 Penalty: 504.254974
	Iteration 10F: 3 clusters Score -9945.976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -53411.328125 Penalty: 323.647949
	Iteration 0F: 2 clusters Score -53411.33 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 613 members 
Entering Unmasked Estep 
Score: -52452.304688 Penalty: 647.295898
	Iteration 0F: 3 clusters Score -52452.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -52739.191406 Penalty: 647.295898
	Iteration 1F: 3 clusters Score -52739.19 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -52813.066406 Penalty: 647.295898
	Iteration 2F: 3 clusters Score -52813.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -52873.257812 Penalty: 647.295898
	Iteration 3F: 3 clusters Score -52873.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -52913.027344 Penalty: 647.295898
	Iteration 4F: 3 clusters Score -52913.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -52952.675781 Penalty: 647.295898
	Iteration 5Q: 3 clusters Score -52952.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -53022.726562 Penalty: 647.295898
	Iteration 6F: 3 clusters Score -53022.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -53108.125000 Penalty: 647.295898
	Iteration 7F: 3 clusters Score -53108.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -53179.855469 Penalty: 647.295898
	Iteration 8Q: 3 clusters Score -53179.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -53233.117188 Penalty: 647.295898
	Iteration 9F: 3 clusters Score -53233.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -53262.796875 Penalty: 647.295898
	Iteration 10Q: 3 clusters Score -53262.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53277.761719 Penalty: 647.295898
	Iteration 11Q: 3 clusters Score -53277.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -53292.593750 Penalty: 647.295898
	Iteration 12Q: 3 clusters Score -53292.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -53298.367188 Penalty: 647.295898
	Iteration 13Q: 3 clusters Score -53298.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -53303.937500 Penalty: 647.295898
	Iteration 14Q: 3 clusters Score -53303.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -53305.164062 Penalty: 647.295898
	Iteration 15Q: 3 clusters Score -53305.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -53306.230469 Penalty: 647.295898
	Iteration 16Q: 3 clusters Score -53306.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -53307.207031 Penalty: 647.295898
	Iteration 17Q: 3 clusters Score -53307.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -53307.339844 Penalty: 647.295898
	Iteration 18Q: 3 clusters Score -53307.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -53307.437500 Penalty: 647.295898
	Iteration 19Q: 3 clusters Score -53307.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -53307.437500 Penalty: 647.295898
	Iteration 20F: 3 clusters Score -53307.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -288846.343750 Penalty: 395.805176
	Iteration 0F: 2 clusters Score -288846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -284821.218750 Penalty: 791.610352
	Iteration 0F: 3 clusters Score -284821.2 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -286280.843750 Penalty: 791.610352
	Iteration 1F: 3 clusters Score -286280.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -286431.437500 Penalty: 791.610352
	Iteration 2F: 3 clusters Score -286431.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -286615.406250 Penalty: 791.610352
	Iteration 3F: 3 clusters Score -286615.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -286856.093750 Penalty: 791.610352
	Iteration 4F: 3 clusters Score -286856.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -287196.031250 Penalty: 791.610352
	Iteration 5F: 3 clusters Score -287196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -287599.656250 Penalty: 791.610352
	Iteration 6F: 3 clusters Score -287599.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -287938.687500 Penalty: 791.610352
	Iteration 7F: 3 clusters Score -287938.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -288178.187500 Penalty: 791.610352
	Iteration 8Q: 3 clusters Score -288178.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -288338.406250 Penalty: 791.610352
	Iteration 9Q: 3 clusters Score -288338.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -288417.562500 Penalty: 791.610352
	Iteration 10Q: 3 clusters Score -288417.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -288459.906250 Penalty: 791.610352
	Iteration 11Q: 3 clusters Score -288459.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -288492.093750 Penalty: 791.610352
	Iteration 12Q: 3 clusters Score -288492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -288501.562500 Penalty: 791.610352
	Iteration 13Q: 3 clusters Score -288501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -288504.218750 Penalty: 791.610352
	Iteration 14Q: 3 clusters Score -288504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -288507.500000 Penalty: 791.610352
	Iteration 15Q: 3 clusters Score -288507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -288507.500000 Penalty: 791.610352
	Iteration 16F: 3 clusters Score -288507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -78738.828125 Penalty: 335.602631
	Iteration 0F: 2 clusters Score -78738.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -77596.179688 Penalty: 671.205261
	Iteration 0F: 3 clusters Score -77596.18 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -77963.757812 Penalty: 671.205261
	Iteration 1F: 3 clusters Score -77963.76 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -78032.734375 Penalty: 671.205261
	Iteration 2F: 3 clusters Score -78032.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -78080.359375 Penalty: 671.205261
	Iteration 3F: 3 clusters Score -78080.36 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -78115.351562 Penalty: 671.205261
	Iteration 4Q: 3 clusters Score -78115.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -78137.132812 Penalty: 671.205261
	Iteration 5Q: 3 clusters Score -78137.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -78153.179688 Penalty: 671.205261
	Iteration 6Q: 3 clusters Score -78153.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78168.085938 Penalty: 671.205261
	Iteration 7Q: 3 clusters Score -78168.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78186.914062 Penalty: 671.205261
	Iteration 8Q: 3 clusters Score -78186.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -78207.695312 Penalty: 671.205261
	Iteration 9Q: 3 clusters Score -78207.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78226.265625 Penalty: 671.205261
	Iteration 10Q: 3 clusters Score -78226.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -78245.570312 Penalty: 671.205261
	Iteration 11Q: 3 clusters Score -78245.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78262.109375 Penalty: 671.205261
	Iteration 12Q: 3 clusters Score -78262.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78273.757812 Penalty: 671.205261
	Iteration 13Q: 3 clusters Score -78273.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78284.687500 Penalty: 671.205261
	Iteration 14Q: 3 clusters Score -78284.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78293.203125 Penalty: 671.205261
	Iteration 15Q: 3 clusters Score -78293.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -78307.312500 Penalty: 671.205261
	Iteration 16Q: 3 clusters Score -78307.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78323.007812 Penalty: 671.205261
	Iteration 17Q: 3 clusters Score -78323.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78338.265625 Penalty: 671.205261
	Iteration 18Q: 3 clusters Score -78338.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -78352.812500 Penalty: 671.205261
	Iteration 19Q: 3 clusters Score -78352.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78362.242188 Penalty: 671.205261
	Iteration 20F: 3 clusters Score -78362.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -78366.187500 Penalty: 671.205261
	Iteration 21Q: 3 clusters Score -78366.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78369.000000 Penalty: 671.205261
	Iteration 22Q: 3 clusters Score -78369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -78372.703125 Penalty: 671.205261
	Iteration 23Q: 3 clusters Score -78372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -78375.812500 Penalty: 671.205261
	Iteration 24Q: 3 clusters Score -78375.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78377.429688 Penalty: 671.205261
	Iteration 25Q: 3 clusters Score -78377.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78377.437500 Penalty: 671.205261
	Iteration 26Q: 3 clusters Score -78377.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78378.109375 Penalty: 671.205261
	Iteration 27Q: 3 clusters Score -78378.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78378.406250 Penalty: 671.205261
	Iteration 28Q: 3 clusters Score -78378.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78379.093750 Penalty: 671.205261
	Iteration 29Q: 3 clusters Score -78379.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78379.515625 Penalty: 671.205261
	Iteration 30Q: 3 clusters Score -78379.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78379.765625 Penalty: 671.205261
	Iteration 31Q: 3 clusters Score -78379.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78379.765625 Penalty: 671.205261
	Iteration 32F: 3 clusters Score -78379.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -16832.013672 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -16832.01 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 175 members 
Entering Unmasked Estep 
Score: -16412.347656 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -16412.35 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16515.369141 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -16515.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16544.123047 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -16544.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16553.632812 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -16553.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16558.896484 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -16558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16564.509766 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -16564.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16566.509766 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -16566.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16567.136719 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -16567.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16567.292969 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -16567.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16567.865234 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -16567.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16568.486328 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -16568.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16568.759766 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -16568.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16568.759766 Penalty: 536.390686
	Iteration 12F: 3 clusters Score -16568.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (340542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340542 members 
Entering Unmasked Estep 
Score: -16573190.000000 Penalty: 579.592346
	Iteration 0F: 2 clusters Score -1.657319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -16366503.000000 Penalty: 1159.184692
	Iteration 0F: 3 clusters Score -1.63665e+07 nChanged 168027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Mstep: Class 2 contains 202797 members 
Entering Unmasked Estep 
Score: -16473413.000000 Penalty: 1159.184692
	Iteration 1F: 3 clusters Score -1.647341e+07 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 218033 members 
Entering Unmasked Estep 
Score: -16480418.000000 Penalty: 1159.184692
	Iteration 2F: 3 clusters Score -1.648042e+07 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 238726 members 
Entering Unmasked Estep 
Score: -16492806.000000 Penalty: 1159.184692
	Iteration 3F: 3 clusters Score -1.649281e+07 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 264890 members 
Entering Unmasked Estep 
Score: -16510220.000000 Penalty: 1159.184692
	Iteration 4F: 3 clusters Score -1.651022e+07 nChanged 28618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 293284 members 
Entering Unmasked Estep 
Score: -16530908.000000 Penalty: 1159.184692
	Iteration 5F: 3 clusters Score -1.653091e+07 nChanged 24328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 317550 members 
Entering Unmasked Estep 
Score: -16550906.000000 Penalty: 1159.184692
	Iteration 6F: 3 clusters Score -1.655091e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 332404 members 
Entering Unmasked Estep 
Score: -16565902.000000 Penalty: 1159.184692
	Iteration 7Q: 3 clusters Score -1.65659e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 338291 members 
Entering Unmasked Estep 
Score: -16570531.000000 Penalty: 1159.184692
	Iteration 8Q: 3 clusters Score -1.657053e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 339955 members 
Entering Unmasked Estep 
Score: -16572052.000000 Penalty: 1159.184692
	Iteration 9Q: 3 clusters Score -1.657205e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 340351 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 1159.184692
	Iteration 10Q: 3 clusters Score -1.657246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 340429 members 
Entering Unmasked Estep 
Score: -16572542.000000 Penalty: 1159.184692
	Iteration 11Q: 3 clusters Score -1.657254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 340456 members 
Entering Unmasked Estep 
Score: -16572574.000000 Penalty: 1159.184692
	Iteration 12Q: 3 clusters Score -1.657257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 340460 members 
Entering Unmasked Estep 
Score: -16572593.000000 Penalty: 1159.184692
	Iteration 13Q: 3 clusters Score -1.657259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 340454 members 
Entering Unmasked Estep 
Score: -16572599.000000 Penalty: 1159.184692
	Iteration 14Q: 3 clusters Score -1.65726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 340446 members 
Entering Unmasked Estep 
Score: -16572614.000000 Penalty: 1159.184692
	Iteration 15Q: 3 clusters Score -1.657261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 340441 members 
Entering Unmasked Estep 
Score: -16572641.000000 Penalty: 1159.184692
	Iteration 16Q: 3 clusters Score -1.657264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 340438 members 
Entering Unmasked Estep 
Score: -16572638.000000 Penalty: 1159.184692
	Iteration 17Q: 3 clusters Score -1.657264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 340437 members 
Entering Unmasked Estep 
Score: -16572648.000000 Penalty: 1159.184692
	Iteration 18Q: 3 clusters Score -1.657265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 340435 members 
Entering Unmasked Estep 
Score: -16572646.000000 Penalty: 1159.184692
	Iteration 19Q: 3 clusters Score -1.657265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 340435 members 
Entering Unmasked Estep 
Score: -16572651.000000 Penalty: 1159.184692
	Iteration 20F: 3 clusters Score -1.657265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 340437 members 
Entering Unmasked Estep 
Score: -16572646.000000 Penalty: 1159.184692
	Iteration 21Q: 3 clusters Score -1.657265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 340434 members 
Entering Unmasked Estep 
Score: -16572643.000000 Penalty: 1159.184692
	Iteration 22Q: 3 clusters Score -1.657264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 340433 members 
Entering Unmasked Estep 
Score: -16572651.000000 Penalty: 1159.184692
	Iteration 23Q: 3 clusters Score -1.657265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 340433 members 
Entering Unmasked Estep 
Score: -16572651.000000 Penalty: 1159.184692
	Iteration 24F: 3 clusters Score -1.657265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -56950.562500 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -56950.56 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 513 members 
Entering Unmasked Estep 
Score: -56123.457031 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -56123.46 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -56376.964844 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -56376.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -56415.257812 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -56415.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -56439.730469 Penalty: 633.994019
	Iteration 3Q: 3 clusters Score -56439.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56464.347656 Penalty: 633.994019
	Iteration 4Q: 3 clusters Score -56464.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -56481.769531 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -56481.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56494.519531 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -56494.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -56508.773438 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -56508.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -56519.039062 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -56519.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56529.125000 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -56529.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56540.054688 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -56540.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -56550.332031 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -56550.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -56559.839844 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -56559.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -56570.281250 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -56570.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56573.292969 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -56573.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56574.414062 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -56574.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56577.074219 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -56577.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56580.589844 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -56580.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -56582.269531 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -56582.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56583.394531 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -56583.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56583.898438 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -56583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56584.257812 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -56584.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56584.343750 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -56584.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56584.343750 Penalty: 633.994019
	Iteration 23F: 3 clusters Score -56584.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -160224.437500 Penalty: 366.379486
	Iteration 0F: 2 clusters Score -160224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -158061.015625 Penalty: 732.758972
	Iteration 0F: 3 clusters Score -158061 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -158790.421875 Penalty: 732.758972
	Iteration 1F: 3 clusters Score -158790.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -158880.937500 Penalty: 732.758972
	Iteration 2F: 3 clusters Score -158880.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -158977.187500 Penalty: 732.758972
	Iteration 3F: 3 clusters Score -158977.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -159068.187500 Penalty: 732.758972
	Iteration 4Q: 3 clusters Score -159068.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -159170.718750 Penalty: 732.758972
	Iteration 5Q: 3 clusters Score -159170.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -159278.125000 Penalty: 732.758972
	Iteration 6F: 3 clusters Score -159278.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -159383.750000 Penalty: 732.758972
	Iteration 7F: 3 clusters Score -159383.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159510.593750 Penalty: 732.758972
	Iteration 8Q: 3 clusters Score -159510.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -159631.875000 Penalty: 732.758972
	Iteration 9Q: 3 clusters Score -159631.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -159697.109375 Penalty: 732.758972
	Iteration 10Q: 3 clusters Score -159697.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -159724.406250 Penalty: 732.758972
	Iteration 11Q: 3 clusters Score -159724.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -159737.062500 Penalty: 732.758972
	Iteration 12Q: 3 clusters Score -159737.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -159743.437500 Penalty: 732.758972
	Iteration 13Q: 3 clusters Score -159743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -159745.765625 Penalty: 732.758972
	Iteration 14Q: 3 clusters Score -159745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159748.046875 Penalty: 732.758972
	Iteration 15Q: 3 clusters Score -159748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159748.328125 Penalty: 732.758972
	Iteration 16Q: 3 clusters Score -159748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -159748.859375 Penalty: 732.758972
	Iteration 17Q: 3 clusters Score -159748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159749.609375 Penalty: 732.758972
	Iteration 18Q: 3 clusters Score -159749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -159750.687500 Penalty: 732.758972
	Iteration 19Q: 3 clusters Score -159750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -159751.437500 Penalty: 732.758972
	Iteration 20F: 3 clusters Score -159751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -159751.812500 Penalty: 732.758972
	Iteration 21Q: 3 clusters Score -159751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -159751.687500 Penalty: 732.758972
	Iteration 22Q: 3 clusters Score -159751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -159751.984375 Penalty: 732.758972
	Iteration 23Q: 3 clusters Score -159752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -159752.140625 Penalty: 732.758972
	Iteration 24Q: 3 clusters Score -159752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -159752.218750 Penalty: 732.758972
	Iteration 25Q: 3 clusters Score -159752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -159752.218750 Penalty: 732.758972
	Iteration 26F: 3 clusters Score -159752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 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 425 members 
Entering Unmasked Estep 
Score: -39086.867188 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39086.87 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39255.179688 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39255.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39284.382812 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39284.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39329.277344 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39329.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39367.058594 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39367.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39416.734375 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -39416.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39501.378906 Penalty: 614.243774
	Iteration 6F: 3 clusters Score -39501.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39613.894531 Penalty: 614.243774
	Iteration 7F: 3 clusters Score -39613.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39671.144531 Penalty: 614.243774
	Iteration 8F: 3 clusters Score -39671.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39726.554688 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39726.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39753.785156 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39753.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39773.714844 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39773.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39788.250000 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39788.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39791.457031 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39791.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39795.710938 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39795.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39799.839844 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39799.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39800.035156 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39800.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39800.035156 Penalty: 614.243774
	Iteration 17F: 3 clusters Score -39800.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -82976.468750 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -82976.47 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 816 members 
Entering Unmasked Estep 
Score: -81788.296875 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -81788.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82159.960938 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -82159.96 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -82238.546875 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -82238.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -82295.804688 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -82295.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -82357.445312 Penalty: 673.010620
	Iteration 4F: 3 clusters Score -82357.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82421.046875 Penalty: 673.010620
	Iteration 5F: 3 clusters Score -82421.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -82466.351562 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -82466.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -82494.328125 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -82494.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -82514.140625 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -82514.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -82522.296875 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -82522.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -82527.054688 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -82527.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -82530.734375 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -82530.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -82533.812500 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -82533.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -82536.000000 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -82536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82537.812500 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -82537.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -82540.531250 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -82540.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -82542.734375 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -82542.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -82544.109375 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -82544.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -82544.828125 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -82544.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -82545.187500 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -82545.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -82545.187500 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -82545.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -82171.210938 Penalty: 340.333832
	Iteration 0F: 2 clusters Score -82171.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -80897.351562 Penalty: 680.667664
	Iteration 0F: 3 clusters Score -80897.35 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -81332.218750 Penalty: 680.667664
	Iteration 1F: 3 clusters Score -81332.22 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81428.007812 Penalty: 680.667664
	Iteration 2F: 3 clusters Score -81428.01 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81508.210938 Penalty: 680.667664
	Iteration 3F: 3 clusters Score -81508.21 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81605.031250 Penalty: 680.667664
	Iteration 4F: 3 clusters Score -81605.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81683.609375 Penalty: 680.667664
	Iteration 5Q: 3 clusters Score -81683.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81749.445312 Penalty: 680.667664
	Iteration 6Q: 3 clusters Score -81749.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81791.234375 Penalty: 680.667664
	Iteration 7Q: 3 clusters Score -81791.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -81823.289062 Penalty: 680.667664
	Iteration 8Q: 3 clusters Score -81823.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -81843.750000 Penalty: 680.667664
	Iteration 9Q: 3 clusters Score -81843.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -81858.734375 Penalty: 680.667664
	Iteration 10Q: 3 clusters Score -81858.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -81864.570312 Penalty: 680.667664
	Iteration 11Q: 3 clusters Score -81864.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -81867.664062 Penalty: 680.667664
	Iteration 12Q: 3 clusters Score -81867.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -81870.515625 Penalty: 680.667664
	Iteration 13Q: 3 clusters Score -81870.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -81873.148438 Penalty: 680.667664
	Iteration 14Q: 3 clusters Score -81873.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -81874.335938 Penalty: 680.667664
	Iteration 15Q: 3 clusters Score -81874.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -81876.226562 Penalty: 680.667664
	Iteration 16Q: 3 clusters Score -81876.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -81876.796875 Penalty: 680.667664
	Iteration 17Q: 3 clusters Score -81876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -81876.796875 Penalty: 680.667664
	Iteration 18F: 3 clusters Score -81876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -353076.312500 Penalty: 401.361969
	Iteration 0F: 2 clusters Score -353076.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -348542.437500 Penalty: 802.723938
	Iteration 0F: 3 clusters Score -348542.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -350191.187500 Penalty: 802.723938
	Iteration 1F: 3 clusters Score -350191.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -350300.000000 Penalty: 802.723938
	Iteration 2Q: 3 clusters Score -350300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -350420.562500 Penalty: 802.723938
	Iteration 3Q: 3 clusters Score -350420.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -350566.812500 Penalty: 802.723938
	Iteration 4Q: 3 clusters Score -350566.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -350786.937500 Penalty: 802.723938
	Iteration 5F: 3 clusters Score -350786.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -351129.187500 Penalty: 802.723938
	Iteration 6F: 3 clusters Score -351129.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -351600.656250 Penalty: 802.723938
	Iteration 7F: 3 clusters Score -351600.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -352079.156250 Penalty: 802.723938
	Iteration 8F: 3 clusters Score -352079.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -352381.187500 Penalty: 802.723938
	Iteration 9Q: 3 clusters Score -352381.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -352549.718750 Penalty: 802.723938
	Iteration 10Q: 3 clusters Score -352549.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -352618.656250 Penalty: 802.723938
	Iteration 11Q: 3 clusters Score -352618.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -352653.750000 Penalty: 802.723938
	Iteration 12Q: 3 clusters Score -352653.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -352682.968750 Penalty: 802.723938
	Iteration 13Q: 3 clusters Score -352683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -352708.812500 Penalty: 802.723938
	Iteration 14Q: 3 clusters Score -352708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -352720.187500 Penalty: 802.723938
	Iteration 15Q: 3 clusters Score -352720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -352728.875000 Penalty: 802.723938
	Iteration 16Q: 3 clusters Score -352728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -352736.750000 Penalty: 802.723938
	Iteration 17Q: 3 clusters Score -352736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -352749.281250 Penalty: 802.723938
	Iteration 18Q: 3 clusters Score -352749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -352750.562500 Penalty: 802.723938
	Iteration 19Q: 3 clusters Score -352750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -352754.468750 Penalty: 802.723938
	Iteration 20F: 3 clusters Score -352754.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (72257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Entering Unmasked Estep 
Score: -3670129.250000 Penalty: 509.053284
	Iteration 0F: 2 clusters Score -3670129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3621671.750000 Penalty: 1018.106567
	Iteration 0F: 3 clusters Score -3621672 nChanged 34960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -3642682.250000 Penalty: 1018.106567
	Iteration 1F: 3 clusters Score -3642682 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -3643665.250000 Penalty: 1018.106567
	Iteration 2Q: 3 clusters Score -3643665 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3645311.250000 Penalty: 1018.106567
	Iteration 3Q: 3 clusters Score -3645311 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -3648010.500000 Penalty: 1018.106567
	Iteration 4F: 3 clusters Score -3648010 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -3651919.250000 Penalty: 1018.106567
	Iteration 5F: 3 clusters Score -3651919 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -3655087.250000 Penalty: 1018.106567
	Iteration 6F: 3 clusters Score -3655087 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -3656243.500000 Penalty: 1018.106567
	Iteration 7Q: 3 clusters Score -3656244 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -3656514.500000 Penalty: 1018.106567
	Iteration 8Q: 3 clusters Score -3656514 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -3656610.250000 Penalty: 1018.106567
	Iteration 9Q: 3 clusters Score -3656610 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -3656718.750000 Penalty: 1018.106567
	Iteration 10Q: 3 clusters Score -3656719 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -3656826.000000 Penalty: 1018.106567
	Iteration 11Q: 3 clusters Score -3656826 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -3656971.500000 Penalty: 1018.106567
	Iteration 12Q: 3 clusters Score -3656972 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -3657130.250000 Penalty: 1018.106567
	Iteration 13Q: 3 clusters Score -3657130 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -3657311.500000 Penalty: 1018.106567
	Iteration 14Q: 3 clusters Score -3657312 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -3657526.750000 Penalty: 1018.106567
	Iteration 15Q: 3 clusters Score -3657527 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -3657721.250000 Penalty: 1018.106567
	Iteration 16Q: 3 clusters Score -3657721 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -3657973.750000 Penalty: 1018.106567
	Iteration 17Q: 3 clusters Score -3657974 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -3658274.250000 Penalty: 1018.106567
	Iteration 18Q: 3 clusters Score -3658274 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -3658639.750000 Penalty: 1018.106567
	Iteration 19Q: 3 clusters Score -3658640 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -3659087.750000 Penalty: 1018.106567
	Iteration 20F: 3 clusters Score -3659088 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -3659594.750000 Penalty: 1018.106567
	Iteration 21Q: 3 clusters Score -3659595 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -3660258.500000 Penalty: 1018.106567
	Iteration 22Q: 3 clusters Score -3660258 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -3660991.000000 Penalty: 1018.106567
	Iteration 23Q: 3 clusters Score -3660991 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -3661789.750000 Penalty: 1018.106567
	Iteration 24Q: 3 clusters Score -3661790 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -3662608.250000 Penalty: 1018.106567
	Iteration 25Q: 3 clusters Score -3662608 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -3663442.500000 Penalty: 1018.106567
	Iteration 26Q: 3 clusters Score -3663442 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -3664378.000000 Penalty: 1018.106567
	Iteration 27Q: 3 clusters Score -3664378 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -3665331.500000 Penalty: 1018.106567
	Iteration 28Q: 3 clusters Score -3665332 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -3666258.000000 Penalty: 1018.106567
	Iteration 29Q: 3 clusters Score -3666258 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -3667030.000000 Penalty: 1018.106567
	Iteration 30Q: 3 clusters Score -3667030 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -3667651.000000 Penalty: 1018.106567
	Iteration 31Q: 3 clusters Score -3667651 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -3668214.000000 Penalty: 1018.106567
	Iteration 32Q: 3 clusters Score -3668214 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -3668644.250000 Penalty: 1018.106567
	Iteration 33Q: 3 clusters Score -3668644 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -3668980.500000 Penalty: 1018.106567
	Iteration 34Q: 3 clusters Score -3668980 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -3669233.250000 Penalty: 1018.106567
	Iteration 35Q: 3 clusters Score -3669233 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -3669385.750000 Penalty: 1018.106567
	Iteration 36Q: 3 clusters Score -3669386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -3669491.750000 Penalty: 1018.106567
	Iteration 37Q: 3 clusters Score -3669492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -3669556.750000 Penalty: 1018.106567
	Iteration 38Q: 3 clusters Score -3669557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -3669606.500000 Penalty: 1018.106567
	Iteration 39Q: 3 clusters Score -3669606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -3669638.500000 Penalty: 1018.106567
	Iteration 40F: 3 clusters Score -3669638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -3669661.500000 Penalty: 1018.106567
	Iteration 41Q: 3 clusters Score -3669662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -3669670.250000 Penalty: 1018.106567
	Iteration 42Q: 3 clusters Score -3669670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -3669681.500000 Penalty: 1018.106567
	Iteration 43Q: 3 clusters Score -3669682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -3669693.250000 Penalty: 1018.106567
	Iteration 44Q: 3 clusters Score -3669693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -3669699.000000 Penalty: 1018.106567
	Iteration 45Q: 3 clusters Score -3669699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -3669700.000000 Penalty: 1018.106567
	Iteration 46Q: 3 clusters Score -3669700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -3669700.500000 Penalty: 1018.106567
	Iteration 47Q: 3 clusters Score -3669700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -3669700.500000 Penalty: 1018.106567
	Iteration 48F: 3 clusters Score -3669700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15376.626953 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15376.63 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15454.243164 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15454.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15471.529297 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15471.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15492.596680 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15501.515625 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15501.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15507.250000 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15507.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15516.509766 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15516.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15520.939453 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15520.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15527.453125 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15527.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15533.825195 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15533.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15540.176758 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15540.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15545.524414 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15545.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15548.685547 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -15548.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15551.421875 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -15551.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15551.421875 Penalty: 533.590454
	Iteration 14F: 3 clusters Score -15551.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Entering Unmasked Estep 
Score: -805497.562500 Penalty: 441.665100
	Iteration 0F: 2 clusters Score -805497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -794635.062500 Penalty: 883.330200
	Iteration 0F: 3 clusters Score -794635.1 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -799047.625000 Penalty: 883.330200
	Iteration 1F: 3 clusters Score -799047.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -799300.312500 Penalty: 883.330200
	Iteration 2Q: 3 clusters Score -799300.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -799560.375000 Penalty: 883.330200
	Iteration 3Q: 3 clusters Score -799560.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -799826.687500 Penalty: 883.330200
	Iteration 4Q: 3 clusters Score -799826.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -800149.625000 Penalty: 883.330200
	Iteration 5Q: 3 clusters Score -800149.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -800595.812500 Penalty: 883.330200
	Iteration 6Q: 3 clusters Score -800595.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -801157.437500 Penalty: 883.330200
	Iteration 7Q: 3 clusters Score -801157.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -801811.250000 Penalty: 883.330200
	Iteration 8F: 3 clusters Score -801811.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -802306.500000 Penalty: 883.330200
	Iteration 9Q: 3 clusters Score -802306.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -802548.875000 Penalty: 883.330200
	Iteration 10Q: 3 clusters Score -802548.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -802638.000000 Penalty: 883.330200
	Iteration 11Q: 3 clusters Score -802638 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -802706.750000 Penalty: 883.330200
	Iteration 12Q: 3 clusters Score -802706.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -802767.250000 Penalty: 883.330200
	Iteration 13Q: 3 clusters Score -802767.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -802832.437500 Penalty: 883.330200
	Iteration 14Q: 3 clusters Score -802832.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -802894.125000 Penalty: 883.330200
	Iteration 15Q: 3 clusters Score -802894.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -802965.875000 Penalty: 883.330200
	Iteration 16Q: 3 clusters Score -802965.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -803066.562500 Penalty: 883.330200
	Iteration 17Q: 3 clusters Score -803066.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -803169.750000 Penalty: 883.330200
	Iteration 18Q: 3 clusters Score -803169.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -803289.500000 Penalty: 883.330200
	Iteration 19Q: 3 clusters Score -803289.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -803423.812500 Penalty: 883.330200
	Iteration 20F: 3 clusters Score -803423.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -803586.250000 Penalty: 883.330200
	Iteration 21Q: 3 clusters Score -803586.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -803759.562500 Penalty: 883.330200
	Iteration 22Q: 3 clusters Score -803759.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -803926.812500 Penalty: 883.330200
	Iteration 23Q: 3 clusters Score -803926.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -804091.875000 Penalty: 883.330200
	Iteration 24Q: 3 clusters Score -804091.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -804254.437500 Penalty: 883.330200
	Iteration 25Q: 3 clusters Score -804254.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -804436.187500 Penalty: 883.330200
	Iteration 26Q: 3 clusters Score -804436.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -804591.437500 Penalty: 883.330200
	Iteration 27Q: 3 clusters Score -804591.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -804691.812500 Penalty: 883.330200
	Iteration 28Q: 3 clusters Score -804691.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -804788.062500 Penalty: 883.330200
	Iteration 29Q: 3 clusters Score -804788.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -804860.000000 Penalty: 883.330200
	Iteration 30Q: 3 clusters Score -804860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -804921.937500 Penalty: 883.330200
	Iteration 31Q: 3 clusters Score -804921.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -804972.500000 Penalty: 883.330200
	Iteration 32Q: 3 clusters Score -804972.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -805012.687500 Penalty: 883.330200
	Iteration 33Q: 3 clusters Score -805012.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -805042.125000 Penalty: 883.330200
	Iteration 34Q: 3 clusters Score -805042.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -805058.562500 Penalty: 883.330200
	Iteration 35Q: 3 clusters Score -805058.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -805070.125000 Penalty: 883.330200
	Iteration 36Q: 3 clusters Score -805070.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -805081.437500 Penalty: 883.330200
	Iteration 37Q: 3 clusters Score -805081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -805094.625000 Penalty: 883.330200
	Iteration 38Q: 3 clusters Score -805094.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -805100.375000 Penalty: 883.330200
	Iteration 39Q: 3 clusters Score -805100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -805104.000000 Penalty: 883.330200
	Iteration 40F: 3 clusters Score -805104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -805105.062500 Penalty: 883.330200
	Iteration 41Q: 3 clusters Score -805105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -805105.375000 Penalty: 883.330200
	Iteration 42Q: 3 clusters Score -805105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -805109.812500 Penalty: 883.330200
	Iteration 43Q: 3 clusters Score -805109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -805109.375000 Penalty: 883.330200
	Iteration 44Q: 3 clusters Score -805109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -805111.125000 Penalty: 883.330200
	Iteration 45Q: 3 clusters Score -805111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -805114.750000 Penalty: 883.330200
	Iteration 46Q: 3 clusters Score -805114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -805118.000000 Penalty: 883.330200
	Iteration 47Q: 3 clusters Score -805118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -805119.500000 Penalty: 883.330200
	Iteration 48Q: 3 clusters Score -805119.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -805120.625000 Penalty: 883.330200
	Iteration 49Q: 3 clusters Score -805120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -805120.625000 Penalty: 883.330200
	Iteration 50F: 3 clusters Score -805120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Entering Unmasked Estep 
Score: -1452235.000000 Penalty: 470.335968
	Iteration 0F: 2 clusters Score -1452235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1431557.750000 Penalty: 940.671936
	Iteration 0F: 3 clusters Score -1431558 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1440350.625000 Penalty: 940.671936
	Iteration 1F: 3 clusters Score -1440351 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1441099.875000 Penalty: 940.671936
	Iteration 2Q: 3 clusters Score -1441100 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1442345.125000 Penalty: 940.671936
	Iteration 3F: 3 clusters Score -1442345 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1444299.375000 Penalty: 940.671936
	Iteration 4F: 3 clusters Score -1444299 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -1446808.375000 Penalty: 940.671936
	Iteration 5F: 3 clusters Score -1446808 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -1449033.000000 Penalty: 940.671936
	Iteration 6F: 3 clusters Score -1449033 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1450467.125000 Penalty: 940.671936
	Iteration 7Q: 3 clusters Score -1450467 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1451125.250000 Penalty: 940.671936
	Iteration 8Q: 3 clusters Score -1451125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -1451427.875000 Penalty: 940.671936
	Iteration 9Q: 3 clusters Score -1451428 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -1451589.250000 Penalty: 940.671936
	Iteration 10Q: 3 clusters Score -1451589 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1451677.750000 Penalty: 940.671936
	Iteration 11Q: 3 clusters Score -1451678 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -1451730.750000 Penalty: 940.671936
	Iteration 12Q: 3 clusters Score -1451731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -1451760.750000 Penalty: 940.671936
	Iteration 13Q: 3 clusters Score -1451761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -1451784.750000 Penalty: 940.671936
	Iteration 14Q: 3 clusters Score -1451785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -1451802.500000 Penalty: 940.671936
	Iteration 15Q: 3 clusters Score -1451802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -1451818.000000 Penalty: 940.671936
	Iteration 16Q: 3 clusters Score -1451818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -1451834.375000 Penalty: 940.671936
	Iteration 17Q: 3 clusters Score -1451834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -1451846.250000 Penalty: 940.671936
	Iteration 18Q: 3 clusters Score -1451846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -1451858.875000 Penalty: 940.671936
	Iteration 19Q: 3 clusters Score -1451859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -1451869.000000 Penalty: 940.671936
	Iteration 20F: 3 clusters Score -1451869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -1451875.250000 Penalty: 940.671936
	Iteration 21Q: 3 clusters Score -1451875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -1451882.250000 Penalty: 940.671936
	Iteration 22Q: 3 clusters Score -1451882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -1451883.000000 Penalty: 940.671936
	Iteration 23Q: 3 clusters Score -1451883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -1451885.250000 Penalty: 940.671936
	Iteration 24Q: 3 clusters Score -1451885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -1451885.250000 Penalty: 940.671936
	Iteration 25Q: 3 clusters Score -1451885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -1451889.500000 Penalty: 940.671936
	Iteration 26Q: 3 clusters Score -1451890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -1451891.500000 Penalty: 940.671936
	Iteration 27Q: 3 clusters Score -1451892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -1451891.375000 Penalty: 940.671936
	Iteration 28Q: 3 clusters Score -1451891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -1451892.875000 Penalty: 940.671936
	Iteration 29Q: 3 clusters Score -1451893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -1451893.750000 Penalty: 940.671936
	Iteration 30Q: 3 clusters Score -1451894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -1451894.125000 Penalty: 940.671936
	Iteration 31Q: 3 clusters Score -1451894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -1451893.750000 Penalty: 940.671936
	Iteration 32Q: 3 clusters Score -1451894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -1451895.625000 Penalty: 940.671936
	Iteration 33Q: 3 clusters Score -1451896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -1451896.375000 Penalty: 940.671936
	Iteration 34Q: 3 clusters Score -1451896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -1451897.875000 Penalty: 940.671936
	Iteration 35Q: 3 clusters Score -1451898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -1451896.625000 Penalty: 940.671936
	Iteration 36Q: 3 clusters Score -1451897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -1451896.750000 Penalty: 940.671936
	Iteration 37Q: 3 clusters Score -1451897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -1451898.000000 Penalty: 940.671936
	Iteration 38Q: 3 clusters Score -1451898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -1451897.375000 Penalty: 940.671936
	Iteration 39Q: 3 clusters Score -1451897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -1451898.750000 Penalty: 940.671936
	Iteration 40F: 3 clusters Score -1451899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9558.067383 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9558.067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9599.018555 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9599.019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9621.586914 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -9621.587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9624.780273 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9624.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9629.944336 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9629.944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9639.459961 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9639.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9647.536133 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9647.536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9655.331055 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9655.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9656.015625 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -9656.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9656.015625 Penalty: 482.146881
	Iteration 9F: 3 clusters Score -9656.016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 364 members 
Entering Unmasked Estep 
Score: -32702.966797 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32702.97 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32870.851562 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32870.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32907.910156 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32907.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32930.968750 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -32930.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32938.597656 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32944.957031 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32944.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32948.531250 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32948.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32953.832031 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32953.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32958.273438 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32958.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32964.496094 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32968.964844 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32968.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32973.617188 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32973.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32976.621094 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32976.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32977.164062 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32977.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32977.230469 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -32977.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32977.296875 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -32977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32977.355469 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -32977.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32977.355469 Penalty: 597.310852
	Iteration 17F: 3 clusters Score -32977.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -99929.265625 Penalty: 349.783020
	Iteration 0F: 2 clusters Score -99929.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -98389.648438 Penalty: 699.566040
	Iteration 0F: 3 clusters Score -98389.65 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -98978.523438 Penalty: 699.566040
	Iteration 1F: 3 clusters Score -98978.52 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -99158.765625 Penalty: 699.566040
	Iteration 2F: 3 clusters Score -99158.77 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -99345.953125 Penalty: 699.566040
	Iteration 3F: 3 clusters Score -99345.95 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -99518.742188 Penalty: 699.566040
	Iteration 4F: 3 clusters Score -99518.74 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99649.031250 Penalty: 699.566040
	Iteration 5F: 3 clusters Score -99649.03 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99727.804688 Penalty: 699.566040
	Iteration 6Q: 3 clusters Score -99727.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99768.226562 Penalty: 699.566040
	Iteration 7Q: 3 clusters Score -99768.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99802.960938 Penalty: 699.566040
	Iteration 8Q: 3 clusters Score -99802.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99825.578125 Penalty: 699.566040
	Iteration 9Q: 3 clusters Score -99825.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99837.273438 Penalty: 699.566040
	Iteration 10Q: 3 clusters Score -99837.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99842.937500 Penalty: 699.566040
	Iteration 11Q: 3 clusters Score -99842.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99844.726562 Penalty: 699.566040
	Iteration 12Q: 3 clusters Score -99844.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99845.796875 Penalty: 699.566040
	Iteration 13Q: 3 clusters Score -99845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99846.414062 Penalty: 699.566040
	Iteration 14Q: 3 clusters Score -99846.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99847.109375 Penalty: 699.566040
	Iteration 15Q: 3 clusters Score -99847.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99847.851562 Penalty: 699.566040
	Iteration 16Q: 3 clusters Score -99847.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -99848.250000 Penalty: 699.566040
	Iteration 17Q: 3 clusters Score -99848.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99848.632812 Penalty: 699.566040
	Iteration 18Q: 3 clusters Score -99848.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99848.632812 Penalty: 699.566040
	Iteration 19F: 3 clusters Score -99848.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5904.792480 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5904.792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5942.452637 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5942.453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5951.234375 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5951.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5954.283203 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5954.283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5956.622559 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -5956.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5956.622559 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -5956.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -471987.375000 Penalty: 414.483368
	Iteration 0F: 2 clusters Score -471987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -465986.968750 Penalty: 828.966736
	Iteration 0F: 3 clusters Score -465987 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -468598.281250 Penalty: 828.966736
	Iteration 1F: 3 clusters Score -468598.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -469028.937500 Penalty: 828.966736
	Iteration 2F: 3 clusters Score -469028.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -469646.593750 Penalty: 828.966736
	Iteration 3F: 3 clusters Score -469646.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -470314.125000 Penalty: 828.966736
	Iteration 4F: 3 clusters Score -470314.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -470818.375000 Penalty: 828.966736
	Iteration 5F: 3 clusters Score -470818.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -471106.000000 Penalty: 828.966736
	Iteration 6Q: 3 clusters Score -471106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -471238.750000 Penalty: 828.966736
	Iteration 7Q: 3 clusters Score -471238.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -471312.343750 Penalty: 828.966736
	Iteration 8Q: 3 clusters Score -471312.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -471359.000000 Penalty: 828.966736
	Iteration 9Q: 3 clusters Score -471359 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -471409.437500 Penalty: 828.966736
	Iteration 10Q: 3 clusters Score -471409.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -471462.687500 Penalty: 828.966736
	Iteration 11Q: 3 clusters Score -471462.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -471497.718750 Penalty: 828.966736
	Iteration 12Q: 3 clusters Score -471497.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -471520.093750 Penalty: 828.966736
	Iteration 13Q: 3 clusters Score -471520.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -471539.968750 Penalty: 828.966736
	Iteration 14Q: 3 clusters Score -471540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -471555.375000 Penalty: 828.966736
	Iteration 15Q: 3 clusters Score -471555.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -471566.281250 Penalty: 828.966736
	Iteration 16Q: 3 clusters Score -471566.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -471575.468750 Penalty: 828.966736
	Iteration 17Q: 3 clusters Score -471575.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -471582.437500 Penalty: 828.966736
	Iteration 18Q: 3 clusters Score -471582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -471588.062500 Penalty: 828.966736
	Iteration 19Q: 3 clusters Score -471588.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -471591.031250 Penalty: 828.966736
	Iteration 20F: 3 clusters Score -471591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -471596.500000 Penalty: 828.966736
	Iteration 21Q: 3 clusters Score -471596.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -471599.812500 Penalty: 828.966736
	Iteration 22Q: 3 clusters Score -471599.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -471603.718750 Penalty: 828.966736
	Iteration 23Q: 3 clusters Score -471603.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -471605.500000 Penalty: 828.966736
	Iteration 24Q: 3 clusters Score -471605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -471607.562500 Penalty: 828.966736
	Iteration 25Q: 3 clusters Score -471607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -471613.000000 Penalty: 828.966736
	Iteration 26Q: 3 clusters Score -471613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -471616.093750 Penalty: 828.966736
	Iteration 27Q: 3 clusters Score -471616.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -471619.125000 Penalty: 828.966736
	Iteration 28Q: 3 clusters Score -471619.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -471621.093750 Penalty: 828.966736
	Iteration 29Q: 3 clusters Score -471621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -471623.343750 Penalty: 828.966736
	Iteration 30Q: 3 clusters Score -471623.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -471626.531250 Penalty: 828.966736
	Iteration 31Q: 3 clusters Score -471626.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -471627.687500 Penalty: 828.966736
	Iteration 32Q: 3 clusters Score -471627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -471627.843750 Penalty: 828.966736
	Iteration 33Q: 3 clusters Score -471627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -471629.500000 Penalty: 828.966736
	Iteration 34Q: 3 clusters Score -471629.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -471631.406250 Penalty: 828.966736
	Iteration 35Q: 3 clusters Score -471631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -471635.531250 Penalty: 828.966736
	Iteration 36Q: 3 clusters Score -471635.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -471636.750000 Penalty: 828.966736
	Iteration 37Q: 3 clusters Score -471636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -471638.781250 Penalty: 828.966736
	Iteration 38Q: 3 clusters Score -471638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -471639.656250 Penalty: 828.966736
	Iteration 39Q: 3 clusters Score -471639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -471640.187500 Penalty: 828.966736
	Iteration 40F: 3 clusters Score -471640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -471641.937500 Penalty: 828.966736
	Iteration 41Q: 3 clusters Score -471641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -471643.062500 Penalty: 828.966736
	Iteration 42Q: 3 clusters Score -471643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -471644.187500 Penalty: 828.966736
	Iteration 43Q: 3 clusters Score -471644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -471646.468750 Penalty: 828.966736
	Iteration 44Q: 3 clusters Score -471646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -471646.531250 Penalty: 828.966736
	Iteration 45Q: 3 clusters Score -471646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -471647.906250 Penalty: 828.966736
	Iteration 46Q: 3 clusters Score -471647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -471648.625000 Penalty: 828.966736
	Iteration 47Q: 3 clusters Score -471648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -471648.718750 Penalty: 828.966736
	Iteration 48Q: 3 clusters Score -471648.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -471648.937500 Penalty: 828.966736
	Iteration 49Q: 3 clusters Score -471648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -471649.406250 Penalty: 828.966736
	Iteration 50Q: 3 clusters Score -471649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -471649.562500 Penalty: 828.966736
	Iteration 51Q: 3 clusters Score -471649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -471650.125000 Penalty: 828.966736
	Iteration 52Q: 3 clusters Score -471650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -471651.156250 Penalty: 828.966736
	Iteration 53Q: 3 clusters Score -471651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -471650.906250 Penalty: 828.966736
	Iteration 54Q: 3 clusters Score -471650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -471651.718750 Penalty: 828.966736
	Iteration 55Q: 3 clusters Score -471651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -471652.718750 Penalty: 828.966736
	Iteration 56Q: 3 clusters Score -471652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -471652.718750 Penalty: 828.966736
	Iteration 57Q: 3 clusters Score -471652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -471654.250000 Penalty: 828.966736
	Iteration 58Q: 3 clusters Score -471654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -471655.281250 Penalty: 828.966736
	Iteration 59Q: 3 clusters Score -471655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -471655.687500 Penalty: 828.966736
	Iteration 60F: 3 clusters Score -471655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -471657.031250 Penalty: 828.966736
	Iteration 61Q: 3 clusters Score -471657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -471656.343750 Penalty: 828.966736
	Iteration 62Q: 3 clusters Score -471656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -471657.562500 Penalty: 828.966736
	Iteration 63Q: 3 clusters Score -471657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -471659.156250 Penalty: 828.966736
	Iteration 64Q: 3 clusters Score -471659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -471660.437500 Penalty: 828.966736
	Iteration 65Q: 3 clusters Score -471660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -471662.625000 Penalty: 828.966736
	Iteration 66Q: 3 clusters Score -471662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -471664.750000 Penalty: 828.966736
	Iteration 67Q: 3 clusters Score -471664.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -471670.718750 Penalty: 828.966736
	Iteration 68Q: 3 clusters Score -471670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -471672.406250 Penalty: 828.966736
	Iteration 69Q: 3 clusters Score -471672.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -471676.843750 Penalty: 828.966736
	Iteration 70Q: 3 clusters Score -471676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -471677.906250 Penalty: 828.966736
	Iteration 71Q: 3 clusters Score -471677.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -471681.156250 Penalty: 828.966736
	Iteration 72Q: 3 clusters Score -471681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -471682.718750 Penalty: 828.966736
	Iteration 73Q: 3 clusters Score -471682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -471683.468750 Penalty: 828.966736
	Iteration 74Q: 3 clusters Score -471683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -471683.906250 Penalty: 828.966736
	Iteration 75Q: 3 clusters Score -471683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -471684.843750 Penalty: 828.966736
	Iteration 76Q: 3 clusters Score -471684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -471684.843750 Penalty: 828.966736
	Iteration 77F: 3 clusters Score -471684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -58753.558594 Penalty: 320.820038
	Iteration 0F: 2 clusters Score -58753.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57880.863281 Penalty: 641.640076
	Iteration 0F: 3 clusters Score -57880.86 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -58176.343750 Penalty: 641.640076
	Iteration 1F: 3 clusters Score -58176.34 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -58271.792969 Penalty: 641.640076
	Iteration 2F: 3 clusters Score -58271.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -58357.906250 Penalty: 641.640076
	Iteration 3F: 3 clusters Score -58357.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -58426.484375 Penalty: 641.640076
	Iteration 4F: 3 clusters Score -58426.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -58478.195312 Penalty: 641.640076
	Iteration 5Q: 3 clusters Score -58478.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -58499.863281 Penalty: 641.640076
	Iteration 6Q: 3 clusters Score -58499.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -58512.355469 Penalty: 641.640076
	Iteration 7Q: 3 clusters Score -58512.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -58519.558594 Penalty: 641.640076
	Iteration 8Q: 3 clusters Score -58519.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -58523.578125 Penalty: 641.640076
	Iteration 9Q: 3 clusters Score -58523.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -58524.207031 Penalty: 641.640076
	Iteration 10Q: 3 clusters Score -58524.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -58525.035156 Penalty: 641.640076
	Iteration 11Q: 3 clusters Score -58525.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -58525.230469 Penalty: 641.640076
	Iteration 12Q: 3 clusters Score -58525.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -58526.519531 Penalty: 641.640076
	Iteration 13Q: 3 clusters Score -58526.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -58530.140625 Penalty: 641.640076
	Iteration 14Q: 3 clusters Score -58530.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -58532.687500 Penalty: 641.640076
	Iteration 15Q: 3 clusters Score -58532.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -58535.066406 Penalty: 641.640076
	Iteration 16Q: 3 clusters Score -58535.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -58538.394531 Penalty: 641.640076
	Iteration 17Q: 3 clusters Score -58538.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -58540.687500 Penalty: 641.640076
	Iteration 18Q: 3 clusters Score -58540.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -58542.472656 Penalty: 641.640076
	Iteration 19Q: 3 clusters Score -58542.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -58544.035156 Penalty: 641.640076
	Iteration 20F: 3 clusters Score -58544.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -58545.437500 Penalty: 641.640076
	Iteration 21Q: 3 clusters Score -58545.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -58545.437500 Penalty: 641.640076
	Iteration 22F: 3 clusters Score -58545.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3379.610596 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3379.611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3405.342773 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3405.343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3408.237061 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -3408.237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3408.237061 Penalty: 404.281281
	Iteration 3F: 3 clusters Score -3408.237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Entering Unmasked Estep 
Score: -1322113.625000 Penalty: 461.619904
	Iteration 0F: 2 clusters Score -1322114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1305052.875000 Penalty: 923.239807
	Iteration 0F: 3 clusters Score -1305053 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1312151.375000 Penalty: 923.239807
	Iteration 1F: 3 clusters Score -1312151 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1312649.500000 Penalty: 923.239807
	Iteration 2Q: 3 clusters Score -1312650 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1313407.125000 Penalty: 923.239807
	Iteration 3F: 3 clusters Score -1313407 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1314535.375000 Penalty: 923.239807
	Iteration 4F: 3 clusters Score -1314535 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1316074.375000 Penalty: 923.239807
	Iteration 5F: 3 clusters Score -1316074 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1317667.625000 Penalty: 923.239807
	Iteration 6F: 3 clusters Score -1317668 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1318660.625000 Penalty: 923.239807
	Iteration 7F: 3 clusters Score -1318661 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1319112.000000 Penalty: 923.239807
	Iteration 8Q: 3 clusters Score -1319112 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1319403.250000 Penalty: 923.239807
	Iteration 9Q: 3 clusters Score -1319403 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1319716.625000 Penalty: 923.239807
	Iteration 10Q: 3 clusters Score -1319717 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1320009.875000 Penalty: 923.239807
	Iteration 11Q: 3 clusters Score -1320010 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1320272.750000 Penalty: 923.239807
	Iteration 12Q: 3 clusters Score -1320273 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1320537.750000 Penalty: 923.239807
	Iteration 13Q: 3 clusters Score -1320538 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1320790.000000 Penalty: 923.239807
	Iteration 14Q: 3 clusters Score -1320790 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1321025.625000 Penalty: 923.239807
	Iteration 15Q: 3 clusters Score -1321026 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1321221.125000 Penalty: 923.239807
	Iteration 16Q: 3 clusters Score -1321221 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1321353.125000 Penalty: 923.239807
	Iteration 17Q: 3 clusters Score -1321353 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1321450.000000 Penalty: 923.239807
	Iteration 18Q: 3 clusters Score -1321450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1321538.250000 Penalty: 923.239807
	Iteration 19Q: 3 clusters Score -1321538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1321608.625000 Penalty: 923.239807
	Iteration 20F: 3 clusters Score -1321609 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1321660.875000 Penalty: 923.239807
	Iteration 21Q: 3 clusters Score -1321661 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1321716.875000 Penalty: 923.239807
	Iteration 22Q: 3 clusters Score -1321717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1321754.375000 Penalty: 923.239807
	Iteration 23Q: 3 clusters Score -1321754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1321788.625000 Penalty: 923.239807
	Iteration 24Q: 3 clusters Score -1321789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1321809.500000 Penalty: 923.239807
	Iteration 25Q: 3 clusters Score -1321810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1321832.125000 Penalty: 923.239807
	Iteration 26Q: 3 clusters Score -1321832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1321847.875000 Penalty: 923.239807
	Iteration 27Q: 3 clusters Score -1321848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1321862.875000 Penalty: 923.239807
	Iteration 28Q: 3 clusters Score -1321863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1321870.500000 Penalty: 923.239807
	Iteration 29Q: 3 clusters Score -1321870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1321874.750000 Penalty: 923.239807
	Iteration 30Q: 3 clusters Score -1321875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1321875.375000 Penalty: 923.239807
	Iteration 31Q: 3 clusters Score -1321875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1321885.750000 Penalty: 923.239807
	Iteration 32Q: 3 clusters Score -1321886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1321889.375000 Penalty: 923.239807
	Iteration 33Q: 3 clusters Score -1321889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1321894.875000 Penalty: 923.239807
	Iteration 34Q: 3 clusters Score -1321895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1321895.375000 Penalty: 923.239807
	Iteration 35Q: 3 clusters Score -1321895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1321905.000000 Penalty: 923.239807
	Iteration 36Q: 3 clusters Score -1321905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1321906.625000 Penalty: 923.239807
	Iteration 37Q: 3 clusters Score -1321907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1321909.500000 Penalty: 923.239807
	Iteration 38Q: 3 clusters Score -1321910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1321911.125000 Penalty: 923.239807
	Iteration 39Q: 3 clusters Score -1321911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1321914.125000 Penalty: 923.239807
	Iteration 40F: 3 clusters Score -1321914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1321918.875000 Penalty: 923.239807
	Iteration 41Q: 3 clusters Score -1321919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1321924.125000 Penalty: 923.239807
	Iteration 42Q: 3 clusters Score -1321924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1321925.875000 Penalty: 923.239807
	Iteration 43Q: 3 clusters Score -1321926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1321927.500000 Penalty: 923.239807
	Iteration 44Q: 3 clusters Score -1321928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1321929.375000 Penalty: 923.239807
	Iteration 45Q: 3 clusters Score -1321929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1321928.500000 Penalty: 923.239807
	Iteration 46Q: 3 clusters Score -1321928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1321928.750000 Penalty: 923.239807
	Iteration 47Q: 3 clusters Score -1321929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1321931.125000 Penalty: 923.239807
	Iteration 48Q: 3 clusters Score -1321931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1321930.500000 Penalty: 923.239807
	Iteration 49Q: 3 clusters Score -1321930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1321931.125000 Penalty: 923.239807
	Iteration 50Q: 3 clusters Score -1321931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1321931.125000 Penalty: 923.239807
	Iteration 51F: 3 clusters Score -1321931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 1597 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340542 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 72257 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16431 members 
Mstep: Class 18 contains 30855 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 25476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299850.000000 Penalty: 15594.104492
Iteration 279Q: 27 clusters Score -2.529985e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340560 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 1769 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 72149 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16321 members 
Mstep: Class 18 contains 30853 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2177 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9044 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 25746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299906.000000 Penalty: 15594.104492
Iteration 280F: 27 clusters Score -2.529991e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340545 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 72058 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16201 members 
Mstep: Class 18 contains 30841 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 1146 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 26040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299904.000000 Penalty: 15594.104492
Iteration 281Q: 27 clusters Score -2.52999e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340547 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 71972 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 16092 members 
Mstep: Class 18 contains 30838 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2173 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9064 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 26293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299926.000000 Penalty: 15594.104492
Iteration 282Q: 27 clusters Score -2.529993e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340578 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 71856 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 30843 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2170 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9068 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 26554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299948.000000 Penalty: 15594.104492
Iteration 283Q: 27 clusters Score -2.529995e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 5917 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340557 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3048 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 71748 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9074 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 26844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299954.000000 Penalty: 15594.104492
Iteration 284Q: 27 clusters Score -2.529995e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340497 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 71657 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15693 members 
Mstep: Class 18 contains 30876 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2162 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9083 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 27141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300060.000000 Penalty: 15594.104492
Iteration 285Q: 27 clusters Score -2.530006e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340464 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 71545 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15568 members 
Mstep: Class 18 contains 30899 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 27419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300178.000000 Penalty: 15594.104492
Iteration 286Q: 27 clusters Score -2.530018e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 5853 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340428 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 1752 members 
Mstep: Class 14 contains 6802 members 
Mstep: Class 15 contains 71437 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 30921 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 27686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300280.000000 Penalty: 15594.104492
Iteration 287Q: 27 clusters Score -2.530028e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 5833 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340424 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 71345 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15328 members 
Mstep: Class 18 contains 30930 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 27933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300202.000000 Penalty: 15594.104492
Iteration 288Q: 27 clusters Score -2.53002e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5813 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340387 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3028 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 71243 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 30939 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9124 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 28196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300192.000000 Penalty: 15594.104492
Iteration 289Q: 27 clusters Score -2.530019e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5798 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340367 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1745 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 71151 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 18 contains 30950 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2147 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9134 members 
Mstep: Class 24 contains 1134 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 28419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300254.000000 Penalty: 15594.104492
Iteration 290Q: 27 clusters Score -2.530025e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340359 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 71061 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 15017 members 
Mstep: Class 18 contains 30966 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 28638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300290.000000 Penalty: 15594.104492
Iteration 291Q: 27 clusters Score -2.530029e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340369 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 70949 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14913 members 
Mstep: Class 18 contains 30998 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9159 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 28848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300286.000000 Penalty: 15594.104492
Iteration 292Q: 27 clusters Score -2.530029e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340392 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 70847 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14811 members 
Mstep: Class 18 contains 31028 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2123 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300332.000000 Penalty: 15594.104492
Iteration 293Q: 27 clusters Score -2.530033e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340443 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 70729 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14706 members 
Mstep: Class 18 contains 31062 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2117 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300278.000000 Penalty: 15594.104492
Iteration 294Q: 27 clusters Score -2.530028e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5692 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340498 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 6834 members 
Mstep: Class 15 contains 70645 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14599 members 
Mstep: Class 18 contains 31094 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2111 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9203 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300302.000000 Penalty: 15594.104492
Iteration 295Q: 27 clusters Score -2.53003e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 1563 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340542 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 70588 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14454 members 
Mstep: Class 18 contains 31124 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2102 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9206 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300354.000000 Penalty: 15594.104492
Iteration 296Q: 27 clusters Score -2.530035e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340584 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2876 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 6844 members 
Mstep: Class 15 contains 70513 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14316 members 
Mstep: Class 18 contains 31151 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2095 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9210 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300530.000000 Penalty: 15594.104492
Iteration 297Q: 27 clusters Score -2.530053e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340650 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 6854 members 
Mstep: Class 15 contains 70427 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14189 members 
Mstep: Class 18 contains 31168 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9212 members 
Mstep: Class 24 contains 1116 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 29965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300540.000000 Penalty: 15594.104492
Iteration 298Q: 27 clusters Score -2.530054e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340672 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1716 members 
Mstep: Class 14 contains 6865 members 
Mstep: Class 15 contains 70333 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 31202 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9217 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 30175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300526.000000 Penalty: 15594.104492
Iteration 299Q: 27 clusters Score -2.530053e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340679 members 
Mstep: Class 9 contains 1060 members 
Mstep: Class 10 contains 2771 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1713 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 15 contains 70234 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 14031 members 
Mstep: Class 18 contains 31222 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2077 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9228 members 
Mstep: Class 24 contains 1111 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 30369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300594.000000 Penalty: 15594.104492
Iteration 300F: 27 clusters Score -2.530059e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340698 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1707 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 70131 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2071 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9231 members 
Mstep: Class 24 contains 1108 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 30564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300564.000000 Penalty: 15594.104492
Iteration 301Q: 27 clusters Score -2.530056e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340695 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1559 members 
Mstep: Class 13 contains 1699 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 70046 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13862 members 
Mstep: Class 18 contains 31279 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9245 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 30763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300600.000000 Penalty: 15594.104492
Iteration 302Q: 27 clusters Score -2.53006e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340685 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 6904 members 
Mstep: Class 15 contains 69961 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13782 members 
Mstep: Class 18 contains 31311 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9256 members 
Mstep: Class 24 contains 1100 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 30963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300646.000000 Penalty: 15594.104492
Iteration 303Q: 27 clusters Score -2.530065e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340675 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 2660 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 6924 members 
Mstep: Class 15 contains 69875 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 31333 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 1097 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 31169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300734.000000 Penalty: 15594.104492
Iteration 304Q: 27 clusters Score -2.530073e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5525 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340664 members 
Mstep: Class 9 contains 1062 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 6939 members 
Mstep: Class 15 contains 69792 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 31347 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300786.000000 Penalty: 15594.104492
Iteration 305Q: 27 clusters Score -2.530079e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340656 members 
Mstep: Class 9 contains 1063 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 69688 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13534 members 
Mstep: Class 18 contains 31373 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2019 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9297 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 31572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300878.000000 Penalty: 15594.104492
Iteration 306Q: 27 clusters Score -2.530088e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340666 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 6974 members 
Mstep: Class 15 contains 69584 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13455 members 
Mstep: Class 18 contains 31406 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 31749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300954.000000 Penalty: 15594.104492
Iteration 307Q: 27 clusters Score -2.530095e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 340704 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 69457 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 31429 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 1093 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 31927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300928.000000 Penalty: 15594.104492
Iteration 308Q: 27 clusters Score -2.530093e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340726 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 7020 members 
Mstep: Class 15 contains 69338 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 31443 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 1090 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 32109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300942.000000 Penalty: 15594.104492
Iteration 309Q: 27 clusters Score -2.530094e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340752 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1648 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 69220 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13223 members 
Mstep: Class 18 contains 31468 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 2000 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 1088 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 32288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300900.000000 Penalty: 15594.104492
Iteration 310Q: 27 clusters Score -2.53009e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340776 members 
Mstep: Class 9 contains 1066 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 69085 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13149 members 
Mstep: Class 18 contains 31493 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9345 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 32490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301080.000000 Penalty: 15594.104492
Iteration 311Q: 27 clusters Score -2.530108e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5408 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340814 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 7051 members 
Mstep: Class 15 contains 68937 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 31519 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1990 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9349 members 
Mstep: Class 24 contains 1087 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 32682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301070.000000 Penalty: 15594.104492
Iteration 312Q: 27 clusters Score -2.530107e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340836 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 1627 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 68808 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 31531 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1988 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 32870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301092.000000 Penalty: 15594.104492
Iteration 313Q: 27 clusters Score -2.530109e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340863 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 68695 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12942 members 
Mstep: Class 18 contains 31538 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9362 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301246.000000 Penalty: 15594.104492
Iteration 314Q: 27 clusters Score -2.530125e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340867 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 7074 members 
Mstep: Class 15 contains 68602 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 31543 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9370 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301292.000000 Penalty: 15594.104492
Iteration 315Q: 27 clusters Score -2.530129e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340865 members 
Mstep: Class 9 contains 1087 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 1606 members 
Mstep: Class 14 contains 7077 members 
Mstep: Class 15 contains 68507 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 18 contains 31564 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 1081 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301310.000000 Penalty: 15594.104492
Iteration 316Q: 27 clusters Score -2.530131e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340873 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 7080 members 
Mstep: Class 15 contains 68407 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 31585 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9387 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301396.000000 Penalty: 15594.104492
Iteration 317Q: 27 clusters Score -2.53014e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5285 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340887 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 1590 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 68299 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 31601 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1976 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301476.000000 Penalty: 15594.104492
Iteration 318Q: 27 clusters Score -2.530148e+07 nChanged 440
Entering ConstructFrom: 
Score: -25301476.000000 Penalty: 15594.104492
Entering ConstructFrom: 
Trying to split cluster 1 (6076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Entering Unmasked Estep 
Score: -279423.562500 Penalty: 396.400635
	Iteration 0F: 2 clusters Score -279423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -275296.437500 Penalty: 792.801270
	Iteration 0F: 3 clusters Score -275296.4 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -276863.093750 Penalty: 792.801270
	Iteration 1F: 3 clusters Score -276863.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -277043.281250 Penalty: 792.801270
	Iteration 2F: 3 clusters Score -277043.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -277318.625000 Penalty: 792.801270
	Iteration 3F: 3 clusters Score -277318.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -277638.750000 Penalty: 792.801270
	Iteration 4F: 3 clusters Score -277638.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -277940.062500 Penalty: 792.801270
	Iteration 5F: 3 clusters Score -277940.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -278223.281250 Penalty: 792.801270
	Iteration 6F: 3 clusters Score -278223.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -278460.000000 Penalty: 792.801270
	Iteration 7F: 3 clusters Score -278460 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -278588.562500 Penalty: 792.801270
	Iteration 8Q: 3 clusters Score -278588.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -278643.468750 Penalty: 792.801270
	Iteration 9Q: 3 clusters Score -278643.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -278668.625000 Penalty: 792.801270
	Iteration 10Q: 3 clusters Score -278668.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -278685.031250 Penalty: 792.801270
	Iteration 11Q: 3 clusters Score -278685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -278699.562500 Penalty: 792.801270
	Iteration 12Q: 3 clusters Score -278699.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -278716.093750 Penalty: 792.801270
	Iteration 13Q: 3 clusters Score -278716.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -278729.968750 Penalty: 792.801270
	Iteration 14Q: 3 clusters Score -278730 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -278748.875000 Penalty: 792.801270
	Iteration 15Q: 3 clusters Score -278748.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -278767.437500 Penalty: 792.801270
	Iteration 16Q: 3 clusters Score -278767.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -278789.843750 Penalty: 792.801270
	Iteration 17Q: 3 clusters Score -278789.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -278808.156250 Penalty: 792.801270
	Iteration 18Q: 3 clusters Score -278808.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -278829.062500 Penalty: 792.801270
	Iteration 19Q: 3 clusters Score -278829.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -278855.250000 Penalty: 792.801270
	Iteration 20F: 3 clusters Score -278855.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -278885.531250 Penalty: 792.801270
	Iteration 21Q: 3 clusters Score -278885.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -278926.187500 Penalty: 792.801270
	Iteration 22Q: 3 clusters Score -278926.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -278954.750000 Penalty: 792.801270
	Iteration 23Q: 3 clusters Score -278954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -278968.437500 Penalty: 792.801270
	Iteration 24Q: 3 clusters Score -278968.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -278975.000000 Penalty: 792.801270
	Iteration 25Q: 3 clusters Score -278975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -278979.500000 Penalty: 792.801270
	Iteration 26Q: 3 clusters Score -278979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -278984.375000 Penalty: 792.801270
	Iteration 27Q: 3 clusters Score -278984.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -278987.156250 Penalty: 792.801270
	Iteration 28Q: 3 clusters Score -278987.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -278990.656250 Penalty: 792.801270
	Iteration 29Q: 3 clusters Score -278990.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -278994.031250 Penalty: 792.801270
	Iteration 30Q: 3 clusters Score -278994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -278996.906250 Penalty: 792.801270
	Iteration 31Q: 3 clusters Score -278996.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -279001.375000 Penalty: 792.801270
	Iteration 32Q: 3 clusters Score -279001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -279004.218750 Penalty: 792.801270
	Iteration 33Q: 3 clusters Score -279004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -279006.843750 Penalty: 792.801270
	Iteration 34Q: 3 clusters Score -279006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -279007.500000 Penalty: 792.801270
	Iteration 35Q: 3 clusters Score -279007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -279008.593750 Penalty: 792.801270
	Iteration 36Q: 3 clusters Score -279008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -279009.093750 Penalty: 792.801270
	Iteration 37Q: 3 clusters Score -279009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -279008.906250 Penalty: 792.801270
	Iteration 38Q: 3 clusters Score -279008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -279008.968750 Penalty: 792.801270
	Iteration 39Q: 3 clusters Score -279009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -279010.062500 Penalty: 792.801270
	Iteration 40F: 3 clusters Score -279010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -279009.281250 Penalty: 792.801270
	Iteration 41Q: 3 clusters Score -279009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -279010.000000 Penalty: 792.801270
	Iteration 42Q: 3 clusters Score -279010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -279010.062500 Penalty: 792.801270
	Iteration 43Q: 3 clusters Score -279010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -279009.968750 Penalty: 792.801270
	Iteration 44Q: 3 clusters Score -279010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -279009.968750 Penalty: 792.801270
	Iteration 45F: 3 clusters Score -279010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7498.025391 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7498.025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7554.124512 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7554.125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7568.755859 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7568.756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7574.308105 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7574.308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7583.652344 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7583.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7590.771973 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7590.772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7593.447266 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7593.447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7593.447266 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -7593.447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10036.559570 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10036.56 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 125 members 
Entering Unmasked Estep 
Score: -9704.757812 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -9704.758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9805.680664 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -9805.681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9854.928711 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -9854.929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9887.751953 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -9887.752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9896.819336 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -9896.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9896.819336 Penalty: 503.897430
	Iteration 5F: 3 clusters Score -9896.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -54129.230469 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -54129.23 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 599 members 
Entering Unmasked Estep 
Score: -53198.375000 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -53198.38 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -53566.480469 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -53566.48 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -53739.597656 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -53739.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53868.570312 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -53868.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53944.632812 Penalty: 648.473938
	Iteration 4F: 3 clusters Score -53944.63 nChanged 49
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: -53979.089844 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -53979.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53998.542969 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -53998.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54012.183594 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -54012.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54019.070312 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -54019.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54022.992188 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -54022.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54026.136719 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -54026.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54026.906250 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -54026.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54027.929688 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -54027.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54028.625000 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -54028.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54029.320312 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -54029.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54031.988281 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -54031.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54034.031250 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -54034.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54034.464844 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -54034.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54034.996094 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -54035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54035.542969 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -54035.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54035.617188 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -54035.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -254145.984375 Penalty: 389.925262
	Iteration 0F: 2 clusters Score -254146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -250569.203125 Penalty: 779.850525
	Iteration 0F: 3 clusters Score -250569.2 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -251985.421875 Penalty: 779.850525
	Iteration 1F: 3 clusters Score -251985.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -252173.968750 Penalty: 779.850525
	Iteration 2F: 3 clusters Score -252174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -252462.375000 Penalty: 779.850525
	Iteration 3F: 3 clusters Score -252462.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -252813.343750 Penalty: 779.850525
	Iteration 4F: 3 clusters Score -252813.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -253194.484375 Penalty: 779.850525
	Iteration 5F: 3 clusters Score -253194.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -253474.765625 Penalty: 779.850525
	Iteration 6Q: 3 clusters Score -253474.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -253611.390625 Penalty: 779.850525
	Iteration 7Q: 3 clusters Score -253611.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -253673.218750 Penalty: 779.850525
	Iteration 8Q: 3 clusters Score -253673.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -253714.062500 Penalty: 779.850525
	Iteration 9Q: 3 clusters Score -253714.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -253739.093750 Penalty: 779.850525
	Iteration 10Q: 3 clusters Score -253739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -253758.390625 Penalty: 779.850525
	Iteration 11Q: 3 clusters Score -253758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -253770.359375 Penalty: 779.850525
	Iteration 12Q: 3 clusters Score -253770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -253780.046875 Penalty: 779.850525
	Iteration 13Q: 3 clusters Score -253780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -253787.734375 Penalty: 779.850525
	Iteration 14Q: 3 clusters Score -253787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -253793.312500 Penalty: 779.850525
	Iteration 15Q: 3 clusters Score -253793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -253798.421875 Penalty: 779.850525
	Iteration 16Q: 3 clusters Score -253798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -253802.937500 Penalty: 779.850525
	Iteration 17Q: 3 clusters Score -253802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -253805.406250 Penalty: 779.850525
	Iteration 18Q: 3 clusters Score -253805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -253807.437500 Penalty: 779.850525
	Iteration 19Q: 3 clusters Score -253807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -253808.500000 Penalty: 779.850525
	Iteration 20F: 3 clusters Score -253808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -253810.359375 Penalty: 779.850525
	Iteration 21Q: 3 clusters Score -253810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -253812.453125 Penalty: 779.850525
	Iteration 22Q: 3 clusters Score -253812.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -253814.171875 Penalty: 779.850525
	Iteration 23Q: 3 clusters Score -253814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -253815.703125 Penalty: 779.850525
	Iteration 24Q: 3 clusters Score -253815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -253815.687500 Penalty: 779.850525
	Iteration 25Q: 3 clusters Score -253815.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -253815.687500 Penalty: 779.850525
	Iteration 26F: 3 clusters Score -253815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -67182.617188 Penalty: 328.460388
	Iteration 0F: 2 clusters Score -67182.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -66123.976562 Penalty: 656.920776
	Iteration 0F: 3 clusters Score -66123.98 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66450.390625 Penalty: 656.920776
	Iteration 1F: 3 clusters Score -66450.39 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -66501.140625 Penalty: 656.920776
	Iteration 2F: 3 clusters Score -66501.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66528.242188 Penalty: 656.920776
	Iteration 3Q: 3 clusters Score -66528.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66543.382812 Penalty: 656.920776
	Iteration 4Q: 3 clusters Score -66543.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66552.195312 Penalty: 656.920776
	Iteration 5Q: 3 clusters Score -66552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66558.835938 Penalty: 656.920776
	Iteration 6Q: 3 clusters Score -66558.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -66563.726562 Penalty: 656.920776
	Iteration 7Q: 3 clusters Score -66563.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66568.476562 Penalty: 656.920776
	Iteration 8Q: 3 clusters Score -66568.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66574.921875 Penalty: 656.920776
	Iteration 9Q: 3 clusters Score -66574.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66585.781250 Penalty: 656.920776
	Iteration 10Q: 3 clusters Score -66585.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66599.617188 Penalty: 656.920776
	Iteration 11Q: 3 clusters Score -66599.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66615.171875 Penalty: 656.920776
	Iteration 12Q: 3 clusters Score -66615.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66633.054688 Penalty: 656.920776
	Iteration 13Q: 3 clusters Score -66633.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66661.406250 Penalty: 656.920776
	Iteration 14Q: 3 clusters Score -66661.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66694.609375 Penalty: 656.920776
	Iteration 15Q: 3 clusters Score -66694.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66732.304688 Penalty: 656.920776
	Iteration 16Q: 3 clusters Score -66732.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66771.179688 Penalty: 656.920776
	Iteration 17Q: 3 clusters Score -66771.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66808.445312 Penalty: 656.920776
	Iteration 18Q: 3 clusters Score -66808.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -66844.070312 Penalty: 656.920776
	Iteration 19Q: 3 clusters Score -66844.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -66866.742188 Penalty: 656.920776
	Iteration 20F: 3 clusters Score -66866.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -66879.953125 Penalty: 656.920776
	Iteration 21Q: 3 clusters Score -66879.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -66891.281250 Penalty: 656.920776
	Iteration 22Q: 3 clusters Score -66891.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -66899.015625 Penalty: 656.920776
	Iteration 23Q: 3 clusters Score -66899.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -66909.445312 Penalty: 656.920776
	Iteration 24Q: 3 clusters Score -66909.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -66916.460938 Penalty: 656.920776
	Iteration 25Q: 3 clusters Score -66916.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -66922.265625 Penalty: 656.920776
	Iteration 26Q: 3 clusters Score -66922.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -66922.265625 Penalty: 656.920776
	Iteration 27F: 3 clusters Score -66922.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -16879.093750 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -16879.09 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 184 members 
Entering Unmasked Estep 
Score: -16469.681641 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -16469.68 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16587.806641 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -16587.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16619.798828 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -16619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16638.892578 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -16638.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16651.732422 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -16651.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16658.767578 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -16658.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16668.273438 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -16668.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16678.457031 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -16678.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16681.599609 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -16681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16682.890625 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -16682.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16682.890625 Penalty: 536.640991
	Iteration 10F: 3 clusters Score -16682.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (340891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340891 members 
Entering Unmasked Estep 
Score: -16577966.000000 Penalty: 579.638977
	Iteration 0F: 2 clusters Score -1.657797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 170541 members 
Entering Unmasked Estep 
Score: -16369888.000000 Penalty: 1159.277954
	Iteration 0F: 3 clusters Score -1.636989e+07 nChanged 168293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -16477710.000000 Penalty: 1159.277954
	Iteration 1F: 3 clusters Score -1.647771e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 196920 members 
Entering Unmasked Estep 
Score: -16483663.000000 Penalty: 1159.277954
	Iteration 2Q: 3 clusters Score -1.648366e+07 nChanged 18301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 208583 members 
Entering Unmasked Estep 
Score: -16492048.000000 Penalty: 1159.277954
	Iteration 3F: 3 clusters Score -1.649205e+07 nChanged 20394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117452 members 
Mstep: Class 2 contains 223439 members 
Entering Unmasked Estep 
Score: -16504023.000000 Penalty: 1159.277954
	Iteration 4F: 3 clusters Score -1.650402e+07 nChanged 21812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 240695 members 
Entering Unmasked Estep 
Score: -16520643.000000 Penalty: 1159.277954
	Iteration 5F: 3 clusters Score -1.652064e+07 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 256852 members 
Entering Unmasked Estep 
Score: -16537822.000000 Penalty: 1159.277954
	Iteration 6F: 3 clusters Score -1.653782e+07 nChanged 16480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 268514 members 
Entering Unmasked Estep 
Score: -16548886.000000 Penalty: 1159.277954
	Iteration 7Q: 3 clusters Score -1.654889e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 276105 members 
Entering Unmasked Estep 
Score: -16554084.000000 Penalty: 1159.277954
	Iteration 8Q: 3 clusters Score -1.655408e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 282215 members 
Entering Unmasked Estep 
Score: -16556541.000000 Penalty: 1159.277954
	Iteration 9Q: 3 clusters Score -1.655654e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 287570 members 
Entering Unmasked Estep 
Score: -16558012.000000 Penalty: 1159.277954
	Iteration 10Q: 3 clusters Score -1.655801e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 292409 members 
Entering Unmasked Estep 
Score: -16558799.000000 Penalty: 1159.277954
	Iteration 11Q: 3 clusters Score -1.65588e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 296860 members 
Entering Unmasked Estep 
Score: -16559920.000000 Penalty: 1159.277954
	Iteration 12Q: 3 clusters Score -1.655992e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 301053 members 
Entering Unmasked Estep 
Score: -16560789.000000 Penalty: 1159.277954
	Iteration 13Q: 3 clusters Score -1.656079e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 304994 members 
Entering Unmasked Estep 
Score: -16561686.000000 Penalty: 1159.277954
	Iteration 14Q: 3 clusters Score -1.656169e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 308680 members 
Entering Unmasked Estep 
Score: -16562724.000000 Penalty: 1159.277954
	Iteration 15Q: 3 clusters Score -1.656272e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 312143 members 
Entering Unmasked Estep 
Score: -16563494.000000 Penalty: 1159.277954
	Iteration 16Q: 3 clusters Score -1.656349e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 315317 members 
Entering Unmasked Estep 
Score: -16564544.000000 Penalty: 1159.277954
	Iteration 17Q: 3 clusters Score -1.656454e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 318271 members 
Entering Unmasked Estep 
Score: -16565646.000000 Penalty: 1159.277954
	Iteration 18Q: 3 clusters Score -1.656565e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 321125 members 
Entering Unmasked Estep 
Score: -16567030.000000 Penalty: 1159.277954
	Iteration 19Q: 3 clusters Score -1.656703e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 323745 members 
Entering Unmasked Estep 
Score: -16568215.000000 Penalty: 1159.277954
	Iteration 20F: 3 clusters Score -1.656822e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 326191 members 
Entering Unmasked Estep 
Score: -16569546.000000 Penalty: 1159.277954
	Iteration 21Q: 3 clusters Score -1.656955e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 328439 members 
Entering Unmasked Estep 
Score: -16570877.000000 Penalty: 1159.277954
	Iteration 22Q: 3 clusters Score -1.657088e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 330432 members 
Entering Unmasked Estep 
Score: -16572331.000000 Penalty: 1159.277954
	Iteration 23Q: 3 clusters Score -1.657233e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 332269 members 
Entering Unmasked Estep 
Score: -16573612.000000 Penalty: 1159.277954
	Iteration 24Q: 3 clusters Score -1.657361e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 333835 members 
Entering Unmasked Estep 
Score: -16574589.000000 Penalty: 1159.277954
	Iteration 25Q: 3 clusters Score -1.657459e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 335204 members 
Entering Unmasked Estep 
Score: -16575097.000000 Penalty: 1159.277954
	Iteration 26Q: 3 clusters Score -1.65751e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 336370 members 
Entering Unmasked Estep 
Score: -16575472.000000 Penalty: 1159.277954
	Iteration 27Q: 3 clusters Score -1.657547e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 337330 members 
Entering Unmasked Estep 
Score: -16575916.000000 Penalty: 1159.277954
	Iteration 28Q: 3 clusters Score -1.657592e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 338146 members 
Entering Unmasked Estep 
Score: -16576324.000000 Penalty: 1159.277954
	Iteration 29Q: 3 clusters Score -1.657632e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 338838 members 
Entering Unmasked Estep 
Score: -16576569.000000 Penalty: 1159.277954
	Iteration 30Q: 3 clusters Score -1.657657e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 339317 members 
Entering Unmasked Estep 
Score: -16576795.000000 Penalty: 1159.277954
	Iteration 31Q: 3 clusters Score -1.65768e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 339695 members 
Entering Unmasked Estep 
Score: -16576999.000000 Penalty: 1159.277954
	Iteration 32Q: 3 clusters Score -1.6577e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 339979 members 
Entering Unmasked Estep 
Score: -16577123.000000 Penalty: 1159.277954
	Iteration 33Q: 3 clusters Score -1.657712e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 340179 members 
Entering Unmasked Estep 
Score: -16577225.000000 Penalty: 1159.277954
	Iteration 34Q: 3 clusters Score -1.657722e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340323 members 
Entering Unmasked Estep 
Score: -16577271.000000 Penalty: 1159.277954
	Iteration 35Q: 3 clusters Score -1.657727e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 340423 members 
Entering Unmasked Estep 
Score: -16577318.000000 Penalty: 1159.277954
	Iteration 36Q: 3 clusters Score -1.657732e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 340495 members 
Entering Unmasked Estep 
Score: -16577343.000000 Penalty: 1159.277954
	Iteration 37Q: 3 clusters Score -1.657734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 340548 members 
Entering Unmasked Estep 
Score: -16577391.000000 Penalty: 1159.277954
	Iteration 38Q: 3 clusters Score -1.657739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 340583 members 
Entering Unmasked Estep 
Score: -16577421.000000 Penalty: 1159.277954
	Iteration 39Q: 3 clusters Score -1.657742e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340601 members 
Entering Unmasked Estep 
Score: -16577441.000000 Penalty: 1159.277954
	Iteration 40F: 3 clusters Score -1.657744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340622 members 
Entering Unmasked Estep 
Score: -16577445.000000 Penalty: 1159.277954
	Iteration 41Q: 3 clusters Score -1.657744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 340637 members 
Entering Unmasked Estep 
Score: -16577448.000000 Penalty: 1159.277954
	Iteration 42Q: 3 clusters Score -1.657745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 340650 members 
Entering Unmasked Estep 
Score: -16577467.000000 Penalty: 1159.277954
	Iteration 43Q: 3 clusters Score -1.657747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 340661 members 
Entering Unmasked Estep 
Score: -16577464.000000 Penalty: 1159.277954
	Iteration 44Q: 3 clusters Score -1.657746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 340674 members 
Entering Unmasked Estep 
Score: -16577485.000000 Penalty: 1159.277954
	Iteration 45Q: 3 clusters Score -1.657748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340682 members 
Entering Unmasked Estep 
Score: -16577500.000000 Penalty: 1159.277954
	Iteration 46Q: 3 clusters Score -1.65775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 340687 members 
Entering Unmasked Estep 
Score: -16577503.000000 Penalty: 1159.277954
	Iteration 47Q: 3 clusters Score -1.65775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 340696 members 
Entering Unmasked Estep 
Score: -16577507.000000 Penalty: 1159.277954
	Iteration 48Q: 3 clusters Score -1.657751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 340699 members 
Entering Unmasked Estep 
Score: -16577506.000000 Penalty: 1159.277954
	Iteration 49Q: 3 clusters Score -1.657751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 340700 members 
Entering Unmasked Estep 
Score: -16577506.000000 Penalty: 1159.277954
	Iteration 50Q: 3 clusters Score -1.657751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340703 members 
Entering Unmasked Estep 
Score: -16577511.000000 Penalty: 1159.277954
	Iteration 51Q: 3 clusters Score -1.657751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 340704 members 
Entering Unmasked Estep 
Score: -16577514.000000 Penalty: 1159.277954
	Iteration 52Q: 3 clusters Score -1.657751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 340707 members 
Entering Unmasked Estep 
Score: -16577501.000000 Penalty: 1159.277954
	Iteration 53Q: 3 clusters Score -1.65775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340709 members 
Entering Unmasked Estep 
Score: -16577503.000000 Penalty: 1159.277954
	Iteration 54Q: 3 clusters Score -1.65775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 340710 members 
Entering Unmasked Estep 
Score: -16577501.000000 Penalty: 1159.277954
	Iteration 55Q: 3 clusters Score -1.65775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340709 members 
Entering Unmasked Estep 
Score: -16577512.000000 Penalty: 1159.277954
	Iteration 56Q: 3 clusters Score -1.657751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 340709 members 
Entering Unmasked Estep 
Score: -16577508.000000 Penalty: 1159.277954
	Iteration 57Q: 3 clusters Score -1.657751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 340710 members 
Entering Unmasked Estep 
Score: -16577509.000000 Penalty: 1159.277954
	Iteration 58Q: 3 clusters Score -1.657751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340711 members 
Entering Unmasked Estep 
Score: -16577501.000000 Penalty: 1159.277954
	Iteration 59Q: 3 clusters Score -1.65775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340711 members 
Entering Unmasked Estep 
Score: -16577501.000000 Penalty: 1159.277954
	Iteration 60F: 3 clusters Score -1.65775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -58901.906250 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -58901.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -58009.703125 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -58009.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58254.988281 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -58254.99 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58290.835938 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -58290.84 nChanged 44
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: -58307.753906 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -58307.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58322.093750 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -58322.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58335.906250 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -58335.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58353.695312 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -58353.7 nChanged 30
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: -58371.371094 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -58371.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -58392.125000 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -58392.12 nChanged 42
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: -58423.003906 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -58423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -58447.664062 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -58447.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58469.292969 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -58469.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -58490.089844 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -58490.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -58505.117188 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -58505.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -58515.187500 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -58515.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -58520.605469 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -58520.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -58523.027344 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -58523.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -58526.382812 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -58526.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58532.777344 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -58532.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -58537.671875 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -58537.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -58540.003906 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -58540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -58541.496094 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -58541.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -58543.335938 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -58543.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -58544.421875 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -58544.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -58545.835938 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -58545.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -58548.433594 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -58548.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58550.859375 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -58550.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -58553.542969 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -58553.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -58558.027344 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -58558.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -58559.339844 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -58559.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -58559.933594 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -58559.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -58560.804688 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -58560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -58561.367188 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -58561.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -58561.367188 Penalty: 637.113342
	Iteration 33F: 3 clusters Score -58561.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -124522.820312 Penalty: 355.186157
	Iteration 0F: 2 clusters Score -124522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -122786.953125 Penalty: 710.372314
	Iteration 0F: 3 clusters Score -122787 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -123423.460938 Penalty: 710.372314
	Iteration 1F: 3 clusters Score -123423.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -123579.812500 Penalty: 710.372314
	Iteration 2F: 3 clusters Score -123579.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -123727.117188 Penalty: 710.372314
	Iteration 3F: 3 clusters Score -123727.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -123851.132812 Penalty: 710.372314
	Iteration 4F: 3 clusters Score -123851.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -123948.578125 Penalty: 710.372314
	Iteration 5Q: 3 clusters Score -123948.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -124008.500000 Penalty: 710.372314
	Iteration 6Q: 3 clusters Score -124008.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -124061.718750 Penalty: 710.372314
	Iteration 7Q: 3 clusters Score -124061.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -124136.820312 Penalty: 710.372314
	Iteration 8Q: 3 clusters Score -124136.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -124202.734375 Penalty: 710.372314
	Iteration 9Q: 3 clusters Score -124202.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -124235.937500 Penalty: 710.372314
	Iteration 10Q: 3 clusters Score -124235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -124245.570312 Penalty: 710.372314
	Iteration 11Q: 3 clusters Score -124245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -124248.164062 Penalty: 710.372314
	Iteration 12Q: 3 clusters Score -124248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -124250.312500 Penalty: 710.372314
	Iteration 13Q: 3 clusters Score -124250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -124251.820312 Penalty: 710.372314
	Iteration 14Q: 3 clusters Score -124251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -124253.804688 Penalty: 710.372314
	Iteration 15Q: 3 clusters Score -124253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -124254.320312 Penalty: 710.372314
	Iteration 16Q: 3 clusters Score -124254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -124254.265625 Penalty: 710.372314
	Iteration 17Q: 3 clusters Score -124254.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -124254.265625 Penalty: 710.372314
	Iteration 18F: 3 clusters Score -124254.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39073.609375 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39073.61 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39306.308594 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39306.31 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39384.859375 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39384.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39441.875000 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39441.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39509.542969 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39509.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39580.300781 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -39580.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39639.585938 Penalty: 614.243774
	Iteration 6F: 3 clusters Score -39639.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39693.488281 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39693.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39724.378906 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39724.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39740.171875 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39740.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39746.558594 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39746.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39752.324219 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39752.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39756.164062 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39756.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39762.066406 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39762.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39766.367188 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39766.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39771.855469 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39771.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39777.542969 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39777.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39785.750000 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39785.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39791.125000 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39791.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39795.242188 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39795.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39795.511719 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39795.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -80128.507812 Penalty: 335.000366
	Iteration 0F: 2 clusters Score -80128.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -78961.898438 Penalty: 670.000732
	Iteration 0F: 3 clusters Score -78961.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79289.210938 Penalty: 670.000732
	Iteration 1F: 3 clusters Score -79289.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -79346.296875 Penalty: 670.000732
	Iteration 2F: 3 clusters Score -79346.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -79391.976562 Penalty: 670.000732
	Iteration 3F: 3 clusters Score -79391.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79418.453125 Penalty: 670.000732
	Iteration 4Q: 3 clusters Score -79418.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -79436.789062 Penalty: 670.000732
	Iteration 5Q: 3 clusters Score -79436.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -79453.242188 Penalty: 670.000732
	Iteration 6Q: 3 clusters Score -79453.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -79470.406250 Penalty: 670.000732
	Iteration 7Q: 3 clusters Score -79470.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -79484.789062 Penalty: 670.000732
	Iteration 8Q: 3 clusters Score -79484.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -79505.703125 Penalty: 670.000732
	Iteration 9Q: 3 clusters Score -79505.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -79524.593750 Penalty: 670.000732
	Iteration 10Q: 3 clusters Score -79524.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -79557.929688 Penalty: 670.000732
	Iteration 11Q: 3 clusters Score -79557.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79592.109375 Penalty: 670.000732
	Iteration 12Q: 3 clusters Score -79592.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79619.796875 Penalty: 670.000732
	Iteration 13Q: 3 clusters Score -79619.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -79645.828125 Penalty: 670.000732
	Iteration 14Q: 3 clusters Score -79645.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -79666.601562 Penalty: 670.000732
	Iteration 15Q: 3 clusters Score -79666.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79683.726562 Penalty: 670.000732
	Iteration 16Q: 3 clusters Score -79683.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -79700.664062 Penalty: 670.000732
	Iteration 17Q: 3 clusters Score -79700.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -79716.320312 Penalty: 670.000732
	Iteration 18Q: 3 clusters Score -79716.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -79733.757812 Penalty: 670.000732
	Iteration 19Q: 3 clusters Score -79733.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79748.562500 Penalty: 670.000732
	Iteration 20F: 3 clusters Score -79748.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -79755.968750 Penalty: 670.000732
	Iteration 21Q: 3 clusters Score -79755.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -79763.000000 Penalty: 670.000732
	Iteration 22Q: 3 clusters Score -79763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -79767.867188 Penalty: 670.000732
	Iteration 23Q: 3 clusters Score -79767.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -79772.656250 Penalty: 670.000732
	Iteration 24Q: 3 clusters Score -79772.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -79779.476562 Penalty: 670.000732
	Iteration 25Q: 3 clusters Score -79779.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -79781.328125 Penalty: 670.000732
	Iteration 26Q: 3 clusters Score -79781.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -79783.304688 Penalty: 670.000732
	Iteration 27Q: 3 clusters Score -79783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79783.820312 Penalty: 670.000732
	Iteration 28Q: 3 clusters Score -79783.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79783.820312 Penalty: 670.000732
	Iteration 29F: 3 clusters Score -79783.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -72919.796875 Penalty: 335.058075
	Iteration 0F: 2 clusters Score -72919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71739.000000 Penalty: 670.116150
	Iteration 0F: 3 clusters Score -71739 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72126.406250 Penalty: 670.116150
	Iteration 1F: 3 clusters Score -72126.41 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72196.453125 Penalty: 670.116150
	Iteration 2F: 3 clusters Score -72196.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72244.515625 Penalty: 670.116150
	Iteration 3F: 3 clusters Score -72244.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -72285.851562 Penalty: 670.116150
	Iteration 4Q: 3 clusters Score -72285.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -72330.804688 Penalty: 670.116150
	Iteration 5Q: 3 clusters Score -72330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72366.078125 Penalty: 670.116150
	Iteration 6Q: 3 clusters Score -72366.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72393.273438 Penalty: 670.116150
	Iteration 7Q: 3 clusters Score -72393.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72418.203125 Penalty: 670.116150
	Iteration 8Q: 3 clusters Score -72418.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72447.437500 Penalty: 670.116150
	Iteration 9Q: 3 clusters Score -72447.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72479.132812 Penalty: 670.116150
	Iteration 10Q: 3 clusters Score -72479.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72505.984375 Penalty: 670.116150
	Iteration 11Q: 3 clusters Score -72505.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72534.000000 Penalty: 670.116150
	Iteration 12Q: 3 clusters Score -72534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -72555.882812 Penalty: 670.116150
	Iteration 13Q: 3 clusters Score -72555.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72574.179688 Penalty: 670.116150
	Iteration 14Q: 3 clusters Score -72574.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72587.859375 Penalty: 670.116150
	Iteration 15Q: 3 clusters Score -72587.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -72600.351562 Penalty: 670.116150
	Iteration 16Q: 3 clusters Score -72600.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -72605.250000 Penalty: 670.116150
	Iteration 17Q: 3 clusters Score -72605.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -72608.726562 Penalty: 670.116150
	Iteration 18Q: 3 clusters Score -72608.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -72610.695312 Penalty: 670.116150
	Iteration 19Q: 3 clusters Score -72610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -72613.015625 Penalty: 670.116150
	Iteration 20F: 3 clusters Score -72613.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -72613.710938 Penalty: 670.116150
	Iteration 21Q: 3 clusters Score -72613.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -72617.585938 Penalty: 670.116150
	Iteration 22Q: 3 clusters Score -72617.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -72619.054688 Penalty: 670.116150
	Iteration 23Q: 3 clusters Score -72619.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -72619.968750 Penalty: 670.116150
	Iteration 24Q: 3 clusters Score -72619.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -72620.132812 Penalty: 670.116150
	Iteration 25Q: 3 clusters Score -72620.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -72620.132812 Penalty: 670.116150
	Iteration 26F: 3 clusters Score -72620.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Entering Unmasked Estep 
Score: -369076.812500 Penalty: 403.429474
	Iteration 0F: 2 clusters Score -369076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -364329.968750 Penalty: 806.858948
	Iteration 0F: 3 clusters Score -364330 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -366145.437500 Penalty: 806.858948
	Iteration 1F: 3 clusters Score -366145.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -366315.312500 Penalty: 806.858948
	Iteration 2F: 3 clusters Score -366315.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -366504.187500 Penalty: 806.858948
	Iteration 3F: 3 clusters Score -366504.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -366711.781250 Penalty: 806.858948
	Iteration 4F: 3 clusters Score -366711.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -366956.781250 Penalty: 806.858948
	Iteration 5F: 3 clusters Score -366956.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -367296.281250 Penalty: 806.858948
	Iteration 6F: 3 clusters Score -367296.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -367661.375000 Penalty: 806.858948
	Iteration 7F: 3 clusters Score -367661.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -367934.468750 Penalty: 806.858948
	Iteration 8Q: 3 clusters Score -367934.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -368114.906250 Penalty: 806.858948
	Iteration 9Q: 3 clusters Score -368114.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -368260.687500 Penalty: 806.858948
	Iteration 10Q: 3 clusters Score -368260.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -368362.375000 Penalty: 806.858948
	Iteration 11Q: 3 clusters Score -368362.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -368434.156250 Penalty: 806.858948
	Iteration 12Q: 3 clusters Score -368434.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -368495.625000 Penalty: 806.858948
	Iteration 13Q: 3 clusters Score -368495.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -368539.187500 Penalty: 806.858948
	Iteration 14Q: 3 clusters Score -368539.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -368583.250000 Penalty: 806.858948
	Iteration 15Q: 3 clusters Score -368583.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -368610.000000 Penalty: 806.858948
	Iteration 16Q: 3 clusters Score -368610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -368629.281250 Penalty: 806.858948
	Iteration 17Q: 3 clusters Score -368629.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -368644.937500 Penalty: 806.858948
	Iteration 18Q: 3 clusters Score -368644.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -368652.593750 Penalty: 806.858948
	Iteration 19Q: 3 clusters Score -368652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -368662.250000 Penalty: 806.858948
	Iteration 20F: 3 clusters Score -368662.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -368667.218750 Penalty: 806.858948
	Iteration 21Q: 3 clusters Score -368667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -368672.281250 Penalty: 806.858948
	Iteration 22Q: 3 clusters Score -368672.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -368677.593750 Penalty: 806.858948
	Iteration 23Q: 3 clusters Score -368677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -368679.812500 Penalty: 806.858948
	Iteration 24Q: 3 clusters Score -368679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -368681.593750 Penalty: 806.858948
	Iteration 25Q: 3 clusters Score -368681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -368682.218750 Penalty: 806.858948
	Iteration 26Q: 3 clusters Score -368682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -368683.312500 Penalty: 806.858948
	Iteration 27Q: 3 clusters Score -368683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -368684.843750 Penalty: 806.858948
	Iteration 28Q: 3 clusters Score -368684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -368689.656250 Penalty: 806.858948
	Iteration 29Q: 3 clusters Score -368689.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -368694.062500 Penalty: 806.858948
	Iteration 30Q: 3 clusters Score -368694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -368695.187500 Penalty: 806.858948
	Iteration 31Q: 3 clusters Score -368695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -368695.781250 Penalty: 806.858948
	Iteration 32Q: 3 clusters Score -368695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -368695.468750 Penalty: 806.858948
	Iteration 33Q: 3 clusters Score -368695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -368696.531250 Penalty: 806.858948
	Iteration 34Q: 3 clusters Score -368696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -368696.500000 Penalty: 806.858948
	Iteration 35Q: 3 clusters Score -368696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -368696.968750 Penalty: 806.858948
	Iteration 36Q: 3 clusters Score -368697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -368696.968750 Penalty: 806.858948
	Iteration 37F: 3 clusters Score -368697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Entering Unmasked Estep 
Score: -3468277.000000 Penalty: 506.415436
	Iteration 0F: 2 clusters Score -3468277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -3422351.750000 Penalty: 1012.830872
	Iteration 0F: 3 clusters Score -3422352 nChanged 33047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3442142.250000 Penalty: 1012.830872
	Iteration 1F: 3 clusters Score -3442142 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3443172.750000 Penalty: 1012.830872
	Iteration 2Q: 3 clusters Score -3443173 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3444931.750000 Penalty: 1012.830872
	Iteration 3Q: 3 clusters Score -3444932 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3447757.750000 Penalty: 1012.830872
	Iteration 4F: 3 clusters Score -3447758 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3451707.500000 Penalty: 1012.830872
	Iteration 5F: 3 clusters Score -3451708 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3454960.750000 Penalty: 1012.830872
	Iteration 6F: 3 clusters Score -3454961 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3456336.500000 Penalty: 1012.830872
	Iteration 7Q: 3 clusters Score -3456336 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3456836.750000 Penalty: 1012.830872
	Iteration 8Q: 3 clusters Score -3456837 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3457161.500000 Penalty: 1012.830872
	Iteration 9Q: 3 clusters Score -3457162 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3457507.250000 Penalty: 1012.830872
	Iteration 10Q: 3 clusters Score -3457507 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3457923.000000 Penalty: 1012.830872
	Iteration 11Q: 3 clusters Score -3457923 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3458376.750000 Penalty: 1012.830872
	Iteration 12Q: 3 clusters Score -3458377 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3458857.250000 Penalty: 1012.830872
	Iteration 13Q: 3 clusters Score -3458857 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3459401.250000 Penalty: 1012.830872
	Iteration 14Q: 3 clusters Score -3459401 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3459948.750000 Penalty: 1012.830872
	Iteration 15Q: 3 clusters Score -3459949 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3460543.750000 Penalty: 1012.830872
	Iteration 16Q: 3 clusters Score -3460544 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3461212.000000 Penalty: 1012.830872
	Iteration 17Q: 3 clusters Score -3461212 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3461969.750000 Penalty: 1012.830872
	Iteration 18Q: 3 clusters Score -3461970 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3462756.750000 Penalty: 1012.830872
	Iteration 19Q: 3 clusters Score -3462757 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3463460.250000 Penalty: 1012.830872
	Iteration 20F: 3 clusters Score -3463460 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3464156.750000 Penalty: 1012.830872
	Iteration 21Q: 3 clusters Score -3464157 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3464782.250000 Penalty: 1012.830872
	Iteration 22Q: 3 clusters Score -3464782 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3465382.750000 Penalty: 1012.830872
	Iteration 23Q: 3 clusters Score -3465383 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3465896.250000 Penalty: 1012.830872
	Iteration 24Q: 3 clusters Score -3465896 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3466420.500000 Penalty: 1012.830872
	Iteration 25Q: 3 clusters Score -3466420 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3466878.000000 Penalty: 1012.830872
	Iteration 26Q: 3 clusters Score -3466878 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3467220.750000 Penalty: 1012.830872
	Iteration 27Q: 3 clusters Score -3467221 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3467477.000000 Penalty: 1012.830872
	Iteration 28Q: 3 clusters Score -3467477 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3467606.000000 Penalty: 1012.830872
	Iteration 29Q: 3 clusters Score -3467606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3467701.250000 Penalty: 1012.830872
	Iteration 30Q: 3 clusters Score -3467701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3467761.250000 Penalty: 1012.830872
	Iteration 31Q: 3 clusters Score -3467761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3467800.500000 Penalty: 1012.830872
	Iteration 32Q: 3 clusters Score -3467800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3467824.250000 Penalty: 1012.830872
	Iteration 33Q: 3 clusters Score -3467824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3467840.000000 Penalty: 1012.830872
	Iteration 34Q: 3 clusters Score -3467840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3467854.000000 Penalty: 1012.830872
	Iteration 35Q: 3 clusters Score -3467854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3467859.000000 Penalty: 1012.830872
	Iteration 36Q: 3 clusters Score -3467859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3467863.750000 Penalty: 1012.830872
	Iteration 37Q: 3 clusters Score -3467864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3467870.250000 Penalty: 1012.830872
	Iteration 38Q: 3 clusters Score -3467870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3467871.500000 Penalty: 1012.830872
	Iteration 39Q: 3 clusters Score -3467872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3467876.750000 Penalty: 1012.830872
	Iteration 40F: 3 clusters Score -3467877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3467882.000000 Penalty: 1012.830872
	Iteration 41Q: 3 clusters Score -3467882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3467883.250000 Penalty: 1012.830872
	Iteration 42Q: 3 clusters Score -3467883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3467890.250000 Penalty: 1012.830872
	Iteration 43Q: 3 clusters Score -3467890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3467890.250000 Penalty: 1012.830872
	Iteration 44Q: 3 clusters Score -3467890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3467889.750000 Penalty: 1012.830872
	Iteration 45Q: 3 clusters Score -3467890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3467890.500000 Penalty: 1012.830872
	Iteration 46Q: 3 clusters Score -3467890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3467890.500000 Penalty: 1012.830872
	Iteration 47F: 3 clusters Score -3467890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15382.772461 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15382.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15499.373047 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15499.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15543.030273 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15543.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15555.572266 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15555.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15562.249023 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15562.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15562.881836 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15562.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15563.178711 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15563.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15564.782227 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15564.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15565.881836 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15565.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15567.025391 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15567.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15567.025391 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -15567.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Entering Unmasked Estep 
Score: -623800.125000 Penalty: 429.942200
	Iteration 0F: 2 clusters Score -623800.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -615306.500000 Penalty: 859.884399
	Iteration 0F: 3 clusters Score -615306.5 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -618845.375000 Penalty: 859.884399
	Iteration 1F: 3 clusters Score -618845.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -619103.500000 Penalty: 859.884399
	Iteration 2Q: 3 clusters Score -619103.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -619404.375000 Penalty: 859.884399
	Iteration 3Q: 3 clusters Score -619404.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -619874.125000 Penalty: 859.884399
	Iteration 4F: 3 clusters Score -619874.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -620537.812500 Penalty: 859.884399
	Iteration 5F: 3 clusters Score -620537.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -621142.625000 Penalty: 859.884399
	Iteration 6F: 3 clusters Score -621142.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -621518.812500 Penalty: 859.884399
	Iteration 7Q: 3 clusters Score -621518.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -621762.000000 Penalty: 859.884399
	Iteration 8Q: 3 clusters Score -621762 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -621992.812500 Penalty: 859.884399
	Iteration 9Q: 3 clusters Score -621992.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -622220.125000 Penalty: 859.884399
	Iteration 10Q: 3 clusters Score -622220.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -622449.312500 Penalty: 859.884399
	Iteration 11Q: 3 clusters Score -622449.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -622632.062500 Penalty: 859.884399
	Iteration 12Q: 3 clusters Score -622632.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -622750.937500 Penalty: 859.884399
	Iteration 13Q: 3 clusters Score -622750.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -622829.187500 Penalty: 859.884399
	Iteration 14Q: 3 clusters Score -622829.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -622871.125000 Penalty: 859.884399
	Iteration 15Q: 3 clusters Score -622871.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -622897.312500 Penalty: 859.884399
	Iteration 16Q: 3 clusters Score -622897.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -622919.250000 Penalty: 859.884399
	Iteration 17Q: 3 clusters Score -622919.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -622933.625000 Penalty: 859.884399
	Iteration 18Q: 3 clusters Score -622933.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -622946.437500 Penalty: 859.884399
	Iteration 19Q: 3 clusters Score -622946.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -622961.250000 Penalty: 859.884399
	Iteration 20F: 3 clusters Score -622961.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -622968.750000 Penalty: 859.884399
	Iteration 21Q: 3 clusters Score -622968.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -622976.500000 Penalty: 859.884399
	Iteration 22Q: 3 clusters Score -622976.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -622980.125000 Penalty: 859.884399
	Iteration 23Q: 3 clusters Score -622980.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -622982.250000 Penalty: 859.884399
	Iteration 24Q: 3 clusters Score -622982.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -622986.250000 Penalty: 859.884399
	Iteration 25Q: 3 clusters Score -622986.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -622988.250000 Penalty: 859.884399
	Iteration 26Q: 3 clusters Score -622988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -622989.562500 Penalty: 859.884399
	Iteration 27Q: 3 clusters Score -622989.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -622992.937500 Penalty: 859.884399
	Iteration 28Q: 3 clusters Score -622992.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -622994.062500 Penalty: 859.884399
	Iteration 29Q: 3 clusters Score -622994.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -622997.312500 Penalty: 859.884399
	Iteration 30Q: 3 clusters Score -622997.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -623001.000000 Penalty: 859.884399
	Iteration 31Q: 3 clusters Score -623001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -623000.500000 Penalty: 859.884399
	Iteration 32Q: 3 clusters Score -623000.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -623001.125000 Penalty: 859.884399
	Iteration 33Q: 3 clusters Score -623001.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -623004.500000 Penalty: 859.884399
	Iteration 34Q: 3 clusters Score -623004.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -623006.312500 Penalty: 859.884399
	Iteration 35Q: 3 clusters Score -623006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -623006.750000 Penalty: 859.884399
	Iteration 36Q: 3 clusters Score -623006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -623006.312500 Penalty: 859.884399
	Iteration 37Q: 3 clusters Score -623006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -623007.062500 Penalty: 859.884399
	Iteration 38Q: 3 clusters Score -623007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -623004.375000 Penalty: 859.884399
	Iteration 39Q: 3 clusters Score -623004.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -623006.625000 Penalty: 859.884399
	Iteration 40F: 3 clusters Score -623006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -623005.125000 Penalty: 859.884399
	Iteration 41Q: 3 clusters Score -623005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -623005.937500 Penalty: 859.884399
	Iteration 42Q: 3 clusters Score -623005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -623006.312500 Penalty: 859.884399
	Iteration 43Q: 3 clusters Score -623006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -623006.562500 Penalty: 859.884399
	Iteration 44Q: 3 clusters Score -623006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -623006.312500 Penalty: 859.884399
	Iteration 45Q: 3 clusters Score -623006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -623006.375000 Penalty: 859.884399
	Iteration 46Q: 3 clusters Score -623006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -623006.312500 Penalty: 859.884399
	Iteration 47Q: 3 clusters Score -623006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -623006.812500 Penalty: 859.884399
	Iteration 48Q: 3 clusters Score -623006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -623007.937500 Penalty: 859.884399
	Iteration 49Q: 3 clusters Score -623007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -623008.750000 Penalty: 859.884399
	Iteration 50Q: 3 clusters Score -623008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -623009.000000 Penalty: 859.884399
	Iteration 51Q: 3 clusters Score -623009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -623008.437500 Penalty: 859.884399
	Iteration 52Q: 3 clusters Score -623008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -623009.437500 Penalty: 859.884399
	Iteration 53Q: 3 clusters Score -623009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -623009.875000 Penalty: 859.884399
	Iteration 54Q: 3 clusters Score -623009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -623010.625000 Penalty: 859.884399
	Iteration 55Q: 3 clusters Score -623010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -623008.875000 Penalty: 859.884399
	Iteration 56Q: 3 clusters Score -623008.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -623008.500000 Penalty: 859.884399
	Iteration 57Q: 3 clusters Score -623008.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -623013.812500 Penalty: 859.884399
	Iteration 58Q: 3 clusters Score -623013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -623012.687500 Penalty: 859.884399
	Iteration 59Q: 3 clusters Score -623012.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -623015.812500 Penalty: 859.884399
	Iteration 60F: 3 clusters Score -623015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -623021.375000 Penalty: 859.884399
	Iteration 61Q: 3 clusters Score -623021.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -623024.750000 Penalty: 859.884399
	Iteration 62Q: 3 clusters Score -623024.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -623028.937500 Penalty: 859.884399
	Iteration 63Q: 3 clusters Score -623028.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -623033.437500 Penalty: 859.884399
	Iteration 64Q: 3 clusters Score -623033.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -623039.000000 Penalty: 859.884399
	Iteration 65Q: 3 clusters Score -623039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -623044.500000 Penalty: 859.884399
	Iteration 66Q: 3 clusters Score -623044.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -623050.937500 Penalty: 859.884399
	Iteration 67Q: 3 clusters Score -623050.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -623058.750000 Penalty: 859.884399
	Iteration 68Q: 3 clusters Score -623058.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -623063.812500 Penalty: 859.884399
	Iteration 69Q: 3 clusters Score -623063.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -623068.125000 Penalty: 859.884399
	Iteration 70Q: 3 clusters Score -623068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -623068.250000 Penalty: 859.884399
	Iteration 71Q: 3 clusters Score -623068.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -623072.875000 Penalty: 859.884399
	Iteration 72Q: 3 clusters Score -623072.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -623074.250000 Penalty: 859.884399
	Iteration 73Q: 3 clusters Score -623074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -623076.437500 Penalty: 859.884399
	Iteration 74Q: 3 clusters Score -623076.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -623079.937500 Penalty: 859.884399
	Iteration 75Q: 3 clusters Score -623079.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -623079.437500 Penalty: 859.884399
	Iteration 76Q: 3 clusters Score -623079.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -623080.937500 Penalty: 859.884399
	Iteration 77Q: 3 clusters Score -623080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -623081.312500 Penalty: 859.884399
	Iteration 78Q: 3 clusters Score -623081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -623083.250000 Penalty: 859.884399
	Iteration 79Q: 3 clusters Score -623083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -623084.437500 Penalty: 859.884399
	Iteration 80F: 3 clusters Score -623084.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -623084.937500 Penalty: 859.884399
	Iteration 81Q: 3 clusters Score -623084.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -623084.875000 Penalty: 859.884399
	Iteration 82Q: 3 clusters Score -623084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -623084.562500 Penalty: 859.884399
	Iteration 83Q: 3 clusters Score -623084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -623087.000000 Penalty: 859.884399
	Iteration 84Q: 3 clusters Score -623087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -623087.812500 Penalty: 859.884399
	Iteration 85Q: 3 clusters Score -623087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -623088.062500 Penalty: 859.884399
	Iteration 86Q: 3 clusters Score -623088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -623087.375000 Penalty: 859.884399
	Iteration 87Q: 3 clusters Score -623087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -623087.687500 Penalty: 859.884399
	Iteration 88Q: 3 clusters Score -623087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -623088.125000 Penalty: 859.884399
	Iteration 89Q: 3 clusters Score -623088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -623088.062500 Penalty: 859.884399
	Iteration 90Q: 3 clusters Score -623088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -623088.125000 Penalty: 859.884399
	Iteration 91Q: 3 clusters Score -623088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -623089.500000 Penalty: 859.884399
	Iteration 92Q: 3 clusters Score -623089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -623088.687500 Penalty: 859.884399
	Iteration 93Q: 3 clusters Score -623088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -623088.562500 Penalty: 859.884399
	Iteration 94Q: 3 clusters Score -623088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -623087.375000 Penalty: 859.884399
	Iteration 95Q: 3 clusters Score -623087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -623088.750000 Penalty: 859.884399
	Iteration 96Q: 3 clusters Score -623088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -623089.500000 Penalty: 859.884399
	Iteration 97Q: 3 clusters Score -623089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -623090.625000 Penalty: 859.884399
	Iteration 98Q: 3 clusters Score -623090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -623090.937500 Penalty: 859.884399
	Iteration 99Q: 3 clusters Score -623090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -623090.562500 Penalty: 859.884399
	Iteration 100F: 3 clusters Score -623090.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -623091.500000 Penalty: 859.884399
	Iteration 101Q: 3 clusters Score -623091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -623095.375000 Penalty: 859.884399
	Iteration 102Q: 3 clusters Score -623095.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -623097.187500 Penalty: 859.884399
	Iteration 103Q: 3 clusters Score -623097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -623099.187500 Penalty: 859.884399
	Iteration 104Q: 3 clusters Score -623099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -623099.437500 Penalty: 859.884399
	Iteration 105Q: 3 clusters Score -623099.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -623100.562500 Penalty: 859.884399
	Iteration 106Q: 3 clusters Score -623100.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -623099.000000 Penalty: 859.884399
	Iteration 107Q: 3 clusters Score -623099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -623102.250000 Penalty: 859.884399
	Iteration 108Q: 3 clusters Score -623102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -623101.500000 Penalty: 859.884399
	Iteration 109Q: 3 clusters Score -623101.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -623102.375000 Penalty: 859.884399
	Iteration 110Q: 3 clusters Score -623102.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -623104.937500 Penalty: 859.884399
	Iteration 111Q: 3 clusters Score -623104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -623105.562500 Penalty: 859.884399
	Iteration 112Q: 3 clusters Score -623105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -623104.687500 Penalty: 859.884399
	Iteration 113Q: 3 clusters Score -623104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -623105.187500 Penalty: 859.884399
	Iteration 114Q: 3 clusters Score -623105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -623105.875000 Penalty: 859.884399
	Iteration 115Q: 3 clusters Score -623105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -623103.875000 Penalty: 859.884399
	Iteration 116Q: 3 clusters Score -623103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -623103.875000 Penalty: 859.884399
	Iteration 117F: 3 clusters Score -623103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Entering Unmasked Estep 
Score: -1486175.875000 Penalty: 471.445984
	Iteration 0F: 2 clusters Score -1486176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1465099.125000 Penalty: 942.891968
	Iteration 0F: 3 clusters Score -1465099 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1474608.250000 Penalty: 942.891968
	Iteration 1F: 3 clusters Score -1474608 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1475319.625000 Penalty: 942.891968
	Iteration 2F: 3 clusters Score -1475320 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1476391.250000 Penalty: 942.891968
	Iteration 3F: 3 clusters Score -1476391 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -1477941.875000 Penalty: 942.891968
	Iteration 4F: 3 clusters Score -1477942 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -1480054.000000 Penalty: 942.891968
	Iteration 5F: 3 clusters Score -1480054 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -1482462.875000 Penalty: 942.891968
	Iteration 6F: 3 clusters Score -1482463 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -1484457.750000 Penalty: 942.891968
	Iteration 7F: 3 clusters Score -1484458 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -1485411.250000 Penalty: 942.891968
	Iteration 8Q: 3 clusters Score -1485411 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -1485668.500000 Penalty: 942.891968
	Iteration 9Q: 3 clusters Score -1485668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -1485729.500000 Penalty: 942.891968
	Iteration 10Q: 3 clusters Score -1485730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -1485735.875000 Penalty: 942.891968
	Iteration 11Q: 3 clusters Score -1485736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -1485740.625000 Penalty: 942.891968
	Iteration 12Q: 3 clusters Score -1485741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -1485740.625000 Penalty: 942.891968
	Iteration 13F: 3 clusters Score -1485741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9583.106445 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9583.106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9639.954102 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9639.954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9647.154297 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -9647.154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9657.034180 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9657.034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9659.827148 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9659.827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9659.827148 Penalty: 482.146881
	Iteration 5F: 3 clusters Score -9659.827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 357 members 
Entering Unmasked Estep 
Score: -32689.070312 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32689.07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32841.722656 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32841.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32906.425781 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32906.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32939.742188 Penalty: 597.310852
	Iteration 3F: 3 clusters Score -32939.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32950.148438 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32950.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32954.687500 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32954.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32960.687500 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32960.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32965.074219 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32965.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32975.941406 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32975.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32984.792969 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32984.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32990.628906 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32990.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -32994.652344 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32994.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32996.539062 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32996.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -32999.269531 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32999.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -33000.394531 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -33000.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -33000.460938 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -33000.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -33000.460938 Penalty: 597.310852
	Iteration 16F: 3 clusters Score -33000.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -90329.421875 Penalty: 345.199554
	Iteration 0F: 2 clusters Score -90329.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -88920.375000 Penalty: 690.399109
	Iteration 0F: 3 clusters Score -88920.38 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -89378.710938 Penalty: 690.399109
	Iteration 1F: 3 clusters Score -89378.71 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -89438.250000 Penalty: 690.399109
	Iteration 2F: 3 clusters Score -89438.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -89501.156250 Penalty: 690.399109
	Iteration 3F: 3 clusters Score -89501.16 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -89593.500000 Penalty: 690.399109
	Iteration 4F: 3 clusters Score -89593.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -89706.828125 Penalty: 690.399109
	Iteration 5F: 3 clusters Score -89706.83 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -89835.281250 Penalty: 690.399109
	Iteration 6F: 3 clusters Score -89835.28 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -89980.117188 Penalty: 690.399109
	Iteration 7F: 3 clusters Score -89980.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -90055.359375 Penalty: 690.399109
	Iteration 8Q: 3 clusters Score -90055.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -90095.617188 Penalty: 690.399109
	Iteration 9Q: 3 clusters Score -90095.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -90114.281250 Penalty: 690.399109
	Iteration 10Q: 3 clusters Score -90114.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -90126.671875 Penalty: 690.399109
	Iteration 11Q: 3 clusters Score -90126.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -90136.367188 Penalty: 690.399109
	Iteration 12Q: 3 clusters Score -90136.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -90149.312500 Penalty: 690.399109
	Iteration 13Q: 3 clusters Score -90149.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -90162.554688 Penalty: 690.399109
	Iteration 14Q: 3 clusters Score -90162.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -90172.617188 Penalty: 690.399109
	Iteration 15Q: 3 clusters Score -90172.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -90181.976562 Penalty: 690.399109
	Iteration 16Q: 3 clusters Score -90181.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -90193.437500 Penalty: 690.399109
	Iteration 17Q: 3 clusters Score -90193.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -90202.953125 Penalty: 690.399109
	Iteration 18Q: 3 clusters Score -90202.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -90213.117188 Penalty: 690.399109
	Iteration 19Q: 3 clusters Score -90213.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -90222.171875 Penalty: 690.399109
	Iteration 20F: 3 clusters Score -90222.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -90230.882812 Penalty: 690.399109
	Iteration 21Q: 3 clusters Score -90230.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -90237.601562 Penalty: 690.399109
	Iteration 22Q: 3 clusters Score -90237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -90239.914062 Penalty: 690.399109
	Iteration 23Q: 3 clusters Score -90239.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -90241.023438 Penalty: 690.399109
	Iteration 24Q: 3 clusters Score -90241.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -90241.148438 Penalty: 690.399109
	Iteration 25Q: 3 clusters Score -90241.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -90242.054688 Penalty: 690.399109
	Iteration 26Q: 3 clusters Score -90242.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -90242.304688 Penalty: 690.399109
	Iteration 27Q: 3 clusters Score -90242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -90242.289062 Penalty: 690.399109
	Iteration 28Q: 3 clusters Score -90242.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -90242.281250 Penalty: 690.399109
	Iteration 29Q: 3 clusters Score -90242.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -90242.648438 Penalty: 690.399109
	Iteration 30Q: 3 clusters Score -90242.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -90242.648438 Penalty: 690.399109
	Iteration 31F: 3 clusters Score -90242.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5889.775391 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5889.775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5920.622559 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5920.623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5929.134277 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5929.134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5931.129395 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5931.129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5932.857422 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -5932.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5933.450684 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -5933.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5936.761230 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -5936.761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5938.144043 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -5938.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5938.144043 Penalty: 450.980286
	Iteration 8F: 3 clusters Score -5938.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Entering Unmasked Estep 
Score: -490905.375000 Penalty: 416.279327
	Iteration 0F: 2 clusters Score -490905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -484676.906250 Penalty: 832.558655
	Iteration 0F: 3 clusters Score -484676.9 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -487302.812500 Penalty: 832.558655
	Iteration 1F: 3 clusters Score -487302.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -487855.093750 Penalty: 832.558655
	Iteration 2F: 3 clusters Score -487855.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -488608.312500 Penalty: 832.558655
	Iteration 3F: 3 clusters Score -488608.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -489418.906250 Penalty: 832.558655
	Iteration 4F: 3 clusters Score -489418.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -490052.468750 Penalty: 832.558655
	Iteration 5F: 3 clusters Score -490052.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -490359.375000 Penalty: 832.558655
	Iteration 6Q: 3 clusters Score -490359.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -490442.500000 Penalty: 832.558655
	Iteration 7Q: 3 clusters Score -490442.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -490484.218750 Penalty: 832.558655
	Iteration 8Q: 3 clusters Score -490484.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -490508.656250 Penalty: 832.558655
	Iteration 9Q: 3 clusters Score -490508.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -490527.562500 Penalty: 832.558655
	Iteration 10Q: 3 clusters Score -490527.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -490537.468750 Penalty: 832.558655
	Iteration 11Q: 3 clusters Score -490537.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -490543.531250 Penalty: 832.558655
	Iteration 12Q: 3 clusters Score -490543.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -490553.000000 Penalty: 832.558655
	Iteration 13Q: 3 clusters Score -490553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -490561.531250 Penalty: 832.558655
	Iteration 14Q: 3 clusters Score -490561.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -490569.875000 Penalty: 832.558655
	Iteration 15Q: 3 clusters Score -490569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -490574.531250 Penalty: 832.558655
	Iteration 16Q: 3 clusters Score -490574.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -490579.562500 Penalty: 832.558655
	Iteration 17Q: 3 clusters Score -490579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -490582.156250 Penalty: 832.558655
	Iteration 18Q: 3 clusters Score -490582.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -490587.843750 Penalty: 832.558655
	Iteration 19Q: 3 clusters Score -490587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -490590.093750 Penalty: 832.558655
	Iteration 20F: 3 clusters Score -490590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -490592.000000 Penalty: 832.558655
	Iteration 21Q: 3 clusters Score -490592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -490593.968750 Penalty: 832.558655
	Iteration 22Q: 3 clusters Score -490594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -490595.500000 Penalty: 832.558655
	Iteration 23Q: 3 clusters Score -490595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -490595.593750 Penalty: 832.558655
	Iteration 24Q: 3 clusters Score -490595.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -490596.031250 Penalty: 832.558655
	Iteration 25Q: 3 clusters Score -490596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -490596.031250 Penalty: 832.558655
	Iteration 26F: 3 clusters Score -490596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -54461.371094 Penalty: 317.296204
	Iteration 0F: 2 clusters Score -54461.37 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 524 members 
Entering Unmasked Estep 
Score: -53596.746094 Penalty: 634.592407
	Iteration 0F: 3 clusters Score -53596.75 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53823.527344 Penalty: 634.592407
	Iteration 1F: 3 clusters Score -53823.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53870.226562 Penalty: 634.592407
	Iteration 2F: 3 clusters Score -53870.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53912.476562 Penalty: 634.592407
	Iteration 3F: 3 clusters Score -53912.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53945.515625 Penalty: 634.592407
	Iteration 4Q: 3 clusters Score -53945.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53977.597656 Penalty: 634.592407
	Iteration 5Q: 3 clusters Score -53977.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54011.707031 Penalty: 634.592407
	Iteration 6Q: 3 clusters Score -54011.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54038.093750 Penalty: 634.592407
	Iteration 7Q: 3 clusters Score -54038.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54057.925781 Penalty: 634.592407
	Iteration 8Q: 3 clusters Score -54057.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54075.199219 Penalty: 634.592407
	Iteration 9Q: 3 clusters Score -54075.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54088.378906 Penalty: 634.592407
	Iteration 10Q: 3 clusters Score -54088.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -54104.078125 Penalty: 634.592407
	Iteration 11Q: 3 clusters Score -54104.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -54122.980469 Penalty: 634.592407
	Iteration 12Q: 3 clusters Score -54122.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -54137.574219 Penalty: 634.592407
	Iteration 13Q: 3 clusters Score -54137.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -54154.871094 Penalty: 634.592407
	Iteration 14Q: 3 clusters Score -54154.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -54171.898438 Penalty: 634.592407
	Iteration 15Q: 3 clusters Score -54171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54178.675781 Penalty: 634.592407
	Iteration 16Q: 3 clusters Score -54178.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -54184.410156 Penalty: 634.592407
	Iteration 17Q: 3 clusters Score -54184.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54188.832031 Penalty: 634.592407
	Iteration 18Q: 3 clusters Score -54188.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -54194.847656 Penalty: 634.592407
	Iteration 19Q: 3 clusters Score -54194.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54198.714844 Penalty: 634.592407
	Iteration 20F: 3 clusters Score -54198.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54200.511719 Penalty: 634.592407
	Iteration 21Q: 3 clusters Score -54200.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54201.683594 Penalty: 634.592407
	Iteration 22Q: 3 clusters Score -54201.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54202.191406 Penalty: 634.592407
	Iteration 23Q: 3 clusters Score -54202.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54202.906250 Penalty: 634.592407
	Iteration 24Q: 3 clusters Score -54202.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54202.906250 Penalty: 634.592407
	Iteration 25F: 3 clusters Score -54202.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3368.356445 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3368.356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3407.417480 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3407.417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3415.482422 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -3415.482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3424.754883 Penalty: 404.281281
	Iteration 3Q: 3 clusters Score -3424.755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3455.176270 Penalty: 404.281281
	Iteration 4F: 3 clusters Score -3455.176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -3471.687988 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -3471.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -3471.687988 Penalty: 404.281281
	Iteration 6F: 3 clusters Score -3471.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (33899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Entering Unmasked Estep 
Score: -1747348.500000 Penalty: 474.616913
	Iteration 0F: 2 clusters Score -1747348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1724596.500000 Penalty: 949.233826
	Iteration 0F: 3 clusters Score -1724596 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1734729.250000 Penalty: 949.233826
	Iteration 1F: 3 clusters Score -1734729 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1736269.250000 Penalty: 949.233826
	Iteration 2F: 3 clusters Score -1736269 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1738402.625000 Penalty: 949.233826
	Iteration 3F: 3 clusters Score -1738403 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1740617.625000 Penalty: 949.233826
	Iteration 4F: 3 clusters Score -1740618 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1742468.500000 Penalty: 949.233826
	Iteration 5F: 3 clusters Score -1742468 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -1743536.000000 Penalty: 949.233826
	Iteration 6Q: 3 clusters Score -1743536 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -1744067.625000 Penalty: 949.233826
	Iteration 7Q: 3 clusters Score -1744068 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -1744405.750000 Penalty: 949.233826
	Iteration 8Q: 3 clusters Score -1744406 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1744662.625000 Penalty: 949.233826
	Iteration 9Q: 3 clusters Score -1744663 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1744844.000000 Penalty: 949.233826
	Iteration 10Q: 3 clusters Score -1744844 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -1745006.125000 Penalty: 949.233826
	Iteration 11Q: 3 clusters Score -1745006 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -1745157.125000 Penalty: 949.233826
	Iteration 12Q: 3 clusters Score -1745157 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -1745308.750000 Penalty: 949.233826
	Iteration 13Q: 3 clusters Score -1745309 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -1745419.625000 Penalty: 949.233826
	Iteration 14Q: 3 clusters Score -1745420 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -1745537.125000 Penalty: 949.233826
	Iteration 15Q: 3 clusters Score -1745537 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1745619.000000 Penalty: 949.233826
	Iteration 16Q: 3 clusters Score -1745619 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -1745731.500000 Penalty: 949.233826
	Iteration 17Q: 3 clusters Score -1745732 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -1745826.125000 Penalty: 949.233826
	Iteration 18Q: 3 clusters Score -1745826 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -1745921.500000 Penalty: 949.233826
	Iteration 19Q: 3 clusters Score -1745922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -1746012.500000 Penalty: 949.233826
	Iteration 20F: 3 clusters Score -1746012 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -1746089.125000 Penalty: 949.233826
	Iteration 21Q: 3 clusters Score -1746089 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -1746171.875000 Penalty: 949.233826
	Iteration 22Q: 3 clusters Score -1746172 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -1746257.750000 Penalty: 949.233826
	Iteration 23Q: 3 clusters Score -1746258 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -1746312.750000 Penalty: 949.233826
	Iteration 24Q: 3 clusters Score -1746313 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -1746360.375000 Penalty: 949.233826
	Iteration 25Q: 3 clusters Score -1746360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -1746414.750000 Penalty: 949.233826
	Iteration 26Q: 3 clusters Score -1746415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -1746477.375000 Penalty: 949.233826
	Iteration 27Q: 3 clusters Score -1746477 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -1746547.875000 Penalty: 949.233826
	Iteration 28Q: 3 clusters Score -1746548 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -1746610.750000 Penalty: 949.233826
	Iteration 29Q: 3 clusters Score -1746611 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -1746669.125000 Penalty: 949.233826
	Iteration 30Q: 3 clusters Score -1746669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -1746724.250000 Penalty: 949.233826
	Iteration 31Q: 3 clusters Score -1746724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -1746762.250000 Penalty: 949.233826
	Iteration 32Q: 3 clusters Score -1746762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -1746787.750000 Penalty: 949.233826
	Iteration 33Q: 3 clusters Score -1746788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -1746814.750000 Penalty: 949.233826
	Iteration 34Q: 3 clusters Score -1746815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -1746825.875000 Penalty: 949.233826
	Iteration 35Q: 3 clusters Score -1746826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -1746841.750000 Penalty: 949.233826
	Iteration 36Q: 3 clusters Score -1746842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -1746849.125000 Penalty: 949.233826
	Iteration 37Q: 3 clusters Score -1746849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -1746859.875000 Penalty: 949.233826
	Iteration 38Q: 3 clusters Score -1746860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -1746872.000000 Penalty: 949.233826
	Iteration 39Q: 3 clusters Score -1746872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -1746885.875000 Penalty: 949.233826
	Iteration 40F: 3 clusters Score -1746886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -1746899.375000 Penalty: 949.233826
	Iteration 41Q: 3 clusters Score -1746899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -1746910.875000 Penalty: 949.233826
	Iteration 42Q: 3 clusters Score -1746911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -1746922.000000 Penalty: 949.233826
	Iteration 43Q: 3 clusters Score -1746922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -1746937.375000 Penalty: 949.233826
	Iteration 44Q: 3 clusters Score -1746937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -1746949.375000 Penalty: 949.233826
	Iteration 45Q: 3 clusters Score -1746949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -1746956.000000 Penalty: 949.233826
	Iteration 46Q: 3 clusters Score -1746956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -1746962.875000 Penalty: 949.233826
	Iteration 47Q: 3 clusters Score -1746963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -1746965.750000 Penalty: 949.233826
	Iteration 48Q: 3 clusters Score -1746966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -1746967.250000 Penalty: 949.233826
	Iteration 49Q: 3 clusters Score -1746967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -1746968.500000 Penalty: 949.233826
	Iteration 50Q: 3 clusters Score -1746968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -1746971.250000 Penalty: 949.233826
	Iteration 51Q: 3 clusters Score -1746971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -1746971.875000 Penalty: 949.233826
	Iteration 52Q: 3 clusters Score -1746972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -1746975.125000 Penalty: 949.233826
	Iteration 53Q: 3 clusters Score -1746975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -1746977.500000 Penalty: 949.233826
	Iteration 54Q: 3 clusters Score -1746978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -1746978.750000 Penalty: 949.233826
	Iteration 55Q: 3 clusters Score -1746979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -1746978.375000 Penalty: 949.233826
	Iteration 56Q: 3 clusters Score -1746978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -1746979.250000 Penalty: 949.233826
	Iteration 57Q: 3 clusters Score -1746979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -1746979.500000 Penalty: 949.233826
	Iteration 58Q: 3 clusters Score -1746980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -1746981.250000 Penalty: 949.233826
	Iteration 59Q: 3 clusters Score -1746981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -1746982.750000 Penalty: 949.233826
	Iteration 60F: 3 clusters Score -1746983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -1746984.250000 Penalty: 949.233826
	Iteration 61Q: 3 clusters Score -1746984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -1746985.500000 Penalty: 949.233826
	Iteration 62Q: 3 clusters Score -1746986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -1746985.750000 Penalty: 949.233826
	Iteration 63Q: 3 clusters Score -1746986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -1746987.250000 Penalty: 949.233826
	Iteration 64Q: 3 clusters Score -1746987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -1746987.250000 Penalty: 949.233826
	Iteration 65F: 3 clusters Score -1746987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340891 members 
Mstep: Class 9 contains 1098 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 7091 members 
Mstep: Class 15 contains 68187 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 31617 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9405 members 
Mstep: Class 24 contains 1068 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 33899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301528.000000 Penalty: 15594.104492
Iteration 319Q: 27 clusters Score -2.530153e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 1349 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340903 members 
Mstep: Class 9 contains 1100 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 1570 members 
Mstep: Class 14 contains 7090 members 
Mstep: Class 15 contains 68082 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12651 members 
Mstep: Class 18 contains 31639 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301640.000000 Penalty: 15594.104492
Iteration 320F: 27 clusters Score -2.530164e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 1334 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340886 members 
Mstep: Class 9 contains 1102 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 7094 members 
Mstep: Class 15 contains 67990 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12598 members 
Mstep: Class 18 contains 31661 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1959 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301642.000000 Penalty: 15594.104492
Iteration 321Q: 27 clusters Score -2.530164e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 5221 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340890 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 7098 members 
Mstep: Class 15 contains 67883 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12553 members 
Mstep: Class 18 contains 31691 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1954 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301696.000000 Penalty: 15594.104492
Iteration 322Q: 27 clusters Score -2.53017e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 5206 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340928 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 7088 members 
Mstep: Class 15 contains 67773 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12500 members 
Mstep: Class 18 contains 31716 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1948 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9425 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301690.000000 Penalty: 15594.104492
Iteration 323Q: 27 clusters Score -2.530169e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340925 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 7087 members 
Mstep: Class 15 contains 67690 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12456 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9430 members 
Mstep: Class 24 contains 1060 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301690.000000 Penalty: 15594.104492
Iteration 324Q: 27 clusters Score -2.530169e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340919 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 7090 members 
Mstep: Class 15 contains 67600 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12424 members 
Mstep: Class 18 contains 31765 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1948 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9434 members 
Mstep: Class 24 contains 1060 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301684.000000 Penalty: 15594.104492
Iteration 325Q: 27 clusters Score -2.530168e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340930 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 67501 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 31776 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 34930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301708.000000 Penalty: 15594.104492
Iteration 326Q: 27 clusters Score -2.530171e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 340978 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 7092 members 
Mstep: Class 15 contains 67408 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12363 members 
Mstep: Class 18 contains 31786 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9432 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301754.000000 Penalty: 15594.104492
Iteration 327Q: 27 clusters Score -2.530175e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5081 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341016 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 67324 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12319 members 
Mstep: Class 18 contains 31809 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1943 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301790.000000 Penalty: 15594.104492
Iteration 328Q: 27 clusters Score -2.530179e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341048 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1515 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 67251 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12283 members 
Mstep: Class 18 contains 31820 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9430 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301834.000000 Penalty: 15594.104492
Iteration 329Q: 27 clusters Score -2.530183e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341096 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 67174 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12244 members 
Mstep: Class 18 contains 31830 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1937 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9426 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301886.000000 Penalty: 15594.104492
Iteration 330Q: 27 clusters Score -2.530189e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341103 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 7096 members 
Mstep: Class 15 contains 67108 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12216 members 
Mstep: Class 18 contains 31840 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9427 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301888.000000 Penalty: 15594.104492
Iteration 331Q: 27 clusters Score -2.530189e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341084 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1508 members 
Mstep: Class 14 contains 7103 members 
Mstep: Class 15 contains 67056 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12197 members 
Mstep: Class 18 contains 31848 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9428 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301894.000000 Penalty: 15594.104492
Iteration 332Q: 27 clusters Score -2.530189e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341058 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 7110 members 
Mstep: Class 15 contains 67012 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12181 members 
Mstep: Class 18 contains 31859 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1921 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9423 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301956.000000 Penalty: 15594.104492
Iteration 333Q: 27 clusters Score -2.530196e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 4867 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341041 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 66948 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12157 members 
Mstep: Class 18 contains 31873 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1906 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 35948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301992.000000 Penalty: 15594.104492
Iteration 334Q: 27 clusters Score -2.530199e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4836 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341027 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1506 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 66901 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12117 members 
Mstep: Class 18 contains 31893 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1889 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301962.000000 Penalty: 15594.104492
Iteration 335Q: 27 clusters Score -2.530196e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341038 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2339 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 66850 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12081 members 
Mstep: Class 18 contains 31910 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9415 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302038.000000 Penalty: 15594.104492
Iteration 336Q: 27 clusters Score -2.530204e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341058 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 1500 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 66791 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12056 members 
Mstep: Class 18 contains 31916 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1872 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9410 members 
Mstep: Class 24 contains 1054 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302080.000000 Penalty: 15594.104492
Iteration 337Q: 27 clusters Score -2.530208e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341073 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 66728 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 12014 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1863 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9407 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302122.000000 Penalty: 15594.104492
Iteration 338Q: 27 clusters Score -2.530212e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341095 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 7129 members 
Mstep: Class 15 contains 66679 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11983 members 
Mstep: Class 18 contains 31937 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9408 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302070.000000 Penalty: 15594.104492
Iteration 339Q: 27 clusters Score -2.530207e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341103 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 66626 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11955 members 
Mstep: Class 18 contains 31953 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9407 members 
Mstep: Class 24 contains 1053 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302046.000000 Penalty: 15594.104492
Iteration 340F: 27 clusters Score -2.530205e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341091 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 66573 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11929 members 
Mstep: Class 18 contains 31973 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9407 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302040.000000 Penalty: 15594.104492
Iteration 341Q: 27 clusters Score -2.530204e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341103 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1486 members 
Mstep: Class 14 contains 7145 members 
Mstep: Class 15 contains 66512 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11887 members 
Mstep: Class 18 contains 31995 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1832 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9410 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301976.000000 Penalty: 15594.104492
Iteration 342Q: 27 clusters Score -2.530198e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341092 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 66469 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 32025 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1824 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9415 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 36991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302008.000000 Penalty: 15594.104492
Iteration 343Q: 27 clusters Score -2.530201e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 1225 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341096 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2261 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1480 members 
Mstep: Class 14 contains 7162 members 
Mstep: Class 15 contains 66422 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 32045 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9423 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302012.000000 Penalty: 15594.104492
Iteration 344Q: 27 clusters Score -2.530201e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341089 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 66389 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 32077 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1817 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9436 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302090.000000 Penalty: 15594.104492
Iteration 345Q: 27 clusters Score -2.530209e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341094 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 7173 members 
Mstep: Class 15 contains 66354 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11704 members 
Mstep: Class 18 contains 32109 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9446 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302074.000000 Penalty: 15594.104492
Iteration 346Q: 27 clusters Score -2.530207e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4463 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341115 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 66324 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 32146 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1804 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9457 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302154.000000 Penalty: 15594.104492
Iteration 347Q: 27 clusters Score -2.530215e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341120 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 1460 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 66303 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 32177 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1796 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9464 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302166.000000 Penalty: 15594.104492
Iteration 348Q: 27 clusters Score -2.530217e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341132 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 66274 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 32203 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1790 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9473 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302174.000000 Penalty: 15594.104492
Iteration 349Q: 27 clusters Score -2.530217e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341143 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 66243 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11551 members 
Mstep: Class 18 contains 32232 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1784 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9478 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302190.000000 Penalty: 15594.104492
Iteration 350Q: 27 clusters Score -2.530219e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341160 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 1434 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 66214 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11503 members 
Mstep: Class 18 contains 32254 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1781 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302202.000000 Penalty: 15594.104492
Iteration 351Q: 27 clusters Score -2.53022e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341155 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 66188 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11459 members 
Mstep: Class 18 contains 32272 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1777 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9495 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302158.000000 Penalty: 15594.104492
Iteration 352Q: 27 clusters Score -2.530216e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341147 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 7183 members 
Mstep: Class 15 contains 66170 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11402 members 
Mstep: Class 18 contains 32295 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1775 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9508 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302156.000000 Penalty: 15594.104492
Iteration 353Q: 27 clusters Score -2.530216e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 1214 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341139 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 66152 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302170.000000 Penalty: 15594.104492
Iteration 354Q: 27 clusters Score -2.530217e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 1212 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341142 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 66127 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 32319 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9540 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302218.000000 Penalty: 15594.104492
Iteration 355Q: 27 clusters Score -2.530222e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341139 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 66097 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9560 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302264.000000 Penalty: 15594.104492
Iteration 356Q: 27 clusters Score -2.530226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341125 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 66066 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9575 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302270.000000 Penalty: 15594.104492
Iteration 357Q: 27 clusters Score -2.530227e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 341118 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 66042 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9584 members 
Mstep: Class 24 contains 1052 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302286.000000 Penalty: 15594.104492
Iteration 358Q: 27 clusters Score -2.530229e+07 nChanged 157
Entering ConstructFrom: 
Score: -25302286.000000 Penalty: 15594.104492
Entering ConstructFrom: 
Trying to split cluster 1 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -279683.000000 Penalty: 396.475433
	Iteration 0F: 2 clusters Score -279683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -275556.312500 Penalty: 792.950867
	Iteration 0F: 3 clusters Score -275556.3 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -277150.093750 Penalty: 792.950867
	Iteration 1F: 3 clusters Score -277150.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -277305.312500 Penalty: 792.950867
	Iteration 2F: 3 clusters Score -277305.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -277531.437500 Penalty: 792.950867
	Iteration 3F: 3 clusters Score -277531.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -277845.750000 Penalty: 792.950867
	Iteration 4F: 3 clusters Score -277845.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -278205.156250 Penalty: 792.950867
	Iteration 5F: 3 clusters Score -278205.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -278585.343750 Penalty: 792.950867
	Iteration 6F: 3 clusters Score -278585.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -278911.062500 Penalty: 792.950867
	Iteration 7F: 3 clusters Score -278911.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -279117.250000 Penalty: 792.950867
	Iteration 8Q: 3 clusters Score -279117.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -279233.093750 Penalty: 792.950867
	Iteration 9Q: 3 clusters Score -279233.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -279307.968750 Penalty: 792.950867
	Iteration 10Q: 3 clusters Score -279308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -279346.781250 Penalty: 792.950867
	Iteration 11Q: 3 clusters Score -279346.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -279362.406250 Penalty: 792.950867
	Iteration 12Q: 3 clusters Score -279362.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -279375.375000 Penalty: 792.950867
	Iteration 13Q: 3 clusters Score -279375.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -279386.156250 Penalty: 792.950867
	Iteration 14Q: 3 clusters Score -279386.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -279393.937500 Penalty: 792.950867
	Iteration 15Q: 3 clusters Score -279393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -279399.968750 Penalty: 792.950867
	Iteration 16Q: 3 clusters Score -279400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -279404.062500 Penalty: 792.950867
	Iteration 17Q: 3 clusters Score -279404.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -279406.593750 Penalty: 792.950867
	Iteration 18Q: 3 clusters Score -279406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -279408.250000 Penalty: 792.950867
	Iteration 19Q: 3 clusters Score -279408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -279410.000000 Penalty: 792.950867
	Iteration 20F: 3 clusters Score -279410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -279411.500000 Penalty: 792.950867
	Iteration 21Q: 3 clusters Score -279411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -279412.593750 Penalty: 792.950867
	Iteration 22Q: 3 clusters Score -279412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -279414.625000 Penalty: 792.950867
	Iteration 23Q: 3 clusters Score -279414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -279415.750000 Penalty: 792.950867
	Iteration 24Q: 3 clusters Score -279415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -279417.000000 Penalty: 792.950867
	Iteration 25Q: 3 clusters Score -279417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -279417.843750 Penalty: 792.950867
	Iteration 26Q: 3 clusters Score -279417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -279417.781250 Penalty: 792.950867
	Iteration 27Q: 3 clusters Score -279417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -279417.968750 Penalty: 792.950867
	Iteration 28Q: 3 clusters Score -279418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -279418.562500 Penalty: 792.950867
	Iteration 29Q: 3 clusters Score -279418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -279418.937500 Penalty: 792.950867
	Iteration 30Q: 3 clusters Score -279418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -279419.437500 Penalty: 792.950867
	Iteration 31Q: 3 clusters Score -279419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -279419.375000 Penalty: 792.950867
	Iteration 32Q: 3 clusters Score -279419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -279419.406250 Penalty: 792.950867
	Iteration 33Q: 3 clusters Score -279419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -279419.000000 Penalty: 792.950867
	Iteration 34Q: 3 clusters Score -279419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -279419.375000 Penalty: 792.950867
	Iteration 35Q: 3 clusters Score -279419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -279419.531250 Penalty: 792.950867
	Iteration 36Q: 3 clusters Score -279419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -279419.625000 Penalty: 792.950867
	Iteration 37Q: 3 clusters Score -279419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -279419.625000 Penalty: 792.950867
	Iteration 38Q: 3 clusters Score -279419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -279419.812500 Penalty: 792.950867
	Iteration 39Q: 3 clusters Score -279419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -279420.250000 Penalty: 792.950867
	Iteration 40F: 3 clusters Score -279420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -279420.656250 Penalty: 792.950867
	Iteration 41Q: 3 clusters Score -279420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -279421.125000 Penalty: 792.950867
	Iteration 42Q: 3 clusters Score -279421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -279420.468750 Penalty: 792.950867
	Iteration 43Q: 3 clusters Score -279420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -279420.687500 Penalty: 792.950867
	Iteration 44Q: 3 clusters Score -279420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -279421.093750 Penalty: 792.950867
	Iteration 45Q: 3 clusters Score -279421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -279421.031250 Penalty: 792.950867
	Iteration 46Q: 3 clusters Score -279421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -279421.125000 Penalty: 792.950867
	Iteration 47Q: 3 clusters Score -279421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -279421.062500 Penalty: 792.950867
	Iteration 48Q: 3 clusters Score -279421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -279421.437500 Penalty: 792.950867
	Iteration 49Q: 3 clusters Score -279421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -279421.437500 Penalty: 792.950867
	Iteration 50Q: 3 clusters Score -279421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -279421.531250 Penalty: 792.950867
	Iteration 51Q: 3 clusters Score -279421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -279421.531250 Penalty: 792.950867
	Iteration 52Q: 3 clusters Score -279421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -279421.625000 Penalty: 792.950867
	Iteration 53Q: 3 clusters Score -279421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -279422.031250 Penalty: 792.950867
	Iteration 54Q: 3 clusters Score -279422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -279424.562500 Penalty: 792.950867
	Iteration 55Q: 3 clusters Score -279424.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -279426.656250 Penalty: 792.950867
	Iteration 56Q: 3 clusters Score -279426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -279428.218750 Penalty: 792.950867
	Iteration 57Q: 3 clusters Score -279428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -279431.562500 Penalty: 792.950867
	Iteration 58Q: 3 clusters Score -279431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -279434.187500 Penalty: 792.950867
	Iteration 59Q: 3 clusters Score -279434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -279436.562500 Penalty: 792.950867
	Iteration 60F: 3 clusters Score -279436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -279438.750000 Penalty: 792.950867
	Iteration 61Q: 3 clusters Score -279438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -279440.312500 Penalty: 792.950867
	Iteration 62Q: 3 clusters Score -279440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -279441.468750 Penalty: 792.950867
	Iteration 63Q: 3 clusters Score -279441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -279441.906250 Penalty: 792.950867
	Iteration 64Q: 3 clusters Score -279441.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -279443.062500 Penalty: 792.950867
	Iteration 65Q: 3 clusters Score -279443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -279443.937500 Penalty: 792.950867
	Iteration 66Q: 3 clusters Score -279443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -279444.437500 Penalty: 792.950867
	Iteration 67Q: 3 clusters Score -279444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -279444.656250 Penalty: 792.950867
	Iteration 68Q: 3 clusters Score -279444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -279444.531250 Penalty: 792.950867
	Iteration 69Q: 3 clusters Score -279444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -279444.750000 Penalty: 792.950867
	Iteration 70Q: 3 clusters Score -279444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -279445.156250 Penalty: 792.950867
	Iteration 71Q: 3 clusters Score -279445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -279444.437500 Penalty: 792.950867
	Iteration 72Q: 3 clusters Score -279444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -279444.531250 Penalty: 792.950867
	Iteration 73Q: 3 clusters Score -279444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -279444.687500 Penalty: 792.950867
	Iteration 74Q: 3 clusters Score -279444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -279445.031250 Penalty: 792.950867
	Iteration 75Q: 3 clusters Score -279445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -279445.031250 Penalty: 792.950867
	Iteration 76F: 3 clusters Score -279445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7473.198730 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7473.199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7531.445312 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7531.445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7546.730469 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7546.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7556.228516 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7556.229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7561.966797 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7561.967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7567.847656 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7567.848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7569.391113 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7569.391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7569.391113 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -7569.391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -10212.261719 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -10212.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9883.767578 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -9883.768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9957.604492 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -9957.604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10000.002930 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -10000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10008.556641 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -10008.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10012.353516 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -10012.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10013.080078 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -10013.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10013.080078 Penalty: 505.319305
	Iteration 6F: 3 clusters Score -10013.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -54279.230469 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -54279.23 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 623 members 
Entering Unmasked Estep 
Score: -53330.996094 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -53331 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53684.269531 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -53684.27 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53814.968750 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -53814.97 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -53932.531250 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -53932.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -54021.222656 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -54021.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -54080.796875 Penalty: 648.693176
	Iteration 5F: 3 clusters Score -54080.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -54129.539062 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -54129.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -54162.003906 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -54162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -54174.816406 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -54174.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -54184.179688 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -54184.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -54185.761719 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -54185.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -54185.761719 Penalty: 648.693176
	Iteration 11F: 3 clusters Score -54185.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -208337.187500 Penalty: 380.786102
	Iteration 0F: 2 clusters Score -208337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -205399.250000 Penalty: 761.572205
	Iteration 0F: 3 clusters Score -205399.2 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -206510.453125 Penalty: 761.572205
	Iteration 1F: 3 clusters Score -206510.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -206660.046875 Penalty: 761.572205
	Iteration 2F: 3 clusters Score -206660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -206831.671875 Penalty: 761.572205
	Iteration 3F: 3 clusters Score -206831.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -207032.937500 Penalty: 761.572205
	Iteration 4F: 3 clusters Score -207032.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -207258.187500 Penalty: 761.572205
	Iteration 5F: 3 clusters Score -207258.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -207429.796875 Penalty: 761.572205
	Iteration 6Q: 3 clusters Score -207429.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -207542.468750 Penalty: 761.572205
	Iteration 7Q: 3 clusters Score -207542.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -207619.015625 Penalty: 761.572205
	Iteration 8Q: 3 clusters Score -207619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -207674.593750 Penalty: 761.572205
	Iteration 9Q: 3 clusters Score -207674.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -207712.890625 Penalty: 761.572205
	Iteration 10Q: 3 clusters Score -207712.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -207745.921875 Penalty: 761.572205
	Iteration 11Q: 3 clusters Score -207745.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -207778.343750 Penalty: 761.572205
	Iteration 12Q: 3 clusters Score -207778.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -207812.703125 Penalty: 761.572205
	Iteration 13Q: 3 clusters Score -207812.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -207847.390625 Penalty: 761.572205
	Iteration 14Q: 3 clusters Score -207847.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -207873.250000 Penalty: 761.572205
	Iteration 15Q: 3 clusters Score -207873.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -207898.500000 Penalty: 761.572205
	Iteration 16Q: 3 clusters Score -207898.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -207918.187500 Penalty: 761.572205
	Iteration 17Q: 3 clusters Score -207918.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -207926.843750 Penalty: 761.572205
	Iteration 18Q: 3 clusters Score -207926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -207932.109375 Penalty: 761.572205
	Iteration 19Q: 3 clusters Score -207932.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -207936.484375 Penalty: 761.572205
	Iteration 20F: 3 clusters Score -207936.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -207942.593750 Penalty: 761.572205
	Iteration 21Q: 3 clusters Score -207942.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -207953.296875 Penalty: 761.572205
	Iteration 22Q: 3 clusters Score -207953.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -207963.125000 Penalty: 761.572205
	Iteration 23Q: 3 clusters Score -207963.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -207970.203125 Penalty: 761.572205
	Iteration 24Q: 3 clusters Score -207970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -207976.750000 Penalty: 761.572205
	Iteration 25Q: 3 clusters Score -207976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -207982.203125 Penalty: 761.572205
	Iteration 26Q: 3 clusters Score -207982.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -207989.109375 Penalty: 761.572205
	Iteration 27Q: 3 clusters Score -207989.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -207993.218750 Penalty: 761.572205
	Iteration 28Q: 3 clusters Score -207993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -207996.343750 Penalty: 761.572205
	Iteration 29Q: 3 clusters Score -207996.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -208001.406250 Penalty: 761.572205
	Iteration 30Q: 3 clusters Score -208001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -208002.546875 Penalty: 761.572205
	Iteration 31Q: 3 clusters Score -208002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -208004.140625 Penalty: 761.572205
	Iteration 32Q: 3 clusters Score -208004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -208007.421875 Penalty: 761.572205
	Iteration 33Q: 3 clusters Score -208007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -208008.843750 Penalty: 761.572205
	Iteration 34Q: 3 clusters Score -208008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -208009.421875 Penalty: 761.572205
	Iteration 35Q: 3 clusters Score -208009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -208009.875000 Penalty: 761.572205
	Iteration 36Q: 3 clusters Score -208009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -208010.437500 Penalty: 761.572205
	Iteration 37Q: 3 clusters Score -208010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -208011.093750 Penalty: 761.572205
	Iteration 38Q: 3 clusters Score -208011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -208011.921875 Penalty: 761.572205
	Iteration 39Q: 3 clusters Score -208011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -208013.515625 Penalty: 761.572205
	Iteration 40F: 3 clusters Score -208013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -208015.125000 Penalty: 761.572205
	Iteration 41Q: 3 clusters Score -208015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -208016.062500 Penalty: 761.572205
	Iteration 42Q: 3 clusters Score -208016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -208016.062500 Penalty: 761.572205
	Iteration 43F: 3 clusters Score -208016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -58700.121094 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -58700.12 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 598 members 
Entering Unmasked Estep 
Score: -57793.242188 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -57793.24 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -58026.132812 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -58026.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -58059.710938 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -58059.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -58080.113281 Penalty: 644.588318
	Iteration 3Q: 3 clusters Score -58080.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -58096.792969 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -58096.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -58111.117188 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -58111.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -58128.550781 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -58128.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -58147.195312 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -58147.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58160.003906 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -58160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -58176.082031 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -58176.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -58191.691406 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -58191.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -58210.695312 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -58210.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -58235.781250 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -58235.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -58257.476562 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -58257.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -58274.332031 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -58274.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -58294.281250 Penalty: 644.588318
	Iteration 15Q: 3 clusters Score -58294.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -58308.855469 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -58308.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -58315.832031 Penalty: 644.588318
	Iteration 17Q: 3 clusters Score -58315.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -58320.863281 Penalty: 644.588318
	Iteration 18Q: 3 clusters Score -58320.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -58324.804688 Penalty: 644.588318
	Iteration 19Q: 3 clusters Score -58324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -58329.117188 Penalty: 644.588318
	Iteration 20F: 3 clusters Score -58329.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -58332.648438 Penalty: 644.588318
	Iteration 21Q: 3 clusters Score -58332.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -58335.558594 Penalty: 644.588318
	Iteration 22Q: 3 clusters Score -58335.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -58339.937500 Penalty: 644.588318
	Iteration 23Q: 3 clusters Score -58339.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -58341.960938 Penalty: 644.588318
	Iteration 24Q: 3 clusters Score -58341.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58344.484375 Penalty: 644.588318
	Iteration 25Q: 3 clusters Score -58344.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -58344.957031 Penalty: 644.588318
	Iteration 26Q: 3 clusters Score -58344.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -58345.539062 Penalty: 644.588318
	Iteration 27Q: 3 clusters Score -58345.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -58345.835938 Penalty: 644.588318
	Iteration 28Q: 3 clusters Score -58345.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -58346.312500 Penalty: 644.588318
	Iteration 29Q: 3 clusters Score -58346.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -58347.769531 Penalty: 644.588318
	Iteration 30Q: 3 clusters Score -58347.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58349.046875 Penalty: 644.588318
	Iteration 31Q: 3 clusters Score -58349.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -58349.332031 Penalty: 644.588318
	Iteration 32Q: 3 clusters Score -58349.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -58349.527344 Penalty: 644.588318
	Iteration 33Q: 3 clusters Score -58349.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -58349.687500 Penalty: 644.588318
	Iteration 34Q: 3 clusters Score -58349.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -58349.687500 Penalty: 644.588318
	Iteration 35F: 3 clusters Score -58349.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -16879.093750 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -16879.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16463.312500 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -16463.31 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16554.273438 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -16554.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16575.462891 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -16575.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16588.449219 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -16588.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16593.210938 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -16593.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16596.587891 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -16596.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16601.542969 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -16601.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16607.818359 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -16607.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16612.685547 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -16612.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16617.884766 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -16617.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16619.425781 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -16619.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16620.318359 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -16620.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16620.318359 Penalty: 536.640991
	Iteration 12F: 3 clusters Score -16620.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (341108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341108 members 
Entering Unmasked Estep 
Score: -16582210.000000 Penalty: 579.667908
	Iteration 0F: 2 clusters Score -1.658221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -16373789.000000 Penalty: 1159.335815
	Iteration 0F: 3 clusters Score -1.637379e+07 nChanged 168537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162918 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -16481500.000000 Penalty: 1159.335815
	Iteration 1F: 3 clusters Score -1.64815e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 182116 members 
Entering Unmasked Estep 
Score: -16487178.000000 Penalty: 1159.335815
	Iteration 2Q: 3 clusters Score -1.648718e+07 nChanged 16456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153346 members 
Mstep: Class 2 contains 187762 members 
Entering Unmasked Estep 
Score: -16495606.000000 Penalty: 1159.335815
	Iteration 3Q: 3 clusters Score -1.649561e+07 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 195214 members 
Entering Unmasked Estep 
Score: -16508408.000000 Penalty: 1159.335815
	Iteration 4F: 3 clusters Score -1.650841e+07 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 204282 members 
Entering Unmasked Estep 
Score: -16525839.000000 Penalty: 1159.335815
	Iteration 5F: 3 clusters Score -1.652584e+07 nChanged 19750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 213572 members 
Entering Unmasked Estep 
Score: -16541646.000000 Penalty: 1159.335815
	Iteration 6F: 3 clusters Score -1.654165e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 222292 members 
Entering Unmasked Estep 
Score: -16550624.000000 Penalty: 1159.335815
	Iteration 7Q: 3 clusters Score -1.655062e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 230593 members 
Entering Unmasked Estep 
Score: -16554817.000000 Penalty: 1159.335815
	Iteration 8Q: 3 clusters Score -1.655482e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 238722 members 
Entering Unmasked Estep 
Score: -16557503.000000 Penalty: 1159.335815
	Iteration 9Q: 3 clusters Score -1.65575e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 246835 members 
Entering Unmasked Estep 
Score: -16559754.000000 Penalty: 1159.335815
	Iteration 10Q: 3 clusters Score -1.655975e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 254903 members 
Entering Unmasked Estep 
Score: -16561938.000000 Penalty: 1159.335815
	Iteration 11Q: 3 clusters Score -1.656194e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 262860 members 
Entering Unmasked Estep 
Score: -16563989.000000 Penalty: 1159.335815
	Iteration 12Q: 3 clusters Score -1.656399e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 270832 members 
Entering Unmasked Estep 
Score: -16566071.000000 Penalty: 1159.335815
	Iteration 13Q: 3 clusters Score -1.656607e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 278598 members 
Entering Unmasked Estep 
Score: -16568099.000000 Penalty: 1159.335815
	Iteration 14Q: 3 clusters Score -1.65681e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 285939 members 
Entering Unmasked Estep 
Score: -16570236.000000 Penalty: 1159.335815
	Iteration 15Q: 3 clusters Score -1.657024e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 292713 members 
Entering Unmasked Estep 
Score: -16571856.000000 Penalty: 1159.335815
	Iteration 16Q: 3 clusters Score -1.657186e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 298872 members 
Entering Unmasked Estep 
Score: -16573775.000000 Penalty: 1159.335815
	Iteration 17Q: 3 clusters Score -1.657378e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 304327 members 
Entering Unmasked Estep 
Score: -16575132.000000 Penalty: 1159.335815
	Iteration 18Q: 3 clusters Score -1.657513e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 309101 members 
Entering Unmasked Estep 
Score: -16576072.000000 Penalty: 1159.335815
	Iteration 19Q: 3 clusters Score -1.657607e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 313382 members 
Entering Unmasked Estep 
Score: -16576911.000000 Penalty: 1159.335815
	Iteration 20F: 3 clusters Score -1.657691e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 317355 members 
Entering Unmasked Estep 
Score: -16578278.000000 Penalty: 1159.335815
	Iteration 21Q: 3 clusters Score -1.657828e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 321098 members 
Entering Unmasked Estep 
Score: -16579713.000000 Penalty: 1159.335815
	Iteration 22Q: 3 clusters Score -1.657971e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 324663 members 
Entering Unmasked Estep 
Score: -16581087.000000 Penalty: 1159.335815
	Iteration 23Q: 3 clusters Score -1.658109e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 327946 members 
Entering Unmasked Estep 
Score: -16582329.000000 Penalty: 1159.335815
	Iteration 24Q: 3 clusters Score -1.658233e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 330732 members 
Entering Unmasked Estep 
Score: -16583439.000000 Penalty: 1159.335815
	Iteration 25Q: 3 clusters Score -1.658344e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 333016 members 
Entering Unmasked Estep 
Score: -16584222.000000 Penalty: 1159.335815
	Iteration 26Q: 3 clusters Score -1.658422e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 334758 members 
Entering Unmasked Estep 
Score: -16584294.000000 Penalty: 1159.335815
	Iteration 27Q: 3 clusters Score -1.658429e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 336107 members 
Entering Unmasked Estep 
Score: -16584025.000000 Penalty: 1159.335815
	Iteration 28Q: 3 clusters Score -1.658402e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 337143 members 
Entering Unmasked Estep 
Score: -16583693.000000 Penalty: 1159.335815
	Iteration 29Q: 3 clusters Score -1.658369e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 337915 members 
Entering Unmasked Estep 
Score: -16583434.000000 Penalty: 1159.335815
	Iteration 30Q: 3 clusters Score -1.658343e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 338482 members 
Entering Unmasked Estep 
Score: -16583254.000000 Penalty: 1159.335815
	Iteration 31Q: 3 clusters Score -1.658325e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 338915 members 
Entering Unmasked Estep 
Score: -16583069.000000 Penalty: 1159.335815
	Iteration 32Q: 3 clusters Score -1.658307e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 339254 members 
Entering Unmasked Estep 
Score: -16582899.000000 Penalty: 1159.335815
	Iteration 33Q: 3 clusters Score -1.65829e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 339487 members 
Entering Unmasked Estep 
Score: -16582789.000000 Penalty: 1159.335815
	Iteration 34Q: 3 clusters Score -1.658279e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 339683 members 
Entering Unmasked Estep 
Score: -16582696.000000 Penalty: 1159.335815
	Iteration 35Q: 3 clusters Score -1.65827e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 339832 members 
Entering Unmasked Estep 
Score: -16582604.000000 Penalty: 1159.335815
	Iteration 36Q: 3 clusters Score -1.65826e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 339946 members 
Entering Unmasked Estep 
Score: -16582533.000000 Penalty: 1159.335815
	Iteration 37Q: 3 clusters Score -1.658253e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 340022 members 
Entering Unmasked Estep 
Score: -16582496.000000 Penalty: 1159.335815
	Iteration 38Q: 3 clusters Score -1.65825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 340088 members 
Entering Unmasked Estep 
Score: -16582455.000000 Penalty: 1159.335815
	Iteration 39Q: 3 clusters Score -1.658246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 340154 members 
Entering Unmasked Estep 
Score: -16582424.000000 Penalty: 1159.335815
	Iteration 40F: 3 clusters Score -1.658242e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 340200 members 
Entering Unmasked Estep 
Score: -16582408.000000 Penalty: 1159.335815
	Iteration 41Q: 3 clusters Score -1.658241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 340231 members 
Entering Unmasked Estep 
Score: -16582386.000000 Penalty: 1159.335815
	Iteration 42Q: 3 clusters Score -1.658239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 340253 members 
Entering Unmasked Estep 
Score: -16582402.000000 Penalty: 1159.335815
	Iteration 43Q: 3 clusters Score -1.65824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 340274 members 
Entering Unmasked Estep 
Score: -16582388.000000 Penalty: 1159.335815
	Iteration 44Q: 3 clusters Score -1.658239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 340298 members 
Entering Unmasked Estep 
Score: -16582361.000000 Penalty: 1159.335815
	Iteration 45Q: 3 clusters Score -1.658236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 340319 members 
Entering Unmasked Estep 
Score: -16582349.000000 Penalty: 1159.335815
	Iteration 46Q: 3 clusters Score -1.658235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 340333 members 
Entering Unmasked Estep 
Score: -16582352.000000 Penalty: 1159.335815
	Iteration 47Q: 3 clusters Score -1.658235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 340347 members 
Entering Unmasked Estep 
Score: -16582338.000000 Penalty: 1159.335815
	Iteration 48Q: 3 clusters Score -1.658234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 340358 members 
Entering Unmasked Estep 
Score: -16582325.000000 Penalty: 1159.335815
	Iteration 49Q: 3 clusters Score -1.658232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 340373 members 
Entering Unmasked Estep 
Score: -16582328.000000 Penalty: 1159.335815
	Iteration 50Q: 3 clusters Score -1.658233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 340381 members 
Entering Unmasked Estep 
Score: -16582339.000000 Penalty: 1159.335815
	Iteration 51Q: 3 clusters Score -1.658234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 340388 members 
Entering Unmasked Estep 
Score: -16582343.000000 Penalty: 1159.335815
	Iteration 52Q: 3 clusters Score -1.658234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 340396 members 
Entering Unmasked Estep 
Score: -16582332.000000 Penalty: 1159.335815
	Iteration 53Q: 3 clusters Score -1.658233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 340405 members 
Entering Unmasked Estep 
Score: -16582328.000000 Penalty: 1159.335815
	Iteration 54Q: 3 clusters Score -1.658233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 340414 members 
Entering Unmasked Estep 
Score: -16582317.000000 Penalty: 1159.335815
	Iteration 55Q: 3 clusters Score -1.658232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 340424 members 
Entering Unmasked Estep 
Score: -16582308.000000 Penalty: 1159.335815
	Iteration 56Q: 3 clusters Score -1.658231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 340431 members 
Entering Unmasked Estep 
Score: -16582296.000000 Penalty: 1159.335815
	Iteration 57Q: 3 clusters Score -1.65823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 340439 members 
Entering Unmasked Estep 
Score: -16582296.000000 Penalty: 1159.335815
	Iteration 58Q: 3 clusters Score -1.65823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 340447 members 
Entering Unmasked Estep 
Score: -16582302.000000 Penalty: 1159.335815
	Iteration 59Q: 3 clusters Score -1.65823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 340455 members 
Entering Unmasked Estep 
Score: -16582299.000000 Penalty: 1159.335815
	Iteration 60F: 3 clusters Score -1.65823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 340459 members 
Entering Unmasked Estep 
Score: -16582288.000000 Penalty: 1159.335815
	Iteration 61Q: 3 clusters Score -1.658229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 340462 members 
Entering Unmasked Estep 
Score: -16582289.000000 Penalty: 1159.335815
	Iteration 62Q: 3 clusters Score -1.658229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 340466 members 
Entering Unmasked Estep 
Score: -16582291.000000 Penalty: 1159.335815
	Iteration 63Q: 3 clusters Score -1.658229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 340476 members 
Entering Unmasked Estep 
Score: -16582279.000000 Penalty: 1159.335815
	Iteration 64Q: 3 clusters Score -1.658228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 340479 members 
Entering Unmasked Estep 
Score: -16582283.000000 Penalty: 1159.335815
	Iteration 65Q: 3 clusters Score -1.658228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 340485 members 
Entering Unmasked Estep 
Score: -16582267.000000 Penalty: 1159.335815
	Iteration 66Q: 3 clusters Score -1.658227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 340488 members 
Entering Unmasked Estep 
Score: -16582279.000000 Penalty: 1159.335815
	Iteration 67Q: 3 clusters Score -1.658228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 340489 members 
Entering Unmasked Estep 
Score: -16582274.000000 Penalty: 1159.335815
	Iteration 68Q: 3 clusters Score -1.658227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340493 members 
Entering Unmasked Estep 
Score: -16582270.000000 Penalty: 1159.335815
	Iteration 69Q: 3 clusters Score -1.658227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 340496 members 
Entering Unmasked Estep 
Score: -16582259.000000 Penalty: 1159.335815
	Iteration 70Q: 3 clusters Score -1.658226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 340499 members 
Entering Unmasked Estep 
Score: -16582262.000000 Penalty: 1159.335815
	Iteration 71Q: 3 clusters Score -1.658226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 340502 members 
Entering Unmasked Estep 
Score: -16582271.000000 Penalty: 1159.335815
	Iteration 72Q: 3 clusters Score -1.658227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 340505 members 
Entering Unmasked Estep 
Score: -16582258.000000 Penalty: 1159.335815
	Iteration 73Q: 3 clusters Score -1.658226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 340511 members 
Entering Unmasked Estep 
Score: -16582268.000000 Penalty: 1159.335815
	Iteration 74Q: 3 clusters Score -1.658227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 340516 members 
Entering Unmasked Estep 
Score: -16582270.000000 Penalty: 1159.335815
	Iteration 75Q: 3 clusters Score -1.658227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 340519 members 
Entering Unmasked Estep 
Score: -16582278.000000 Penalty: 1159.335815
	Iteration 76Q: 3 clusters Score -1.658228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 340529 members 
Entering Unmasked Estep 
Score: -16582282.000000 Penalty: 1159.335815
	Iteration 77Q: 3 clusters Score -1.658228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 340535 members 
Entering Unmasked Estep 
Score: -16582275.000000 Penalty: 1159.335815
	Iteration 78Q: 3 clusters Score -1.658228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 340538 members 
Entering Unmasked Estep 
Score: -16582270.000000 Penalty: 1159.335815
	Iteration 79Q: 3 clusters Score -1.658227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340540 members 
Entering Unmasked Estep 
Score: -16582267.000000 Penalty: 1159.335815
	Iteration 80F: 3 clusters Score -1.658227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 340543 members 
Entering Unmasked Estep 
Score: -16582260.000000 Penalty: 1159.335815
	Iteration 81Q: 3 clusters Score -1.658226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 340547 members 
Entering Unmasked Estep 
Score: -16582253.000000 Penalty: 1159.335815
	Iteration 82Q: 3 clusters Score -1.658225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 340550 members 
Entering Unmasked Estep 
Score: -16582256.000000 Penalty: 1159.335815
	Iteration 83Q: 3 clusters Score -1.658226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 340553 members 
Entering Unmasked Estep 
Score: -16582252.000000 Penalty: 1159.335815
	Iteration 84Q: 3 clusters Score -1.658225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 340553 members 
Entering Unmasked Estep 
Score: -16582252.000000 Penalty: 1159.335815
	Iteration 85F: 3 clusters Score -1.658225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 66019 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37967 members 
Mstep: Class 27 contains 340553 members 
Entering Unmasked Estep 
Score: -25302376.000000 Penalty: 16193.877930
Splitting cluster 8 changes total score from -25302286.000000 to -25302376.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -60935.890625 Penalty: 320.064667
	Iteration 0F: 2 clusters Score -60935.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60032.578125 Penalty: 640.129333
	Iteration 0F: 3 clusters Score -60032.58 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60285.464844 Penalty: 640.129333
	Iteration 1F: 3 clusters Score -60285.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60339.687500 Penalty: 640.129333
	Iteration 2F: 3 clusters Score -60339.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60369.949219 Penalty: 640.129333
	Iteration 3F: 3 clusters Score -60369.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60393.890625 Penalty: 640.129333
	Iteration 4Q: 3 clusters Score -60393.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -60410.019531 Penalty: 640.129333
	Iteration 5Q: 3 clusters Score -60410.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60421.863281 Penalty: 640.129333
	Iteration 6Q: 3 clusters Score -60421.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60434.519531 Penalty: 640.129333
	Iteration 7Q: 3 clusters Score -60434.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60447.570312 Penalty: 640.129333
	Iteration 8Q: 3 clusters Score -60447.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60458.746094 Penalty: 640.129333
	Iteration 9Q: 3 clusters Score -60458.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60471.851562 Penalty: 640.129333
	Iteration 10Q: 3 clusters Score -60471.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60499.125000 Penalty: 640.129333
	Iteration 11Q: 3 clusters Score -60499.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60524.164062 Penalty: 640.129333
	Iteration 12Q: 3 clusters Score -60524.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60547.261719 Penalty: 640.129333
	Iteration 13Q: 3 clusters Score -60547.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60565.660156 Penalty: 640.129333
	Iteration 14Q: 3 clusters Score -60565.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60582.046875 Penalty: 640.129333
	Iteration 15Q: 3 clusters Score -60582.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60591.046875 Penalty: 640.129333
	Iteration 16Q: 3 clusters Score -60591.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60595.667969 Penalty: 640.129333
	Iteration 17Q: 3 clusters Score -60595.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60600.039062 Penalty: 640.129333
	Iteration 18Q: 3 clusters Score -60600.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60603.933594 Penalty: 640.129333
	Iteration 19Q: 3 clusters Score -60603.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60608.773438 Penalty: 640.129333
	Iteration 20F: 3 clusters Score -60608.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60613.656250 Penalty: 640.129333
	Iteration 21Q: 3 clusters Score -60613.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -60615.515625 Penalty: 640.129333
	Iteration 22Q: 3 clusters Score -60615.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -60617.074219 Penalty: 640.129333
	Iteration 23Q: 3 clusters Score -60617.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60619.359375 Penalty: 640.129333
	Iteration 24Q: 3 clusters Score -60619.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60621.960938 Penalty: 640.129333
	Iteration 25Q: 3 clusters Score -60621.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60623.105469 Penalty: 640.129333
	Iteration 26Q: 3 clusters Score -60623.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60623.492188 Penalty: 640.129333
	Iteration 27Q: 3 clusters Score -60623.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60623.734375 Penalty: 640.129333
	Iteration 28Q: 3 clusters Score -60623.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60623.734375 Penalty: 640.129333
	Iteration 29F: 3 clusters Score -60623.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -113838.468750 Penalty: 351.442230
	Iteration 0F: 2 clusters Score -113838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -112219.710938 Penalty: 702.884460
	Iteration 0F: 3 clusters Score -112219.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -112778.312500 Penalty: 702.884460
	Iteration 1F: 3 clusters Score -112778.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -112839.718750 Penalty: 702.884460
	Iteration 2F: 3 clusters Score -112839.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -112889.531250 Penalty: 702.884460
	Iteration 3Q: 3 clusters Score -112889.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -112929.101562 Penalty: 702.884460
	Iteration 4Q: 3 clusters Score -112929.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -112959.429688 Penalty: 702.884460
	Iteration 5Q: 3 clusters Score -112959.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -112989.351562 Penalty: 702.884460
	Iteration 6Q: 3 clusters Score -112989.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -113016.937500 Penalty: 702.884460
	Iteration 7Q: 3 clusters Score -113016.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -113052.218750 Penalty: 702.884460
	Iteration 8Q: 3 clusters Score -113052.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -113094.835938 Penalty: 702.884460
	Iteration 9Q: 3 clusters Score -113094.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -113135.882812 Penalty: 702.884460
	Iteration 10Q: 3 clusters Score -113135.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -113160.867188 Penalty: 702.884460
	Iteration 11Q: 3 clusters Score -113160.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -113202.398438 Penalty: 702.884460
	Iteration 12Q: 3 clusters Score -113202.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -113252.968750 Penalty: 702.884460
	Iteration 13Q: 3 clusters Score -113253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -113307.101562 Penalty: 702.884460
	Iteration 14Q: 3 clusters Score -113307.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -113360.679688 Penalty: 702.884460
	Iteration 15Q: 3 clusters Score -113360.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -113402.812500 Penalty: 702.884460
	Iteration 16Q: 3 clusters Score -113402.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -113432.007812 Penalty: 702.884460
	Iteration 17Q: 3 clusters Score -113432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -113452.664062 Penalty: 702.884460
	Iteration 18Q: 3 clusters Score -113452.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -113478.617188 Penalty: 702.884460
	Iteration 19Q: 3 clusters Score -113478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -113500.390625 Penalty: 702.884460
	Iteration 20F: 3 clusters Score -113500.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -113513.671875 Penalty: 702.884460
	Iteration 21Q: 3 clusters Score -113513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -113522.734375 Penalty: 702.884460
	Iteration 22Q: 3 clusters Score -113522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -113526.945312 Penalty: 702.884460
	Iteration 23Q: 3 clusters Score -113526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -113534.937500 Penalty: 702.884460
	Iteration 24Q: 3 clusters Score -113534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -113539.070312 Penalty: 702.884460
	Iteration 25Q: 3 clusters Score -113539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -113539.781250 Penalty: 702.884460
	Iteration 26Q: 3 clusters Score -113539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -113539.781250 Penalty: 702.884460
	Iteration 27F: 3 clusters Score -113539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39099.457031 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39099.46 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39357.476562 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39357.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39456.562500 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39456.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39556.550781 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39556.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39610.179688 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39610.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39645.253906 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39645.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39671.027344 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39671.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39705.757812 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39705.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39743.609375 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39743.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39759.531250 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39759.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39763.285156 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39763.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39772.628906 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39772.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39783.835938 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39783.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39791.902344 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39794.335938 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39794.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39796.753906 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39796.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39800.535156 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39800.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39811.781250 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39811.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39819.089844 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39819.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39829.164062 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39829.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39834.664062 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39834.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39835.015625 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -39835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39835.015625 Penalty: 614.243774
	Iteration 22F: 3 clusters Score -39835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 66019 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37967 members 
Mstep: Class 27 contains 340553 members 
Mstep: Class 28 contains 122 members 
Entering Unmasked Estep 
Score: -25302096.000000 Penalty: 16793.650391
Splitting cluster 11 changes total score from -25302286.000000 to -25302096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -80805.703125 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -80805.7 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 786 members 
Entering Unmasked Estep 
Score: -79616.695312 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -79616.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -79950.851562 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -79950.85 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -80007.703125 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -80007.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -80053.062500 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -80053.06 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -80086.562500 Penalty: 670.748291
	Iteration 4Q: 3 clusters Score -80086.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -80111.710938 Penalty: 670.748291
	Iteration 5Q: 3 clusters Score -80111.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -80133.703125 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -80133.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -80158.453125 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -80158.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -80188.726562 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -80188.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -80219.039062 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -80219.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -80252.734375 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -80252.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -80289.812500 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -80289.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -80322.296875 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -80322.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -80338.234375 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -80338.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -80350.484375 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -80350.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -80363.742188 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -80363.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -80372.546875 Penalty: 670.748291
	Iteration 16Q: 3 clusters Score -80372.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -80376.898438 Penalty: 670.748291
	Iteration 17Q: 3 clusters Score -80376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -80378.343750 Penalty: 670.748291
	Iteration 18Q: 3 clusters Score -80378.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80379.921875 Penalty: 670.748291
	Iteration 19Q: 3 clusters Score -80379.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80380.437500 Penalty: 670.748291
	Iteration 20F: 3 clusters Score -80380.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80380.820312 Penalty: 670.748291
	Iteration 21Q: 3 clusters Score -80380.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80382.304688 Penalty: 670.748291
	Iteration 22Q: 3 clusters Score -80382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80383.445312 Penalty: 670.748291
	Iteration 23Q: 3 clusters Score -80383.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80384.242188 Penalty: 670.748291
	Iteration 24Q: 3 clusters Score -80384.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -80385.679688 Penalty: 670.748291
	Iteration 25Q: 3 clusters Score -80385.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -80387.953125 Penalty: 670.748291
	Iteration 26Q: 3 clusters Score -80387.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -80390.640625 Penalty: 670.748291
	Iteration 27Q: 3 clusters Score -80390.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -80393.835938 Penalty: 670.748291
	Iteration 28Q: 3 clusters Score -80393.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -80397.148438 Penalty: 670.748291
	Iteration 29Q: 3 clusters Score -80397.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -80400.703125 Penalty: 670.748291
	Iteration 30Q: 3 clusters Score -80400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -80403.796875 Penalty: 670.748291
	Iteration 31Q: 3 clusters Score -80403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -80409.687500 Penalty: 670.748291
	Iteration 32Q: 3 clusters Score -80409.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -80412.929688 Penalty: 670.748291
	Iteration 33Q: 3 clusters Score -80412.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -80415.218750 Penalty: 670.748291
	Iteration 34Q: 3 clusters Score -80415.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -80417.421875 Penalty: 670.748291
	Iteration 35Q: 3 clusters Score -80417.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -80420.015625 Penalty: 670.748291
	Iteration 36Q: 3 clusters Score -80420.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -80422.171875 Penalty: 670.748291
	Iteration 37Q: 3 clusters Score -80422.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -80423.695312 Penalty: 670.748291
	Iteration 38Q: 3 clusters Score -80423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -80425.156250 Penalty: 670.748291
	Iteration 39Q: 3 clusters Score -80425.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80426.742188 Penalty: 670.748291
	Iteration 40F: 3 clusters Score -80426.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -80427.398438 Penalty: 670.748291
	Iteration 41Q: 3 clusters Score -80427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -80427.695312 Penalty: 670.748291
	Iteration 42Q: 3 clusters Score -80427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -80427.695312 Penalty: 670.748291
	Iteration 43F: 3 clusters Score -80427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -63651.367188 Penalty: 329.056458
	Iteration 0F: 2 clusters Score -63651.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -62611.019531 Penalty: 658.112915
	Iteration 0F: 3 clusters Score -62611.02 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62894.339844 Penalty: 658.112915
	Iteration 1F: 3 clusters Score -62894.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -62942.820312 Penalty: 658.112915
	Iteration 2F: 3 clusters Score -62942.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62979.367188 Penalty: 658.112915
	Iteration 3Q: 3 clusters Score -62979.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -63012.054688 Penalty: 658.112915
	Iteration 4Q: 3 clusters Score -63012.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63041.113281 Penalty: 658.112915
	Iteration 5Q: 3 clusters Score -63041.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -63068.968750 Penalty: 658.112915
	Iteration 6Q: 3 clusters Score -63068.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -63097.800781 Penalty: 658.112915
	Iteration 7Q: 3 clusters Score -63097.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63131.187500 Penalty: 658.112915
	Iteration 8Q: 3 clusters Score -63131.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63169.847656 Penalty: 658.112915
	Iteration 9Q: 3 clusters Score -63169.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63201.679688 Penalty: 658.112915
	Iteration 10Q: 3 clusters Score -63201.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63226.964844 Penalty: 658.112915
	Iteration 11Q: 3 clusters Score -63226.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63245.921875 Penalty: 658.112915
	Iteration 12Q: 3 clusters Score -63245.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63273.937500 Penalty: 658.112915
	Iteration 13Q: 3 clusters Score -63273.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63290.621094 Penalty: 658.112915
	Iteration 14Q: 3 clusters Score -63290.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63299.644531 Penalty: 658.112915
	Iteration 15Q: 3 clusters Score -63299.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63305.359375 Penalty: 658.112915
	Iteration 16Q: 3 clusters Score -63305.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63308.781250 Penalty: 658.112915
	Iteration 17Q: 3 clusters Score -63308.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63313.164062 Penalty: 658.112915
	Iteration 18Q: 3 clusters Score -63313.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63324.136719 Penalty: 658.112915
	Iteration 19Q: 3 clusters Score -63324.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63333.738281 Penalty: 658.112915
	Iteration 20F: 3 clusters Score -63333.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63338.355469 Penalty: 658.112915
	Iteration 21Q: 3 clusters Score -63338.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63340.113281 Penalty: 658.112915
	Iteration 22Q: 3 clusters Score -63340.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63341.804688 Penalty: 658.112915
	Iteration 23Q: 3 clusters Score -63341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63344.324219 Penalty: 658.112915
	Iteration 24Q: 3 clusters Score -63344.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63346.734375 Penalty: 658.112915
	Iteration 25Q: 3 clusters Score -63346.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63348.535156 Penalty: 658.112915
	Iteration 26Q: 3 clusters Score -63348.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63348.992188 Penalty: 658.112915
	Iteration 27Q: 3 clusters Score -63348.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63351.339844 Penalty: 658.112915
	Iteration 28Q: 3 clusters Score -63351.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63354.214844 Penalty: 658.112915
	Iteration 29Q: 3 clusters Score -63354.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63356.867188 Penalty: 658.112915
	Iteration 30Q: 3 clusters Score -63356.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63358.574219 Penalty: 658.112915
	Iteration 31Q: 3 clusters Score -63358.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63359.242188 Penalty: 658.112915
	Iteration 32Q: 3 clusters Score -63359.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63360.015625 Penalty: 658.112915
	Iteration 33Q: 3 clusters Score -63360.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63360.863281 Penalty: 658.112915
	Iteration 34Q: 3 clusters Score -63360.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63361.652344 Penalty: 658.112915
	Iteration 35Q: 3 clusters Score -63361.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63362.234375 Penalty: 658.112915
	Iteration 36Q: 3 clusters Score -63362.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63363.703125 Penalty: 658.112915
	Iteration 37Q: 3 clusters Score -63363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63364.617188 Penalty: 658.112915
	Iteration 38Q: 3 clusters Score -63364.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63364.707031 Penalty: 658.112915
	Iteration 39Q: 3 clusters Score -63364.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63364.707031 Penalty: 658.112915
	Iteration 40F: 3 clusters Score -63364.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -374514.218750 Penalty: 404.104584
	Iteration 0F: 2 clusters Score -374514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -369672.375000 Penalty: 808.209167
	Iteration 0F: 3 clusters Score -369672.4 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -371592.000000 Penalty: 808.209167
	Iteration 1F: 3 clusters Score -371592 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -371812.812500 Penalty: 808.209167
	Iteration 2F: 3 clusters Score -371812.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -372071.906250 Penalty: 808.209167
	Iteration 3F: 3 clusters Score -372071.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -372409.125000 Penalty: 808.209167
	Iteration 4F: 3 clusters Score -372409.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -372819.156250 Penalty: 808.209167
	Iteration 5F: 3 clusters Score -372819.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -373229.781250 Penalty: 808.209167
	Iteration 6F: 3 clusters Score -373229.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -373497.218750 Penalty: 808.209167
	Iteration 7Q: 3 clusters Score -373497.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -373690.125000 Penalty: 808.209167
	Iteration 8Q: 3 clusters Score -373690.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -373819.750000 Penalty: 808.209167
	Iteration 9Q: 3 clusters Score -373819.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -373914.125000 Penalty: 808.209167
	Iteration 10Q: 3 clusters Score -373914.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -373980.281250 Penalty: 808.209167
	Iteration 11Q: 3 clusters Score -373980.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -374026.562500 Penalty: 808.209167
	Iteration 12Q: 3 clusters Score -374026.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -374058.312500 Penalty: 808.209167
	Iteration 13Q: 3 clusters Score -374058.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -374081.500000 Penalty: 808.209167
	Iteration 14Q: 3 clusters Score -374081.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -374096.218750 Penalty: 808.209167
	Iteration 15Q: 3 clusters Score -374096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -374106.312500 Penalty: 808.209167
	Iteration 16Q: 3 clusters Score -374106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -374116.218750 Penalty: 808.209167
	Iteration 17Q: 3 clusters Score -374116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -374128.906250 Penalty: 808.209167
	Iteration 18Q: 3 clusters Score -374128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -374139.937500 Penalty: 808.209167
	Iteration 19Q: 3 clusters Score -374139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -374144.531250 Penalty: 808.209167
	Iteration 20F: 3 clusters Score -374144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -374149.812500 Penalty: 808.209167
	Iteration 21Q: 3 clusters Score -374149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -374150.156250 Penalty: 808.209167
	Iteration 22Q: 3 clusters Score -374150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -374150.156250 Penalty: 808.209167
	Iteration 23F: 3 clusters Score -374150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (66019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Entering Unmasked Estep 
Score: -3360889.750000 Penalty: 504.945282
	Iteration 0F: 2 clusters Score -3360890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3316248.750000 Penalty: 1009.890564
	Iteration 0F: 3 clusters Score -3316249 nChanged 32167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -3336173.000000 Penalty: 1009.890564
	Iteration 1F: 3 clusters Score -3336173 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -3337635.250000 Penalty: 1009.890564
	Iteration 2F: 3 clusters Score -3337635 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -3340195.000000 Penalty: 1009.890564
	Iteration 3F: 3 clusters Score -3340195 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -3344390.000000 Penalty: 1009.890564
	Iteration 4F: 3 clusters Score -3344390 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -3349617.500000 Penalty: 1009.890564
	Iteration 5F: 3 clusters Score -3349618 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -3354400.500000 Penalty: 1009.890564
	Iteration 6F: 3 clusters Score -3354400 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -3357454.750000 Penalty: 1009.890564
	Iteration 7Q: 3 clusters Score -3357455 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -3358999.500000 Penalty: 1009.890564
	Iteration 8Q: 3 clusters Score -3359000 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -3359716.750000 Penalty: 1009.890564
	Iteration 9Q: 3 clusters Score -3359717 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -3360061.250000 Penalty: 1009.890564
	Iteration 10Q: 3 clusters Score -3360061 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -3360276.000000 Penalty: 1009.890564
	Iteration 11Q: 3 clusters Score -3360276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -3360369.000000 Penalty: 1009.890564
	Iteration 12Q: 3 clusters Score -3360369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -3360408.250000 Penalty: 1009.890564
	Iteration 13Q: 3 clusters Score -3360408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -3360423.250000 Penalty: 1009.890564
	Iteration 14Q: 3 clusters Score -3360423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -3360427.250000 Penalty: 1009.890564
	Iteration 15Q: 3 clusters Score -3360427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -3360433.750000 Penalty: 1009.890564
	Iteration 16Q: 3 clusters Score -3360434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -3360437.750000 Penalty: 1009.890564
	Iteration 17Q: 3 clusters Score -3360438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -3360437.500000 Penalty: 1009.890564
	Iteration 18Q: 3 clusters Score -3360438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -3360437.500000 Penalty: 1009.890564
	Iteration 19F: 3 clusters Score -3360438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15390.875000 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15390.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15478.558594 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15478.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15490.941406 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15490.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15498.713867 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15498.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15505.019531 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15505.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15506.459961 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15506.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15506.806641 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15506.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15506.806641 Penalty: 533.590454
	Iteration 7F: 3 clusters Score -15506.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Entering Unmasked Estep 
Score: -551227.687500 Penalty: 424.348663
	Iteration 0F: 2 clusters Score -551227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -543712.687500 Penalty: 848.697327
	Iteration 0F: 3 clusters Score -543712.7 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -546840.125000 Penalty: 848.697327
	Iteration 1F: 3 clusters Score -546840.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -547151.437500 Penalty: 848.697327
	Iteration 2F: 3 clusters Score -547151.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -547541.125000 Penalty: 848.697327
	Iteration 3F: 3 clusters Score -547541.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -548044.250000 Penalty: 848.697327
	Iteration 4F: 3 clusters Score -548044.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -548545.625000 Penalty: 848.697327
	Iteration 5F: 3 clusters Score -548545.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -549050.125000 Penalty: 848.697327
	Iteration 6F: 3 clusters Score -549050.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -549453.875000 Penalty: 848.697327
	Iteration 7Q: 3 clusters Score -549453.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -549793.375000 Penalty: 848.697327
	Iteration 8Q: 3 clusters Score -549793.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -550084.062500 Penalty: 848.697327
	Iteration 9Q: 3 clusters Score -550084.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -550312.062500 Penalty: 848.697327
	Iteration 10Q: 3 clusters Score -550312.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -550441.500000 Penalty: 848.697327
	Iteration 11Q: 3 clusters Score -550441.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -550551.187500 Penalty: 848.697327
	Iteration 12Q: 3 clusters Score -550551.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -550627.687500 Penalty: 848.697327
	Iteration 13Q: 3 clusters Score -550627.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -550687.250000 Penalty: 848.697327
	Iteration 14Q: 3 clusters Score -550687.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -550731.500000 Penalty: 848.697327
	Iteration 15Q: 3 clusters Score -550731.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -550757.812500 Penalty: 848.697327
	Iteration 16Q: 3 clusters Score -550757.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -550776.125000 Penalty: 848.697327
	Iteration 17Q: 3 clusters Score -550776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -550788.125000 Penalty: 848.697327
	Iteration 18Q: 3 clusters Score -550788.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -550797.687500 Penalty: 848.697327
	Iteration 19Q: 3 clusters Score -550797.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -550801.750000 Penalty: 848.697327
	Iteration 20F: 3 clusters Score -550801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -550804.812500 Penalty: 848.697327
	Iteration 21Q: 3 clusters Score -550804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -550811.375000 Penalty: 848.697327
	Iteration 22Q: 3 clusters Score -550811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -550814.812500 Penalty: 848.697327
	Iteration 23Q: 3 clusters Score -550814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -550820.187500 Penalty: 848.697327
	Iteration 24Q: 3 clusters Score -550820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -550824.500000 Penalty: 848.697327
	Iteration 25Q: 3 clusters Score -550824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -550827.500000 Penalty: 848.697327
	Iteration 26Q: 3 clusters Score -550827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -550830.062500 Penalty: 848.697327
	Iteration 27Q: 3 clusters Score -550830.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -550838.000000 Penalty: 848.697327
	Iteration 28Q: 3 clusters Score -550838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -550844.312500 Penalty: 848.697327
	Iteration 29Q: 3 clusters Score -550844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -550848.937500 Penalty: 848.697327
	Iteration 30Q: 3 clusters Score -550848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -550849.750000 Penalty: 848.697327
	Iteration 31Q: 3 clusters Score -550849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -550852.625000 Penalty: 848.697327
	Iteration 32Q: 3 clusters Score -550852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -550856.312500 Penalty: 848.697327
	Iteration 33Q: 3 clusters Score -550856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -550858.437500 Penalty: 848.697327
	Iteration 34Q: 3 clusters Score -550858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -550858.437500 Penalty: 848.697327
	Iteration 35Q: 3 clusters Score -550858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -550858.875000 Penalty: 848.697327
	Iteration 36Q: 3 clusters Score -550858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -550858.750000 Penalty: 848.697327
	Iteration 37Q: 3 clusters Score -550858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -550858.750000 Penalty: 848.697327
	Iteration 38F: 3 clusters Score -550858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Entering Unmasked Estep 
Score: -1519953.625000 Penalty: 472.501465
	Iteration 0F: 2 clusters Score -1519954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1498361.000000 Penalty: 945.002930
	Iteration 0F: 3 clusters Score -1498361 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1507579.250000 Penalty: 945.002930
	Iteration 1F: 3 clusters Score -1507579 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1508282.875000 Penalty: 945.002930
	Iteration 2F: 3 clusters Score -1508283 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -1509557.000000 Penalty: 945.002930
	Iteration 3F: 3 clusters Score -1509557 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -1511731.875000 Penalty: 945.002930
	Iteration 4F: 3 clusters Score -1511732 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -1514777.750000 Penalty: 945.002930
	Iteration 5F: 3 clusters Score -1514778 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -1517578.250000 Penalty: 945.002930
	Iteration 6F: 3 clusters Score -1517578 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -1519026.625000 Penalty: 945.002930
	Iteration 7Q: 3 clusters Score -1519027 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -1519404.875000 Penalty: 945.002930
	Iteration 8Q: 3 clusters Score -1519405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -1519484.750000 Penalty: 945.002930
	Iteration 9Q: 3 clusters Score -1519485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -1519504.750000 Penalty: 945.002930
	Iteration 10Q: 3 clusters Score -1519505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -1519521.125000 Penalty: 945.002930
	Iteration 11Q: 3 clusters Score -1519521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -1519526.500000 Penalty: 945.002930
	Iteration 12Q: 3 clusters Score -1519526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -1519529.000000 Penalty: 945.002930
	Iteration 13Q: 3 clusters Score -1519529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -1519529.000000 Penalty: 945.002930
	Iteration 14F: 3 clusters Score -1519529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9581.736328 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9581.736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9634.493164 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9634.493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9651.842773 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -9651.843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9663.130859 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9663.131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9670.525391 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9670.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9671.532227 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9671.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9671.532227 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -9671.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32693.111328 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32693.11 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32849.667969 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32849.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32878.945312 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32878.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -32908.867188 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32908.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -32944.566406 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32944.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -32968.550781 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32968.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32983.648438 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32983.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -33000.632812 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -33000.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -33012.222656 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -33012.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33020.085938 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -33020.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -33028.542969 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -33028.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -33036.082031 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -33036.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -33040.757812 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -33040.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -33042.105469 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -33042.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -33043.367188 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -33043.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33045.023438 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -33045.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -33045.445312 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -33045.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33045.750000 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -33045.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -33046.648438 Penalty: 597.310852
	Iteration 18Q: 3 clusters Score -33046.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -33047.136719 Penalty: 597.310852
	Iteration 19Q: 3 clusters Score -33047.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33048.671875 Penalty: 597.310852
	Iteration 20F: 3 clusters Score -33048.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33049.757812 Penalty: 597.310852
	Iteration 21Q: 3 clusters Score -33049.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -33051.234375 Penalty: 597.310852
	Iteration 22Q: 3 clusters Score -33051.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -33051.234375 Penalty: 597.310852
	Iteration 23F: 3 clusters Score -33051.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -80538.835938 Penalty: 339.998779
	Iteration 0F: 2 clusters Score -80538.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -79241.062500 Penalty: 679.997559
	Iteration 0F: 3 clusters Score -79241.06 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -79646.570312 Penalty: 679.997559
	Iteration 1F: 3 clusters Score -79646.57 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -79732.929688 Penalty: 679.997559
	Iteration 2F: 3 clusters Score -79732.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -79854.781250 Penalty: 679.997559
	Iteration 3F: 3 clusters Score -79854.78 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -80017.015625 Penalty: 679.997559
	Iteration 4F: 3 clusters Score -80017.02 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -80138.992188 Penalty: 679.997559
	Iteration 5F: 3 clusters Score -80138.99 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -80211.359375 Penalty: 679.997559
	Iteration 6F: 3 clusters Score -80211.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -80268.984375 Penalty: 679.997559
	Iteration 7Q: 3 clusters Score -80268.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -80317.976562 Penalty: 679.997559
	Iteration 8Q: 3 clusters Score -80317.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -80345.007812 Penalty: 679.997559
	Iteration 9Q: 3 clusters Score -80345.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -80364.820312 Penalty: 679.997559
	Iteration 10Q: 3 clusters Score -80364.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -80373.914062 Penalty: 679.997559
	Iteration 11Q: 3 clusters Score -80373.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80378.460938 Penalty: 679.997559
	Iteration 12Q: 3 clusters Score -80378.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -80383.781250 Penalty: 679.997559
	Iteration 13Q: 3 clusters Score -80383.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -80387.875000 Penalty: 679.997559
	Iteration 14Q: 3 clusters Score -80387.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -80392.171875 Penalty: 679.997559
	Iteration 15Q: 3 clusters Score -80392.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -80400.125000 Penalty: 679.997559
	Iteration 16Q: 3 clusters Score -80400.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -80406.367188 Penalty: 679.997559
	Iteration 17Q: 3 clusters Score -80406.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -80412.054688 Penalty: 679.997559
	Iteration 18Q: 3 clusters Score -80412.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -80415.648438 Penalty: 679.997559
	Iteration 19Q: 3 clusters Score -80415.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -80419.085938 Penalty: 679.997559
	Iteration 20F: 3 clusters Score -80419.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -80421.414062 Penalty: 679.997559
	Iteration 21Q: 3 clusters Score -80421.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -80425.835938 Penalty: 679.997559
	Iteration 22Q: 3 clusters Score -80425.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -80429.093750 Penalty: 679.997559
	Iteration 23Q: 3 clusters Score -80429.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -80430.125000 Penalty: 679.997559
	Iteration 24Q: 3 clusters Score -80430.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -80430.687500 Penalty: 679.997559
	Iteration 25Q: 3 clusters Score -80430.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -80430.898438 Penalty: 679.997559
	Iteration 26Q: 3 clusters Score -80430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -80431.312500 Penalty: 679.997559
	Iteration 27Q: 3 clusters Score -80431.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -80431.757812 Penalty: 679.997559
	Iteration 28Q: 3 clusters Score -80431.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -80431.757812 Penalty: 679.997559
	Iteration 29F: 3 clusters Score -80431.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5916.086914 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5916.087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5940.920410 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5940.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5957.438965 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5957.439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5964.300293 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5964.691895 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -5964.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5964.691895 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -5964.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -500567.250000 Penalty: 417.179901
	Iteration 0F: 2 clusters Score -500567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -494123.812500 Penalty: 834.359802
	Iteration 0F: 3 clusters Score -494123.8 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -496630.031250 Penalty: 834.359802
	Iteration 1F: 3 clusters Score -496630 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -496773.000000 Penalty: 834.359802
	Iteration 2Q: 3 clusters Score -496773 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -496933.750000 Penalty: 834.359802
	Iteration 3Q: 3 clusters Score -496933.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -497118.968750 Penalty: 834.359802
	Iteration 4Q: 3 clusters Score -497119 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -497341.031250 Penalty: 834.359802
	Iteration 5Q: 3 clusters Score -497341 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -497666.437500 Penalty: 834.359802
	Iteration 6Q: 3 clusters Score -497666.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -498091.656250 Penalty: 834.359802
	Iteration 7F: 3 clusters Score -498091.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -498476.031250 Penalty: 834.359802
	Iteration 8F: 3 clusters Score -498476 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -498756.312500 Penalty: 834.359802
	Iteration 9Q: 3 clusters Score -498756.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -498924.781250 Penalty: 834.359802
	Iteration 10Q: 3 clusters Score -498924.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -499012.625000 Penalty: 834.359802
	Iteration 11Q: 3 clusters Score -499012.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -499068.375000 Penalty: 834.359802
	Iteration 12Q: 3 clusters Score -499068.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -499118.500000 Penalty: 834.359802
	Iteration 13Q: 3 clusters Score -499118.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -499163.781250 Penalty: 834.359802
	Iteration 14Q: 3 clusters Score -499163.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -499209.500000 Penalty: 834.359802
	Iteration 15Q: 3 clusters Score -499209.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -499248.062500 Penalty: 834.359802
	Iteration 16Q: 3 clusters Score -499248.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -499285.875000 Penalty: 834.359802
	Iteration 17Q: 3 clusters Score -499285.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -499318.062500 Penalty: 834.359802
	Iteration 18Q: 3 clusters Score -499318.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -499350.312500 Penalty: 834.359802
	Iteration 19Q: 3 clusters Score -499350.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -499392.125000 Penalty: 834.359802
	Iteration 20F: 3 clusters Score -499392.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -499426.843750 Penalty: 834.359802
	Iteration 21Q: 3 clusters Score -499426.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -499453.656250 Penalty: 834.359802
	Iteration 22Q: 3 clusters Score -499453.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -499475.593750 Penalty: 834.359802
	Iteration 23Q: 3 clusters Score -499475.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -499495.937500 Penalty: 834.359802
	Iteration 24Q: 3 clusters Score -499495.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -499515.875000 Penalty: 834.359802
	Iteration 25Q: 3 clusters Score -499515.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -499533.125000 Penalty: 834.359802
	Iteration 26Q: 3 clusters Score -499533.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -499553.687500 Penalty: 834.359802
	Iteration 27Q: 3 clusters Score -499553.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -499571.437500 Penalty: 834.359802
	Iteration 28Q: 3 clusters Score -499571.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -499585.625000 Penalty: 834.359802
	Iteration 29Q: 3 clusters Score -499585.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -499598.937500 Penalty: 834.359802
	Iteration 30Q: 3 clusters Score -499598.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -499616.406250 Penalty: 834.359802
	Iteration 31Q: 3 clusters Score -499616.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -499631.656250 Penalty: 834.359802
	Iteration 32Q: 3 clusters Score -499631.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -499651.125000 Penalty: 834.359802
	Iteration 33Q: 3 clusters Score -499651.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -499667.250000 Penalty: 834.359802
	Iteration 34Q: 3 clusters Score -499667.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -499681.406250 Penalty: 834.359802
	Iteration 35Q: 3 clusters Score -499681.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -499690.437500 Penalty: 834.359802
	Iteration 36Q: 3 clusters Score -499690.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -499698.468750 Penalty: 834.359802
	Iteration 37Q: 3 clusters Score -499698.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -499704.218750 Penalty: 834.359802
	Iteration 38Q: 3 clusters Score -499704.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -499711.437500 Penalty: 834.359802
	Iteration 39Q: 3 clusters Score -499711.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -499716.406250 Penalty: 834.359802
	Iteration 40F: 3 clusters Score -499716.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -499721.468750 Penalty: 834.359802
	Iteration 41Q: 3 clusters Score -499721.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -499726.062500 Penalty: 834.359802
	Iteration 42Q: 3 clusters Score -499726.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -499730.062500 Penalty: 834.359802
	Iteration 43Q: 3 clusters Score -499730.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -499731.437500 Penalty: 834.359802
	Iteration 44Q: 3 clusters Score -499731.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -499736.031250 Penalty: 834.359802
	Iteration 45Q: 3 clusters Score -499736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -499739.968750 Penalty: 834.359802
	Iteration 46Q: 3 clusters Score -499740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -499741.093750 Penalty: 834.359802
	Iteration 47Q: 3 clusters Score -499741.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -499744.406250 Penalty: 834.359802
	Iteration 48Q: 3 clusters Score -499744.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -499747.031250 Penalty: 834.359802
	Iteration 49Q: 3 clusters Score -499747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -499751.218750 Penalty: 834.359802
	Iteration 50Q: 3 clusters Score -499751.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -499754.312500 Penalty: 834.359802
	Iteration 51Q: 3 clusters Score -499754.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -499757.156250 Penalty: 834.359802
	Iteration 52Q: 3 clusters Score -499757.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -499759.781250 Penalty: 834.359802
	Iteration 53Q: 3 clusters Score -499759.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -499762.218750 Penalty: 834.359802
	Iteration 54Q: 3 clusters Score -499762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -499764.187500 Penalty: 834.359802
	Iteration 55Q: 3 clusters Score -499764.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -499766.312500 Penalty: 834.359802
	Iteration 56Q: 3 clusters Score -499766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -499767.625000 Penalty: 834.359802
	Iteration 57Q: 3 clusters Score -499767.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -499767.656250 Penalty: 834.359802
	Iteration 58Q: 3 clusters Score -499767.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -499768.562500 Penalty: 834.359802
	Iteration 59Q: 3 clusters Score -499768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -499768.656250 Penalty: 834.359802
	Iteration 60F: 3 clusters Score -499768.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -499769.187500 Penalty: 834.359802
	Iteration 61Q: 3 clusters Score -499769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -499770.000000 Penalty: 834.359802
	Iteration 62Q: 3 clusters Score -499770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -499771.062500 Penalty: 834.359802
	Iteration 63Q: 3 clusters Score -499771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -499771.093750 Penalty: 834.359802
	Iteration 64Q: 3 clusters Score -499771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -499771.031250 Penalty: 834.359802
	Iteration 65Q: 3 clusters Score -499771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -499771.062500 Penalty: 834.359802
	Iteration 66Q: 3 clusters Score -499771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -499771.406250 Penalty: 834.359802
	Iteration 67Q: 3 clusters Score -499771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -499771.750000 Penalty: 834.359802
	Iteration 68Q: 3 clusters Score -499771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -499772.750000 Penalty: 834.359802
	Iteration 69Q: 3 clusters Score -499772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -499773.375000 Penalty: 834.359802
	Iteration 70Q: 3 clusters Score -499773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -499773.531250 Penalty: 834.359802
	Iteration 71Q: 3 clusters Score -499773.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -499773.218750 Penalty: 834.359802
	Iteration 72Q: 3 clusters Score -499773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -499774.406250 Penalty: 834.359802
	Iteration 73Q: 3 clusters Score -499774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -499776.312500 Penalty: 834.359802
	Iteration 74Q: 3 clusters Score -499776.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -499776.562500 Penalty: 834.359802
	Iteration 75Q: 3 clusters Score -499776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -499777.437500 Penalty: 834.359802
	Iteration 76Q: 3 clusters Score -499777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -499777.062500 Penalty: 834.359802
	Iteration 77Q: 3 clusters Score -499777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -499778.218750 Penalty: 834.359802
	Iteration 78Q: 3 clusters Score -499778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -499778.125000 Penalty: 834.359802
	Iteration 79Q: 3 clusters Score -499778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -499778.531250 Penalty: 834.359802
	Iteration 80F: 3 clusters Score -499778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -499780.343750 Penalty: 834.359802
	Iteration 81Q: 3 clusters Score -499780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -499781.437500 Penalty: 834.359802
	Iteration 82Q: 3 clusters Score -499781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -499781.187500 Penalty: 834.359802
	Iteration 83Q: 3 clusters Score -499781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -499781.437500 Penalty: 834.359802
	Iteration 84Q: 3 clusters Score -499781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -499780.968750 Penalty: 834.359802
	Iteration 85Q: 3 clusters Score -499781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -499780.812500 Penalty: 834.359802
	Iteration 86Q: 3 clusters Score -499780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -499780.812500 Penalty: 834.359802
	Iteration 87F: 3 clusters Score -499780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -53680.460938 Penalty: 316.566132
	Iteration 0F: 2 clusters Score -53680.46 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 545 members 
Entering Unmasked Estep 
Score: -52828.476562 Penalty: 633.132263
	Iteration 0F: 3 clusters Score -52828.48 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53067.589844 Penalty: 633.132263
	Iteration 1F: 3 clusters Score -53067.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53138.761719 Penalty: 633.132263
	Iteration 2F: 3 clusters Score -53138.76 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53195.929688 Penalty: 633.132263
	Iteration 3F: 3 clusters Score -53195.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53237.089844 Penalty: 633.132263
	Iteration 4Q: 3 clusters Score -53237.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53281.652344 Penalty: 633.132263
	Iteration 5Q: 3 clusters Score -53281.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53317.257812 Penalty: 633.132263
	Iteration 6Q: 3 clusters Score -53317.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53346.941406 Penalty: 633.132263
	Iteration 7Q: 3 clusters Score -53346.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53367.625000 Penalty: 633.132263
	Iteration 8Q: 3 clusters Score -53367.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53379.742188 Penalty: 633.132263
	Iteration 9Q: 3 clusters Score -53379.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -53389.832031 Penalty: 633.132263
	Iteration 10Q: 3 clusters Score -53389.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53394.507812 Penalty: 633.132263
	Iteration 11Q: 3 clusters Score -53394.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53398.156250 Penalty: 633.132263
	Iteration 12Q: 3 clusters Score -53398.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53401.074219 Penalty: 633.132263
	Iteration 13Q: 3 clusters Score -53401.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53403.410156 Penalty: 633.132263
	Iteration 14Q: 3 clusters Score -53403.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -53405.585938 Penalty: 633.132263
	Iteration 15Q: 3 clusters Score -53405.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53406.535156 Penalty: 633.132263
	Iteration 16Q: 3 clusters Score -53406.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53408.820312 Penalty: 633.132263
	Iteration 17Q: 3 clusters Score -53408.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -53413.265625 Penalty: 633.132263
	Iteration 18Q: 3 clusters Score -53413.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53416.250000 Penalty: 633.132263
	Iteration 19Q: 3 clusters Score -53416.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -53416.742188 Penalty: 633.132263
	Iteration 20F: 3 clusters Score -53416.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -53417.890625 Penalty: 633.132263
	Iteration 21Q: 3 clusters Score -53417.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -53419.390625 Penalty: 633.132263
	Iteration 22Q: 3 clusters Score -53419.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53420.468750 Penalty: 633.132263
	Iteration 23Q: 3 clusters Score -53420.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -53420.578125 Penalty: 633.132263
	Iteration 24Q: 3 clusters Score -53420.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53420.839844 Penalty: 633.132263
	Iteration 25Q: 3 clusters Score -53420.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53420.839844 Penalty: 633.132263
	Iteration 26F: 3 clusters Score -53420.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3371.061523 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3371.062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3392.102295 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3392.102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3399.346924 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3399.347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3412.704590 Penalty: 404.281281
	Iteration 3F: 3 clusters Score -3412.705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3421.460693 Penalty: 404.281281
	Iteration 4Q: 3 clusters Score -3421.461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3428.282227 Penalty: 404.281281
	Iteration 5Q: 3 clusters Score -3428.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3429.298096 Penalty: 404.281281
	Iteration 6Q: 3 clusters Score -3429.298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3429.298096 Penalty: 404.281281
	Iteration 7F: 3 clusters Score -3429.298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Entering Unmasked Estep 
Score: -1951850.750000 Penalty: 479.773499
	Iteration 0F: 2 clusters Score -1951851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1926396.875000 Penalty: 959.546997
	Iteration 0F: 3 clusters Score -1926397 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1937196.000000 Penalty: 959.546997
	Iteration 1F: 3 clusters Score -1937196 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1937979.125000 Penalty: 959.546997
	Iteration 2Q: 3 clusters Score -1937979 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1939269.000000 Penalty: 959.546997
	Iteration 3F: 3 clusters Score -1939269 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1941404.875000 Penalty: 959.546997
	Iteration 4F: 3 clusters Score -1941405 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1944064.375000 Penalty: 959.546997
	Iteration 5F: 3 clusters Score -1944064 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1946150.375000 Penalty: 959.546997
	Iteration 6F: 3 clusters Score -1946150 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1947145.125000 Penalty: 959.546997
	Iteration 7Q: 3 clusters Score -1947145 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1947561.625000 Penalty: 959.546997
	Iteration 8Q: 3 clusters Score -1947562 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1947824.000000 Penalty: 959.546997
	Iteration 9Q: 3 clusters Score -1947824 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1948023.375000 Penalty: 959.546997
	Iteration 10Q: 3 clusters Score -1948023 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1948222.250000 Penalty: 959.546997
	Iteration 11Q: 3 clusters Score -1948222 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1948394.125000 Penalty: 959.546997
	Iteration 12Q: 3 clusters Score -1948394 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1948537.125000 Penalty: 959.546997
	Iteration 13Q: 3 clusters Score -1948537 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1948661.250000 Penalty: 959.546997
	Iteration 14Q: 3 clusters Score -1948661 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1948804.000000 Penalty: 959.546997
	Iteration 15Q: 3 clusters Score -1948804 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1948941.500000 Penalty: 959.546997
	Iteration 16Q: 3 clusters Score -1948942 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1949077.625000 Penalty: 959.546997
	Iteration 17Q: 3 clusters Score -1949078 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1949211.875000 Penalty: 959.546997
	Iteration 18Q: 3 clusters Score -1949212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1949350.750000 Penalty: 959.546997
	Iteration 19Q: 3 clusters Score -1949351 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1949490.875000 Penalty: 959.546997
	Iteration 20F: 3 clusters Score -1949491 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1949638.875000 Penalty: 959.546997
	Iteration 21Q: 3 clusters Score -1949639 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1949802.750000 Penalty: 959.546997
	Iteration 22Q: 3 clusters Score -1949803 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1949962.750000 Penalty: 959.546997
	Iteration 23Q: 3 clusters Score -1949963 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1950085.250000 Penalty: 959.546997
	Iteration 24Q: 3 clusters Score -1950085 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1950196.500000 Penalty: 959.546997
	Iteration 25Q: 3 clusters Score -1950196 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1950295.125000 Penalty: 959.546997
	Iteration 26Q: 3 clusters Score -1950295 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1950386.125000 Penalty: 959.546997
	Iteration 27Q: 3 clusters Score -1950386 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1950462.625000 Penalty: 959.546997
	Iteration 28Q: 3 clusters Score -1950463 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1950568.375000 Penalty: 959.546997
	Iteration 29Q: 3 clusters Score -1950568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1950646.000000 Penalty: 959.546997
	Iteration 30Q: 3 clusters Score -1950646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1950718.250000 Penalty: 959.546997
	Iteration 31Q: 3 clusters Score -1950718 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1950780.500000 Penalty: 959.546997
	Iteration 32Q: 3 clusters Score -1950780 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1950842.625000 Penalty: 959.546997
	Iteration 33Q: 3 clusters Score -1950843 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1950914.375000 Penalty: 959.546997
	Iteration 34Q: 3 clusters Score -1950914 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1950973.500000 Penalty: 959.546997
	Iteration 35Q: 3 clusters Score -1950974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1951027.000000 Penalty: 959.546997
	Iteration 36Q: 3 clusters Score -1951027 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1951056.250000 Penalty: 959.546997
	Iteration 37Q: 3 clusters Score -1951056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1951107.750000 Penalty: 959.546997
	Iteration 38Q: 3 clusters Score -1951108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1951149.125000 Penalty: 959.546997
	Iteration 39Q: 3 clusters Score -1951149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1951176.250000 Penalty: 959.546997
	Iteration 40F: 3 clusters Score -1951176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1951199.625000 Penalty: 959.546997
	Iteration 41Q: 3 clusters Score -1951200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1951227.625000 Penalty: 959.546997
	Iteration 42Q: 3 clusters Score -1951228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1951243.875000 Penalty: 959.546997
	Iteration 43Q: 3 clusters Score -1951244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1951257.250000 Penalty: 959.546997
	Iteration 44Q: 3 clusters Score -1951257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1951283.375000 Penalty: 959.546997
	Iteration 45Q: 3 clusters Score -1951283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1951291.250000 Penalty: 959.546997
	Iteration 46Q: 3 clusters Score -1951291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1951303.125000 Penalty: 959.546997
	Iteration 47Q: 3 clusters Score -1951303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1951313.250000 Penalty: 959.546997
	Iteration 48Q: 3 clusters Score -1951313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1951316.125000 Penalty: 959.546997
	Iteration 49Q: 3 clusters Score -1951316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1951328.375000 Penalty: 959.546997
	Iteration 50Q: 3 clusters Score -1951328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1951339.125000 Penalty: 959.546997
	Iteration 51Q: 3 clusters Score -1951339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1951352.750000 Penalty: 959.546997
	Iteration 52Q: 3 clusters Score -1951353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1951373.375000 Penalty: 959.546997
	Iteration 53Q: 3 clusters Score -1951373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1951394.250000 Penalty: 959.546997
	Iteration 54Q: 3 clusters Score -1951394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1951415.375000 Penalty: 959.546997
	Iteration 55Q: 3 clusters Score -1951415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1951427.375000 Penalty: 959.546997
	Iteration 56Q: 3 clusters Score -1951427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1951436.000000 Penalty: 959.546997
	Iteration 57Q: 3 clusters Score -1951436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1951440.375000 Penalty: 959.546997
	Iteration 58Q: 3 clusters Score -1951440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1951447.375000 Penalty: 959.546997
	Iteration 59Q: 3 clusters Score -1951447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1951452.500000 Penalty: 959.546997
	Iteration 60F: 3 clusters Score -1951452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1951454.625000 Penalty: 959.546997
	Iteration 61Q: 3 clusters Score -1951455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1951462.500000 Penalty: 959.546997
	Iteration 62Q: 3 clusters Score -1951462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1951462.000000 Penalty: 959.546997
	Iteration 63Q: 3 clusters Score -1951462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1951463.000000 Penalty: 959.546997
	Iteration 64Q: 3 clusters Score -1951463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1951462.250000 Penalty: 959.546997
	Iteration 65Q: 3 clusters Score -1951462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1951463.250000 Penalty: 959.546997
	Iteration 66Q: 3 clusters Score -1951463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1951462.375000 Penalty: 959.546997
	Iteration 67Q: 3 clusters Score -1951462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1951465.000000 Penalty: 959.546997
	Iteration 68Q: 3 clusters Score -1951465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1951462.375000 Penalty: 959.546997
	Iteration 69Q: 3 clusters Score -1951462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1951462.375000 Penalty: 959.546997
	Iteration 70F: 3 clusters Score -1951462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 66019 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 37967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302410.000000 Penalty: 16193.877930
Iteration 359Q: 28 clusters Score -2.530241e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 7207 members 
Mstep: Class 15 contains 66007 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11222 members 
Mstep: Class 18 contains 32378 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9625 members 
Mstep: Class 24 contains 1051 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38008 members 
Mstep: Class 27 contains 340430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302486.000000 Penalty: 16193.877930
Iteration 360F: 28 clusters Score -2.530249e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 65949 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9657 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38045 members 
Mstep: Class 27 contains 340461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302508.000000 Penalty: 16193.877930
Iteration 361Q: 28 clusters Score -2.530251e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 1175 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 612 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 7220 members 
Mstep: Class 15 contains 65897 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11161 members 
Mstep: Class 18 contains 32351 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9686 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38083 members 
Mstep: Class 27 contains 340485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302464.000000 Penalty: 16193.877930
Iteration 362Q: 28 clusters Score -2.530246e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 7229 members 
Mstep: Class 15 contains 65860 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9706 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38123 members 
Mstep: Class 27 contains 340496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302536.000000 Penalty: 16193.877930
Iteration 363Q: 28 clusters Score -2.530254e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 258 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 1165 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 7236 members 
Mstep: Class 15 contains 65838 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38169 members 
Mstep: Class 27 contains 340489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302542.000000 Penalty: 16193.877930
Iteration 364Q: 28 clusters Score -2.530254e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 616 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 7237 members 
Mstep: Class 15 contains 65808 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9753 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38204 members 
Mstep: Class 27 contains 340492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302532.000000 Penalty: 16193.877930
Iteration 365Q: 28 clusters Score -2.530253e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 260 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 7240 members 
Mstep: Class 15 contains 65768 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 32333 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9785 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38237 members 
Mstep: Class 27 contains 340502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302510.000000 Penalty: 16193.877930
Iteration 366Q: 28 clusters Score -2.530251e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 7243 members 
Mstep: Class 15 contains 65730 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11043 members 
Mstep: Class 18 contains 32332 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9808 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38270 members 
Mstep: Class 27 contains 340513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302524.000000 Penalty: 16193.877930
Iteration 367Q: 28 clusters Score -2.530252e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 65687 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11023 members 
Mstep: Class 18 contains 32337 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38308 members 
Mstep: Class 27 contains 340517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302548.000000 Penalty: 16193.877930
Iteration 368Q: 28 clusters Score -2.530255e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 65645 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 11003 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9855 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38345 members 
Mstep: Class 27 contains 340524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302558.000000 Penalty: 16193.877930
Iteration 369Q: 28 clusters Score -2.530256e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7247 members 
Mstep: Class 15 contains 65599 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10978 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9878 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38394 members 
Mstep: Class 27 contains 340528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302554.000000 Penalty: 16193.877930
Iteration 370Q: 28 clusters Score -2.530255e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 1130 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 7249 members 
Mstep: Class 15 contains 65578 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10958 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9901 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38453 members 
Mstep: Class 27 contains 340497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302594.000000 Penalty: 16193.877930
Iteration 371Q: 28 clusters Score -2.530259e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 65558 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10940 members 
Mstep: Class 18 contains 32346 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9940 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38505 members 
Mstep: Class 27 contains 340452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302684.000000 Penalty: 16193.877930
Iteration 372Q: 28 clusters Score -2.530268e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4263 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 65536 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10916 members 
Mstep: Class 18 contains 32351 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 9984 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38545 members 
Mstep: Class 27 contains 340424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302686.000000 Penalty: 16193.877930
Iteration 373Q: 28 clusters Score -2.530269e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7251 members 
Mstep: Class 15 contains 65503 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10897 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10027 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38584 members 
Mstep: Class 27 contains 340403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302742.000000 Penalty: 16193.877930
Iteration 374Q: 28 clusters Score -2.530274e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 7250 members 
Mstep: Class 15 contains 65471 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10884 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10064 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38622 members 
Mstep: Class 27 contains 340377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302826.000000 Penalty: 16193.877930
Iteration 375Q: 28 clusters Score -2.530283e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 1086 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 641 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 65438 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10869 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10092 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38653 members 
Mstep: Class 27 contains 340377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302814.000000 Penalty: 16193.877930
Iteration 376Q: 28 clusters Score -2.530281e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 642 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1547 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 65406 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10118 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38681 members 
Mstep: Class 27 contains 340387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302816.000000 Penalty: 16193.877930
Iteration 377Q: 28 clusters Score -2.530282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 65382 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10823 members 
Mstep: Class 18 contains 32368 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10134 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38708 members 
Mstep: Class 27 contains 340385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302860.000000 Penalty: 16193.877930
Iteration 378Q: 28 clusters Score -2.530286e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 65355 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10802 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10151 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38735 members 
Mstep: Class 27 contains 340392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302916.000000 Penalty: 16193.877930
Iteration 379Q: 28 clusters Score -2.530292e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 649 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7257 members 
Mstep: Class 15 contains 65332 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10779 members 
Mstep: Class 18 contains 32364 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10178 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38767 members 
Mstep: Class 27 contains 340378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302906.000000 Penalty: 16193.877930
Iteration 380F: 28 clusters Score -2.530291e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 7259 members 
Mstep: Class 15 contains 65310 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10760 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10202 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38808 members 
Mstep: Class 27 contains 340350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302938.000000 Penalty: 16193.877930
Iteration 381Q: 28 clusters Score -2.530294e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7260 members 
Mstep: Class 15 contains 65283 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10745 members 
Mstep: Class 18 contains 32358 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10221 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 340330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302956.000000 Penalty: 16193.877930
Iteration 382Q: 28 clusters Score -2.530296e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 65257 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10724 members 
Mstep: Class 18 contains 32356 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10235 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38890 members 
Mstep: Class 27 contains 340325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302954.000000 Penalty: 16193.877930
Iteration 383Q: 28 clusters Score -2.530295e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65234 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1733 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10245 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38926 members 
Mstep: Class 27 contains 340317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302990.000000 Penalty: 16193.877930
Iteration 384Q: 28 clusters Score -2.530299e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4248 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 65211 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10689 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10255 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38956 members 
Mstep: Class 27 contains 340309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302962.000000 Penalty: 16193.877930
Iteration 385Q: 28 clusters Score -2.530296e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65190 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10680 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10261 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 38984 members 
Mstep: Class 27 contains 340308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302990.000000 Penalty: 16193.877930
Iteration 386Q: 28 clusters Score -2.530299e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65168 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10267 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39013 members 
Mstep: Class 27 contains 340304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303020.000000 Penalty: 16193.877930
Iteration 387Q: 28 clusters Score -2.530302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65151 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10664 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10274 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39041 members 
Mstep: Class 27 contains 340300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303056.000000 Penalty: 16193.877930
Iteration 388Q: 28 clusters Score -2.530306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65133 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10656 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1726 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10284 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39069 members 
Mstep: Class 27 contains 340293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303060.000000 Penalty: 16193.877930
Iteration 389Q: 28 clusters Score -2.530306e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65118 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10644 members 
Mstep: Class 18 contains 32360 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10295 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39097 members 
Mstep: Class 27 contains 340290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303060.000000 Penalty: 16193.877930
Iteration 390Q: 28 clusters Score -2.530306e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 65103 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 18 contains 32366 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10306 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39124 members 
Mstep: Class 27 contains 340276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303104.000000 Penalty: 16193.877930
Iteration 391Q: 28 clusters Score -2.53031e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 676 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 65088 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 32372 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10318 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39141 members 
Mstep: Class 27 contains 340271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303096.000000 Penalty: 16193.877930
Iteration 392Q: 28 clusters Score -2.53031e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65076 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10621 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39161 members 
Mstep: Class 27 contains 340259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303064.000000 Penalty: 16193.877930
Iteration 393Q: 28 clusters Score -2.530306e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65057 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 32372 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10348 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39172 members 
Mstep: Class 27 contains 340272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303086.000000 Penalty: 16193.877930
Iteration 394Q: 28 clusters Score -2.530309e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65038 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10607 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10365 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39182 members 
Mstep: Class 27 contains 340275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303102.000000 Penalty: 16193.877930
Iteration 395Q: 28 clusters Score -2.53031e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65026 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10604 members 
Mstep: Class 18 contains 32379 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10380 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39194 members 
Mstep: Class 27 contains 340264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303086.000000 Penalty: 16193.877930
Iteration 396Q: 28 clusters Score -2.530309e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65023 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10594 members 
Mstep: Class 18 contains 32387 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10400 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39201 members 
Mstep: Class 27 contains 340248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303120.000000 Penalty: 16193.877930
Iteration 397Q: 28 clusters Score -2.530312e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65018 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10585 members 
Mstep: Class 18 contains 32392 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10414 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39208 members 
Mstep: Class 27 contains 340237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303106.000000 Penalty: 16193.877930
Iteration 398Q: 28 clusters Score -2.530311e+07 nChanged 60
Entering ConstructFrom: 
Score: -25303106.000000 Penalty: 16193.877930
Entering ConstructFrom: 
Trying to split cluster 1 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -280080.437500 Penalty: 396.550171
	Iteration 0F: 2 clusters Score -280080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -275958.812500 Penalty: 793.100342
	Iteration 0F: 3 clusters Score -275958.8 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -277583.468750 Penalty: 793.100342
	Iteration 1F: 3 clusters Score -277583.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -277735.062500 Penalty: 793.100342
	Iteration 2F: 3 clusters Score -277735.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -277920.468750 Penalty: 793.100342
	Iteration 3F: 3 clusters Score -277920.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -278160.125000 Penalty: 793.100342
	Iteration 4F: 3 clusters Score -278160.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -278468.687500 Penalty: 793.100342
	Iteration 5F: 3 clusters Score -278468.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -278827.093750 Penalty: 793.100342
	Iteration 6F: 3 clusters Score -278827.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -279117.281250 Penalty: 793.100342
	Iteration 7F: 3 clusters Score -279117.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -279335.625000 Penalty: 793.100342
	Iteration 8F: 3 clusters Score -279335.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -279488.062500 Penalty: 793.100342
	Iteration 9Q: 3 clusters Score -279488.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -279587.375000 Penalty: 793.100342
	Iteration 10Q: 3 clusters Score -279587.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -279658.968750 Penalty: 793.100342
	Iteration 11Q: 3 clusters Score -279659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -279706.375000 Penalty: 793.100342
	Iteration 12Q: 3 clusters Score -279706.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -279738.968750 Penalty: 793.100342
	Iteration 13Q: 3 clusters Score -279739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -279758.375000 Penalty: 793.100342
	Iteration 14Q: 3 clusters Score -279758.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -279770.093750 Penalty: 793.100342
	Iteration 15Q: 3 clusters Score -279770.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -279779.593750 Penalty: 793.100342
	Iteration 16Q: 3 clusters Score -279779.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -279788.218750 Penalty: 793.100342
	Iteration 17Q: 3 clusters Score -279788.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -279794.781250 Penalty: 793.100342
	Iteration 18Q: 3 clusters Score -279794.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -279799.937500 Penalty: 793.100342
	Iteration 19Q: 3 clusters Score -279799.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -279803.593750 Penalty: 793.100342
	Iteration 20F: 3 clusters Score -279803.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -279806.531250 Penalty: 793.100342
	Iteration 21Q: 3 clusters Score -279806.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -279808.593750 Penalty: 793.100342
	Iteration 22Q: 3 clusters Score -279808.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -279810.593750 Penalty: 793.100342
	Iteration 23Q: 3 clusters Score -279810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -279811.656250 Penalty: 793.100342
	Iteration 24Q: 3 clusters Score -279811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -279812.343750 Penalty: 793.100342
	Iteration 25Q: 3 clusters Score -279812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -279812.468750 Penalty: 793.100342
	Iteration 26Q: 3 clusters Score -279812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -279812.718750 Penalty: 793.100342
	Iteration 27Q: 3 clusters Score -279812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279812.750000 Penalty: 793.100342
	Iteration 28Q: 3 clusters Score -279812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -279812.750000 Penalty: 793.100342
	Iteration 29F: 3 clusters Score -279812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7502.048828 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7502.049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7571.879883 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7571.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7586.581055 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7586.581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7589.694336 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7589.694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7594.855469 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7594.855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7599.086914 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7599.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7601.787598 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7601.788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7601.787598 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -7601.788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10422.623047 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10422.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10112.823242 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10112.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10219.852539 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10219.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10252.955078 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10252.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10266.086914 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -10266.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10276.611328 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10276.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10278.340820 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10278.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10278.340820 Penalty: 507.066010
	Iteration 6F: 3 clusters Score -10278.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -54233.171875 Penalty: 324.310059
	Iteration 0F: 2 clusters Score -54233.17 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 637 members 
Entering Unmasked Estep 
Score: -53285.398438 Penalty: 648.620117
	Iteration 0F: 3 clusters Score -53285.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -53518.121094 Penalty: 648.620117
	Iteration 1F: 3 clusters Score -53518.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -53569.406250 Penalty: 648.620117
	Iteration 2F: 3 clusters Score -53569.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53620.726562 Penalty: 648.620117
	Iteration 3F: 3 clusters Score -53620.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53669.949219 Penalty: 648.620117
	Iteration 4F: 3 clusters Score -53669.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -53736.531250 Penalty: 648.620117
	Iteration 5F: 3 clusters Score -53736.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -53805.601562 Penalty: 648.620117
	Iteration 6F: 3 clusters Score -53805.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -53864.648438 Penalty: 648.620117
	Iteration 7F: 3 clusters Score -53864.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -53913.277344 Penalty: 648.620117
	Iteration 8Q: 3 clusters Score -53913.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -53945.398438 Penalty: 648.620117
	Iteration 9Q: 3 clusters Score -53945.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -53994.933594 Penalty: 648.620117
	Iteration 10Q: 3 clusters Score -53994.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -54035.355469 Penalty: 648.620117
	Iteration 11Q: 3 clusters Score -54035.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -54059.714844 Penalty: 648.620117
	Iteration 12Q: 3 clusters Score -54059.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -54081.175781 Penalty: 648.620117
	Iteration 13Q: 3 clusters Score -54081.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -54092.988281 Penalty: 648.620117
	Iteration 14Q: 3 clusters Score -54092.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -54095.667969 Penalty: 648.620117
	Iteration 15Q: 3 clusters Score -54095.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -54097.519531 Penalty: 648.620117
	Iteration 16Q: 3 clusters Score -54097.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -54100.363281 Penalty: 648.620117
	Iteration 17Q: 3 clusters Score -54100.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -54102.847656 Penalty: 648.620117
	Iteration 18Q: 3 clusters Score -54102.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -54103.621094 Penalty: 648.620117
	Iteration 19Q: 3 clusters Score -54103.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -54104.707031 Penalty: 648.620117
	Iteration 20F: 3 clusters Score -54104.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -54107.019531 Penalty: 648.620117
	Iteration 21Q: 3 clusters Score -54107.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -54109.046875 Penalty: 648.620117
	Iteration 22Q: 3 clusters Score -54109.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -54110.929688 Penalty: 648.620117
	Iteration 23Q: 3 clusters Score -54110.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -54113.093750 Penalty: 648.620117
	Iteration 24Q: 3 clusters Score -54113.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -54113.972656 Penalty: 648.620117
	Iteration 25Q: 3 clusters Score -54113.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -54114.367188 Penalty: 648.620117
	Iteration 26Q: 3 clusters Score -54114.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -54114.910156 Penalty: 648.620117
	Iteration 27Q: 3 clusters Score -54114.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -54114.910156 Penalty: 648.620117
	Iteration 28F: 3 clusters Score -54114.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -202328.234375 Penalty: 379.458160
	Iteration 0F: 2 clusters Score -202328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -199475.546875 Penalty: 758.916321
	Iteration 0F: 3 clusters Score -199475.5 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -200470.062500 Penalty: 758.916321
	Iteration 1F: 3 clusters Score -200470.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -200586.640625 Penalty: 758.916321
	Iteration 2F: 3 clusters Score -200586.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -200713.125000 Penalty: 758.916321
	Iteration 3F: 3 clusters Score -200713.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -200862.593750 Penalty: 758.916321
	Iteration 4F: 3 clusters Score -200862.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -201048.062500 Penalty: 758.916321
	Iteration 5F: 3 clusters Score -201048.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -201247.156250 Penalty: 758.916321
	Iteration 6F: 3 clusters Score -201247.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -201465.531250 Penalty: 758.916321
	Iteration 7F: 3 clusters Score -201465.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -201671.375000 Penalty: 758.916321
	Iteration 8F: 3 clusters Score -201671.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -201816.875000 Penalty: 758.916321
	Iteration 9Q: 3 clusters Score -201816.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -201912.562500 Penalty: 758.916321
	Iteration 10Q: 3 clusters Score -201912.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -201967.609375 Penalty: 758.916321
	Iteration 11Q: 3 clusters Score -201967.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -202002.156250 Penalty: 758.916321
	Iteration 12Q: 3 clusters Score -202002.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -202037.750000 Penalty: 758.916321
	Iteration 13Q: 3 clusters Score -202037.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -202063.531250 Penalty: 758.916321
	Iteration 14Q: 3 clusters Score -202063.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -202075.062500 Penalty: 758.916321
	Iteration 15Q: 3 clusters Score -202075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -202078.984375 Penalty: 758.916321
	Iteration 16Q: 3 clusters Score -202079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -202081.343750 Penalty: 758.916321
	Iteration 17Q: 3 clusters Score -202081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -202083.156250 Penalty: 758.916321
	Iteration 18Q: 3 clusters Score -202083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -202086.203125 Penalty: 758.916321
	Iteration 19Q: 3 clusters Score -202086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -202087.875000 Penalty: 758.916321
	Iteration 20F: 3 clusters Score -202087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -202089.125000 Penalty: 758.916321
	Iteration 21Q: 3 clusters Score -202089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -202089.468750 Penalty: 758.916321
	Iteration 22Q: 3 clusters Score -202089.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -202089.875000 Penalty: 758.916321
	Iteration 23Q: 3 clusters Score -202089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -202090.203125 Penalty: 758.916321
	Iteration 24Q: 3 clusters Score -202090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -202090.421875 Penalty: 758.916321
	Iteration 25Q: 3 clusters Score -202090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -202090.968750 Penalty: 758.916321
	Iteration 26Q: 3 clusters Score -202091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -202090.812500 Penalty: 758.916321
	Iteration 27Q: 3 clusters Score -202090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -202090.906250 Penalty: 758.916321
	Iteration 28Q: 3 clusters Score -202090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -202091.000000 Penalty: 758.916321
	Iteration 29Q: 3 clusters Score -202091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -202091.000000 Penalty: 758.916321
	Iteration 30F: 3 clusters Score -202091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -52827.367188 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -52827.37 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 550 members 
Entering Unmasked Estep 
Score: -51967.546875 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -51967.55 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -52202.394531 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -52202.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52250.816406 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -52250.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52275.726562 Penalty: 635.017456
	Iteration 3Q: 3 clusters Score -52275.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52291.949219 Penalty: 635.017456
	Iteration 4Q: 3 clusters Score -52291.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52306.496094 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -52306.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -52319.457031 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -52319.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -52330.285156 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -52330.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -52340.660156 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -52340.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -52348.183594 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -52348.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -52361.640625 Penalty: 635.017456
	Iteration 10Q: 3 clusters Score -52361.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52376.621094 Penalty: 635.017456
	Iteration 11Q: 3 clusters Score -52376.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -52389.722656 Penalty: 635.017456
	Iteration 12Q: 3 clusters Score -52389.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -52404.769531 Penalty: 635.017456
	Iteration 13Q: 3 clusters Score -52404.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -52418.957031 Penalty: 635.017456
	Iteration 14Q: 3 clusters Score -52418.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -52438.476562 Penalty: 635.017456
	Iteration 15Q: 3 clusters Score -52438.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -52465.710938 Penalty: 635.017456
	Iteration 16Q: 3 clusters Score -52465.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -52489.933594 Penalty: 635.017456
	Iteration 17Q: 3 clusters Score -52489.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -52502.785156 Penalty: 635.017456
	Iteration 18Q: 3 clusters Score -52502.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -52510.496094 Penalty: 635.017456
	Iteration 19Q: 3 clusters Score -52510.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -52518.703125 Penalty: 635.017456
	Iteration 20F: 3 clusters Score -52518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -52522.410156 Penalty: 635.017456
	Iteration 21Q: 3 clusters Score -52522.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -52525.355469 Penalty: 635.017456
	Iteration 22Q: 3 clusters Score -52525.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -52527.796875 Penalty: 635.017456
	Iteration 23Q: 3 clusters Score -52527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -52532.214844 Penalty: 635.017456
	Iteration 24Q: 3 clusters Score -52532.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -52537.070312 Penalty: 635.017456
	Iteration 25Q: 3 clusters Score -52537.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -52538.324219 Penalty: 635.017456
	Iteration 26Q: 3 clusters Score -52538.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -52539.828125 Penalty: 635.017456
	Iteration 27Q: 3 clusters Score -52539.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -52541.082031 Penalty: 635.017456
	Iteration 28Q: 3 clusters Score -52541.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -52541.539062 Penalty: 635.017456
	Iteration 29Q: 3 clusters Score -52541.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -52544.382812 Penalty: 635.017456
	Iteration 30Q: 3 clusters Score -52544.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -52547.558594 Penalty: 635.017456
	Iteration 31Q: 3 clusters Score -52547.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -52548.535156 Penalty: 635.017456
	Iteration 32Q: 3 clusters Score -52548.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -52548.980469 Penalty: 635.017456
	Iteration 33Q: 3 clusters Score -52548.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -52549.304688 Penalty: 635.017456
	Iteration 34Q: 3 clusters Score -52549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -52549.304688 Penalty: 635.017456
	Iteration 35F: 3 clusters Score -52549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -16879.093750 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -16879.09 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 177 members 
Entering Unmasked Estep 
Score: -16466.832031 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -16466.83 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16585.984375 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -16585.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16615.826172 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -16615.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16631.017578 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -16631.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16639.818359 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -16639.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16641.466797 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -16641.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16641.466797 Penalty: 536.640991
	Iteration 6F: 3 clusters Score -16641.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -37757.308594 Penalty: 296.621216
	Iteration 0F: 2 clusters Score -37757.31 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 319 members 
Entering Unmasked Estep 
Score: -37140.109375 Penalty: 593.242432
	Iteration 0F: 3 clusters Score -37140.11 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37301.101562 Penalty: 593.242432
	Iteration 1F: 3 clusters Score -37301.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37332.429688 Penalty: 593.242432
	Iteration 2F: 3 clusters Score -37332.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37350.875000 Penalty: 593.242432
	Iteration 3Q: 3 clusters Score -37350.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37359.101562 Penalty: 593.242432
	Iteration 4Q: 3 clusters Score -37359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37369.593750 Penalty: 593.242432
	Iteration 5Q: 3 clusters Score -37369.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37375.652344 Penalty: 593.242432
	Iteration 6Q: 3 clusters Score -37375.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37382.750000 Penalty: 593.242432
	Iteration 7Q: 3 clusters Score -37382.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37394.707031 Penalty: 593.242432
	Iteration 8Q: 3 clusters Score -37394.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37406.453125 Penalty: 593.242432
	Iteration 9Q: 3 clusters Score -37406.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37414.757812 Penalty: 593.242432
	Iteration 10Q: 3 clusters Score -37414.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37416.882812 Penalty: 593.242432
	Iteration 11Q: 3 clusters Score -37416.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37419.597656 Penalty: 593.242432
	Iteration 12Q: 3 clusters Score -37419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37421.542969 Penalty: 593.242432
	Iteration 13Q: 3 clusters Score -37421.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37421.824219 Penalty: 593.242432
	Iteration 14Q: 3 clusters Score -37421.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37422.488281 Penalty: 593.242432
	Iteration 15Q: 3 clusters Score -37422.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37423.679688 Penalty: 593.242432
	Iteration 16Q: 3 clusters Score -37423.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37424.355469 Penalty: 593.242432
	Iteration 17Q: 3 clusters Score -37424.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37424.355469 Penalty: 593.242432
	Iteration 18F: 3 clusters Score -37424.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -60458.902344 Penalty: 319.702423
	Iteration 0F: 2 clusters Score -60458.9 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 582 members 
Entering Unmasked Estep 
Score: -59536.656250 Penalty: 639.404846
	Iteration 0F: 3 clusters Score -59536.66 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -59771.074219 Penalty: 639.404846
	Iteration 1F: 3 clusters Score -59771.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -59815.269531 Penalty: 639.404846
	Iteration 2F: 3 clusters Score -59815.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59846.027344 Penalty: 639.404846
	Iteration 3F: 3 clusters Score -59846.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59872.082031 Penalty: 639.404846
	Iteration 4Q: 3 clusters Score -59872.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59896.152344 Penalty: 639.404846
	Iteration 5Q: 3 clusters Score -59896.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59916.128906 Penalty: 639.404846
	Iteration 6Q: 3 clusters Score -59916.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -59935.648438 Penalty: 639.404846
	Iteration 7Q: 3 clusters Score -59935.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -59950.464844 Penalty: 639.404846
	Iteration 8Q: 3 clusters Score -59950.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -59961.242188 Penalty: 639.404846
	Iteration 9Q: 3 clusters Score -59961.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59973.445312 Penalty: 639.404846
	Iteration 10Q: 3 clusters Score -59973.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59982.703125 Penalty: 639.404846
	Iteration 11Q: 3 clusters Score -59982.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59992.511719 Penalty: 639.404846
	Iteration 12Q: 3 clusters Score -59992.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60001.328125 Penalty: 639.404846
	Iteration 13Q: 3 clusters Score -60001.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60009.929688 Penalty: 639.404846
	Iteration 14Q: 3 clusters Score -60009.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60026.382812 Penalty: 639.404846
	Iteration 15Q: 3 clusters Score -60026.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60043.054688 Penalty: 639.404846
	Iteration 16Q: 3 clusters Score -60043.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60063.398438 Penalty: 639.404846
	Iteration 17Q: 3 clusters Score -60063.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60089.996094 Penalty: 639.404846
	Iteration 18Q: 3 clusters Score -60090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60110.417969 Penalty: 639.404846
	Iteration 19Q: 3 clusters Score -60110.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60129.402344 Penalty: 639.404846
	Iteration 20F: 3 clusters Score -60129.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60138.757812 Penalty: 639.404846
	Iteration 21Q: 3 clusters Score -60138.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60143.804688 Penalty: 639.404846
	Iteration 22Q: 3 clusters Score -60143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60147.378906 Penalty: 639.404846
	Iteration 23Q: 3 clusters Score -60147.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60148.171875 Penalty: 639.404846
	Iteration 24Q: 3 clusters Score -60148.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60149.187500 Penalty: 639.404846
	Iteration 25Q: 3 clusters Score -60149.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60149.824219 Penalty: 639.404846
	Iteration 26Q: 3 clusters Score -60149.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60150.605469 Penalty: 639.404846
	Iteration 27Q: 3 clusters Score -60150.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60151.789062 Penalty: 639.404846
	Iteration 28Q: 3 clusters Score -60151.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60153.375000 Penalty: 639.404846
	Iteration 29Q: 3 clusters Score -60153.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60154.500000 Penalty: 639.404846
	Iteration 30Q: 3 clusters Score -60154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60155.414062 Penalty: 639.404846
	Iteration 31Q: 3 clusters Score -60155.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60155.414062 Penalty: 639.404846
	Iteration 32F: 3 clusters Score -60155.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -115406.304688 Penalty: 352.121033
	Iteration 0F: 2 clusters Score -115406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -113812.460938 Penalty: 704.242065
	Iteration 0F: 3 clusters Score -113812.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -114370.093750 Penalty: 704.242065
	Iteration 1F: 3 clusters Score -114370.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -114467.117188 Penalty: 704.242065
	Iteration 2F: 3 clusters Score -114467.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -114563.382812 Penalty: 704.242065
	Iteration 3F: 3 clusters Score -114563.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -114670.742188 Penalty: 704.242065
	Iteration 4F: 3 clusters Score -114670.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114769.375000 Penalty: 704.242065
	Iteration 5F: 3 clusters Score -114769.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114855.304688 Penalty: 704.242065
	Iteration 6Q: 3 clusters Score -114855.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114909.710938 Penalty: 704.242065
	Iteration 7Q: 3 clusters Score -114909.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -114948.742188 Penalty: 704.242065
	Iteration 8Q: 3 clusters Score -114948.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -114977.148438 Penalty: 704.242065
	Iteration 9Q: 3 clusters Score -114977.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -115001.789062 Penalty: 704.242065
	Iteration 10Q: 3 clusters Score -115001.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115019.750000 Penalty: 704.242065
	Iteration 11Q: 3 clusters Score -115019.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115043.507812 Penalty: 704.242065
	Iteration 12Q: 3 clusters Score -115043.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -115060.859375 Penalty: 704.242065
	Iteration 13Q: 3 clusters Score -115060.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -115071.320312 Penalty: 704.242065
	Iteration 14Q: 3 clusters Score -115071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -115079.140625 Penalty: 704.242065
	Iteration 15Q: 3 clusters Score -115079.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -115088.867188 Penalty: 704.242065
	Iteration 16Q: 3 clusters Score -115088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -115098.210938 Penalty: 704.242065
	Iteration 17Q: 3 clusters Score -115098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -115106.570312 Penalty: 704.242065
	Iteration 18Q: 3 clusters Score -115106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -115113.812500 Penalty: 704.242065
	Iteration 19Q: 3 clusters Score -115113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -115115.375000 Penalty: 704.242065
	Iteration 20F: 3 clusters Score -115115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -115116.335938 Penalty: 704.242065
	Iteration 21Q: 3 clusters Score -115116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -115116.789062 Penalty: 704.242065
	Iteration 22Q: 3 clusters Score -115116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -115116.789062 Penalty: 704.242065
	Iteration 23F: 3 clusters Score -115116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39083.660156 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39083.66 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39268.222656 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39268.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39322.253906 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39322.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39374.015625 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39374.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39414.199219 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -39414.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39448.828125 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39448.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39491.187500 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39491.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39542.179688 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39542.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39616.402344 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39616.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39693.960938 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39693.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39723.562500 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39723.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39742.980469 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39742.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39757.476562 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39757.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39762.097656 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39767.039062 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39767.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39771.015625 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39771.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39778.472656 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39778.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39789.820312 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39789.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39796.648438 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39796.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39800.234375 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39800.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39803.550781 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39803.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39804.839844 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -39804.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39805.968750 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -39805.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39806.792969 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -39806.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39811.765625 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -39811.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39815.246094 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -39815.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39824.769531 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -39824.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39832.851562 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -39832.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39835.269531 Penalty: 614.243774
	Iteration 28Q: 3 clusters Score -39835.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39835.691406 Penalty: 614.243774
	Iteration 29Q: 3 clusters Score -39835.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39835.691406 Penalty: 614.243774
	Iteration 30F: 3 clusters Score -39835.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65014 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 32396 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10430 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39216 members 
Mstep: Class 27 contains 340226 members 
Mstep: Class 28 contains 121 members 
Entering Unmasked Estep 
Score: -25302858.000000 Penalty: 16793.650391
Splitting cluster 11 changes total score from -25303106.000000 to -25302858.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -79120.796875 Penalty: 334.448486
	Iteration 0F: 2 clusters Score -79120.8 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 753 members 
Entering Unmasked Estep 
Score: -77935.773438 Penalty: 668.896973
	Iteration 0F: 3 clusters Score -77935.77 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -78311.835938 Penalty: 668.896973
	Iteration 1F: 3 clusters Score -78311.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -78386.625000 Penalty: 668.896973
	Iteration 2F: 3 clusters Score -78386.62 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -78455.523438 Penalty: 668.896973
	Iteration 3F: 3 clusters Score -78455.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -78509.203125 Penalty: 668.896973
	Iteration 4F: 3 clusters Score -78509.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78548.132812 Penalty: 668.896973
	Iteration 5Q: 3 clusters Score -78548.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78594.273438 Penalty: 668.896973
	Iteration 6Q: 3 clusters Score -78594.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78635.539062 Penalty: 668.896973
	Iteration 7Q: 3 clusters Score -78635.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78690.562500 Penalty: 668.896973
	Iteration 8Q: 3 clusters Score -78690.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78731.507812 Penalty: 668.896973
	Iteration 9Q: 3 clusters Score -78731.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78765.765625 Penalty: 668.896973
	Iteration 10Q: 3 clusters Score -78765.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78785.679688 Penalty: 668.896973
	Iteration 11Q: 3 clusters Score -78785.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78803.796875 Penalty: 668.896973
	Iteration 12Q: 3 clusters Score -78803.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78810.781250 Penalty: 668.896973
	Iteration 13Q: 3 clusters Score -78810.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78815.656250 Penalty: 668.896973
	Iteration 14Q: 3 clusters Score -78815.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78819.179688 Penalty: 668.896973
	Iteration 15Q: 3 clusters Score -78819.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78822.335938 Penalty: 668.896973
	Iteration 16Q: 3 clusters Score -78822.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78824.789062 Penalty: 668.896973
	Iteration 17Q: 3 clusters Score -78824.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78825.734375 Penalty: 668.896973
	Iteration 18Q: 3 clusters Score -78825.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78825.921875 Penalty: 668.896973
	Iteration 19Q: 3 clusters Score -78825.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78826.031250 Penalty: 668.896973
	Iteration 20F: 3 clusters Score -78826.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -62234.187500 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -62234.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -61205.960938 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -61205.96 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61493.265625 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -61493.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61567.613281 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -61567.61 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61631.132812 Penalty: 656.184448
	Iteration 3F: 3 clusters Score -61631.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61683.714844 Penalty: 656.184448
	Iteration 4F: 3 clusters Score -61683.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61718.488281 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -61718.49 nChanged 57
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: -61752.339844 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -61752.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61778.390625 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -61778.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61807.484375 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -61807.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61836.511719 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -61836.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61873.929688 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -61873.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -61896.082031 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -61896.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -61909.519531 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -61909.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -61922.910156 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -61922.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61936.121094 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -61936.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -61945.769531 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -61945.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -61947.261719 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -61947.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -61947.855469 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -61947.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -61949.449219 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -61949.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61950.699219 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -61950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61950.699219 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -61950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -377921.625000 Penalty: 404.532471
	Iteration 0F: 2 clusters Score -377921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -373011.718750 Penalty: 809.064941
	Iteration 0F: 3 clusters Score -373011.7 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -374856.156250 Penalty: 809.064941
	Iteration 1F: 3 clusters Score -374856.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -374991.968750 Penalty: 809.064941
	Iteration 2F: 3 clusters Score -374992 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -375147.718750 Penalty: 809.064941
	Iteration 3Q: 3 clusters Score -375147.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -375358.781250 Penalty: 809.064941
	Iteration 4F: 3 clusters Score -375358.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -375625.093750 Penalty: 809.064941
	Iteration 5F: 3 clusters Score -375625.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -375969.968750 Penalty: 809.064941
	Iteration 6F: 3 clusters Score -375970 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -376365.062500 Penalty: 809.064941
	Iteration 7F: 3 clusters Score -376365.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -376752.500000 Penalty: 809.064941
	Iteration 8F: 3 clusters Score -376752.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -377067.500000 Penalty: 809.064941
	Iteration 9Q: 3 clusters Score -377067.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -377223.718750 Penalty: 809.064941
	Iteration 10Q: 3 clusters Score -377223.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -377287.187500 Penalty: 809.064941
	Iteration 11Q: 3 clusters Score -377287.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -377317.750000 Penalty: 809.064941
	Iteration 12Q: 3 clusters Score -377317.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -377340.781250 Penalty: 809.064941
	Iteration 13Q: 3 clusters Score -377340.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -377364.093750 Penalty: 809.064941
	Iteration 14Q: 3 clusters Score -377364.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -377381.718750 Penalty: 809.064941
	Iteration 15Q: 3 clusters Score -377381.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -377394.781250 Penalty: 809.064941
	Iteration 16Q: 3 clusters Score -377394.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -377407.187500 Penalty: 809.064941
	Iteration 17Q: 3 clusters Score -377407.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -377416.218750 Penalty: 809.064941
	Iteration 18Q: 3 clusters Score -377416.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -377420.156250 Penalty: 809.064941
	Iteration 19Q: 3 clusters Score -377420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -377424.312500 Penalty: 809.064941
	Iteration 20F: 3 clusters Score -377424.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -377427.843750 Penalty: 809.064941
	Iteration 21Q: 3 clusters Score -377427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -377430.125000 Penalty: 809.064941
	Iteration 22Q: 3 clusters Score -377430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -377431.406250 Penalty: 809.064941
	Iteration 23Q: 3 clusters Score -377431.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -377434.187500 Penalty: 809.064941
	Iteration 24Q: 3 clusters Score -377434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -377434.906250 Penalty: 809.064941
	Iteration 25Q: 3 clusters Score -377434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -377436.375000 Penalty: 809.064941
	Iteration 26Q: 3 clusters Score -377436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -377437.312500 Penalty: 809.064941
	Iteration 27Q: 3 clusters Score -377437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -377438.750000 Penalty: 809.064941
	Iteration 28Q: 3 clusters Score -377438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -377438.531250 Penalty: 809.064941
	Iteration 29Q: 3 clusters Score -377438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -377438.750000 Penalty: 809.064941
	Iteration 30Q: 3 clusters Score -377438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -377439.562500 Penalty: 809.064941
	Iteration 31Q: 3 clusters Score -377439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -377439.843750 Penalty: 809.064941
	Iteration 32Q: 3 clusters Score -377439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -377439.843750 Penalty: 809.064941
	Iteration 33F: 3 clusters Score -377439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Entering Unmasked Estep 
Score: -3311542.000000 Penalty: 504.247314
	Iteration 0F: 2 clusters Score -3311542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3267902.250000 Penalty: 1008.494629
	Iteration 0F: 3 clusters Score -3267902 nChanged 31598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3287271.750000 Penalty: 1008.494629
	Iteration 1F: 3 clusters Score -3287272 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3288072.250000 Penalty: 1008.494629
	Iteration 2Q: 3 clusters Score -3288072 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3289256.500000 Penalty: 1008.494629
	Iteration 3Q: 3 clusters Score -3289256 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3291140.500000 Penalty: 1008.494629
	Iteration 4Q: 3 clusters Score -3291140 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3294080.750000 Penalty: 1008.494629
	Iteration 5F: 3 clusters Score -3294081 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3297670.250000 Penalty: 1008.494629
	Iteration 6F: 3 clusters Score -3297670 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3300999.000000 Penalty: 1008.494629
	Iteration 7F: 3 clusters Score -3300999 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3302856.750000 Penalty: 1008.494629
	Iteration 8Q: 3 clusters Score -3302857 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3303785.750000 Penalty: 1008.494629
	Iteration 9Q: 3 clusters Score -3303786 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3304504.250000 Penalty: 1008.494629
	Iteration 10Q: 3 clusters Score -3304504 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3305132.250000 Penalty: 1008.494629
	Iteration 11Q: 3 clusters Score -3305132 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3305774.250000 Penalty: 1008.494629
	Iteration 12Q: 3 clusters Score -3305774 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3306475.250000 Penalty: 1008.494629
	Iteration 13Q: 3 clusters Score -3306475 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3307151.500000 Penalty: 1008.494629
	Iteration 14Q: 3 clusters Score -3307152 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3307847.000000 Penalty: 1008.494629
	Iteration 15Q: 3 clusters Score -3307847 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3308467.750000 Penalty: 1008.494629
	Iteration 16Q: 3 clusters Score -3308468 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3309014.250000 Penalty: 1008.494629
	Iteration 17Q: 3 clusters Score -3309014 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3309442.750000 Penalty: 1008.494629
	Iteration 18Q: 3 clusters Score -3309443 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3309836.000000 Penalty: 1008.494629
	Iteration 19Q: 3 clusters Score -3309836 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3310146.500000 Penalty: 1008.494629
	Iteration 20F: 3 clusters Score -3310146 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3310385.750000 Penalty: 1008.494629
	Iteration 21Q: 3 clusters Score -3310386 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3310580.750000 Penalty: 1008.494629
	Iteration 22Q: 3 clusters Score -3310581 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3310701.750000 Penalty: 1008.494629
	Iteration 23Q: 3 clusters Score -3310702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3310815.000000 Penalty: 1008.494629
	Iteration 24Q: 3 clusters Score -3310815 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3310902.000000 Penalty: 1008.494629
	Iteration 25Q: 3 clusters Score -3310902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3310961.250000 Penalty: 1008.494629
	Iteration 26Q: 3 clusters Score -3310961 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3311022.500000 Penalty: 1008.494629
	Iteration 27Q: 3 clusters Score -3311022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3311041.250000 Penalty: 1008.494629
	Iteration 28Q: 3 clusters Score -3311041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3311057.500000 Penalty: 1008.494629
	Iteration 29Q: 3 clusters Score -3311058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3311062.750000 Penalty: 1008.494629
	Iteration 30Q: 3 clusters Score -3311063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3311066.250000 Penalty: 1008.494629
	Iteration 31Q: 3 clusters Score -3311066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3311073.500000 Penalty: 1008.494629
	Iteration 32Q: 3 clusters Score -3311074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3311076.750000 Penalty: 1008.494629
	Iteration 33Q: 3 clusters Score -3311077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3311086.500000 Penalty: 1008.494629
	Iteration 34Q: 3 clusters Score -3311086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3311090.500000 Penalty: 1008.494629
	Iteration 35Q: 3 clusters Score -3311090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3311097.500000 Penalty: 1008.494629
	Iteration 36Q: 3 clusters Score -3311098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3311104.750000 Penalty: 1008.494629
	Iteration 37Q: 3 clusters Score -3311105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3311117.000000 Penalty: 1008.494629
	Iteration 38Q: 3 clusters Score -3311117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3311121.750000 Penalty: 1008.494629
	Iteration 39Q: 3 clusters Score -3311122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3311129.500000 Penalty: 1008.494629
	Iteration 40F: 3 clusters Score -3311130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3311143.250000 Penalty: 1008.494629
	Iteration 41Q: 3 clusters Score -3311143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3311140.250000 Penalty: 1008.494629
	Iteration 42Q: 3 clusters Score -3311140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3311140.500000 Penalty: 1008.494629
	Iteration 43Q: 3 clusters Score -3311140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3311143.500000 Penalty: 1008.494629
	Iteration 44Q: 3 clusters Score -3311144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3311148.000000 Penalty: 1008.494629
	Iteration 45Q: 3 clusters Score -3311148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3311155.250000 Penalty: 1008.494629
	Iteration 46Q: 3 clusters Score -3311155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3311159.250000 Penalty: 1008.494629
	Iteration 47Q: 3 clusters Score -3311159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3311158.000000 Penalty: 1008.494629
	Iteration 48Q: 3 clusters Score -3311158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3311159.250000 Penalty: 1008.494629
	Iteration 49Q: 3 clusters Score -3311159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3311163.000000 Penalty: 1008.494629
	Iteration 50Q: 3 clusters Score -3311163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3311165.750000 Penalty: 1008.494629
	Iteration 51Q: 3 clusters Score -3311166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3311165.250000 Penalty: 1008.494629
	Iteration 52Q: 3 clusters Score -3311165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3311165.250000 Penalty: 1008.494629
	Iteration 53F: 3 clusters Score -3311165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 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 166 members 
Entering Unmasked Estep 
Score: -15366.629883 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15366.63 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15458.833008 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15458.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15498.851562 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15498.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15543.481445 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15543.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15553.916992 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15553.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15556.685547 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15556.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15560.796875 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15562.148438 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15562.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15562.960938 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15562.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15563.953125 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15563.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15563.953125 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -15563.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Entering Unmasked Estep 
Score: -519295.312500 Penalty: 421.618561
	Iteration 0F: 2 clusters Score -519295.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -512276.593750 Penalty: 843.237122
	Iteration 0F: 3 clusters Score -512276.6 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -514933.812500 Penalty: 843.237122
	Iteration 1F: 3 clusters Score -514933.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -515082.468750 Penalty: 843.237122
	Iteration 2Q: 3 clusters Score -515082.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -515266.343750 Penalty: 843.237122
	Iteration 3Q: 3 clusters Score -515266.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -515482.531250 Penalty: 843.237122
	Iteration 4Q: 3 clusters Score -515482.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -515782.375000 Penalty: 843.237122
	Iteration 5F: 3 clusters Score -515782.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -516235.156250 Penalty: 843.237122
	Iteration 6F: 3 clusters Score -516235.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -516954.781250 Penalty: 843.237122
	Iteration 7F: 3 clusters Score -516954.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -517667.718750 Penalty: 843.237122
	Iteration 8F: 3 clusters Score -517667.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -518149.187500 Penalty: 843.237122
	Iteration 9Q: 3 clusters Score -518149.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -518409.906250 Penalty: 843.237122
	Iteration 10Q: 3 clusters Score -518409.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -518610.062500 Penalty: 843.237122
	Iteration 11Q: 3 clusters Score -518610.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -518742.406250 Penalty: 843.237122
	Iteration 12Q: 3 clusters Score -518742.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -518809.625000 Penalty: 843.237122
	Iteration 13Q: 3 clusters Score -518809.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -518843.531250 Penalty: 843.237122
	Iteration 14Q: 3 clusters Score -518843.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -518868.468750 Penalty: 843.237122
	Iteration 15Q: 3 clusters Score -518868.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -518885.343750 Penalty: 843.237122
	Iteration 16Q: 3 clusters Score -518885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -518897.656250 Penalty: 843.237122
	Iteration 17Q: 3 clusters Score -518897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -518905.437500 Penalty: 843.237122
	Iteration 18Q: 3 clusters Score -518905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -518911.812500 Penalty: 843.237122
	Iteration 19Q: 3 clusters Score -518911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -518917.093750 Penalty: 843.237122
	Iteration 20F: 3 clusters Score -518917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -518923.062500 Penalty: 843.237122
	Iteration 21Q: 3 clusters Score -518923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -518928.062500 Penalty: 843.237122
	Iteration 22Q: 3 clusters Score -518928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -518932.125000 Penalty: 843.237122
	Iteration 23Q: 3 clusters Score -518932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -518936.437500 Penalty: 843.237122
	Iteration 24Q: 3 clusters Score -518936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -518940.218750 Penalty: 843.237122
	Iteration 25Q: 3 clusters Score -518940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -518944.468750 Penalty: 843.237122
	Iteration 26Q: 3 clusters Score -518944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -518948.906250 Penalty: 843.237122
	Iteration 27Q: 3 clusters Score -518948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -518953.875000 Penalty: 843.237122
	Iteration 28Q: 3 clusters Score -518953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -518954.218750 Penalty: 843.237122
	Iteration 29Q: 3 clusters Score -518954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -518955.062500 Penalty: 843.237122
	Iteration 30Q: 3 clusters Score -518955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -518956.156250 Penalty: 843.237122
	Iteration 31Q: 3 clusters Score -518956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -518957.187500 Penalty: 843.237122
	Iteration 32Q: 3 clusters Score -518957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -518958.187500 Penalty: 843.237122
	Iteration 33Q: 3 clusters Score -518958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -518958.187500 Penalty: 843.237122
	Iteration 34F: 3 clusters Score -518958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Entering Unmasked Estep 
Score: -1521577.125000 Penalty: 472.553436
	Iteration 0F: 2 clusters Score -1521577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1499751.750000 Penalty: 945.106873
	Iteration 0F: 3 clusters Score -1499752 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1509486.250000 Penalty: 945.106873
	Iteration 1F: 3 clusters Score -1509486 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1510063.375000 Penalty: 945.106873
	Iteration 2Q: 3 clusters Score -1510063 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1510802.625000 Penalty: 945.106873
	Iteration 3Q: 3 clusters Score -1510803 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1511717.000000 Penalty: 945.106873
	Iteration 4F: 3 clusters Score -1511717 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1512881.875000 Penalty: 945.106873
	Iteration 5F: 3 clusters Score -1512882 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1514248.125000 Penalty: 945.106873
	Iteration 6F: 3 clusters Score -1514248 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1515577.250000 Penalty: 945.106873
	Iteration 7Q: 3 clusters Score -1515577 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1516550.750000 Penalty: 945.106873
	Iteration 8Q: 3 clusters Score -1516551 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -1517216.375000 Penalty: 945.106873
	Iteration 9Q: 3 clusters Score -1517216 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -1517698.125000 Penalty: 945.106873
	Iteration 10Q: 3 clusters Score -1517698 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -1518136.125000 Penalty: 945.106873
	Iteration 11Q: 3 clusters Score -1518136 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -1518562.000000 Penalty: 945.106873
	Iteration 12Q: 3 clusters Score -1518562 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -1519027.125000 Penalty: 945.106873
	Iteration 13Q: 3 clusters Score -1519027 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -1519483.375000 Penalty: 945.106873
	Iteration 14Q: 3 clusters Score -1519483 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -1519904.500000 Penalty: 945.106873
	Iteration 15Q: 3 clusters Score -1519904 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -1520254.375000 Penalty: 945.106873
	Iteration 16Q: 3 clusters Score -1520254 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -1520573.875000 Penalty: 945.106873
	Iteration 17Q: 3 clusters Score -1520574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -1520809.125000 Penalty: 945.106873
	Iteration 18Q: 3 clusters Score -1520809 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -1520960.625000 Penalty: 945.106873
	Iteration 19Q: 3 clusters Score -1520961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -1521051.000000 Penalty: 945.106873
	Iteration 20F: 3 clusters Score -1521051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -1521090.500000 Penalty: 945.106873
	Iteration 21Q: 3 clusters Score -1521090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -1521114.875000 Penalty: 945.106873
	Iteration 22Q: 3 clusters Score -1521115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -1521130.250000 Penalty: 945.106873
	Iteration 23Q: 3 clusters Score -1521130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -1521139.000000 Penalty: 945.106873
	Iteration 24Q: 3 clusters Score -1521139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -1521144.500000 Penalty: 945.106873
	Iteration 25Q: 3 clusters Score -1521144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -1521144.625000 Penalty: 945.106873
	Iteration 26Q: 3 clusters Score -1521145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -1521144.625000 Penalty: 945.106873
	Iteration 27F: 3 clusters Score -1521145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9574.490234 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9574.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9614.975586 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9614.976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9634.959961 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -9634.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9643.635742 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9643.636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9645.563477 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9645.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9647.138672 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9647.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9651.891602 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9651.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9652.548828 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9652.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9655.254883 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -9655.255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9657.689453 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -9657.689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9662.123047 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -9662.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9665.208008 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -9665.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9665.937500 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -9665.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9666.305664 Penalty: 482.146881
	Iteration 13Q: 3 clusters Score -9666.306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9666.305664 Penalty: 482.146881
	Iteration 14F: 3 clusters Score -9666.306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32711.970703 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32711.97 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32880.062500 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32880.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32909.218750 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32909.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32920.144531 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32920.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32928.386719 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32928.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32932.437500 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32932.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32937.679688 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32937.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32942.765625 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32942.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32945.429688 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32945.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32946.542969 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32946.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32948.628906 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32948.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32950.792969 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32950.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32951.265625 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32951.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32951.339844 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32951.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32951.339844 Penalty: 597.310852
	Iteration 14F: 3 clusters Score -32951.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -78054.687500 Penalty: 338.580078
	Iteration 0F: 2 clusters Score -78054.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -76813.648438 Penalty: 677.160156
	Iteration 0F: 3 clusters Score -76813.65 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -77255.242188 Penalty: 677.160156
	Iteration 1F: 3 clusters Score -77255.24 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -77339.726562 Penalty: 677.160156
	Iteration 2F: 3 clusters Score -77339.73 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -77409.515625 Penalty: 677.160156
	Iteration 3F: 3 clusters Score -77409.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -77481.578125 Penalty: 677.160156
	Iteration 4F: 3 clusters Score -77481.58 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -77568.585938 Penalty: 677.160156
	Iteration 5F: 3 clusters Score -77568.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -77660.906250 Penalty: 677.160156
	Iteration 6F: 3 clusters Score -77660.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -77751.976562 Penalty: 677.160156
	Iteration 7F: 3 clusters Score -77751.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -77801.585938 Penalty: 677.160156
	Iteration 8Q: 3 clusters Score -77801.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -77836.546875 Penalty: 677.160156
	Iteration 9Q: 3 clusters Score -77836.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -77860.070312 Penalty: 677.160156
	Iteration 10Q: 3 clusters Score -77860.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -77872.656250 Penalty: 677.160156
	Iteration 11Q: 3 clusters Score -77872.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -77876.156250 Penalty: 677.160156
	Iteration 12Q: 3 clusters Score -77876.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -77878.671875 Penalty: 677.160156
	Iteration 13Q: 3 clusters Score -77878.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -77881.117188 Penalty: 677.160156
	Iteration 14Q: 3 clusters Score -77881.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -77884.742188 Penalty: 677.160156
	Iteration 15Q: 3 clusters Score -77884.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -77887.148438 Penalty: 677.160156
	Iteration 16Q: 3 clusters Score -77887.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -77889.742188 Penalty: 677.160156
	Iteration 17Q: 3 clusters Score -77889.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -77892.375000 Penalty: 677.160156
	Iteration 18Q: 3 clusters Score -77892.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -77894.515625 Penalty: 677.160156
	Iteration 19Q: 3 clusters Score -77894.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -77896.335938 Penalty: 677.160156
	Iteration 20F: 3 clusters Score -77896.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -77900.648438 Penalty: 677.160156
	Iteration 21Q: 3 clusters Score -77900.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -77902.945312 Penalty: 677.160156
	Iteration 22Q: 3 clusters Score -77902.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -77906.242188 Penalty: 677.160156
	Iteration 23Q: 3 clusters Score -77906.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -77909.515625 Penalty: 677.160156
	Iteration 24Q: 3 clusters Score -77909.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -77913.109375 Penalty: 677.160156
	Iteration 25Q: 3 clusters Score -77913.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -77918.585938 Penalty: 677.160156
	Iteration 26Q: 3 clusters Score -77918.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -77925.226562 Penalty: 677.160156
	Iteration 27Q: 3 clusters Score -77925.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -77931.492188 Penalty: 677.160156
	Iteration 28Q: 3 clusters Score -77931.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -77933.289062 Penalty: 677.160156
	Iteration 29Q: 3 clusters Score -77933.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -77934.164062 Penalty: 677.160156
	Iteration 30Q: 3 clusters Score -77934.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77934.601562 Penalty: 677.160156
	Iteration 31Q: 3 clusters Score -77934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -77935.023438 Penalty: 677.160156
	Iteration 32Q: 3 clusters Score -77935.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -77935.257812 Penalty: 677.160156
	Iteration 33Q: 3 clusters Score -77935.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -77935.257812 Penalty: 677.160156
	Iteration 34F: 3 clusters Score -77935.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5902.643066 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5902.643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5944.565430 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5944.565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5954.673340 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -5954.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5956.309570 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5956.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5956.309570 Penalty: 450.980286
	Iteration 4F: 3 clusters Score -5956.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -542894.062500 Penalty: 420.986084
	Iteration 0F: 2 clusters Score -542894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -535958.187500 Penalty: 841.972168
	Iteration 0F: 3 clusters Score -535958.2 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -538707.312500 Penalty: 841.972168
	Iteration 1F: 3 clusters Score -538707.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -538924.000000 Penalty: 841.972168
	Iteration 2Q: 3 clusters Score -538924 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -539279.500000 Penalty: 841.972168
	Iteration 3F: 3 clusters Score -539279.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -539787.687500 Penalty: 841.972168
	Iteration 4F: 3 clusters Score -539787.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -540528.687500 Penalty: 841.972168
	Iteration 5F: 3 clusters Score -540528.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -541385.125000 Penalty: 841.972168
	Iteration 6F: 3 clusters Score -541385.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -541989.062500 Penalty: 841.972168
	Iteration 7F: 3 clusters Score -541989.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -542225.625000 Penalty: 841.972168
	Iteration 8Q: 3 clusters Score -542225.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -542303.875000 Penalty: 841.972168
	Iteration 9Q: 3 clusters Score -542303.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -542359.312500 Penalty: 841.972168
	Iteration 10Q: 3 clusters Score -542359.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -542409.062500 Penalty: 841.972168
	Iteration 11Q: 3 clusters Score -542409.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -542450.125000 Penalty: 841.972168
	Iteration 12Q: 3 clusters Score -542450.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -542480.187500 Penalty: 841.972168
	Iteration 13Q: 3 clusters Score -542480.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -542508.187500 Penalty: 841.972168
	Iteration 14Q: 3 clusters Score -542508.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -542527.875000 Penalty: 841.972168
	Iteration 15Q: 3 clusters Score -542527.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -542538.875000 Penalty: 841.972168
	Iteration 16Q: 3 clusters Score -542538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -542547.937500 Penalty: 841.972168
	Iteration 17Q: 3 clusters Score -542547.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -542554.312500 Penalty: 841.972168
	Iteration 18Q: 3 clusters Score -542554.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -542558.937500 Penalty: 841.972168
	Iteration 19Q: 3 clusters Score -542558.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -542561.562500 Penalty: 841.972168
	Iteration 20F: 3 clusters Score -542561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -542562.562500 Penalty: 841.972168
	Iteration 21Q: 3 clusters Score -542562.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -542563.312500 Penalty: 841.972168
	Iteration 22Q: 3 clusters Score -542563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -542563.812500 Penalty: 841.972168
	Iteration 23Q: 3 clusters Score -542563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -542563.375000 Penalty: 841.972168
	Iteration 24Q: 3 clusters Score -542563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -542565.375000 Penalty: 841.972168
	Iteration 25Q: 3 clusters Score -542565.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -542566.062500 Penalty: 841.972168
	Iteration 26Q: 3 clusters Score -542566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -542567.625000 Penalty: 841.972168
	Iteration 27Q: 3 clusters Score -542567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -542567.812500 Penalty: 841.972168
	Iteration 28Q: 3 clusters Score -542567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -542567.312500 Penalty: 841.972168
	Iteration 29Q: 3 clusters Score -542567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -542568.125000 Penalty: 841.972168
	Iteration 30Q: 3 clusters Score -542568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -542567.750000 Penalty: 841.972168
	Iteration 31Q: 3 clusters Score -542567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -542567.750000 Penalty: 841.972168
	Iteration 32F: 3 clusters Score -542567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -53246.191406 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -53246.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52398.218750 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -52398.22 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -52622.855469 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -52622.86 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -52689.773438 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -52689.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -52755.699219 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -52755.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52796.714844 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -52796.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -52829.644531 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -52829.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -52854.437500 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -52854.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52877.296875 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -52877.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52897.441406 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -52897.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -52917.347656 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -52917.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -52944.046875 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -52944.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -52965.988281 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -52965.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -52980.804688 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -52980.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52989.492188 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -52989.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52995.035156 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -52995.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -52996.242188 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -52996.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -52996.667969 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -52996.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -52997.207031 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -52997.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -52997.886719 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -52997.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -52997.886719 Penalty: 632.349670
	Iteration 19F: 3 clusters Score -52997.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3396.520996 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3396.521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3421.179199 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3421.179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3427.250488 Penalty: 404.281281
	Iteration 2Q: 3 clusters Score -3427.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3427.250488 Penalty: 404.281281
	Iteration 3F: 3 clusters Score -3427.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (39216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Entering Unmasked Estep 
Score: -2014792.625000 Penalty: 481.246246
	Iteration 0F: 2 clusters Score -2014793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1988535.250000 Penalty: 962.492493
	Iteration 0F: 3 clusters Score -1988535 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2000197.875000 Penalty: 962.492493
	Iteration 1F: 3 clusters Score -2000198 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2001330.125000 Penalty: 962.492493
	Iteration 2F: 3 clusters Score -2001330 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2003473.500000 Penalty: 962.492493
	Iteration 3F: 3 clusters Score -2003474 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2006695.375000 Penalty: 962.492493
	Iteration 4F: 3 clusters Score -2006695 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2009472.375000 Penalty: 962.492493
	Iteration 5F: 3 clusters Score -2009472 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2010864.500000 Penalty: 962.492493
	Iteration 6F: 3 clusters Score -2010864 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2011344.625000 Penalty: 962.492493
	Iteration 7Q: 3 clusters Score -2011345 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2011567.875000 Penalty: 962.492493
	Iteration 8Q: 3 clusters Score -2011568 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2011727.500000 Penalty: 962.492493
	Iteration 9Q: 3 clusters Score -2011728 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2011872.875000 Penalty: 962.492493
	Iteration 10Q: 3 clusters Score -2011873 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2011999.125000 Penalty: 962.492493
	Iteration 11Q: 3 clusters Score -2011999 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2012123.500000 Penalty: 962.492493
	Iteration 12Q: 3 clusters Score -2012124 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2012202.250000 Penalty: 962.492493
	Iteration 13Q: 3 clusters Score -2012202 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2012275.125000 Penalty: 962.492493
	Iteration 14Q: 3 clusters Score -2012275 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2012332.875000 Penalty: 962.492493
	Iteration 15Q: 3 clusters Score -2012333 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2012411.250000 Penalty: 962.492493
	Iteration 16Q: 3 clusters Score -2012411 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2012490.750000 Penalty: 962.492493
	Iteration 17Q: 3 clusters Score -2012491 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2012583.375000 Penalty: 962.492493
	Iteration 18Q: 3 clusters Score -2012583 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2012653.500000 Penalty: 962.492493
	Iteration 19Q: 3 clusters Score -2012654 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2012745.250000 Penalty: 962.492493
	Iteration 20F: 3 clusters Score -2012745 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2012848.000000 Penalty: 962.492493
	Iteration 21Q: 3 clusters Score -2012848 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2012919.375000 Penalty: 962.492493
	Iteration 22Q: 3 clusters Score -2012919 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2013004.875000 Penalty: 962.492493
	Iteration 23Q: 3 clusters Score -2013005 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2013093.125000 Penalty: 962.492493
	Iteration 24Q: 3 clusters Score -2013093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2013185.875000 Penalty: 962.492493
	Iteration 25Q: 3 clusters Score -2013186 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2013264.500000 Penalty: 962.492493
	Iteration 26Q: 3 clusters Score -2013264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2013353.375000 Penalty: 962.492493
	Iteration 27Q: 3 clusters Score -2013353 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2013464.625000 Penalty: 962.492493
	Iteration 28Q: 3 clusters Score -2013465 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2013567.625000 Penalty: 962.492493
	Iteration 29Q: 3 clusters Score -2013568 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2013675.500000 Penalty: 962.492493
	Iteration 30Q: 3 clusters Score -2013676 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2013786.125000 Penalty: 962.492493
	Iteration 31Q: 3 clusters Score -2013786 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2013873.500000 Penalty: 962.492493
	Iteration 32Q: 3 clusters Score -2013874 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2013959.875000 Penalty: 962.492493
	Iteration 33Q: 3 clusters Score -2013960 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2014040.875000 Penalty: 962.492493
	Iteration 34Q: 3 clusters Score -2014041 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2014105.125000 Penalty: 962.492493
	Iteration 35Q: 3 clusters Score -2014105 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2014155.250000 Penalty: 962.492493
	Iteration 36Q: 3 clusters Score -2014155 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2014202.125000 Penalty: 962.492493
	Iteration 37Q: 3 clusters Score -2014202 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2014266.375000 Penalty: 962.492493
	Iteration 38Q: 3 clusters Score -2014266 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2014332.500000 Penalty: 962.492493
	Iteration 39Q: 3 clusters Score -2014332 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2014392.000000 Penalty: 962.492493
	Iteration 40F: 3 clusters Score -2014392 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2014438.375000 Penalty: 962.492493
	Iteration 41Q: 3 clusters Score -2014438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2014477.625000 Penalty: 962.492493
	Iteration 42Q: 3 clusters Score -2014478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2014513.875000 Penalty: 962.492493
	Iteration 43Q: 3 clusters Score -2014514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2014555.000000 Penalty: 962.492493
	Iteration 44Q: 3 clusters Score -2014555 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2014577.125000 Penalty: 962.492493
	Iteration 45Q: 3 clusters Score -2014577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2014595.375000 Penalty: 962.492493
	Iteration 46Q: 3 clusters Score -2014595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2014618.875000 Penalty: 962.492493
	Iteration 47Q: 3 clusters Score -2014619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2014640.375000 Penalty: 962.492493
	Iteration 48Q: 3 clusters Score -2014640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2014650.375000 Penalty: 962.492493
	Iteration 49Q: 3 clusters Score -2014650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2014681.375000 Penalty: 962.492493
	Iteration 50Q: 3 clusters Score -2014681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2014690.250000 Penalty: 962.492493
	Iteration 51Q: 3 clusters Score -2014690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2014697.750000 Penalty: 962.492493
	Iteration 52Q: 3 clusters Score -2014698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2014707.500000 Penalty: 962.492493
	Iteration 53Q: 3 clusters Score -2014708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2014716.125000 Penalty: 962.492493
	Iteration 54Q: 3 clusters Score -2014716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2014722.125000 Penalty: 962.492493
	Iteration 55Q: 3 clusters Score -2014722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2014734.250000 Penalty: 962.492493
	Iteration 56Q: 3 clusters Score -2014734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2014735.750000 Penalty: 962.492493
	Iteration 57Q: 3 clusters Score -2014736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2014745.125000 Penalty: 962.492493
	Iteration 58Q: 3 clusters Score -2014745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2014744.125000 Penalty: 962.492493
	Iteration 59Q: 3 clusters Score -2014744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2014752.250000 Penalty: 962.492493
	Iteration 60F: 3 clusters Score -2014752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2014755.000000 Penalty: 962.492493
	Iteration 61Q: 3 clusters Score -2014755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2014759.750000 Penalty: 962.492493
	Iteration 62Q: 3 clusters Score -2014760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2014763.000000 Penalty: 962.492493
	Iteration 63Q: 3 clusters Score -2014763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2014762.500000 Penalty: 962.492493
	Iteration 64Q: 3 clusters Score -2014762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2014764.250000 Penalty: 962.492493
	Iteration 65Q: 3 clusters Score -2014764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2014765.375000 Penalty: 962.492493
	Iteration 66Q: 3 clusters Score -2014765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2014769.250000 Penalty: 962.492493
	Iteration 67Q: 3 clusters Score -2014769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2014770.125000 Penalty: 962.492493
	Iteration 68Q: 3 clusters Score -2014770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2014772.250000 Penalty: 962.492493
	Iteration 69Q: 3 clusters Score -2014772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2014772.625000 Penalty: 962.492493
	Iteration 70Q: 3 clusters Score -2014773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2014774.125000 Penalty: 962.492493
	Iteration 71Q: 3 clusters Score -2014774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2014773.750000 Penalty: 962.492493
	Iteration 72Q: 3 clusters Score -2014774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2014770.875000 Penalty: 962.492493
	Iteration 73Q: 3 clusters Score -2014771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2014772.750000 Penalty: 962.492493
	Iteration 74Q: 3 clusters Score -2014773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2014773.625000 Penalty: 962.492493
	Iteration 75Q: 3 clusters Score -2014774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2014775.875000 Penalty: 962.492493
	Iteration 76Q: 3 clusters Score -2014776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2014774.000000 Penalty: 962.492493
	Iteration 77Q: 3 clusters Score -2014774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2014771.750000 Penalty: 962.492493
	Iteration 78Q: 3 clusters Score -2014772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2014775.500000 Penalty: 962.492493
	Iteration 79Q: 3 clusters Score -2014776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2014773.500000 Penalty: 962.492493
	Iteration 80F: 3 clusters Score -2014774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2014775.750000 Penalty: 962.492493
	Iteration 81Q: 3 clusters Score -2014776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2014777.625000 Penalty: 962.492493
	Iteration 82Q: 3 clusters Score -2014778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2014777.625000 Penalty: 962.492493
	Iteration 83F: 3 clusters Score -2014778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (340226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340226 members 
Entering Unmasked Estep 
Score: -16537988.000000 Penalty: 579.550171
	Iteration 0F: 2 clusters Score -1.653799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -16328800.000000 Penalty: 1159.100342
	Iteration 0F: 3 clusters Score -1.63288e+07 nChanged 168065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -16435574.000000 Penalty: 1159.100342
	Iteration 1F: 3 clusters Score -1.643557e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 187281 members 
Entering Unmasked Estep 
Score: -16440921.000000 Penalty: 1159.100342
	Iteration 2Q: 3 clusters Score -1.644092e+07 nChanged 16884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 196935 members 
Entering Unmasked Estep 
Score: -16449464.000000 Penalty: 1159.100342
	Iteration 3Q: 3 clusters Score -1.644946e+07 nChanged 20588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 209061 members 
Entering Unmasked Estep 
Score: -16462904.000000 Penalty: 1159.100342
	Iteration 4F: 3 clusters Score -1.64629e+07 nChanged 22629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 220686 members 
Entering Unmasked Estep 
Score: -16479211.000000 Penalty: 1159.100342
	Iteration 5F: 3 clusters Score -1.647921e+07 nChanged 21655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 228043 members 
Entering Unmasked Estep 
Score: -16493292.000000 Penalty: 1159.100342
	Iteration 6F: 3 clusters Score -1.649329e+07 nChanged 16867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 230946 members 
Entering Unmasked Estep 
Score: -16500199.000000 Penalty: 1159.100342
	Iteration 7Q: 3 clusters Score -1.65002e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 231874 members 
Entering Unmasked Estep 
Score: -16502050.000000 Penalty: 1159.100342
	Iteration 8Q: 3 clusters Score -1.650205e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 232339 members 
Entering Unmasked Estep 
Score: -16502323.000000 Penalty: 1159.100342
	Iteration 9Q: 3 clusters Score -1.650232e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 232625 members 
Entering Unmasked Estep 
Score: -16502392.000000 Penalty: 1159.100342
	Iteration 10Q: 3 clusters Score -1.650239e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 232866 members 
Entering Unmasked Estep 
Score: -16502493.000000 Penalty: 1159.100342
	Iteration 11Q: 3 clusters Score -1.650249e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 233064 members 
Entering Unmasked Estep 
Score: -16502410.000000 Penalty: 1159.100342
	Iteration 12Q: 3 clusters Score -1.650241e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 233055 members 
Entering Unmasked Estep 
Score: -16502353.000000 Penalty: 1159.100342
	Iteration 13Q: 3 clusters Score -1.650235e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 232971 members 
Entering Unmasked Estep 
Score: -16502377.000000 Penalty: 1159.100342
	Iteration 14Q: 3 clusters Score -1.650238e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 232729 members 
Entering Unmasked Estep 
Score: -16502390.000000 Penalty: 1159.100342
	Iteration 15Q: 3 clusters Score -1.650239e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 232420 members 
Entering Unmasked Estep 
Score: -16502378.000000 Penalty: 1159.100342
	Iteration 16Q: 3 clusters Score -1.650238e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108158 members 
Mstep: Class 2 contains 232068 members 
Entering Unmasked Estep 
Score: -16502197.000000 Penalty: 1159.100342
	Iteration 17Q: 3 clusters Score -1.65022e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 231603 members 
Entering Unmasked Estep 
Score: -16502170.000000 Penalty: 1159.100342
	Iteration 18Q: 3 clusters Score -1.650217e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 231145 members 
Entering Unmasked Estep 
Score: -16502176.000000 Penalty: 1159.100342
	Iteration 19Q: 3 clusters Score -1.650218e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 230492 members 
Entering Unmasked Estep 
Score: -16502099.000000 Penalty: 1159.100342
	Iteration 20F: 3 clusters Score -1.65021e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 229845 members 
Entering Unmasked Estep 
Score: -16502060.000000 Penalty: 1159.100342
	Iteration 21Q: 3 clusters Score -1.650206e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 229159 members 
Entering Unmasked Estep 
Score: -16502192.000000 Penalty: 1159.100342
	Iteration 22Q: 3 clusters Score -1.650219e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 228394 members 
Entering Unmasked Estep 
Score: -16502261.000000 Penalty: 1159.100342
	Iteration 23Q: 3 clusters Score -1.650226e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 227544 members 
Entering Unmasked Estep 
Score: -16502290.000000 Penalty: 1159.100342
	Iteration 24Q: 3 clusters Score -1.650229e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113588 members 
Mstep: Class 2 contains 226638 members 
Entering Unmasked Estep 
Score: -16502230.000000 Penalty: 1159.100342
	Iteration 25Q: 3 clusters Score -1.650223e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 225659 members 
Entering Unmasked Estep 
Score: -16502179.000000 Penalty: 1159.100342
	Iteration 26Q: 3 clusters Score -1.650218e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115604 members 
Mstep: Class 2 contains 224622 members 
Entering Unmasked Estep 
Score: -16502183.000000 Penalty: 1159.100342
	Iteration 27Q: 3 clusters Score -1.650218e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 223523 members 
Entering Unmasked Estep 
Score: -16502304.000000 Penalty: 1159.100342
	Iteration 28Q: 3 clusters Score -1.65023e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 222434 members 
Entering Unmasked Estep 
Score: -16502449.000000 Penalty: 1159.100342
	Iteration 29Q: 3 clusters Score -1.650245e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118884 members 
Mstep: Class 2 contains 221342 members 
Entering Unmasked Estep 
Score: -16502441.000000 Penalty: 1159.100342
	Iteration 30Q: 3 clusters Score -1.650244e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 220248 members 
Entering Unmasked Estep 
Score: -16502632.000000 Penalty: 1159.100342
	Iteration 31Q: 3 clusters Score -1.650263e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 219228 members 
Entering Unmasked Estep 
Score: -16502758.000000 Penalty: 1159.100342
	Iteration 32Q: 3 clusters Score -1.650276e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 218162 members 
Entering Unmasked Estep 
Score: -16502878.000000 Penalty: 1159.100342
	Iteration 33Q: 3 clusters Score -1.650288e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 217192 members 
Entering Unmasked Estep 
Score: -16502936.000000 Penalty: 1159.100342
	Iteration 34Q: 3 clusters Score -1.650294e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 216250 members 
Entering Unmasked Estep 
Score: -16503068.000000 Penalty: 1159.100342
	Iteration 35Q: 3 clusters Score -1.650307e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Mstep: Class 2 contains 215281 members 
Entering Unmasked Estep 
Score: -16503160.000000 Penalty: 1159.100342
	Iteration 36Q: 3 clusters Score -1.650316e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125906 members 
Mstep: Class 2 contains 214320 members 
Entering Unmasked Estep 
Score: -16503208.000000 Penalty: 1159.100342
	Iteration 37Q: 3 clusters Score -1.650321e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -16503296.000000 Penalty: 1159.100342
	Iteration 38Q: 3 clusters Score -1.65033e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127844 members 
Mstep: Class 2 contains 212382 members 
Entering Unmasked Estep 
Score: -16503367.000000 Penalty: 1159.100342
	Iteration 39Q: 3 clusters Score -1.650337e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128746 members 
Mstep: Class 2 contains 211480 members 
Entering Unmasked Estep 
Score: -16503469.000000 Penalty: 1159.100342
	Iteration 40F: 3 clusters Score -1.650347e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129647 members 
Mstep: Class 2 contains 210579 members 
Entering Unmasked Estep 
Score: -16503580.000000 Penalty: 1159.100342
	Iteration 41Q: 3 clusters Score -1.650358e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130438 members 
Mstep: Class 2 contains 209788 members 
Entering Unmasked Estep 
Score: -16503718.000000 Penalty: 1159.100342
	Iteration 42Q: 3 clusters Score -1.650372e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131175 members 
Mstep: Class 2 contains 209051 members 
Entering Unmasked Estep 
Score: -16503811.000000 Penalty: 1159.100342
	Iteration 43Q: 3 clusters Score -1.650381e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131884 members 
Mstep: Class 2 contains 208342 members 
Entering Unmasked Estep 
Score: -16503935.000000 Penalty: 1159.100342
	Iteration 44Q: 3 clusters Score -1.650394e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 207742 members 
Entering Unmasked Estep 
Score: -16504097.000000 Penalty: 1159.100342
	Iteration 45Q: 3 clusters Score -1.65041e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133052 members 
Mstep: Class 2 contains 207174 members 
Entering Unmasked Estep 
Score: -16504252.000000 Penalty: 1159.100342
	Iteration 46Q: 3 clusters Score -1.650425e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 206770 members 
Entering Unmasked Estep 
Score: -16504535.000000 Penalty: 1159.100342
	Iteration 47Q: 3 clusters Score -1.650454e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133709 members 
Mstep: Class 2 contains 206517 members 
Entering Unmasked Estep 
Score: -16504606.000000 Penalty: 1159.100342
	Iteration 48Q: 3 clusters Score -1.650461e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 206300 members 
Entering Unmasked Estep 
Score: -16504726.000000 Penalty: 1159.100342
	Iteration 49Q: 3 clusters Score -1.650473e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134082 members 
Mstep: Class 2 contains 206144 members 
Entering Unmasked Estep 
Score: -16504943.000000 Penalty: 1159.100342
	Iteration 50Q: 3 clusters Score -1.650494e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134139 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -16505193.000000 Penalty: 1159.100342
	Iteration 51Q: 3 clusters Score -1.650519e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134160 members 
Mstep: Class 2 contains 206066 members 
Entering Unmasked Estep 
Score: -16505428.000000 Penalty: 1159.100342
	Iteration 52Q: 3 clusters Score -1.650543e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 206122 members 
Entering Unmasked Estep 
Score: -16505613.000000 Penalty: 1159.100342
	Iteration 53Q: 3 clusters Score -1.650561e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 206187 members 
Entering Unmasked Estep 
Score: -16505802.000000 Penalty: 1159.100342
	Iteration 54Q: 3 clusters Score -1.65058e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 206274 members 
Entering Unmasked Estep 
Score: -16505908.000000 Penalty: 1159.100342
	Iteration 55Q: 3 clusters Score -1.650591e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 206416 members 
Entering Unmasked Estep 
Score: -16505992.000000 Penalty: 1159.100342
	Iteration 56Q: 3 clusters Score -1.650599e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133605 members 
Mstep: Class 2 contains 206621 members 
Entering Unmasked Estep 
Score: -16506110.000000 Penalty: 1159.100342
	Iteration 57Q: 3 clusters Score -1.650611e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 206876 members 
Entering Unmasked Estep 
Score: -16506246.000000 Penalty: 1159.100342
	Iteration 58Q: 3 clusters Score -1.650625e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 207204 members 
Entering Unmasked Estep 
Score: -16506456.000000 Penalty: 1159.100342
	Iteration 59Q: 3 clusters Score -1.650646e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132654 members 
Mstep: Class 2 contains 207572 members 
Entering Unmasked Estep 
Score: -16506478.000000 Penalty: 1159.100342
	Iteration 60F: 3 clusters Score -1.650648e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132211 members 
Mstep: Class 2 contains 208015 members 
Entering Unmasked Estep 
Score: -16506647.000000 Penalty: 1159.100342
	Iteration 61Q: 3 clusters Score -1.650665e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Mstep: Class 2 contains 208523 members 
Entering Unmasked Estep 
Score: -16506814.000000 Penalty: 1159.100342
	Iteration 62Q: 3 clusters Score -1.650681e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 209034 members 
Entering Unmasked Estep 
Score: -16506958.000000 Penalty: 1159.100342
	Iteration 63Q: 3 clusters Score -1.650696e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130648 members 
Mstep: Class 2 contains 209578 members 
Entering Unmasked Estep 
Score: -16507144.000000 Penalty: 1159.100342
	Iteration 64Q: 3 clusters Score -1.650714e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 210170 members 
Entering Unmasked Estep 
Score: -16507213.000000 Penalty: 1159.100342
	Iteration 65Q: 3 clusters Score -1.650721e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 210834 members 
Entering Unmasked Estep 
Score: -16507300.000000 Penalty: 1159.100342
	Iteration 66Q: 3 clusters Score -1.65073e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128704 members 
Mstep: Class 2 contains 211522 members 
Entering Unmasked Estep 
Score: -16507484.000000 Penalty: 1159.100342
	Iteration 67Q: 3 clusters Score -1.650748e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 212249 members 
Entering Unmasked Estep 
Score: -16507608.000000 Penalty: 1159.100342
	Iteration 68Q: 3 clusters Score -1.650761e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Mstep: Class 2 contains 212978 members 
Entering Unmasked Estep 
Score: -16507782.000000 Penalty: 1159.100342
	Iteration 69Q: 3 clusters Score -1.650778e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 213819 members 
Entering Unmasked Estep 
Score: -16507947.000000 Penalty: 1159.100342
	Iteration 70Q: 3 clusters Score -1.650795e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 214687 members 
Entering Unmasked Estep 
Score: -16508129.000000 Penalty: 1159.100342
	Iteration 71Q: 3 clusters Score -1.650813e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124534 members 
Mstep: Class 2 contains 215692 members 
Entering Unmasked Estep 
Score: -16508309.000000 Penalty: 1159.100342
	Iteration 72Q: 3 clusters Score -1.650831e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123504 members 
Mstep: Class 2 contains 216722 members 
Entering Unmasked Estep 
Score: -16508494.000000 Penalty: 1159.100342
	Iteration 73Q: 3 clusters Score -1.650849e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122453 members 
Mstep: Class 2 contains 217773 members 
Entering Unmasked Estep 
Score: -16508680.000000 Penalty: 1159.100342
	Iteration 74Q: 3 clusters Score -1.650868e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121365 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -16508780.000000 Penalty: 1159.100342
	Iteration 75Q: 3 clusters Score -1.650878e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 220025 members 
Entering Unmasked Estep 
Score: -16509015.000000 Penalty: 1159.100342
	Iteration 76Q: 3 clusters Score -1.650902e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 221189 members 
Entering Unmasked Estep 
Score: -16509223.000000 Penalty: 1159.100342
	Iteration 77Q: 3 clusters Score -1.650922e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 222378 members 
Entering Unmasked Estep 
Score: -16509432.000000 Penalty: 1159.100342
	Iteration 78Q: 3 clusters Score -1.650943e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 223629 members 
Entering Unmasked Estep 
Score: -16509763.000000 Penalty: 1159.100342
	Iteration 79Q: 3 clusters Score -1.650976e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 224986 members 
Entering Unmasked Estep 
Score: -16510106.000000 Penalty: 1159.100342
	Iteration 80F: 3 clusters Score -1.651011e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 226405 members 
Entering Unmasked Estep 
Score: -16510387.000000 Penalty: 1159.100342
	Iteration 81Q: 3 clusters Score -1.651039e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112286 members 
Mstep: Class 2 contains 227940 members 
Entering Unmasked Estep 
Score: -16510810.000000 Penalty: 1159.100342
	Iteration 82Q: 3 clusters Score -1.651081e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 229575 members 
Entering Unmasked Estep 
Score: -16511166.000000 Penalty: 1159.100342
	Iteration 83Q: 3 clusters Score -1.651117e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 231228 members 
Entering Unmasked Estep 
Score: -16511590.000000 Penalty: 1159.100342
	Iteration 84Q: 3 clusters Score -1.651159e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107305 members 
Mstep: Class 2 contains 232921 members 
Entering Unmasked Estep 
Score: -16512081.000000 Penalty: 1159.100342
	Iteration 85Q: 3 clusters Score -1.651208e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 234736 members 
Entering Unmasked Estep 
Score: -16512557.000000 Penalty: 1159.100342
	Iteration 86Q: 3 clusters Score -1.651256e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 236663 members 
Entering Unmasked Estep 
Score: -16513040.000000 Penalty: 1159.100342
	Iteration 87Q: 3 clusters Score -1.651304e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 238697 members 
Entering Unmasked Estep 
Score: -16513650.000000 Penalty: 1159.100342
	Iteration 88Q: 3 clusters Score -1.651365e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 240831 members 
Entering Unmasked Estep 
Score: -16514112.000000 Penalty: 1159.100342
	Iteration 89Q: 3 clusters Score -1.651411e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 242951 members 
Entering Unmasked Estep 
Score: -16514469.000000 Penalty: 1159.100342
	Iteration 90Q: 3 clusters Score -1.651447e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 245108 members 
Entering Unmasked Estep 
Score: -16514925.000000 Penalty: 1159.100342
	Iteration 91Q: 3 clusters Score -1.651492e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 247185 members 
Entering Unmasked Estep 
Score: -16515441.000000 Penalty: 1159.100342
	Iteration 92Q: 3 clusters Score -1.651544e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 249303 members 
Entering Unmasked Estep 
Score: -16515961.000000 Penalty: 1159.100342
	Iteration 93Q: 3 clusters Score -1.651596e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 251440 members 
Entering Unmasked Estep 
Score: -16516391.000000 Penalty: 1159.100342
	Iteration 94Q: 3 clusters Score -1.651639e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 253548 members 
Entering Unmasked Estep 
Score: -16516893.000000 Penalty: 1159.100342
	Iteration 95Q: 3 clusters Score -1.651689e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 255754 members 
Entering Unmasked Estep 
Score: -16517428.000000 Penalty: 1159.100342
	Iteration 96Q: 3 clusters Score -1.651743e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 257976 members 
Entering Unmasked Estep 
Score: -16518072.000000 Penalty: 1159.100342
	Iteration 97Q: 3 clusters Score -1.651807e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 260252 members 
Entering Unmasked Estep 
Score: -16518381.000000 Penalty: 1159.100342
	Iteration 98Q: 3 clusters Score -1.651838e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 262464 members 
Entering Unmasked Estep 
Score: -16518628.000000 Penalty: 1159.100342
	Iteration 99Q: 3 clusters Score -1.651863e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 264541 members 
Entering Unmasked Estep 
Score: -16518984.000000 Penalty: 1159.100342
	Iteration 100F: 3 clusters Score -1.651898e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 266588 members 
Entering Unmasked Estep 
Score: -16519169.000000 Penalty: 1159.100342
	Iteration 101Q: 3 clusters Score -1.651917e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 268534 members 
Entering Unmasked Estep 
Score: -16519432.000000 Penalty: 1159.100342
	Iteration 102Q: 3 clusters Score -1.651943e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 270428 members 
Entering Unmasked Estep 
Score: -16519893.000000 Penalty: 1159.100342
	Iteration 103Q: 3 clusters Score -1.651989e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 272369 members 
Entering Unmasked Estep 
Score: -16520268.000000 Penalty: 1159.100342
	Iteration 104Q: 3 clusters Score -1.652027e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 274345 members 
Entering Unmasked Estep 
Score: -16520699.000000 Penalty: 1159.100342
	Iteration 105Q: 3 clusters Score -1.65207e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 276337 members 
Entering Unmasked Estep 
Score: -16521312.000000 Penalty: 1159.100342
	Iteration 106Q: 3 clusters Score -1.652131e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 278336 members 
Entering Unmasked Estep 
Score: -16521821.000000 Penalty: 1159.100342
	Iteration 107Q: 3 clusters Score -1.652182e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 280423 members 
Entering Unmasked Estep 
Score: -16522548.000000 Penalty: 1159.100342
	Iteration 108Q: 3 clusters Score -1.652255e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 282533 members 
Entering Unmasked Estep 
Score: -16523139.000000 Penalty: 1159.100342
	Iteration 109Q: 3 clusters Score -1.652314e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 284725 members 
Entering Unmasked Estep 
Score: -16523565.000000 Penalty: 1159.100342
	Iteration 110Q: 3 clusters Score -1.652356e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 286897 members 
Entering Unmasked Estep 
Score: -16523958.000000 Penalty: 1159.100342
	Iteration 111Q: 3 clusters Score -1.652396e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 289017 members 
Entering Unmasked Estep 
Score: -16524385.000000 Penalty: 1159.100342
	Iteration 112Q: 3 clusters Score -1.652438e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 291069 members 
Entering Unmasked Estep 
Score: -16524604.000000 Penalty: 1159.100342
	Iteration 113Q: 3 clusters Score -1.65246e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 293012 members 
Entering Unmasked Estep 
Score: -16524816.000000 Penalty: 1159.100342
	Iteration 114Q: 3 clusters Score -1.652482e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 294889 members 
Entering Unmasked Estep 
Score: -16525288.000000 Penalty: 1159.100342
	Iteration 115Q: 3 clusters Score -1.652529e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 296780 members 
Entering Unmasked Estep 
Score: -16525751.000000 Penalty: 1159.100342
	Iteration 116Q: 3 clusters Score -1.652575e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 298754 members 
Entering Unmasked Estep 
Score: -16526263.000000 Penalty: 1159.100342
	Iteration 117Q: 3 clusters Score -1.652626e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 300841 members 
Entering Unmasked Estep 
Score: -16526791.000000 Penalty: 1159.100342
	Iteration 118Q: 3 clusters Score -1.652679e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 302884 members 
Entering Unmasked Estep 
Score: -16527242.000000 Penalty: 1159.100342
	Iteration 119Q: 3 clusters Score -1.652724e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 304888 members 
Entering Unmasked Estep 
Score: -16527703.000000 Penalty: 1159.100342
	Iteration 120F: 3 clusters Score -1.65277e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 306892 members 
Entering Unmasked Estep 
Score: -16528062.000000 Penalty: 1159.100342
	Iteration 121Q: 3 clusters Score -1.652806e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 308923 members 
Entering Unmasked Estep 
Score: -16528445.000000 Penalty: 1159.100342
	Iteration 122Q: 3 clusters Score -1.652844e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 310835 members 
Entering Unmasked Estep 
Score: -16528698.000000 Penalty: 1159.100342
	Iteration 123Q: 3 clusters Score -1.65287e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 312786 members 
Entering Unmasked Estep 
Score: -16529074.000000 Penalty: 1159.100342
	Iteration 124Q: 3 clusters Score -1.652907e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 314801 members 
Entering Unmasked Estep 
Score: -16529567.000000 Penalty: 1159.100342
	Iteration 125Q: 3 clusters Score -1.652957e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 316880 members 
Entering Unmasked Estep 
Score: -16530311.000000 Penalty: 1159.100342
	Iteration 126Q: 3 clusters Score -1.653031e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 319096 members 
Entering Unmasked Estep 
Score: -16531177.000000 Penalty: 1159.100342
	Iteration 127Q: 3 clusters Score -1.653118e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 321471 members 
Entering Unmasked Estep 
Score: -16532186.000000 Penalty: 1159.100342
	Iteration 128Q: 3 clusters Score -1.653219e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 323971 members 
Entering Unmasked Estep 
Score: -16533331.000000 Penalty: 1159.100342
	Iteration 129Q: 3 clusters Score -1.653333e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 326562 members 
Entering Unmasked Estep 
Score: -16534608.000000 Penalty: 1159.100342
	Iteration 130Q: 3 clusters Score -1.653461e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 329101 members 
Entering Unmasked Estep 
Score: -16535797.000000 Penalty: 1159.100342
	Iteration 131Q: 3 clusters Score -1.65358e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 331413 members 
Entering Unmasked Estep 
Score: -16537149.000000 Penalty: 1159.100342
	Iteration 132Q: 3 clusters Score -1.653715e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 333411 members 
Entering Unmasked Estep 
Score: -16538270.000000 Penalty: 1159.100342
	Iteration 133Q: 3 clusters Score -1.653827e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 335009 members 
Entering Unmasked Estep 
Score: -16538504.000000 Penalty: 1159.100342
	Iteration 134Q: 3 clusters Score -1.65385e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 336233 members 
Entering Unmasked Estep 
Score: -16538475.000000 Penalty: 1159.100342
	Iteration 135Q: 3 clusters Score -1.653848e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 337061 members 
Entering Unmasked Estep 
Score: -16538553.000000 Penalty: 1159.100342
	Iteration 136Q: 3 clusters Score -1.653855e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 337676 members 
Entering Unmasked Estep 
Score: -16538466.000000 Penalty: 1159.100342
	Iteration 137Q: 3 clusters Score -1.653847e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 338082 members 
Entering Unmasked Estep 
Score: -16538453.000000 Penalty: 1159.100342
	Iteration 138Q: 3 clusters Score -1.653845e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 338375 members 
Entering Unmasked Estep 
Score: -16538386.000000 Penalty: 1159.100342
	Iteration 139Q: 3 clusters Score -1.653839e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 338622 members 
Entering Unmasked Estep 
Score: -16538368.000000 Penalty: 1159.100342
	Iteration 140F: 3 clusters Score -1.653837e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 338796 members 
Entering Unmasked Estep 
Score: -16538319.000000 Penalty: 1159.100342
	Iteration 141Q: 3 clusters Score -1.653832e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 338942 members 
Entering Unmasked Estep 
Score: -16538281.000000 Penalty: 1159.100342
	Iteration 142Q: 3 clusters Score -1.653828e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 339051 members 
Entering Unmasked Estep 
Score: -16538248.000000 Penalty: 1159.100342
	Iteration 143Q: 3 clusters Score -1.653825e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 339138 members 
Entering Unmasked Estep 
Score: -16538233.000000 Penalty: 1159.100342
	Iteration 144Q: 3 clusters Score -1.653823e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 339211 members 
Entering Unmasked Estep 
Score: -16538191.000000 Penalty: 1159.100342
	Iteration 145Q: 3 clusters Score -1.653819e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 339270 members 
Entering Unmasked Estep 
Score: -16538165.000000 Penalty: 1159.100342
	Iteration 146Q: 3 clusters Score -1.653816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 339319 members 
Entering Unmasked Estep 
Score: -16538125.000000 Penalty: 1159.100342
	Iteration 147Q: 3 clusters Score -1.653812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 339357 members 
Entering Unmasked Estep 
Score: -16538106.000000 Penalty: 1159.100342
	Iteration 148Q: 3 clusters Score -1.653811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 339389 members 
Entering Unmasked Estep 
Score: -16538097.000000 Penalty: 1159.100342
	Iteration 149Q: 3 clusters Score -1.65381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 339413 members 
Entering Unmasked Estep 
Score: -16538073.000000 Penalty: 1159.100342
	Iteration 150Q: 3 clusters Score -1.653807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 339436 members 
Entering Unmasked Estep 
Score: -16538079.000000 Penalty: 1159.100342
	Iteration 151Q: 3 clusters Score -1.653808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 339453 members 
Entering Unmasked Estep 
Score: -16538075.000000 Penalty: 1159.100342
	Iteration 152Q: 3 clusters Score -1.653808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 339469 members 
Entering Unmasked Estep 
Score: -16538070.000000 Penalty: 1159.100342
	Iteration 153Q: 3 clusters Score -1.653807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 339487 members 
Entering Unmasked Estep 
Score: -16538059.000000 Penalty: 1159.100342
	Iteration 154Q: 3 clusters Score -1.653806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 339496 members 
Entering Unmasked Estep 
Score: -16538059.000000 Penalty: 1159.100342
	Iteration 155Q: 3 clusters Score -1.653806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 339505 members 
Entering Unmasked Estep 
Score: -16538060.000000 Penalty: 1159.100342
	Iteration 156Q: 3 clusters Score -1.653806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 339516 members 
Entering Unmasked Estep 
Score: -16538051.000000 Penalty: 1159.100342
	Iteration 157Q: 3 clusters Score -1.653805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 339531 members 
Entering Unmasked Estep 
Score: -16538036.000000 Penalty: 1159.100342
	Iteration 158Q: 3 clusters Score -1.653804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 339540 members 
Entering Unmasked Estep 
Score: -16538041.000000 Penalty: 1159.100342
	Iteration 159Q: 3 clusters Score -1.653804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 339553 members 
Entering Unmasked Estep 
Score: -16538041.000000 Penalty: 1159.100342
	Iteration 160F: 3 clusters Score -1.653804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 339562 members 
Entering Unmasked Estep 
Score: -16538023.000000 Penalty: 1159.100342
	Iteration 161Q: 3 clusters Score -1.653802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 339577 members 
Entering Unmasked Estep 
Score: -16538005.000000 Penalty: 1159.100342
	Iteration 162Q: 3 clusters Score -1.6538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 339586 members 
Entering Unmasked Estep 
Score: -16538009.000000 Penalty: 1159.100342
	Iteration 163Q: 3 clusters Score -1.653801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 339593 members 
Entering Unmasked Estep 
Score: -16537995.000000 Penalty: 1159.100342
	Iteration 164Q: 3 clusters Score -1.6538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 339599 members 
Entering Unmasked Estep 
Score: -16538004.000000 Penalty: 1159.100342
	Iteration 165Q: 3 clusters Score -1.6538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 339603 members 
Entering Unmasked Estep 
Score: -16537994.000000 Penalty: 1159.100342
	Iteration 166Q: 3 clusters Score -1.653799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 339606 members 
Entering Unmasked Estep 
Score: -16537996.000000 Penalty: 1159.100342
	Iteration 167Q: 3 clusters Score -1.6538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 339610 members 
Entering Unmasked Estep 
Score: -16537997.000000 Penalty: 1159.100342
	Iteration 168Q: 3 clusters Score -1.6538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 339613 members 
Entering Unmasked Estep 
Score: -16537986.000000 Penalty: 1159.100342
	Iteration 169Q: 3 clusters Score -1.653799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 339617 members 
Entering Unmasked Estep 
Score: -16537983.000000 Penalty: 1159.100342
	Iteration 170Q: 3 clusters Score -1.653798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 339620 members 
Entering Unmasked Estep 
Score: -16537974.000000 Penalty: 1159.100342
	Iteration 171Q: 3 clusters Score -1.653797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 339622 members 
Entering Unmasked Estep 
Score: -16537982.000000 Penalty: 1159.100342
	Iteration 172Q: 3 clusters Score -1.653798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 339623 members 
Entering Unmasked Estep 
Score: -16537984.000000 Penalty: 1159.100342
	Iteration 173Q: 3 clusters Score -1.653798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 339625 members 
Entering Unmasked Estep 
Score: -16537980.000000 Penalty: 1159.100342
	Iteration 174Q: 3 clusters Score -1.653798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 339627 members 
Entering Unmasked Estep 
Score: -16537971.000000 Penalty: 1159.100342
	Iteration 175Q: 3 clusters Score -1.653797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 339628 members 
Entering Unmasked Estep 
Score: -16537976.000000 Penalty: 1159.100342
	Iteration 176Q: 3 clusters Score -1.653798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 339628 members 
Entering Unmasked Estep 
Score: -16537976.000000 Penalty: 1159.100342
	Iteration 177F: 3 clusters Score -1.653798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65014 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 32396 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10430 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39216 members 
Mstep: Class 27 contains 340226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303136.000000 Penalty: 16193.877930
Iteration 399Q: 28 clusters Score -2.530314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65015 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 32401 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39221 members 
Mstep: Class 27 contains 340213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303178.000000 Penalty: 16193.877930
Iteration 400F: 28 clusters Score -2.530318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65012 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10547 members 
Mstep: Class 18 contains 32408 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39234 members 
Mstep: Class 27 contains 340204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303198.000000 Penalty: 16193.877930
Iteration 401Q: 28 clusters Score -2.53032e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4175 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 65011 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 32411 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10468 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39249 members 
Mstep: Class 27 contains 340199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303224.000000 Penalty: 16193.877930
Iteration 402Q: 28 clusters Score -2.530322e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 65007 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10520 members 
Mstep: Class 18 contains 32414 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10480 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39256 members 
Mstep: Class 27 contains 340195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303188.000000 Penalty: 16193.877930
Iteration 403Q: 28 clusters Score -2.530319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4166 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 65001 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10499 members 
Mstep: Class 18 contains 32419 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10486 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39261 members 
Mstep: Class 27 contains 340210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303186.000000 Penalty: 16193.877930
Iteration 404Q: 28 clusters Score -2.530319e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2295 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64996 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 18 contains 32423 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10492 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39263 members 
Mstep: Class 27 contains 340231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303194.000000 Penalty: 16193.877930
Iteration 405Q: 28 clusters Score -2.530319e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64997 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 32429 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10497 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39265 members 
Mstep: Class 27 contains 340253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303214.000000 Penalty: 16193.877930
Iteration 406Q: 28 clusters Score -2.530321e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64999 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 18 contains 32435 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39266 members 
Mstep: Class 27 contains 340273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303216.000000 Penalty: 16193.877930
Iteration 407Q: 28 clusters Score -2.530322e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64996 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 32446 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10505 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39269 members 
Mstep: Class 27 contains 340297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303208.000000 Penalty: 16193.877930
Iteration 408Q: 28 clusters Score -2.530321e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64993 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10369 members 
Mstep: Class 18 contains 32461 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10506 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39271 members 
Mstep: Class 27 contains 340312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303224.000000 Penalty: 16193.877930
Iteration 409Q: 28 clusters Score -2.530322e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64988 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10340 members 
Mstep: Class 18 contains 32471 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39275 members 
Mstep: Class 27 contains 340337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303184.000000 Penalty: 16193.877930
Iteration 410Q: 28 clusters Score -2.530318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 64983 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 32479 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39278 members 
Mstep: Class 27 contains 340352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303184.000000 Penalty: 16193.877930
Iteration 411Q: 28 clusters Score -2.530318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 64981 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 32496 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39283 members 
Mstep: Class 27 contains 340357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303202.000000 Penalty: 16193.877930
Iteration 412Q: 28 clusters Score -2.53032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1128 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 64977 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 32509 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10515 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39288 members 
Mstep: Class 27 contains 340377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303230.000000 Penalty: 16193.877930
Iteration 413Q: 28 clusters Score -2.530323e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 64971 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 32520 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39293 members 
Mstep: Class 27 contains 340395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303192.000000 Penalty: 16193.877930
Iteration 414Q: 28 clusters Score -2.530319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 64963 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 32530 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39297 members 
Mstep: Class 27 contains 340417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303192.000000 Penalty: 16193.877930
Iteration 415Q: 28 clusters Score -2.530319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 64956 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10211 members 
Mstep: Class 18 contains 32536 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39300 members 
Mstep: Class 27 contains 340439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303174.000000 Penalty: 16193.877930
Iteration 416Q: 28 clusters Score -2.530317e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7268 members 
Mstep: Class 15 contains 64951 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10199 members 
Mstep: Class 18 contains 32539 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39304 members 
Mstep: Class 27 contains 340446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303188.000000 Penalty: 16193.877930
Iteration 417Q: 28 clusters Score -2.530319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 64948 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10189 members 
Mstep: Class 18 contains 32541 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39305 members 
Mstep: Class 27 contains 340455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303152.000000 Penalty: 16193.877930
Iteration 418Q: 28 clusters Score -2.530315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7271 members 
Mstep: Class 15 contains 64942 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 32542 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39305 members 
Mstep: Class 27 contains 340463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303154.000000 Penalty: 16193.877930
Iteration 419Q: 28 clusters Score -2.530315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 64937 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 32543 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39308 members 
Mstep: Class 27 contains 340469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303160.000000 Penalty: 16193.877930
Iteration 420F: 28 clusters Score -2.530316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2293 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 64931 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10522 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39309 members 
Mstep: Class 27 contains 340472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303146.000000 Penalty: 16193.877930
Iteration 421Q: 28 clusters Score -2.530315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2292 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7281 members 
Mstep: Class 15 contains 64929 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 32546 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39311 members 
Mstep: Class 27 contains 340472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303162.000000 Penalty: 16193.877930
Iteration 422Q: 28 clusters Score -2.530316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 64928 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10169 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10525 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39311 members 
Mstep: Class 27 contains 340474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303154.000000 Penalty: 16193.877930
Iteration 423Q: 28 clusters Score -2.530315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 64927 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10161 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10529 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39314 members 
Mstep: Class 27 contains 340475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303160.000000 Penalty: 16193.877930
Iteration 424Q: 28 clusters Score -2.530316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 64925 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39317 members 
Mstep: Class 27 contains 340474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303162.000000 Penalty: 16193.877930
Iteration 425Q: 28 clusters Score -2.530316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 64922 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10534 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39321 members 
Mstep: Class 27 contains 340469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303168.000000 Penalty: 16193.877930
Iteration 426Q: 28 clusters Score -2.530317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 64917 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10539 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39321 members 
Mstep: Class 27 contains 340470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303170.000000 Penalty: 16193.877930
Iteration 427Q: 28 clusters Score -2.530317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 64913 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39322 members 
Mstep: Class 27 contains 340467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303172.000000 Penalty: 16193.877930
Iteration 428Q: 28 clusters Score -2.530317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 64908 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10554 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39322 members 
Mstep: Class 27 contains 340465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303174.000000 Penalty: 16193.877930
Iteration 429Q: 28 clusters Score -2.530317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 64906 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10564 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39321 members 
Mstep: Class 27 contains 340458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303158.000000 Penalty: 16193.877930
Iteration 430Q: 28 clusters Score -2.530316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 64906 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10157 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39321 members 
Mstep: Class 27 contains 340447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303156.000000 Penalty: 16193.877930
Iteration 431Q: 28 clusters Score -2.530316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 64905 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10582 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39322 members 
Mstep: Class 27 contains 340440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303168.000000 Penalty: 16193.877930
Iteration 432Q: 28 clusters Score -2.530317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10593 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39321 members 
Mstep: Class 27 contains 340432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303184.000000 Penalty: 16193.877930
Iteration 433Q: 28 clusters Score -2.530318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10598 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39322 members 
Mstep: Class 27 contains 340425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303180.000000 Penalty: 16193.877930
Iteration 434Q: 28 clusters Score -2.530318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10599 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39324 members 
Mstep: Class 27 contains 340422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303178.000000 Penalty: 16193.877930
Iteration 435Q: 28 clusters Score -2.530318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39327 members 
Mstep: Class 27 contains 340417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303178.000000 Penalty: 16193.877930
Iteration 436Q: 28 clusters Score -2.530318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10604 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39329 members 
Mstep: Class 27 contains 340412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303186.000000 Penalty: 16193.877930
Iteration 437Q: 28 clusters Score -2.530319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39330 members 
Mstep: Class 27 contains 340407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303190.000000 Penalty: 16193.877930
Iteration 438Q: 28 clusters Score -2.530319e+07 nChanged 6
Entering ConstructFrom: 
Score: -25303190.000000 Penalty: 16193.877930
Entering ConstructFrom: 
Trying to split cluster 1 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -279848.156250 Penalty: 396.512817
	Iteration 0F: 2 clusters Score -279848.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -275715.937500 Penalty: 793.025635
	Iteration 0F: 3 clusters Score -275715.9 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -277225.250000 Penalty: 793.025635
	Iteration 1F: 3 clusters Score -277225.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -277346.250000 Penalty: 793.025635
	Iteration 2F: 3 clusters Score -277346.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -277510.437500 Penalty: 793.025635
	Iteration 3F: 3 clusters Score -277510.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -277751.718750 Penalty: 793.025635
	Iteration 4F: 3 clusters Score -277751.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -278100.156250 Penalty: 793.025635
	Iteration 5F: 3 clusters Score -278100.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -278560.093750 Penalty: 793.025635
	Iteration 6F: 3 clusters Score -278560.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -279024.375000 Penalty: 793.025635
	Iteration 7F: 3 clusters Score -279024.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -279308.593750 Penalty: 793.025635
	Iteration 8Q: 3 clusters Score -279308.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -279422.906250 Penalty: 793.025635
	Iteration 9Q: 3 clusters Score -279422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -279472.656250 Penalty: 793.025635
	Iteration 10Q: 3 clusters Score -279472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -279491.500000 Penalty: 793.025635
	Iteration 11Q: 3 clusters Score -279491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -279503.968750 Penalty: 793.025635
	Iteration 12Q: 3 clusters Score -279504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -279508.406250 Penalty: 793.025635
	Iteration 13Q: 3 clusters Score -279508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -279509.906250 Penalty: 793.025635
	Iteration 14Q: 3 clusters Score -279509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -279509.906250 Penalty: 793.025635
	Iteration 15F: 3 clusters Score -279509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7471.404297 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7471.404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7542.690430 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7542.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7547.844727 Penalty: 473.564606
	Iteration 2Q: 3 clusters Score -7547.845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7553.689941 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7553.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7567.333008 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7567.333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7578.601562 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7578.602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7586.005859 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7586.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7587.243652 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -7587.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7587.243652 Penalty: 473.564606
	Iteration 8F: 3 clusters Score -7587.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10422.623047 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10422.62 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 134 members 
Entering Unmasked Estep 
Score: -10094.546875 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10094.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10169.270508 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10169.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10189.754883 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10189.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10202.494141 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -10202.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10215.530273 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10215.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10237.701172 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10251.377930 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10251.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10261.714844 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10261.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10263.603516 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10263.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10263.603516 Penalty: 507.066010
	Iteration 9F: 3 clusters Score -10263.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -54271.257812 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -54271.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53324.554688 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -53324.55 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53725.085938 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -53725.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53888.214844 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -53888.21 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -54014.343750 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -54014.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54080.507812 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -54080.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -54122.269531 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -54122.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -54146.503906 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -54146.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -54158.753906 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -54158.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54171.777344 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -54171.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -54179.480469 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -54179.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -54181.355469 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -54181.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -54183.285156 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -54183.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -54184.433594 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -54184.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -54184.582031 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -54184.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -54184.582031 Penalty: 648.693176
	Iteration 14F: 3 clusters Score -54184.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -197193.812500 Penalty: 378.280273
	Iteration 0F: 2 clusters Score -197193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -194459.203125 Penalty: 756.560547
	Iteration 0F: 3 clusters Score -194459.2 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -195468.953125 Penalty: 756.560547
	Iteration 1F: 3 clusters Score -195469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -195629.281250 Penalty: 756.560547
	Iteration 2F: 3 clusters Score -195629.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -195821.562500 Penalty: 756.560547
	Iteration 3F: 3 clusters Score -195821.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -196042.359375 Penalty: 756.560547
	Iteration 4F: 3 clusters Score -196042.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -196243.484375 Penalty: 756.560547
	Iteration 5F: 3 clusters Score -196243.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -196382.140625 Penalty: 756.560547
	Iteration 6Q: 3 clusters Score -196382.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -196463.406250 Penalty: 756.560547
	Iteration 7Q: 3 clusters Score -196463.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -196510.515625 Penalty: 756.560547
	Iteration 8Q: 3 clusters Score -196510.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196540.671875 Penalty: 756.560547
	Iteration 9Q: 3 clusters Score -196540.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196558.484375 Penalty: 756.560547
	Iteration 10Q: 3 clusters Score -196558.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196583.359375 Penalty: 756.560547
	Iteration 11Q: 3 clusters Score -196583.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196608.156250 Penalty: 756.560547
	Iteration 12Q: 3 clusters Score -196608.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196634.796875 Penalty: 756.560547
	Iteration 13Q: 3 clusters Score -196634.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196663.203125 Penalty: 756.560547
	Iteration 14Q: 3 clusters Score -196663.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -196689.968750 Penalty: 756.560547
	Iteration 15Q: 3 clusters Score -196690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196720.500000 Penalty: 756.560547
	Iteration 16Q: 3 clusters Score -196720.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -196757.281250 Penalty: 756.560547
	Iteration 17Q: 3 clusters Score -196757.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -196795.125000 Penalty: 756.560547
	Iteration 18Q: 3 clusters Score -196795.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -196835.171875 Penalty: 756.560547
	Iteration 19Q: 3 clusters Score -196835.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196855.093750 Penalty: 756.560547
	Iteration 20F: 3 clusters Score -196855.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196873.437500 Penalty: 756.560547
	Iteration 21Q: 3 clusters Score -196873.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -196882.125000 Penalty: 756.560547
	Iteration 22Q: 3 clusters Score -196882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196886.671875 Penalty: 756.560547
	Iteration 23Q: 3 clusters Score -196886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196892.703125 Penalty: 756.560547
	Iteration 24Q: 3 clusters Score -196892.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -196895.218750 Penalty: 756.560547
	Iteration 25Q: 3 clusters Score -196895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196896.687500 Penalty: 756.560547
	Iteration 26Q: 3 clusters Score -196896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196896.921875 Penalty: 756.560547
	Iteration 27Q: 3 clusters Score -196896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196898.265625 Penalty: 756.560547
	Iteration 28Q: 3 clusters Score -196898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196898.531250 Penalty: 756.560547
	Iteration 29Q: 3 clusters Score -196898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196898.656250 Penalty: 756.560547
	Iteration 30Q: 3 clusters Score -196898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196898.984375 Penalty: 756.560547
	Iteration 31Q: 3 clusters Score -196899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196898.984375 Penalty: 756.560547
	Iteration 32F: 3 clusters Score -196899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -52777.828125 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -52777.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -51926.039062 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -51926.04 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52193.378906 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -52193.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52279.390625 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -52279.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52331.500000 Penalty: 634.932617
	Iteration 3F: 3 clusters Score -52331.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -52377.890625 Penalty: 634.932617
	Iteration 4F: 3 clusters Score -52377.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52391.417969 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -52391.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52404.058594 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -52404.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52411.527344 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -52411.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52416.390625 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -52416.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52420.964844 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -52420.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52424.250000 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -52424.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -52426.847656 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -52426.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52428.437500 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -52428.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52431.238281 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -52431.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52438.011719 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -52438.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -52442.437500 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -52442.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52451.441406 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -52451.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -52457.472656 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -52457.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52464.679688 Penalty: 634.932617
	Iteration 18Q: 3 clusters Score -52464.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -52475.816406 Penalty: 634.932617
	Iteration 19Q: 3 clusters Score -52475.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -52487.273438 Penalty: 634.932617
	Iteration 20F: 3 clusters Score -52487.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52492.906250 Penalty: 634.932617
	Iteration 21Q: 3 clusters Score -52492.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -52497.195312 Penalty: 634.932617
	Iteration 22Q: 3 clusters Score -52497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -52501.503906 Penalty: 634.932617
	Iteration 23Q: 3 clusters Score -52501.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52507.703125 Penalty: 634.932617
	Iteration 24Q: 3 clusters Score -52507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -52511.855469 Penalty: 634.932617
	Iteration 25Q: 3 clusters Score -52511.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -52513.562500 Penalty: 634.932617
	Iteration 26Q: 3 clusters Score -52513.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -52515.679688 Penalty: 634.932617
	Iteration 27Q: 3 clusters Score -52515.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -52516.621094 Penalty: 634.932617
	Iteration 28Q: 3 clusters Score -52516.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -52517.050781 Penalty: 634.932617
	Iteration 29Q: 3 clusters Score -52517.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52517.140625 Penalty: 634.932617
	Iteration 30Q: 3 clusters Score -52517.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -52517.378906 Penalty: 634.932617
	Iteration 31Q: 3 clusters Score -52517.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -52518.125000 Penalty: 634.932617
	Iteration 32Q: 3 clusters Score -52518.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -52518.695312 Penalty: 634.932617
	Iteration 33Q: 3 clusters Score -52518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -52519.164062 Penalty: 634.932617
	Iteration 34Q: 3 clusters Score -52519.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -52519.867188 Penalty: 634.932617
	Iteration 35Q: 3 clusters Score -52519.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -52521.925781 Penalty: 634.932617
	Iteration 36Q: 3 clusters Score -52521.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52522.363281 Penalty: 634.932617
	Iteration 37Q: 3 clusters Score -52522.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52522.363281 Penalty: 634.932617
	Iteration 38F: 3 clusters Score -52522.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -16879.093750 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -16879.09 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 190 members 
Entering Unmasked Estep 
Score: -16486.505859 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -16486.51 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16587.603516 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -16587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16617.753906 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -16617.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16646.111328 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -16646.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16659.863281 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -16659.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16665.884766 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -16665.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16667.183594 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -16667.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16667.183594 Penalty: 536.640991
	Iteration 7F: 3 clusters Score -16667.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -37699.730469 Penalty: 296.554047
	Iteration 0F: 2 clusters Score -37699.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37106.382812 Penalty: 593.108093
	Iteration 0F: 3 clusters Score -37106.38 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37256.664062 Penalty: 593.108093
	Iteration 1F: 3 clusters Score -37256.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37292.550781 Penalty: 593.108093
	Iteration 2F: 3 clusters Score -37292.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37316.062500 Penalty: 593.108093
	Iteration 3F: 3 clusters Score -37316.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37326.804688 Penalty: 593.108093
	Iteration 4Q: 3 clusters Score -37326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37333.808594 Penalty: 593.108093
	Iteration 5Q: 3 clusters Score -37333.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37340.273438 Penalty: 593.108093
	Iteration 6Q: 3 clusters Score -37340.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37343.089844 Penalty: 593.108093
	Iteration 7Q: 3 clusters Score -37343.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37347.789062 Penalty: 593.108093
	Iteration 8Q: 3 clusters Score -37347.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37349.539062 Penalty: 593.108093
	Iteration 9Q: 3 clusters Score -37349.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37352.042969 Penalty: 593.108093
	Iteration 10Q: 3 clusters Score -37352.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37353.550781 Penalty: 593.108093
	Iteration 11Q: 3 clusters Score -37353.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37353.941406 Penalty: 593.108093
	Iteration 12Q: 3 clusters Score -37353.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37355.398438 Penalty: 593.108093
	Iteration 13Q: 3 clusters Score -37355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37356.066406 Penalty: 593.108093
	Iteration 14Q: 3 clusters Score -37356.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37356.066406 Penalty: 593.108093
	Iteration 15F: 3 clusters Score -37356.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -60726.730469 Penalty: 319.904022
	Iteration 0F: 2 clusters Score -60726.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59822.734375 Penalty: 639.808044
	Iteration 0F: 3 clusters Score -59822.73 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -60091.652344 Penalty: 639.808044
	Iteration 1F: 3 clusters Score -60091.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60153.019531 Penalty: 639.808044
	Iteration 2F: 3 clusters Score -60153.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -60200.984375 Penalty: 639.808044
	Iteration 3F: 3 clusters Score -60200.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60249.273438 Penalty: 639.808044
	Iteration 4F: 3 clusters Score -60249.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -60304.601562 Penalty: 639.808044
	Iteration 5Q: 3 clusters Score -60304.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60345.656250 Penalty: 639.808044
	Iteration 6Q: 3 clusters Score -60345.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60364.253906 Penalty: 639.808044
	Iteration 7Q: 3 clusters Score -60364.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60375.476562 Penalty: 639.808044
	Iteration 8Q: 3 clusters Score -60375.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60385.679688 Penalty: 639.808044
	Iteration 9Q: 3 clusters Score -60385.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -60393.960938 Penalty: 639.808044
	Iteration 10Q: 3 clusters Score -60393.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -60401.332031 Penalty: 639.808044
	Iteration 11Q: 3 clusters Score -60401.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60408.058594 Penalty: 639.808044
	Iteration 12Q: 3 clusters Score -60408.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60413.976562 Penalty: 639.808044
	Iteration 13Q: 3 clusters Score -60413.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60418.246094 Penalty: 639.808044
	Iteration 14Q: 3 clusters Score -60418.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60420.722656 Penalty: 639.808044
	Iteration 15Q: 3 clusters Score -60420.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60423.171875 Penalty: 639.808044
	Iteration 16Q: 3 clusters Score -60423.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60425.136719 Penalty: 639.808044
	Iteration 17Q: 3 clusters Score -60425.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60426.121094 Penalty: 639.808044
	Iteration 18Q: 3 clusters Score -60426.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60426.929688 Penalty: 639.808044
	Iteration 19Q: 3 clusters Score -60426.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60427.347656 Penalty: 639.808044
	Iteration 20F: 3 clusters Score -60427.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60428.058594 Penalty: 639.808044
	Iteration 21Q: 3 clusters Score -60428.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60428.347656 Penalty: 639.808044
	Iteration 22Q: 3 clusters Score -60428.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60428.746094 Penalty: 639.808044
	Iteration 23Q: 3 clusters Score -60428.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60429.738281 Penalty: 639.808044
	Iteration 24Q: 3 clusters Score -60429.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60429.851562 Penalty: 639.808044
	Iteration 25Q: 3 clusters Score -60429.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60430.601562 Penalty: 639.808044
	Iteration 26Q: 3 clusters Score -60430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60432.019531 Penalty: 639.808044
	Iteration 27Q: 3 clusters Score -60432.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -60433.355469 Penalty: 639.808044
	Iteration 28Q: 3 clusters Score -60433.36 nChanged 3
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: -60434.531250 Penalty: 639.808044
	Iteration 29Q: 3 clusters Score -60434.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -60435.253906 Penalty: 639.808044
	Iteration 30Q: 3 clusters Score -60435.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60435.902344 Penalty: 639.808044
	Iteration 31Q: 3 clusters Score -60435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60436.332031 Penalty: 639.808044
	Iteration 32Q: 3 clusters Score -60436.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60437.066406 Penalty: 639.808044
	Iteration 33Q: 3 clusters Score -60437.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60437.375000 Penalty: 639.808044
	Iteration 34Q: 3 clusters Score -60437.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60437.902344 Penalty: 639.808044
	Iteration 35Q: 3 clusters Score -60437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60437.988281 Penalty: 639.808044
	Iteration 36Q: 3 clusters Score -60437.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60437.988281 Penalty: 639.808044
	Iteration 37F: 3 clusters Score -60437.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -115081.500000 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -115081.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113450.179688 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -113450.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -113946.132812 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -113946.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -114019.375000 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -114019.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -114074.812500 Penalty: 704.003967
	Iteration 3F: 3 clusters Score -114074.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -114124.031250 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -114124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -114175.445312 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -114175.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -114222.765625 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -114222.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -114275.937500 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -114275.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114320.421875 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -114320.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -114370.265625 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -114370.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -114420.671875 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -114420.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -114455.007812 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -114455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -114489.484375 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -114489.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -114522.304688 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -114522.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -114549.851562 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -114549.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -114564.796875 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -114564.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -114579.171875 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -114579.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -114609.562500 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -114609.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -114636.835938 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -114636.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -114659.898438 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -114659.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -114688.859375 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -114688.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -114701.734375 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -114701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -114708.062500 Penalty: 704.003967
	Iteration 22Q: 3 clusters Score -114708.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -114717.210938 Penalty: 704.003967
	Iteration 23Q: 3 clusters Score -114717.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -114723.148438 Penalty: 704.003967
	Iteration 24Q: 3 clusters Score -114723.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -114730.835938 Penalty: 704.003967
	Iteration 25Q: 3 clusters Score -114730.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -114738.304688 Penalty: 704.003967
	Iteration 26Q: 3 clusters Score -114738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -114744.406250 Penalty: 704.003967
	Iteration 27Q: 3 clusters Score -114744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -114748.710938 Penalty: 704.003967
	Iteration 28Q: 3 clusters Score -114748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -114749.968750 Penalty: 704.003967
	Iteration 29Q: 3 clusters Score -114750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -114751.414062 Penalty: 704.003967
	Iteration 30Q: 3 clusters Score -114751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -114752.453125 Penalty: 704.003967
	Iteration 31Q: 3 clusters Score -114752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -114753.976562 Penalty: 704.003967
	Iteration 32Q: 3 clusters Score -114754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -114755.507812 Penalty: 704.003967
	Iteration 33Q: 3 clusters Score -114755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -114757.617188 Penalty: 704.003967
	Iteration 34Q: 3 clusters Score -114757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -114758.757812 Penalty: 704.003967
	Iteration 35Q: 3 clusters Score -114758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -114759.875000 Penalty: 704.003967
	Iteration 36Q: 3 clusters Score -114759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -114759.773438 Penalty: 704.003967
	Iteration 37Q: 3 clusters Score -114759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -114759.773438 Penalty: 704.003967
	Iteration 38F: 3 clusters Score -114759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39088.363281 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39088.36 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39258.605469 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39258.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39300.734375 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39300.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39327.949219 Penalty: 614.243774
	Iteration 3Q: 3 clusters Score -39327.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39345.082031 Penalty: 614.243774
	Iteration 4Q: 3 clusters Score -39345.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39362.500000 Penalty: 614.243774
	Iteration 5Q: 3 clusters Score -39362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39377.589844 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39377.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39399.984375 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39399.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39425.429688 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39425.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -39457.636719 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39457.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -39499.636719 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39499.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39555.457031 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39555.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -39612.933594 Penalty: 614.243774
	Iteration 12F: 3 clusters Score -39612.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -39649.183594 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39649.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39667.750000 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39667.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -39679.847656 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39679.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39695.328125 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39695.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39709.656250 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39709.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39733.691406 Penalty: 614.243774
	Iteration 18Q: 3 clusters Score -39733.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -39758.015625 Penalty: 614.243774
	Iteration 19Q: 3 clusters Score -39758.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39781.890625 Penalty: 614.243774
	Iteration 20F: 3 clusters Score -39781.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -39802.687500 Penalty: 614.243774
	Iteration 21Q: 3 clusters Score -39802.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -39807.078125 Penalty: 614.243774
	Iteration 22Q: 3 clusters Score -39807.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -39808.398438 Penalty: 614.243774
	Iteration 23Q: 3 clusters Score -39808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -39813.394531 Penalty: 614.243774
	Iteration 24Q: 3 clusters Score -39813.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -39824.550781 Penalty: 614.243774
	Iteration 25Q: 3 clusters Score -39824.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -39832.542969 Penalty: 614.243774
	Iteration 26Q: 3 clusters Score -39832.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -39835.140625 Penalty: 614.243774
	Iteration 27Q: 3 clusters Score -39835.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -39835.523438 Penalty: 614.243774
	Iteration 28Q: 3 clusters Score -39835.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -39835.523438 Penalty: 614.243774
	Iteration 29F: 3 clusters Score -39835.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 119 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10612 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39331 members 
Mstep: Class 27 contains 340401 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -25302932.000000 Penalty: 16793.650391
Splitting cluster 11 changes total score from -25303190.000000 to -25302932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -79830.882812 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -79830.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78655.382812 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -78655.38 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79049.539062 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -79049.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -79103.109375 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -79103.11 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -79142.140625 Penalty: 669.769470
	Iteration 3Q: 3 clusters Score -79142.14 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -79191.625000 Penalty: 669.769470
	Iteration 4Q: 3 clusters Score -79191.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -79240.835938 Penalty: 669.769470
	Iteration 5Q: 3 clusters Score -79240.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -79294.078125 Penalty: 669.769470
	Iteration 6Q: 3 clusters Score -79294.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -79330.164062 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -79330.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -79361.453125 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -79361.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -79386.500000 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -79386.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -79400.320312 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -79400.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -79410.734375 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -79410.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -79420.671875 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -79420.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -79427.226562 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -79427.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -79429.812500 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -79429.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -79431.000000 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -79431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -79433.164062 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -79433.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -79435.320312 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -79435.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -79437.492188 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -79437.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -79439.601562 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -79439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -79440.703125 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -79440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -79440.968750 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -79440.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -79441.390625 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -79441.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -79442.250000 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -79442.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -79442.562500 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -79442.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -79442.851562 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -79442.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -79443.945312 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -79443.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -79445.250000 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -79445.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -79447.718750 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -79447.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -79448.375000 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -79448.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -79448.960938 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -79448.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -79449.054688 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -79449.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -79449.054688 Penalty: 669.769470
	Iteration 32F: 3 clusters Score -79449.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -62267.992188 Penalty: 328.125854
	Iteration 0F: 2 clusters Score -62267.99 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 667 members 
Entering Unmasked Estep 
Score: -61266.269531 Penalty: 656.251709
	Iteration 0F: 3 clusters Score -61266.27 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -61578.984375 Penalty: 656.251709
	Iteration 1F: 3 clusters Score -61578.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61636.210938 Penalty: 656.251709
	Iteration 2F: 3 clusters Score -61636.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -61681.808594 Penalty: 656.251709
	Iteration 3Q: 3 clusters Score -61681.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61714.109375 Penalty: 656.251709
	Iteration 4Q: 3 clusters Score -61714.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -61738.066406 Penalty: 656.251709
	Iteration 5Q: 3 clusters Score -61738.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -61762.835938 Penalty: 656.251709
	Iteration 6Q: 3 clusters Score -61762.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61800.585938 Penalty: 656.251709
	Iteration 7Q: 3 clusters Score -61800.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61837.312500 Penalty: 656.251709
	Iteration 8Q: 3 clusters Score -61837.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61869.714844 Penalty: 656.251709
	Iteration 9Q: 3 clusters Score -61869.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61892.359375 Penalty: 656.251709
	Iteration 10Q: 3 clusters Score -61892.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -61910.945312 Penalty: 656.251709
	Iteration 11Q: 3 clusters Score -61910.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61930.480469 Penalty: 656.251709
	Iteration 12Q: 3 clusters Score -61930.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61948.007812 Penalty: 656.251709
	Iteration 13Q: 3 clusters Score -61948.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -61965.109375 Penalty: 656.251709
	Iteration 14Q: 3 clusters Score -61965.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61983.429688 Penalty: 656.251709
	Iteration 15Q: 3 clusters Score -61983.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -62001.082031 Penalty: 656.251709
	Iteration 16Q: 3 clusters Score -62001.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62015.523438 Penalty: 656.251709
	Iteration 17Q: 3 clusters Score -62015.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -62030.933594 Penalty: 656.251709
	Iteration 18Q: 3 clusters Score -62030.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -62039.589844 Penalty: 656.251709
	Iteration 19Q: 3 clusters Score -62039.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -62047.164062 Penalty: 656.251709
	Iteration 20F: 3 clusters Score -62047.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62055.585938 Penalty: 656.251709
	Iteration 21Q: 3 clusters Score -62055.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -62064.640625 Penalty: 656.251709
	Iteration 22Q: 3 clusters Score -62064.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62073.988281 Penalty: 656.251709
	Iteration 23Q: 3 clusters Score -62073.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -62080.812500 Penalty: 656.251709
	Iteration 24Q: 3 clusters Score -62080.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -62092.988281 Penalty: 656.251709
	Iteration 25Q: 3 clusters Score -62092.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -62108.730469 Penalty: 656.251709
	Iteration 26Q: 3 clusters Score -62108.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62122.820312 Penalty: 656.251709
	Iteration 27Q: 3 clusters Score -62122.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62142.195312 Penalty: 656.251709
	Iteration 28Q: 3 clusters Score -62142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -62153.375000 Penalty: 656.251709
	Iteration 29Q: 3 clusters Score -62153.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62159.984375 Penalty: 656.251709
	Iteration 30Q: 3 clusters Score -62159.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62162.480469 Penalty: 656.251709
	Iteration 31Q: 3 clusters Score -62162.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -62165.019531 Penalty: 656.251709
	Iteration 32Q: 3 clusters Score -62165.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -62166.128906 Penalty: 656.251709
	Iteration 33Q: 3 clusters Score -62166.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -62167.117188 Penalty: 656.251709
	Iteration 34Q: 3 clusters Score -62167.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62167.781250 Penalty: 656.251709
	Iteration 35Q: 3 clusters Score -62167.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62167.781250 Penalty: 656.251709
	Iteration 36F: 3 clusters Score -62167.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -379143.156250 Penalty: 404.682526
	Iteration 0F: 2 clusters Score -379143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -374231.437500 Penalty: 809.365051
	Iteration 0F: 3 clusters Score -374231.4 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -376157.906250 Penalty: 809.365051
	Iteration 1F: 3 clusters Score -376157.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -376336.343750 Penalty: 809.365051
	Iteration 2F: 3 clusters Score -376336.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -376538.281250 Penalty: 809.365051
	Iteration 3F: 3 clusters Score -376538.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -376780.906250 Penalty: 809.365051
	Iteration 4F: 3 clusters Score -376780.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -377095.062500 Penalty: 809.365051
	Iteration 5F: 3 clusters Score -377095.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -377391.281250 Penalty: 809.365051
	Iteration 6F: 3 clusters Score -377391.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -377570.750000 Penalty: 809.365051
	Iteration 7F: 3 clusters Score -377570.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -377644.312500 Penalty: 809.365051
	Iteration 8Q: 3 clusters Score -377644.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -377679.781250 Penalty: 809.365051
	Iteration 9Q: 3 clusters Score -377679.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -377705.937500 Penalty: 809.365051
	Iteration 10Q: 3 clusters Score -377705.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -377725.656250 Penalty: 809.365051
	Iteration 11Q: 3 clusters Score -377725.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -377748.312500 Penalty: 809.365051
	Iteration 12Q: 3 clusters Score -377748.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -377768.281250 Penalty: 809.365051
	Iteration 13Q: 3 clusters Score -377768.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -377781.343750 Penalty: 809.365051
	Iteration 14Q: 3 clusters Score -377781.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -377793.875000 Penalty: 809.365051
	Iteration 15Q: 3 clusters Score -377793.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -377802.281250 Penalty: 809.365051
	Iteration 16Q: 3 clusters Score -377802.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -377807.031250 Penalty: 809.365051
	Iteration 17Q: 3 clusters Score -377807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -377816.125000 Penalty: 809.365051
	Iteration 18Q: 3 clusters Score -377816.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -377826.687500 Penalty: 809.365051
	Iteration 19Q: 3 clusters Score -377826.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -377834.468750 Penalty: 809.365051
	Iteration 20F: 3 clusters Score -377834.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -377841.437500 Penalty: 809.365051
	Iteration 21Q: 3 clusters Score -377841.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -377849.218750 Penalty: 809.365051
	Iteration 22Q: 3 clusters Score -377849.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -377857.343750 Penalty: 809.365051
	Iteration 23Q: 3 clusters Score -377857.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -377864.437500 Penalty: 809.365051
	Iteration 24Q: 3 clusters Score -377864.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -377868.500000 Penalty: 809.365051
	Iteration 25Q: 3 clusters Score -377868.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -377874.656250 Penalty: 809.365051
	Iteration 26Q: 3 clusters Score -377874.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -377882.000000 Penalty: 809.365051
	Iteration 27Q: 3 clusters Score -377882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -377888.843750 Penalty: 809.365051
	Iteration 28Q: 3 clusters Score -377888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -377894.718750 Penalty: 809.365051
	Iteration 29Q: 3 clusters Score -377894.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -377902.281250 Penalty: 809.365051
	Iteration 30Q: 3 clusters Score -377902.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -377911.750000 Penalty: 809.365051
	Iteration 31Q: 3 clusters Score -377911.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -377923.000000 Penalty: 809.365051
	Iteration 32Q: 3 clusters Score -377923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -377935.750000 Penalty: 809.365051
	Iteration 33Q: 3 clusters Score -377935.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -377948.000000 Penalty: 809.365051
	Iteration 34Q: 3 clusters Score -377948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -377961.531250 Penalty: 809.365051
	Iteration 35Q: 3 clusters Score -377961.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -377972.406250 Penalty: 809.365051
	Iteration 36Q: 3 clusters Score -377972.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -377984.937500 Penalty: 809.365051
	Iteration 37Q: 3 clusters Score -377984.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -378002.656250 Penalty: 809.365051
	Iteration 38Q: 3 clusters Score -378002.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -378019.218750 Penalty: 809.365051
	Iteration 39Q: 3 clusters Score -378019.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -378038.906250 Penalty: 809.365051
	Iteration 40F: 3 clusters Score -378038.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -378060.312500 Penalty: 809.365051
	Iteration 41Q: 3 clusters Score -378060.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -378081.406250 Penalty: 809.365051
	Iteration 42Q: 3 clusters Score -378081.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -378097.156250 Penalty: 809.365051
	Iteration 43Q: 3 clusters Score -378097.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -378111.375000 Penalty: 809.365051
	Iteration 44Q: 3 clusters Score -378111.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -378128.718750 Penalty: 809.365051
	Iteration 45Q: 3 clusters Score -378128.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -378146.062500 Penalty: 809.365051
	Iteration 46Q: 3 clusters Score -378146.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -378166.187500 Penalty: 809.365051
	Iteration 47Q: 3 clusters Score -378166.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -378180.437500 Penalty: 809.365051
	Iteration 48Q: 3 clusters Score -378180.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -378193.250000 Penalty: 809.365051
	Iteration 49Q: 3 clusters Score -378193.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -378210.125000 Penalty: 809.365051
	Iteration 50Q: 3 clusters Score -378210.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -378234.937500 Penalty: 809.365051
	Iteration 51Q: 3 clusters Score -378234.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -378256.468750 Penalty: 809.365051
	Iteration 52Q: 3 clusters Score -378256.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -378271.437500 Penalty: 809.365051
	Iteration 53Q: 3 clusters Score -378271.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -378289.625000 Penalty: 809.365051
	Iteration 54Q: 3 clusters Score -378289.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -378311.750000 Penalty: 809.365051
	Iteration 55Q: 3 clusters Score -378311.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -378333.343750 Penalty: 809.365051
	Iteration 56Q: 3 clusters Score -378333.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -378348.656250 Penalty: 809.365051
	Iteration 57Q: 3 clusters Score -378348.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -378365.718750 Penalty: 809.365051
	Iteration 58Q: 3 clusters Score -378365.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -378378.531250 Penalty: 809.365051
	Iteration 59Q: 3 clusters Score -378378.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -378387.375000 Penalty: 809.365051
	Iteration 60F: 3 clusters Score -378387.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -378397.531250 Penalty: 809.365051
	Iteration 61Q: 3 clusters Score -378397.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -378406.156250 Penalty: 809.365051
	Iteration 62Q: 3 clusters Score -378406.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -378414.187500 Penalty: 809.365051
	Iteration 63Q: 3 clusters Score -378414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -378418.343750 Penalty: 809.365051
	Iteration 64Q: 3 clusters Score -378418.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -378421.343750 Penalty: 809.365051
	Iteration 65Q: 3 clusters Score -378421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -378424.812500 Penalty: 809.365051
	Iteration 66Q: 3 clusters Score -378424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -378427.312500 Penalty: 809.365051
	Iteration 67Q: 3 clusters Score -378427.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -378428.781250 Penalty: 809.365051
	Iteration 68Q: 3 clusters Score -378428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -378430.250000 Penalty: 809.365051
	Iteration 69Q: 3 clusters Score -378430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -378430.718750 Penalty: 809.365051
	Iteration 70Q: 3 clusters Score -378430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -378431.125000 Penalty: 809.365051
	Iteration 71Q: 3 clusters Score -378431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -378432.031250 Penalty: 809.365051
	Iteration 72Q: 3 clusters Score -378432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -378432.000000 Penalty: 809.365051
	Iteration 73Q: 3 clusters Score -378432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -378431.812500 Penalty: 809.365051
	Iteration 74Q: 3 clusters Score -378431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -378432.312500 Penalty: 809.365051
	Iteration 75Q: 3 clusters Score -378432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -378433.375000 Penalty: 809.365051
	Iteration 76Q: 3 clusters Score -378433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -378432.343750 Penalty: 809.365051
	Iteration 77Q: 3 clusters Score -378432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -378433.062500 Penalty: 809.365051
	Iteration 78Q: 3 clusters Score -378433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -378432.687500 Penalty: 809.365051
	Iteration 79Q: 3 clusters Score -378432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -378433.562500 Penalty: 809.365051
	Iteration 80F: 3 clusters Score -378433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -378432.843750 Penalty: 809.365051
	Iteration 81Q: 3 clusters Score -378432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -378434.406250 Penalty: 809.365051
	Iteration 82Q: 3 clusters Score -378434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -378433.843750 Penalty: 809.365051
	Iteration 83Q: 3 clusters Score -378433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -378434.343750 Penalty: 809.365051
	Iteration 84Q: 3 clusters Score -378434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -378435.218750 Penalty: 809.365051
	Iteration 85Q: 3 clusters Score -378435.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -378435.062500 Penalty: 809.365051
	Iteration 86Q: 3 clusters Score -378435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -378436.000000 Penalty: 809.365051
	Iteration 87Q: 3 clusters Score -378436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -378436.781250 Penalty: 809.365051
	Iteration 88Q: 3 clusters Score -378436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -378436.968750 Penalty: 809.365051
	Iteration 89Q: 3 clusters Score -378437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -378437.062500 Penalty: 809.365051
	Iteration 90Q: 3 clusters Score -378437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -378437.343750 Penalty: 809.365051
	Iteration 91Q: 3 clusters Score -378437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -378437.750000 Penalty: 809.365051
	Iteration 92Q: 3 clusters Score -378437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -378437.875000 Penalty: 809.365051
	Iteration 93Q: 3 clusters Score -378437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -378438.187500 Penalty: 809.365051
	Iteration 94Q: 3 clusters Score -378438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -378439.125000 Penalty: 809.365051
	Iteration 95Q: 3 clusters Score -378439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -378438.750000 Penalty: 809.365051
	Iteration 96Q: 3 clusters Score -378438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -378438.281250 Penalty: 809.365051
	Iteration 97Q: 3 clusters Score -378438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -378437.843750 Penalty: 809.365051
	Iteration 98Q: 3 clusters Score -378437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -378437.781250 Penalty: 809.365051
	Iteration 99Q: 3 clusters Score -378437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -378439.250000 Penalty: 809.365051
	Iteration 100F: 3 clusters Score -378439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -378440.156250 Penalty: 809.365051
	Iteration 101Q: 3 clusters Score -378440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -378439.656250 Penalty: 809.365051
	Iteration 102Q: 3 clusters Score -378439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -378439.250000 Penalty: 809.365051
	Iteration 103Q: 3 clusters Score -378439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -378439.937500 Penalty: 809.365051
	Iteration 104Q: 3 clusters Score -378439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -378439.656250 Penalty: 809.365051
	Iteration 105Q: 3 clusters Score -378439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -378440.187500 Penalty: 809.365051
	Iteration 106Q: 3 clusters Score -378440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -378439.781250 Penalty: 809.365051
	Iteration 107Q: 3 clusters Score -378439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -378440.125000 Penalty: 809.365051
	Iteration 108Q: 3 clusters Score -378440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -378440.062500 Penalty: 809.365051
	Iteration 109Q: 3 clusters Score -378440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -378440.468750 Penalty: 809.365051
	Iteration 110Q: 3 clusters Score -378440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -378441.531250 Penalty: 809.365051
	Iteration 111Q: 3 clusters Score -378441.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -378441.843750 Penalty: 809.365051
	Iteration 112Q: 3 clusters Score -378441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -378443.343750 Penalty: 809.365051
	Iteration 113Q: 3 clusters Score -378443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -378444.375000 Penalty: 809.365051
	Iteration 114Q: 3 clusters Score -378444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -378444.281250 Penalty: 809.365051
	Iteration 115Q: 3 clusters Score -378444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -378446.406250 Penalty: 809.365051
	Iteration 116Q: 3 clusters Score -378446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -378445.281250 Penalty: 809.365051
	Iteration 117Q: 3 clusters Score -378445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -378445.968750 Penalty: 809.365051
	Iteration 118Q: 3 clusters Score -378446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -378446.812500 Penalty: 809.365051
	Iteration 119Q: 3 clusters Score -378446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -378446.843750 Penalty: 809.365051
	Iteration 120F: 3 clusters Score -378446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -378447.000000 Penalty: 809.365051
	Iteration 121Q: 3 clusters Score -378447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -378447.093750 Penalty: 809.365051
	Iteration 122Q: 3 clusters Score -378447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -378447.156250 Penalty: 809.365051
	Iteration 123Q: 3 clusters Score -378447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -378447.812500 Penalty: 809.365051
	Iteration 124Q: 3 clusters Score -378447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -378448.343750 Penalty: 809.365051
	Iteration 125Q: 3 clusters Score -378448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -378448.312500 Penalty: 809.365051
	Iteration 126Q: 3 clusters Score -378448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -378448.156250 Penalty: 809.365051
	Iteration 127Q: 3 clusters Score -378448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -378448.500000 Penalty: 809.365051
	Iteration 128Q: 3 clusters Score -378448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -378448.500000 Penalty: 809.365051
	Iteration 129F: 3 clusters Score -378448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Entering Unmasked Estep 
Score: -3306170.000000 Penalty: 504.169556
	Iteration 0F: 2 clusters Score -3306170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3262241.250000 Penalty: 1008.339111
	Iteration 0F: 3 clusters Score -3262241 nChanged 31639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3281174.500000 Penalty: 1008.339111
	Iteration 1F: 3 clusters Score -3281174 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -3281909.500000 Penalty: 1008.339111
	Iteration 2Q: 3 clusters Score -3281910 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3283113.000000 Penalty: 1008.339111
	Iteration 3Q: 3 clusters Score -3283113 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3285176.250000 Penalty: 1008.339111
	Iteration 4F: 3 clusters Score -3285176 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3288393.750000 Penalty: 1008.339111
	Iteration 5F: 3 clusters Score -3288394 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -3292093.750000 Penalty: 1008.339111
	Iteration 6F: 3 clusters Score -3292094 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -3294566.750000 Penalty: 1008.339111
	Iteration 7F: 3 clusters Score -3294567 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3295557.250000 Penalty: 1008.339111
	Iteration 8Q: 3 clusters Score -3295557 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3295951.500000 Penalty: 1008.339111
	Iteration 9Q: 3 clusters Score -3295952 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -3296228.000000 Penalty: 1008.339111
	Iteration 10Q: 3 clusters Score -3296228 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3296500.000000 Penalty: 1008.339111
	Iteration 11Q: 3 clusters Score -3296500 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -3296742.250000 Penalty: 1008.339111
	Iteration 12Q: 3 clusters Score -3296742 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -3296989.750000 Penalty: 1008.339111
	Iteration 13Q: 3 clusters Score -3296990 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -3297241.750000 Penalty: 1008.339111
	Iteration 14Q: 3 clusters Score -3297242 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -3297467.500000 Penalty: 1008.339111
	Iteration 15Q: 3 clusters Score -3297468 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3297701.250000 Penalty: 1008.339111
	Iteration 16Q: 3 clusters Score -3297701 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3297965.000000 Penalty: 1008.339111
	Iteration 17Q: 3 clusters Score -3297965 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -3298186.500000 Penalty: 1008.339111
	Iteration 18Q: 3 clusters Score -3298186 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -3298397.000000 Penalty: 1008.339111
	Iteration 19Q: 3 clusters Score -3298397 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -3298596.250000 Penalty: 1008.339111
	Iteration 20F: 3 clusters Score -3298596 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -3298781.750000 Penalty: 1008.339111
	Iteration 21Q: 3 clusters Score -3298782 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -3298980.250000 Penalty: 1008.339111
	Iteration 22Q: 3 clusters Score -3298980 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -3299165.750000 Penalty: 1008.339111
	Iteration 23Q: 3 clusters Score -3299166 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -3299362.000000 Penalty: 1008.339111
	Iteration 24Q: 3 clusters Score -3299362 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -3299541.500000 Penalty: 1008.339111
	Iteration 25Q: 3 clusters Score -3299542 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -3299714.750000 Penalty: 1008.339111
	Iteration 26Q: 3 clusters Score -3299715 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -3299875.500000 Penalty: 1008.339111
	Iteration 27Q: 3 clusters Score -3299876 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -3300019.000000 Penalty: 1008.339111
	Iteration 28Q: 3 clusters Score -3300019 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -3300155.250000 Penalty: 1008.339111
	Iteration 29Q: 3 clusters Score -3300155 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -3300309.000000 Penalty: 1008.339111
	Iteration 30Q: 3 clusters Score -3300309 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -3300444.250000 Penalty: 1008.339111
	Iteration 31Q: 3 clusters Score -3300444 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -3300573.750000 Penalty: 1008.339111
	Iteration 32Q: 3 clusters Score -3300574 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -3300663.750000 Penalty: 1008.339111
	Iteration 33Q: 3 clusters Score -3300664 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -3300733.750000 Penalty: 1008.339111
	Iteration 34Q: 3 clusters Score -3300734 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -3300796.250000 Penalty: 1008.339111
	Iteration 35Q: 3 clusters Score -3300796 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -3300891.500000 Penalty: 1008.339111
	Iteration 36Q: 3 clusters Score -3300892 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -3300986.000000 Penalty: 1008.339111
	Iteration 37Q: 3 clusters Score -3300986 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -3301049.000000 Penalty: 1008.339111
	Iteration 38Q: 3 clusters Score -3301049 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -3301118.000000 Penalty: 1008.339111
	Iteration 39Q: 3 clusters Score -3301118 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -3301204.250000 Penalty: 1008.339111
	Iteration 40F: 3 clusters Score -3301204 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -3301297.750000 Penalty: 1008.339111
	Iteration 41Q: 3 clusters Score -3301298 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -3301388.500000 Penalty: 1008.339111
	Iteration 42Q: 3 clusters Score -3301388 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -3301470.750000 Penalty: 1008.339111
	Iteration 43Q: 3 clusters Score -3301471 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -3301548.250000 Penalty: 1008.339111
	Iteration 44Q: 3 clusters Score -3301548 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -3301642.750000 Penalty: 1008.339111
	Iteration 45Q: 3 clusters Score -3301643 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -3301766.750000 Penalty: 1008.339111
	Iteration 46Q: 3 clusters Score -3301767 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -3301890.500000 Penalty: 1008.339111
	Iteration 47Q: 3 clusters Score -3301890 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -3302011.500000 Penalty: 1008.339111
	Iteration 48Q: 3 clusters Score -3302012 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -3302149.750000 Penalty: 1008.339111
	Iteration 49Q: 3 clusters Score -3302150 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -3302336.500000 Penalty: 1008.339111
	Iteration 50Q: 3 clusters Score -3302336 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -3302549.000000 Penalty: 1008.339111
	Iteration 51Q: 3 clusters Score -3302549 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -3302763.250000 Penalty: 1008.339111
	Iteration 52Q: 3 clusters Score -3302763 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -3303021.250000 Penalty: 1008.339111
	Iteration 53Q: 3 clusters Score -3303021 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -3303298.250000 Penalty: 1008.339111
	Iteration 54Q: 3 clusters Score -3303298 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -3303559.500000 Penalty: 1008.339111
	Iteration 55Q: 3 clusters Score -3303560 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -3303784.750000 Penalty: 1008.339111
	Iteration 56Q: 3 clusters Score -3303785 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -3304030.000000 Penalty: 1008.339111
	Iteration 57Q: 3 clusters Score -3304030 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -3304212.250000 Penalty: 1008.339111
	Iteration 58Q: 3 clusters Score -3304212 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -3304381.500000 Penalty: 1008.339111
	Iteration 59Q: 3 clusters Score -3304382 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -3304522.500000 Penalty: 1008.339111
	Iteration 60F: 3 clusters Score -3304522 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -3304642.000000 Penalty: 1008.339111
	Iteration 61Q: 3 clusters Score -3304642 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -3304778.750000 Penalty: 1008.339111
	Iteration 62Q: 3 clusters Score -3304779 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 61103 members 
Entering Unmasked Estep 
Score: -3304912.000000 Penalty: 1008.339111
	Iteration 63Q: 3 clusters Score -3304912 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -3305044.750000 Penalty: 1008.339111
	Iteration 64Q: 3 clusters Score -3305045 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -3305151.500000 Penalty: 1008.339111
	Iteration 65Q: 3 clusters Score -3305152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -3305249.250000 Penalty: 1008.339111
	Iteration 66Q: 3 clusters Score -3305249 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -3305315.750000 Penalty: 1008.339111
	Iteration 67Q: 3 clusters Score -3305316 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -3305372.250000 Penalty: 1008.339111
	Iteration 68Q: 3 clusters Score -3305372 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -3305413.750000 Penalty: 1008.339111
	Iteration 69Q: 3 clusters Score -3305414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -3305458.500000 Penalty: 1008.339111
	Iteration 70Q: 3 clusters Score -3305458 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -3305504.250000 Penalty: 1008.339111
	Iteration 71Q: 3 clusters Score -3305504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -3305542.250000 Penalty: 1008.339111
	Iteration 72Q: 3 clusters Score -3305542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -3305576.250000 Penalty: 1008.339111
	Iteration 73Q: 3 clusters Score -3305576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -3305606.250000 Penalty: 1008.339111
	Iteration 74Q: 3 clusters Score -3305606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -3305626.250000 Penalty: 1008.339111
	Iteration 75Q: 3 clusters Score -3305626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -3305641.500000 Penalty: 1008.339111
	Iteration 76Q: 3 clusters Score -3305642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -3305652.000000 Penalty: 1008.339111
	Iteration 77Q: 3 clusters Score -3305652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -3305659.000000 Penalty: 1008.339111
	Iteration 78Q: 3 clusters Score -3305659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -3305664.000000 Penalty: 1008.339111
	Iteration 79Q: 3 clusters Score -3305664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -3305670.500000 Penalty: 1008.339111
	Iteration 80F: 3 clusters Score -3305670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -3305678.000000 Penalty: 1008.339111
	Iteration 81Q: 3 clusters Score -3305678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -3305700.000000 Penalty: 1008.339111
	Iteration 82Q: 3 clusters Score -3305700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -3305704.500000 Penalty: 1008.339111
	Iteration 83Q: 3 clusters Score -3305704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -3305710.500000 Penalty: 1008.339111
	Iteration 84Q: 3 clusters Score -3305710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -3305713.750000 Penalty: 1008.339111
	Iteration 85Q: 3 clusters Score -3305714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -3305724.000000 Penalty: 1008.339111
	Iteration 86Q: 3 clusters Score -3305724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -3305724.750000 Penalty: 1008.339111
	Iteration 87Q: 3 clusters Score -3305725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -3305726.750000 Penalty: 1008.339111
	Iteration 88Q: 3 clusters Score -3305727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -3305724.500000 Penalty: 1008.339111
	Iteration 89Q: 3 clusters Score -3305724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -3305728.750000 Penalty: 1008.339111
	Iteration 90Q: 3 clusters Score -3305729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -3305735.500000 Penalty: 1008.339111
	Iteration 91Q: 3 clusters Score -3305736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -3305731.750000 Penalty: 1008.339111
	Iteration 92Q: 3 clusters Score -3305732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -3305735.750000 Penalty: 1008.339111
	Iteration 93Q: 3 clusters Score -3305736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -3305738.250000 Penalty: 1008.339111
	Iteration 94Q: 3 clusters Score -3305738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -3305744.000000 Penalty: 1008.339111
	Iteration 95Q: 3 clusters Score -3305744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -3305744.000000 Penalty: 1008.339111
	Iteration 96Q: 3 clusters Score -3305744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -3305743.750000 Penalty: 1008.339111
	Iteration 97Q: 3 clusters Score -3305744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -3305744.750000 Penalty: 1008.339111
	Iteration 98Q: 3 clusters Score -3305745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -3305743.000000 Penalty: 1008.339111
	Iteration 99Q: 3 clusters Score -3305743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -3305745.500000 Penalty: 1008.339111
	Iteration 100F: 3 clusters Score -3305746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -3305744.500000 Penalty: 1008.339111
	Iteration 101Q: 3 clusters Score -3305744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -3305745.250000 Penalty: 1008.339111
	Iteration 102Q: 3 clusters Score -3305745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -3305745.250000 Penalty: 1008.339111
	Iteration 103F: 3 clusters Score -3305745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15388.050781 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15388.05 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15481.660156 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15481.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15517.807617 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15517.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15539.011719 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15539.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15547.441406 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15547.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15560.820312 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15560.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15567.291016 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15567.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15571.429688 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15571.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15573.123047 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15573.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15573.698242 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15573.698242 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -15573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -498646.062500 Penalty: 419.770325
	Iteration 0F: 2 clusters Score -498646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -491827.250000 Penalty: 839.540649
	Iteration 0F: 3 clusters Score -491827.2 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -494335.250000 Penalty: 839.540649
	Iteration 1F: 3 clusters Score -494335.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -494452.468750 Penalty: 839.540649
	Iteration 2Q: 3 clusters Score -494452.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -494613.500000 Penalty: 839.540649
	Iteration 3Q: 3 clusters Score -494613.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -494822.468750 Penalty: 839.540649
	Iteration 4Q: 3 clusters Score -494822.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -495159.343750 Penalty: 839.540649
	Iteration 5F: 3 clusters Score -495159.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -495544.125000 Penalty: 839.540649
	Iteration 6F: 3 clusters Score -495544.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -495982.125000 Penalty: 839.540649
	Iteration 7F: 3 clusters Score -495982.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -496404.343750 Penalty: 839.540649
	Iteration 8F: 3 clusters Score -496404.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -496791.906250 Penalty: 839.540649
	Iteration 9F: 3 clusters Score -496791.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -497049.718750 Penalty: 839.540649
	Iteration 10Q: 3 clusters Score -497049.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -497249.187500 Penalty: 839.540649
	Iteration 11Q: 3 clusters Score -497249.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -497414.343750 Penalty: 839.540649
	Iteration 12Q: 3 clusters Score -497414.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -497544.843750 Penalty: 839.540649
	Iteration 13Q: 3 clusters Score -497544.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -497661.937500 Penalty: 839.540649
	Iteration 14Q: 3 clusters Score -497661.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -497769.750000 Penalty: 839.540649
	Iteration 15Q: 3 clusters Score -497769.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -497864.875000 Penalty: 839.540649
	Iteration 16Q: 3 clusters Score -497864.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -497954.906250 Penalty: 839.540649
	Iteration 17Q: 3 clusters Score -497954.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -498030.406250 Penalty: 839.540649
	Iteration 18Q: 3 clusters Score -498030.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -498096.781250 Penalty: 839.540649
	Iteration 19Q: 3 clusters Score -498096.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -498135.000000 Penalty: 839.540649
	Iteration 20F: 3 clusters Score -498135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -498180.187500 Penalty: 839.540649
	Iteration 21Q: 3 clusters Score -498180.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -498223.250000 Penalty: 839.540649
	Iteration 22Q: 3 clusters Score -498223.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -498257.062500 Penalty: 839.540649
	Iteration 23Q: 3 clusters Score -498257.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -498281.781250 Penalty: 839.540649
	Iteration 24Q: 3 clusters Score -498281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -498297.468750 Penalty: 839.540649
	Iteration 25Q: 3 clusters Score -498297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -498307.000000 Penalty: 839.540649
	Iteration 26Q: 3 clusters Score -498307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -498312.156250 Penalty: 839.540649
	Iteration 27Q: 3 clusters Score -498312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -498312.500000 Penalty: 839.540649
	Iteration 28Q: 3 clusters Score -498312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -498312.468750 Penalty: 839.540649
	Iteration 29Q: 3 clusters Score -498312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -498312.468750 Penalty: 839.540649
	Iteration 30F: 3 clusters Score -498312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Entering Unmasked Estep 
Score: -1528685.500000 Penalty: 472.769226
	Iteration 0F: 2 clusters Score -1528686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1506923.125000 Penalty: 945.538452
	Iteration 0F: 3 clusters Score -1506923 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1516489.875000 Penalty: 945.538452
	Iteration 1F: 3 clusters Score -1516490 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -1517598.125000 Penalty: 945.538452
	Iteration 2F: 3 clusters Score -1517598 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -1519533.125000 Penalty: 945.538452
	Iteration 3F: 3 clusters Score -1519533 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -1522348.625000 Penalty: 945.538452
	Iteration 4F: 3 clusters Score -1522349 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -1525286.125000 Penalty: 945.538452
	Iteration 5F: 3 clusters Score -1525286 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -1527243.000000 Penalty: 945.538452
	Iteration 6F: 3 clusters Score -1527243 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -1527970.750000 Penalty: 945.538452
	Iteration 7Q: 3 clusters Score -1527971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -1528163.500000 Penalty: 945.538452
	Iteration 8Q: 3 clusters Score -1528164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -1528225.625000 Penalty: 945.538452
	Iteration 9Q: 3 clusters Score -1528226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -1528243.375000 Penalty: 945.538452
	Iteration 10Q: 3 clusters Score -1528243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -1528258.875000 Penalty: 945.538452
	Iteration 11Q: 3 clusters Score -1528259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1528264.875000 Penalty: 945.538452
	Iteration 12Q: 3 clusters Score -1528265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -1528270.250000 Penalty: 945.538452
	Iteration 13Q: 3 clusters Score -1528270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -1528273.250000 Penalty: 945.538452
	Iteration 14Q: 3 clusters Score -1528273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1528285.750000 Penalty: 945.538452
	Iteration 15Q: 3 clusters Score -1528286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -1528285.500000 Penalty: 945.538452
	Iteration 16Q: 3 clusters Score -1528286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -1528285.500000 Penalty: 945.538452
	Iteration 17F: 3 clusters Score -1528286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9557.690430 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9557.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9603.779297 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9603.779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9621.282227 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -9621.282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9632.514648 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9632.515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9637.725586 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9637.726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9639.083984 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9639.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9639.083984 Penalty: 482.146881
	Iteration 6F: 3 clusters Score -9639.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 367 members 
Entering Unmasked Estep 
Score: -32700.820312 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32700.82 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32888.136719 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32888.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32917.375000 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32917.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32929.691406 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32929.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32939.609375 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32939.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32946.429688 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32946.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32953.941406 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32953.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32960.285156 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32960.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32961.824219 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32961.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32962.582031 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32962.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32962.582031 Penalty: 597.310852
	Iteration 10F: 3 clusters Score -32962.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -77201.554688 Penalty: 338.070190
	Iteration 0F: 2 clusters Score -77201.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -75960.492188 Penalty: 676.140381
	Iteration 0F: 3 clusters Score -75960.49 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -76349.453125 Penalty: 676.140381
	Iteration 1F: 3 clusters Score -76349.45 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -76446.554688 Penalty: 676.140381
	Iteration 2F: 3 clusters Score -76446.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -76533.304688 Penalty: 676.140381
	Iteration 3F: 3 clusters Score -76533.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -76589.062500 Penalty: 676.140381
	Iteration 4Q: 3 clusters Score -76589.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -76640.046875 Penalty: 676.140381
	Iteration 5Q: 3 clusters Score -76640.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -76691.195312 Penalty: 676.140381
	Iteration 6Q: 3 clusters Score -76691.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -76729.500000 Penalty: 676.140381
	Iteration 7Q: 3 clusters Score -76729.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -76759.710938 Penalty: 676.140381
	Iteration 8Q: 3 clusters Score -76759.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -76793.937500 Penalty: 676.140381
	Iteration 9Q: 3 clusters Score -76793.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -76816.765625 Penalty: 676.140381
	Iteration 10Q: 3 clusters Score -76816.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -76838.039062 Penalty: 676.140381
	Iteration 11Q: 3 clusters Score -76838.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -76866.265625 Penalty: 676.140381
	Iteration 12Q: 3 clusters Score -76866.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -76891.468750 Penalty: 676.140381
	Iteration 13Q: 3 clusters Score -76891.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -76914.546875 Penalty: 676.140381
	Iteration 14Q: 3 clusters Score -76914.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -76931.398438 Penalty: 676.140381
	Iteration 15Q: 3 clusters Score -76931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -76942.007812 Penalty: 676.140381
	Iteration 16Q: 3 clusters Score -76942.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -76952.882812 Penalty: 676.140381
	Iteration 17Q: 3 clusters Score -76952.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -76963.218750 Penalty: 676.140381
	Iteration 18Q: 3 clusters Score -76963.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -76968.796875 Penalty: 676.140381
	Iteration 19Q: 3 clusters Score -76968.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -76973.898438 Penalty: 676.140381
	Iteration 20F: 3 clusters Score -76973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -76978.078125 Penalty: 676.140381
	Iteration 21Q: 3 clusters Score -76978.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -76979.742188 Penalty: 676.140381
	Iteration 22Q: 3 clusters Score -76979.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -76981.429688 Penalty: 676.140381
	Iteration 23Q: 3 clusters Score -76981.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -76983.804688 Penalty: 676.140381
	Iteration 24Q: 3 clusters Score -76983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -76986.312500 Penalty: 676.140381
	Iteration 25Q: 3 clusters Score -76986.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -76987.195312 Penalty: 676.140381
	Iteration 26Q: 3 clusters Score -76987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -76987.773438 Penalty: 676.140381
	Iteration 27Q: 3 clusters Score -76987.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -76987.773438 Penalty: 676.140381
	Iteration 28F: 3 clusters Score -76987.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5917.753906 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5917.754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5950.255859 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5950.256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5955.376465 Penalty: 450.980286
	Iteration 2Q: 3 clusters Score -5955.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5956.495117 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5956.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5956.495117 Penalty: 450.980286
	Iteration 4F: 3 clusters Score -5956.495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -552024.375000 Penalty: 421.773224
	Iteration 0F: 2 clusters Score -552024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -544951.875000 Penalty: 843.546448
	Iteration 0F: 3 clusters Score -544951.9 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -547795.312500 Penalty: 843.546448
	Iteration 1F: 3 clusters Score -547795.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -548188.625000 Penalty: 843.546448
	Iteration 2F: 3 clusters Score -548188.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -548794.562500 Penalty: 843.546448
	Iteration 3F: 3 clusters Score -548794.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -549655.562500 Penalty: 843.546448
	Iteration 4F: 3 clusters Score -549655.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -550536.187500 Penalty: 843.546448
	Iteration 5F: 3 clusters Score -550536.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -550956.187500 Penalty: 843.546448
	Iteration 6F: 3 clusters Score -550956.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -551091.312500 Penalty: 843.546448
	Iteration 7Q: 3 clusters Score -551091.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -551143.875000 Penalty: 843.546448
	Iteration 8Q: 3 clusters Score -551143.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -551178.125000 Penalty: 843.546448
	Iteration 9Q: 3 clusters Score -551178.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -551209.750000 Penalty: 843.546448
	Iteration 10Q: 3 clusters Score -551209.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -551242.312500 Penalty: 843.546448
	Iteration 11Q: 3 clusters Score -551242.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -551278.062500 Penalty: 843.546448
	Iteration 12Q: 3 clusters Score -551278.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -551319.812500 Penalty: 843.546448
	Iteration 13Q: 3 clusters Score -551319.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -551355.625000 Penalty: 843.546448
	Iteration 14Q: 3 clusters Score -551355.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -551388.187500 Penalty: 843.546448
	Iteration 15Q: 3 clusters Score -551388.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -551418.125000 Penalty: 843.546448
	Iteration 16Q: 3 clusters Score -551418.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -551445.312500 Penalty: 843.546448
	Iteration 17Q: 3 clusters Score -551445.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -551481.937500 Penalty: 843.546448
	Iteration 18Q: 3 clusters Score -551481.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -551513.625000 Penalty: 843.546448
	Iteration 19Q: 3 clusters Score -551513.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -551544.562500 Penalty: 843.546448
	Iteration 20F: 3 clusters Score -551544.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -551559.562500 Penalty: 843.546448
	Iteration 21Q: 3 clusters Score -551559.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -551578.875000 Penalty: 843.546448
	Iteration 22Q: 3 clusters Score -551578.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -551592.125000 Penalty: 843.546448
	Iteration 23Q: 3 clusters Score -551592.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -551603.750000 Penalty: 843.546448
	Iteration 24Q: 3 clusters Score -551603.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -551617.750000 Penalty: 843.546448
	Iteration 25Q: 3 clusters Score -551617.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -551630.812500 Penalty: 843.546448
	Iteration 26Q: 3 clusters Score -551630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -551644.250000 Penalty: 843.546448
	Iteration 27Q: 3 clusters Score -551644.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -551659.250000 Penalty: 843.546448
	Iteration 28Q: 3 clusters Score -551659.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -551667.687500 Penalty: 843.546448
	Iteration 29Q: 3 clusters Score -551667.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -551674.062500 Penalty: 843.546448
	Iteration 30Q: 3 clusters Score -551674.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -551677.250000 Penalty: 843.546448
	Iteration 31Q: 3 clusters Score -551677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -551681.062500 Penalty: 843.546448
	Iteration 32Q: 3 clusters Score -551681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -551681.000000 Penalty: 843.546448
	Iteration 33Q: 3 clusters Score -551681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -551682.125000 Penalty: 843.546448
	Iteration 34Q: 3 clusters Score -551682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -551683.812500 Penalty: 843.546448
	Iteration 35Q: 3 clusters Score -551683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -551685.000000 Penalty: 843.546448
	Iteration 36Q: 3 clusters Score -551685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -551687.000000 Penalty: 843.546448
	Iteration 37Q: 3 clusters Score -551687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -551690.812500 Penalty: 843.546448
	Iteration 38Q: 3 clusters Score -551690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -551694.312500 Penalty: 843.546448
	Iteration 39Q: 3 clusters Score -551694.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -551694.500000 Penalty: 843.546448
	Iteration 40F: 3 clusters Score -551694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -551696.125000 Penalty: 843.546448
	Iteration 41Q: 3 clusters Score -551696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -551697.625000 Penalty: 843.546448
	Iteration 42Q: 3 clusters Score -551697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -551699.000000 Penalty: 843.546448
	Iteration 43Q: 3 clusters Score -551699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -551699.000000 Penalty: 843.546448
	Iteration 44Q: 3 clusters Score -551699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -551700.437500 Penalty: 843.546448
	Iteration 45Q: 3 clusters Score -551700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -551701.625000 Penalty: 843.546448
	Iteration 46Q: 3 clusters Score -551701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -551703.375000 Penalty: 843.546448
	Iteration 47Q: 3 clusters Score -551703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -551706.000000 Penalty: 843.546448
	Iteration 48Q: 3 clusters Score -551706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -551705.312500 Penalty: 843.546448
	Iteration 49Q: 3 clusters Score -551705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -551705.500000 Penalty: 843.546448
	Iteration 50Q: 3 clusters Score -551705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -551704.687500 Penalty: 843.546448
	Iteration 51Q: 3 clusters Score -551704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -551705.187500 Penalty: 843.546448
	Iteration 52Q: 3 clusters Score -551705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -551704.750000 Penalty: 843.546448
	Iteration 53Q: 3 clusters Score -551704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -551705.437500 Penalty: 843.546448
	Iteration 54Q: 3 clusters Score -551705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -551705.437500 Penalty: 843.546448
	Iteration 55F: 3 clusters Score -551705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -53197.046875 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -53197.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -52351.500000 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -52351.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -52568.640625 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -52568.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -52591.539062 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -52591.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52613.234375 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -52613.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52636.386719 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -52636.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52657.515625 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -52657.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52688.671875 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -52688.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52721.175781 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -52721.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52751.281250 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -52751.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52777.945312 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -52777.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52794.445312 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -52794.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52810.449219 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -52810.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52828.496094 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -52828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52838.429688 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -52838.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52847.312500 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -52847.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52859.117188 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -52859.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52867.289062 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -52867.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52875.980469 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -52875.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52884.394531 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -52884.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52886.363281 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -52886.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52889.207031 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -52889.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52892.562500 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -52892.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52893.953125 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -52893.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52895.230469 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -52895.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52896.464844 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -52896.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52899.019531 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -52899.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52900.710938 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -52900.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52902.496094 Penalty: 632.262268
	Iteration 27Q: 3 clusters Score -52902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52902.593750 Penalty: 632.262268
	Iteration 28Q: 3 clusters Score -52902.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52902.593750 Penalty: 632.262268
	Iteration 29F: 3 clusters Score -52902.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3379.020752 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3379.021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3421.176514 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3421.177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3432.286377 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3432.286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (39331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Entering Unmasked Estep 
Score: -2020582.125000 Penalty: 481.379456
	Iteration 0F: 2 clusters Score -2020582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1994180.125000 Penalty: 962.758911
	Iteration 0F: 3 clusters Score -1994180 nChanged 18984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2006379.000000 Penalty: 962.758911
	Iteration 1F: 3 clusters Score -2006379 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2007883.000000 Penalty: 962.758911
	Iteration 2F: 3 clusters Score -2007883 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2010119.750000 Penalty: 962.758911
	Iteration 3F: 3 clusters Score -2010120 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2013070.750000 Penalty: 962.758911
	Iteration 4F: 3 clusters Score -2013071 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2015633.625000 Penalty: 962.758911
	Iteration 5F: 3 clusters Score -2015634 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2016881.875000 Penalty: 962.758911
	Iteration 6F: 3 clusters Score -2016882 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2017256.750000 Penalty: 962.758911
	Iteration 7Q: 3 clusters Score -2017257 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2017414.750000 Penalty: 962.758911
	Iteration 8Q: 3 clusters Score -2017415 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2017534.500000 Penalty: 962.758911
	Iteration 9Q: 3 clusters Score -2017534 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2017636.750000 Penalty: 962.758911
	Iteration 10Q: 3 clusters Score -2017637 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2017736.000000 Penalty: 962.758911
	Iteration 11Q: 3 clusters Score -2017736 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2017827.750000 Penalty: 962.758911
	Iteration 12Q: 3 clusters Score -2017828 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2017897.500000 Penalty: 962.758911
	Iteration 13Q: 3 clusters Score -2017898 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2017957.750000 Penalty: 962.758911
	Iteration 14Q: 3 clusters Score -2017958 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2018011.750000 Penalty: 962.758911
	Iteration 15Q: 3 clusters Score -2018012 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2018077.125000 Penalty: 962.758911
	Iteration 16Q: 3 clusters Score -2018077 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2018143.625000 Penalty: 962.758911
	Iteration 17Q: 3 clusters Score -2018144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2018191.000000 Penalty: 962.758911
	Iteration 18Q: 3 clusters Score -2018191 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2018245.125000 Penalty: 962.758911
	Iteration 19Q: 3 clusters Score -2018245 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2018300.375000 Penalty: 962.758911
	Iteration 20F: 3 clusters Score -2018300 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2018359.875000 Penalty: 962.758911
	Iteration 21Q: 3 clusters Score -2018360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2018412.875000 Penalty: 962.758911
	Iteration 22Q: 3 clusters Score -2018413 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2018481.000000 Penalty: 962.758911
	Iteration 23Q: 3 clusters Score -2018481 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2018545.000000 Penalty: 962.758911
	Iteration 24Q: 3 clusters Score -2018545 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2018618.750000 Penalty: 962.758911
	Iteration 25Q: 3 clusters Score -2018619 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2018696.000000 Penalty: 962.758911
	Iteration 26Q: 3 clusters Score -2018696 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2018776.250000 Penalty: 962.758911
	Iteration 27Q: 3 clusters Score -2018776 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2018863.875000 Penalty: 962.758911
	Iteration 28Q: 3 clusters Score -2018864 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2018953.125000 Penalty: 962.758911
	Iteration 29Q: 3 clusters Score -2018953 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2019050.750000 Penalty: 962.758911
	Iteration 30Q: 3 clusters Score -2019051 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2019162.375000 Penalty: 962.758911
	Iteration 31Q: 3 clusters Score -2019162 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2019260.750000 Penalty: 962.758911
	Iteration 32Q: 3 clusters Score -2019261 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2019370.625000 Penalty: 962.758911
	Iteration 33Q: 3 clusters Score -2019371 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2019470.500000 Penalty: 962.758911
	Iteration 34Q: 3 clusters Score -2019470 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2019586.750000 Penalty: 962.758911
	Iteration 35Q: 3 clusters Score -2019587 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2019671.625000 Penalty: 962.758911
	Iteration 36Q: 3 clusters Score -2019672 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2019753.125000 Penalty: 962.758911
	Iteration 37Q: 3 clusters Score -2019753 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2019829.500000 Penalty: 962.758911
	Iteration 38Q: 3 clusters Score -2019830 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2019897.250000 Penalty: 962.758911
	Iteration 39Q: 3 clusters Score -2019897 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2019943.625000 Penalty: 962.758911
	Iteration 40F: 3 clusters Score -2019944 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2019993.000000 Penalty: 962.758911
	Iteration 41Q: 3 clusters Score -2019993 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2020046.000000 Penalty: 962.758911
	Iteration 42Q: 3 clusters Score -2020046 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2020115.375000 Penalty: 962.758911
	Iteration 43Q: 3 clusters Score -2020115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2020170.250000 Penalty: 962.758911
	Iteration 44Q: 3 clusters Score -2020170 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2020224.125000 Penalty: 962.758911
	Iteration 45Q: 3 clusters Score -2020224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2020261.500000 Penalty: 962.758911
	Iteration 46Q: 3 clusters Score -2020262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2020297.250000 Penalty: 962.758911
	Iteration 47Q: 3 clusters Score -2020297 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2020334.625000 Penalty: 962.758911
	Iteration 48Q: 3 clusters Score -2020335 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2020364.750000 Penalty: 962.758911
	Iteration 49Q: 3 clusters Score -2020365 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2020390.125000 Penalty: 962.758911
	Iteration 50Q: 3 clusters Score -2020390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2020412.375000 Penalty: 962.758911
	Iteration 51Q: 3 clusters Score -2020412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2020429.875000 Penalty: 962.758911
	Iteration 52Q: 3 clusters Score -2020430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2020451.750000 Penalty: 962.758911
	Iteration 53Q: 3 clusters Score -2020452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2020466.875000 Penalty: 962.758911
	Iteration 54Q: 3 clusters Score -2020467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2020480.750000 Penalty: 962.758911
	Iteration 55Q: 3 clusters Score -2020481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2020492.250000 Penalty: 962.758911
	Iteration 56Q: 3 clusters Score -2020492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2020503.125000 Penalty: 962.758911
	Iteration 57Q: 3 clusters Score -2020503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2020507.500000 Penalty: 962.758911
	Iteration 58Q: 3 clusters Score -2020508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2020517.000000 Penalty: 962.758911
	Iteration 59Q: 3 clusters Score -2020517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2020520.375000 Penalty: 962.758911
	Iteration 60F: 3 clusters Score -2020520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2020527.750000 Penalty: 962.758911
	Iteration 61Q: 3 clusters Score -2020528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2020532.125000 Penalty: 962.758911
	Iteration 62Q: 3 clusters Score -2020532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2020534.500000 Penalty: 962.758911
	Iteration 63Q: 3 clusters Score -2020534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2020537.625000 Penalty: 962.758911
	Iteration 64Q: 3 clusters Score -2020538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2020535.000000 Penalty: 962.758911
	Iteration 65Q: 3 clusters Score -2020535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2020542.375000 Penalty: 962.758911
	Iteration 66Q: 3 clusters Score -2020542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2020542.750000 Penalty: 962.758911
	Iteration 67Q: 3 clusters Score -2020543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2020551.750000 Penalty: 962.758911
	Iteration 68Q: 3 clusters Score -2020552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2020552.375000 Penalty: 962.758911
	Iteration 69Q: 3 clusters Score -2020552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2020552.250000 Penalty: 962.758911
	Iteration 70Q: 3 clusters Score -2020552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2020551.000000 Penalty: 962.758911
	Iteration 71Q: 3 clusters Score -2020551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2020551.125000 Penalty: 962.758911
	Iteration 72Q: 3 clusters Score -2020551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2020554.625000 Penalty: 962.758911
	Iteration 73Q: 3 clusters Score -2020555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2020554.875000 Penalty: 962.758911
	Iteration 74Q: 3 clusters Score -2020555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2020555.375000 Penalty: 962.758911
	Iteration 75Q: 3 clusters Score -2020555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2020553.750000 Penalty: 962.758911
	Iteration 76Q: 3 clusters Score -2020554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2020553.750000 Penalty: 962.758911
	Iteration 77Q: 3 clusters Score -2020554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2020555.000000 Penalty: 962.758911
	Iteration 78Q: 3 clusters Score -2020555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2020558.250000 Penalty: 962.758911
	Iteration 79Q: 3 clusters Score -2020558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2020558.750000 Penalty: 962.758911
	Iteration 80F: 3 clusters Score -2020559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2020560.000000 Penalty: 962.758911
	Iteration 81Q: 3 clusters Score -2020560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2020561.250000 Penalty: 962.758911
	Iteration 82Q: 3 clusters Score -2020561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2020561.375000 Penalty: 962.758911
	Iteration 83Q: 3 clusters Score -2020561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2020561.625000 Penalty: 962.758911
	Iteration 84Q: 3 clusters Score -2020562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2020561.125000 Penalty: 962.758911
	Iteration 85Q: 3 clusters Score -2020561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2020561.125000 Penalty: 962.758911
	Iteration 86F: 3 clusters Score -2020561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (340401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340401 members 
Entering Unmasked Estep 
Score: -16545493.000000 Penalty: 579.573547
	Iteration 0F: 2 clusters Score -1.654549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169985 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -16336572.000000 Penalty: 1159.147095
	Iteration 0F: 3 clusters Score -1.633657e+07 nChanged 167956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 181052 members 
Entering Unmasked Estep 
Score: -16445714.000000 Penalty: 1159.147095
	Iteration 1F: 3 clusters Score -1.644571e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -16453334.000000 Penalty: 1159.147095
	Iteration 2Q: 3 clusters Score -1.645333e+07 nChanged 19108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 194510 members 
Entering Unmasked Estep 
Score: -16465584.000000 Penalty: 1159.147095
	Iteration 3F: 3 clusters Score -1.646558e+07 nChanged 22439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 202291 members 
Entering Unmasked Estep 
Score: -16483570.000000 Penalty: 1159.147095
	Iteration 4F: 3 clusters Score -1.648357e+07 nChanged 22574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 208429 members 
Entering Unmasked Estep 
Score: -16500230.000000 Penalty: 1159.147095
	Iteration 5F: 3 clusters Score -1.650023e+07 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128005 members 
Mstep: Class 2 contains 212396 members 
Entering Unmasked Estep 
Score: -16507697.000000 Penalty: 1159.147095
	Iteration 6F: 3 clusters Score -1.65077e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 215557 members 
Entering Unmasked Estep 
Score: -16509667.000000 Penalty: 1159.147095
	Iteration 7Q: 3 clusters Score -1.650967e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 218716 members 
Entering Unmasked Estep 
Score: -16510371.000000 Penalty: 1159.147095
	Iteration 8Q: 3 clusters Score -1.651037e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 221901 members 
Entering Unmasked Estep 
Score: -16510797.000000 Penalty: 1159.147095
	Iteration 9Q: 3 clusters Score -1.65108e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115298 members 
Mstep: Class 2 contains 225103 members 
Entering Unmasked Estep 
Score: -16511271.000000 Penalty: 1159.147095
	Iteration 10Q: 3 clusters Score -1.651127e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 228412 members 
Entering Unmasked Estep 
Score: -16511735.000000 Penalty: 1159.147095
	Iteration 11Q: 3 clusters Score -1.651174e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 231783 members 
Entering Unmasked Estep 
Score: -16512249.000000 Penalty: 1159.147095
	Iteration 12Q: 3 clusters Score -1.651225e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 235179 members 
Entering Unmasked Estep 
Score: -16512835.000000 Penalty: 1159.147095
	Iteration 13Q: 3 clusters Score -1.651284e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 238719 members 
Entering Unmasked Estep 
Score: -16513515.000000 Penalty: 1159.147095
	Iteration 14Q: 3 clusters Score -1.651352e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 242454 members 
Entering Unmasked Estep 
Score: -16513952.000000 Penalty: 1159.147095
	Iteration 15Q: 3 clusters Score -1.651395e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 246083 members 
Entering Unmasked Estep 
Score: -16514409.000000 Penalty: 1159.147095
	Iteration 16Q: 3 clusters Score -1.651441e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 249494 members 
Entering Unmasked Estep 
Score: -16514910.000000 Penalty: 1159.147095
	Iteration 17Q: 3 clusters Score -1.651491e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 252883 members 
Entering Unmasked Estep 
Score: -16515282.000000 Penalty: 1159.147095
	Iteration 18Q: 3 clusters Score -1.651528e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 256256 members 
Entering Unmasked Estep 
Score: -16516010.000000 Penalty: 1159.147095
	Iteration 19Q: 3 clusters Score -1.651601e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 259666 members 
Entering Unmasked Estep 
Score: -16516405.000000 Penalty: 1159.147095
	Iteration 20F: 3 clusters Score -1.65164e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 263081 members 
Entering Unmasked Estep 
Score: -16516419.000000 Penalty: 1159.147095
	Iteration 21Q: 3 clusters Score -1.651642e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 266337 members 
Entering Unmasked Estep 
Score: -16516576.000000 Penalty: 1159.147095
	Iteration 22Q: 3 clusters Score -1.651658e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 269318 members 
Entering Unmasked Estep 
Score: -16516801.000000 Penalty: 1159.147095
	Iteration 23Q: 3 clusters Score -1.65168e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 272065 members 
Entering Unmasked Estep 
Score: -16517029.000000 Penalty: 1159.147095
	Iteration 24Q: 3 clusters Score -1.651703e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 274787 members 
Entering Unmasked Estep 
Score: -16517278.000000 Penalty: 1159.147095
	Iteration 25Q: 3 clusters Score -1.651728e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 277448 members 
Entering Unmasked Estep 
Score: -16517804.000000 Penalty: 1159.147095
	Iteration 26Q: 3 clusters Score -1.65178e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 279979 members 
Entering Unmasked Estep 
Score: -16518326.000000 Penalty: 1159.147095
	Iteration 27Q: 3 clusters Score -1.651833e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 282441 members 
Entering Unmasked Estep 
Score: -16518928.000000 Penalty: 1159.147095
	Iteration 28Q: 3 clusters Score -1.651893e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 285058 members 
Entering Unmasked Estep 
Score: -16519225.000000 Penalty: 1159.147095
	Iteration 29Q: 3 clusters Score -1.651922e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 287729 members 
Entering Unmasked Estep 
Score: -16519615.000000 Penalty: 1159.147095
	Iteration 30Q: 3 clusters Score -1.651962e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 290300 members 
Entering Unmasked Estep 
Score: -16519888.000000 Penalty: 1159.147095
	Iteration 31Q: 3 clusters Score -1.651989e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 292657 members 
Entering Unmasked Estep 
Score: -16520173.000000 Penalty: 1159.147095
	Iteration 32Q: 3 clusters Score -1.652017e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 295057 members 
Entering Unmasked Estep 
Score: -16520647.000000 Penalty: 1159.147095
	Iteration 33Q: 3 clusters Score -1.652065e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 297483 members 
Entering Unmasked Estep 
Score: -16521489.000000 Penalty: 1159.147095
	Iteration 34Q: 3 clusters Score -1.652149e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 299962 members 
Entering Unmasked Estep 
Score: -16522231.000000 Penalty: 1159.147095
	Iteration 35Q: 3 clusters Score -1.652223e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 302430 members 
Entering Unmasked Estep 
Score: -16523083.000000 Penalty: 1159.147095
	Iteration 36Q: 3 clusters Score -1.652308e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 304858 members 
Entering Unmasked Estep 
Score: -16524190.000000 Penalty: 1159.147095
	Iteration 37Q: 3 clusters Score -1.652419e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 307272 members 
Entering Unmasked Estep 
Score: -16525062.000000 Penalty: 1159.147095
	Iteration 38Q: 3 clusters Score -1.652506e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 309780 members 
Entering Unmasked Estep 
Score: -16526223.000000 Penalty: 1159.147095
	Iteration 39Q: 3 clusters Score -1.652622e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 312295 members 
Entering Unmasked Estep 
Score: -16527100.000000 Penalty: 1159.147095
	Iteration 40F: 3 clusters Score -1.65271e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 314741 members 
Entering Unmasked Estep 
Score: -16528279.000000 Penalty: 1159.147095
	Iteration 41Q: 3 clusters Score -1.652828e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 317178 members 
Entering Unmasked Estep 
Score: -16529587.000000 Penalty: 1159.147095
	Iteration 42Q: 3 clusters Score -1.652959e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 319574 members 
Entering Unmasked Estep 
Score: -16531018.000000 Penalty: 1159.147095
	Iteration 43Q: 3 clusters Score -1.653102e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 321895 members 
Entering Unmasked Estep 
Score: -16532615.000000 Penalty: 1159.147095
	Iteration 44Q: 3 clusters Score -1.653262e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 324146 members 
Entering Unmasked Estep 
Score: -16534298.000000 Penalty: 1159.147095
	Iteration 45Q: 3 clusters Score -1.65343e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 326275 members 
Entering Unmasked Estep 
Score: -16535804.000000 Penalty: 1159.147095
	Iteration 46Q: 3 clusters Score -1.65358e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 328261 members 
Entering Unmasked Estep 
Score: -16537284.000000 Penalty: 1159.147095
	Iteration 47Q: 3 clusters Score -1.653728e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 330050 members 
Entering Unmasked Estep 
Score: -16538675.000000 Penalty: 1159.147095
	Iteration 48Q: 3 clusters Score -1.653868e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 331642 members 
Entering Unmasked Estep 
Score: -16539977.000000 Penalty: 1159.147095
	Iteration 49Q: 3 clusters Score -1.653998e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 333098 members 
Entering Unmasked Estep 
Score: -16541247.000000 Penalty: 1159.147095
	Iteration 50Q: 3 clusters Score -1.654125e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 334406 members 
Entering Unmasked Estep 
Score: -16541983.000000 Penalty: 1159.147095
	Iteration 51Q: 3 clusters Score -1.654198e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 335533 members 
Entering Unmasked Estep 
Score: -16542485.000000 Penalty: 1159.147095
	Iteration 52Q: 3 clusters Score -1.654248e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 336497 members 
Entering Unmasked Estep 
Score: -16542950.000000 Penalty: 1159.147095
	Iteration 53Q: 3 clusters Score -1.654295e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 337296 members 
Entering Unmasked Estep 
Score: -16543348.000000 Penalty: 1159.147095
	Iteration 54Q: 3 clusters Score -1.654335e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 337972 members 
Entering Unmasked Estep 
Score: -16543723.000000 Penalty: 1159.147095
	Iteration 55Q: 3 clusters Score -1.654372e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 338521 members 
Entering Unmasked Estep 
Score: -16544096.000000 Penalty: 1159.147095
	Iteration 56Q: 3 clusters Score -1.65441e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 338926 members 
Entering Unmasked Estep 
Score: -16544327.000000 Penalty: 1159.147095
	Iteration 57Q: 3 clusters Score -1.654433e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 339218 members 
Entering Unmasked Estep 
Score: -16544445.000000 Penalty: 1159.147095
	Iteration 58Q: 3 clusters Score -1.654444e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 339430 members 
Entering Unmasked Estep 
Score: -16544640.000000 Penalty: 1159.147095
	Iteration 59Q: 3 clusters Score -1.654464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 339588 members 
Entering Unmasked Estep 
Score: -16544673.000000 Penalty: 1159.147095
	Iteration 60F: 3 clusters Score -1.654467e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 339689 members 
Entering Unmasked Estep 
Score: -16544736.000000 Penalty: 1159.147095
	Iteration 61Q: 3 clusters Score -1.654474e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 339777 members 
Entering Unmasked Estep 
Score: -16544824.000000 Penalty: 1159.147095
	Iteration 62Q: 3 clusters Score -1.654482e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 339848 members 
Entering Unmasked Estep 
Score: -16544874.000000 Penalty: 1159.147095
	Iteration 63Q: 3 clusters Score -1.654487e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 339913 members 
Entering Unmasked Estep 
Score: -16544882.000000 Penalty: 1159.147095
	Iteration 64Q: 3 clusters Score -1.654488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 339957 members 
Entering Unmasked Estep 
Score: -16544906.000000 Penalty: 1159.147095
	Iteration 65Q: 3 clusters Score -1.654491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339989 members 
Entering Unmasked Estep 
Score: -16544948.000000 Penalty: 1159.147095
	Iteration 66Q: 3 clusters Score -1.654495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 340010 members 
Entering Unmasked Estep 
Score: -16544942.000000 Penalty: 1159.147095
	Iteration 67Q: 3 clusters Score -1.654494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340029 members 
Entering Unmasked Estep 
Score: -16544960.000000 Penalty: 1159.147095
	Iteration 68Q: 3 clusters Score -1.654496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340046 members 
Entering Unmasked Estep 
Score: -16544982.000000 Penalty: 1159.147095
	Iteration 69Q: 3 clusters Score -1.654498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 340060 members 
Entering Unmasked Estep 
Score: -16545008.000000 Penalty: 1159.147095
	Iteration 70Q: 3 clusters Score -1.654501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 340067 members 
Entering Unmasked Estep 
Score: -16545002.000000 Penalty: 1159.147095
	Iteration 71Q: 3 clusters Score -1.6545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 340080 members 
Entering Unmasked Estep 
Score: -16544997.000000 Penalty: 1159.147095
	Iteration 72Q: 3 clusters Score -1.6545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 340095 members 
Entering Unmasked Estep 
Score: -16545035.000000 Penalty: 1159.147095
	Iteration 73Q: 3 clusters Score -1.654504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 340103 members 
Entering Unmasked Estep 
Score: -16545028.000000 Penalty: 1159.147095
	Iteration 74Q: 3 clusters Score -1.654503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 340108 members 
Entering Unmasked Estep 
Score: -16545025.000000 Penalty: 1159.147095
	Iteration 75Q: 3 clusters Score -1.654502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340113 members 
Entering Unmasked Estep 
Score: -16545037.000000 Penalty: 1159.147095
	Iteration 76Q: 3 clusters Score -1.654504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340118 members 
Entering Unmasked Estep 
Score: -16545043.000000 Penalty: 1159.147095
	Iteration 77Q: 3 clusters Score -1.654504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340119 members 
Entering Unmasked Estep 
Score: -16545032.000000 Penalty: 1159.147095
	Iteration 78Q: 3 clusters Score -1.654503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 340119 members 
Entering Unmasked Estep 
Score: -16545031.000000 Penalty: 1159.147095
	Iteration 79Q: 3 clusters Score -1.654503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340121 members 
Entering Unmasked Estep 
Score: -16545034.000000 Penalty: 1159.147095
	Iteration 80F: 3 clusters Score -1.654503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 340124 members 
Entering Unmasked Estep 
Score: -16545045.000000 Penalty: 1159.147095
	Iteration 81Q: 3 clusters Score -1.654504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 340126 members 
Entering Unmasked Estep 
Score: -16545043.000000 Penalty: 1159.147095
	Iteration 82Q: 3 clusters Score -1.654504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 340127 members 
Entering Unmasked Estep 
Score: -16545038.000000 Penalty: 1159.147095
	Iteration 83Q: 3 clusters Score -1.654504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 340128 members 
Entering Unmasked Estep 
Score: -16545038.000000 Penalty: 1159.147095
	Iteration 84Q: 3 clusters Score -1.654504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 340128 members 
Entering Unmasked Estep 
Score: -16545037.000000 Penalty: 1159.147095
	Iteration 85Q: 3 clusters Score -1.654504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340130 members 
Entering Unmasked Estep 
Score: -16545041.000000 Penalty: 1159.147095
	Iteration 86Q: 3 clusters Score -1.654504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340132 members 
Entering Unmasked Estep 
Score: -16545032.000000 Penalty: 1159.147095
	Iteration 87Q: 3 clusters Score -1.654503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 340134 members 
Entering Unmasked Estep 
Score: -16545037.000000 Penalty: 1159.147095
	Iteration 88Q: 3 clusters Score -1.654504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 340138 members 
Entering Unmasked Estep 
Score: -16545041.000000 Penalty: 1159.147095
	Iteration 89Q: 3 clusters Score -1.654504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340139 members 
Entering Unmasked Estep 
Score: -16545050.000000 Penalty: 1159.147095
	Iteration 90Q: 3 clusters Score -1.654505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 340139 members 
Entering Unmasked Estep 
Score: -16545050.000000 Penalty: 1159.147095
	Iteration 91F: 3 clusters Score -1.654505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64903 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10612 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39331 members 
Mstep: Class 27 contains 340401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303208.000000 Penalty: 16193.877930
Iteration 439Q: 28 clusters Score -2.530321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39334 members 
Mstep: Class 27 contains 340397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303210.000000 Penalty: 16193.877930
Iteration 440F: 28 clusters Score -2.530321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39337 members 
Mstep: Class 27 contains 340394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303198.000000 Penalty: 16193.877930
Iteration 441Q: 28 clusters Score -2.53032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39342 members 
Mstep: Class 27 contains 340390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303210.000000 Penalty: 16193.877930
Iteration 442Q: 28 clusters Score -2.530321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32548 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39345 members 
Mstep: Class 27 contains 340388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303212.000000 Penalty: 16193.877930
Iteration 443Q: 28 clusters Score -2.530321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39346 members 
Mstep: Class 27 contains 340388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303210.000000 Penalty: 16193.877930
Iteration 444Q: 28 clusters Score -2.530321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32546 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39348 members 
Mstep: Class 27 contains 340387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303224.000000 Penalty: 16193.877930
Iteration 445Q: 28 clusters Score -2.530322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32546 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39349 members 
Mstep: Class 27 contains 340386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303222.000000 Penalty: 16193.877930
Iteration 446Q: 28 clusters Score -2.530322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39350 members 
Mstep: Class 27 contains 340385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303220.000000 Penalty: 16193.877930
Iteration 447Q: 28 clusters Score -2.530322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39350 members 
Mstep: Class 27 contains 340385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303220.000000 Penalty: 16193.877930
Iteration 448F: 28 clusters Score -2.530322e+07 nChanged 0
Entering ConstructFrom: 
Score: -25303220.000000 Penalty: 16193.877930
Entering ConstructFrom: 
Trying to split cluster 1 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -279848.156250 Penalty: 396.512817
	Iteration 0F: 2 clusters Score -279848.2 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 3062 members 
Entering Unmasked Estep 
Score: -275732.125000 Penalty: 793.025635
	Iteration 0F: 3 clusters Score -275732.1 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -277237.468750 Penalty: 793.025635
	Iteration 1F: 3 clusters Score -277237.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -277334.906250 Penalty: 793.025635
	Iteration 2F: 3 clusters Score -277334.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -277402.281250 Penalty: 793.025635
	Iteration 3Q: 3 clusters Score -277402.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -277451.968750 Penalty: 793.025635
	Iteration 4Q: 3 clusters Score -277452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -277506.625000 Penalty: 793.025635
	Iteration 5Q: 3 clusters Score -277506.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -277567.968750 Penalty: 793.025635
	Iteration 6Q: 3 clusters Score -277568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -277657.156250 Penalty: 793.025635
	Iteration 7Q: 3 clusters Score -277657.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -277783.468750 Penalty: 793.025635
	Iteration 8Q: 3 clusters Score -277783.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -277961.375000 Penalty: 793.025635
	Iteration 9F: 3 clusters Score -277961.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -278176.125000 Penalty: 793.025635
	Iteration 10F: 3 clusters Score -278176.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -278473.656250 Penalty: 793.025635
	Iteration 11F: 3 clusters Score -278473.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -278841.750000 Penalty: 793.025635
	Iteration 12F: 3 clusters Score -278841.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -279166.156250 Penalty: 793.025635
	Iteration 13F: 3 clusters Score -279166.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -279359.250000 Penalty: 793.025635
	Iteration 14Q: 3 clusters Score -279359.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -279450.250000 Penalty: 793.025635
	Iteration 15Q: 3 clusters Score -279450.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -279479.062500 Penalty: 793.025635
	Iteration 16Q: 3 clusters Score -279479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -279489.437500 Penalty: 793.025635
	Iteration 17Q: 3 clusters Score -279489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -279497.468750 Penalty: 793.025635
	Iteration 18Q: 3 clusters Score -279497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -279500.656250 Penalty: 793.025635
	Iteration 19Q: 3 clusters Score -279500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -279504.875000 Penalty: 793.025635
	Iteration 20F: 3 clusters Score -279504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -279510.406250 Penalty: 793.025635
	Iteration 21Q: 3 clusters Score -279510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -279511.562500 Penalty: 793.025635
	Iteration 22Q: 3 clusters Score -279511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -279511.562500 Penalty: 793.025635
	Iteration 23F: 3 clusters Score -279511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -7752.678223 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -7752.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7479.087891 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -7479.088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7546.489258 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -7546.489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7563.944824 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -7563.945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7576.914062 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -7576.914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7584.445801 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -7584.446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7587.476562 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -7587.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7587.894531 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -7587.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7587.894531 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -7587.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10422.623047 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10422.62 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 134 members 
Entering Unmasked Estep 
Score: -10099.787109 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10099.79 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10258.907227 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10258.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10283.727539 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10283.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10300.941406 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -10300.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10317.272461 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10317.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10322.044922 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10322.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10322.044922 Penalty: 507.066010
	Iteration 6F: 3 clusters Score -10322.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -54271.257812 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -54271.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53306.027344 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -53306.03 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53585.726562 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -53585.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -53652.765625 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -53652.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53741.980469 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -53741.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -53863.773438 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -53863.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53976.804688 Penalty: 648.693176
	Iteration 5F: 3 clusters Score -53976.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -54064.296875 Penalty: 648.693176
	Iteration 6F: 3 clusters Score -54064.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -54111.593750 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -54111.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -54136.597656 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -54136.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -54155.765625 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -54155.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -54169.179688 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -54169.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -54176.636719 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -54176.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -54178.699219 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -54178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -54179.628906 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -54179.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54180.632812 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -54180.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -54181.515625 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -54181.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -54181.824219 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -54181.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -54181.824219 Penalty: 648.693176
	Iteration 17F: 3 clusters Score -54181.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -197193.812500 Penalty: 378.280273
	Iteration 0F: 2 clusters Score -197193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -194418.937500 Penalty: 756.560547
	Iteration 0F: 3 clusters Score -194418.9 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -195361.109375 Penalty: 756.560547
	Iteration 1F: 3 clusters Score -195361.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -195443.187500 Penalty: 756.560547
	Iteration 2F: 3 clusters Score -195443.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -195514.750000 Penalty: 756.560547
	Iteration 3Q: 3 clusters Score -195514.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -195597.265625 Penalty: 756.560547
	Iteration 4Q: 3 clusters Score -195597.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -195678.015625 Penalty: 756.560547
	Iteration 5Q: 3 clusters Score -195678 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -195790.203125 Penalty: 756.560547
	Iteration 6Q: 3 clusters Score -195790.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195964.937500 Penalty: 756.560547
	Iteration 7F: 3 clusters Score -195964.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -196169.812500 Penalty: 756.560547
	Iteration 8F: 3 clusters Score -196169.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196375.953125 Penalty: 756.560547
	Iteration 9F: 3 clusters Score -196376 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -196563.468750 Penalty: 756.560547
	Iteration 10Q: 3 clusters Score -196563.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -196689.781250 Penalty: 756.560547
	Iteration 11Q: 3 clusters Score -196689.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -196758.812500 Penalty: 756.560547
	Iteration 12Q: 3 clusters Score -196758.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -196798.015625 Penalty: 756.560547
	Iteration 13Q: 3 clusters Score -196798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -196816.531250 Penalty: 756.560547
	Iteration 14Q: 3 clusters Score -196816.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -196830.390625 Penalty: 756.560547
	Iteration 15Q: 3 clusters Score -196830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -196836.906250 Penalty: 756.560547
	Iteration 16Q: 3 clusters Score -196836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -196843.812500 Penalty: 756.560547
	Iteration 17Q: 3 clusters Score -196843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -196852.328125 Penalty: 756.560547
	Iteration 18Q: 3 clusters Score -196852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -196856.562500 Penalty: 756.560547
	Iteration 19Q: 3 clusters Score -196856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -196859.531250 Penalty: 756.560547
	Iteration 20F: 3 clusters Score -196859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -196859.765625 Penalty: 756.560547
	Iteration 21Q: 3 clusters Score -196859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -196861.812500 Penalty: 756.560547
	Iteration 22Q: 3 clusters Score -196861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -196861.812500 Penalty: 756.560547
	Iteration 23F: 3 clusters Score -196861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -52777.828125 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -52777.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51953.285156 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -51953.29 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -52171.687500 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -52171.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -52204.617188 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -52204.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52215.687500 Penalty: 634.932617
	Iteration 3Q: 3 clusters Score -52215.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52231.054688 Penalty: 634.932617
	Iteration 4Q: 3 clusters Score -52231.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -52244.320312 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -52244.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52256.234375 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -52256.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52270.257812 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -52270.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52287.562500 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -52287.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52295.703125 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -52295.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52305.683594 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -52305.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52325.226562 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -52325.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52340.332031 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -52340.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52350.160156 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -52350.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52365.078125 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -52365.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52382.375000 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -52382.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52399.390625 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -52399.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52415.933594 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -52415.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52434.132812 Penalty: 634.932617
	Iteration 18Q: 3 clusters Score -52434.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52444.148438 Penalty: 634.932617
	Iteration 19Q: 3 clusters Score -52444.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52448.542969 Penalty: 634.932617
	Iteration 20F: 3 clusters Score -52448.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52452.433594 Penalty: 634.932617
	Iteration 21Q: 3 clusters Score -52452.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52455.457031 Penalty: 634.932617
	Iteration 22Q: 3 clusters Score -52455.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52459.574219 Penalty: 634.932617
	Iteration 23Q: 3 clusters Score -52459.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52461.816406 Penalty: 634.932617
	Iteration 24Q: 3 clusters Score -52461.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52463.046875 Penalty: 634.932617
	Iteration 25Q: 3 clusters Score -52463.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52464.757812 Penalty: 634.932617
	Iteration 26Q: 3 clusters Score -52464.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52466.824219 Penalty: 634.932617
	Iteration 27Q: 3 clusters Score -52466.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52467.941406 Penalty: 634.932617
	Iteration 28Q: 3 clusters Score -52467.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52469.707031 Penalty: 634.932617
	Iteration 29Q: 3 clusters Score -52469.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52473.792969 Penalty: 634.932617
	Iteration 30Q: 3 clusters Score -52473.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52477.968750 Penalty: 634.932617
	Iteration 31Q: 3 clusters Score -52477.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52481.710938 Penalty: 634.932617
	Iteration 32Q: 3 clusters Score -52481.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52484.546875 Penalty: 634.932617
	Iteration 33Q: 3 clusters Score -52484.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52486.519531 Penalty: 634.932617
	Iteration 34Q: 3 clusters Score -52486.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52487.828125 Penalty: 634.932617
	Iteration 35Q: 3 clusters Score -52487.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52489.355469 Penalty: 634.932617
	Iteration 36Q: 3 clusters Score -52489.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52491.199219 Penalty: 634.932617
	Iteration 37Q: 3 clusters Score -52491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52491.371094 Penalty: 634.932617
	Iteration 38Q: 3 clusters Score -52491.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52491.371094 Penalty: 634.932617
	Iteration 39F: 3 clusters Score -52491.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -16879.093750 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -16879.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16487.451172 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -16487.45 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16581.117188 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -16581.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16611.267578 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -16611.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16636.056641 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -16636.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16647.205078 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -16647.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16653.652344 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -16653.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16659.115234 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -16659.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16666.636719 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -16666.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16673.830078 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -16673.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16683.322266 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -16683.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16691.494141 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -16691.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16696.117188 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -16696.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16700.630859 Penalty: 536.640991
	Iteration 12Q: 3 clusters Score -16700.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16707.904297 Penalty: 536.640991
	Iteration 13Q: 3 clusters Score -16707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16711.529297 Penalty: 536.640991
	Iteration 14Q: 3 clusters Score -16711.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16713.767578 Penalty: 536.640991
	Iteration 15Q: 3 clusters Score -16713.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16713.767578 Penalty: 536.640991
	Iteration 16F: 3 clusters Score -16713.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -37699.730469 Penalty: 296.554047
	Iteration 0F: 2 clusters Score -37699.73 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 341 members 
Entering Unmasked Estep 
Score: -37082.042969 Penalty: 593.108093
	Iteration 0F: 3 clusters Score -37082.04 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37247.992188 Penalty: 593.108093
	Iteration 1F: 3 clusters Score -37247.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37299.097656 Penalty: 593.108093
	Iteration 2F: 3 clusters Score -37299.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37316.074219 Penalty: 593.108093
	Iteration 3Q: 3 clusters Score -37316.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37327.835938 Penalty: 593.108093
	Iteration 4Q: 3 clusters Score -37327.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37336.710938 Penalty: 593.108093
	Iteration 5Q: 3 clusters Score -37336.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37345.371094 Penalty: 593.108093
	Iteration 6Q: 3 clusters Score -37345.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37349.882812 Penalty: 593.108093
	Iteration 7Q: 3 clusters Score -37349.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37351.386719 Penalty: 593.108093
	Iteration 8Q: 3 clusters Score -37351.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37354.000000 Penalty: 593.108093
	Iteration 9Q: 3 clusters Score -37354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37360.421875 Penalty: 593.108093
	Iteration 10Q: 3 clusters Score -37360.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37368.781250 Penalty: 593.108093
	Iteration 11Q: 3 clusters Score -37368.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37373.609375 Penalty: 593.108093
	Iteration 12Q: 3 clusters Score -37373.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37382.246094 Penalty: 593.108093
	Iteration 13Q: 3 clusters Score -37382.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37390.234375 Penalty: 593.108093
	Iteration 14Q: 3 clusters Score -37390.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37395.085938 Penalty: 593.108093
	Iteration 15Q: 3 clusters Score -37395.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37398.621094 Penalty: 593.108093
	Iteration 16Q: 3 clusters Score -37398.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37399.570312 Penalty: 593.108093
	Iteration 17Q: 3 clusters Score -37399.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37401.148438 Penalty: 593.108093
	Iteration 18Q: 3 clusters Score -37401.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37402.046875 Penalty: 593.108093
	Iteration 19Q: 3 clusters Score -37402.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37403.707031 Penalty: 593.108093
	Iteration 20F: 3 clusters Score -37403.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37406.734375 Penalty: 593.108093
	Iteration 21Q: 3 clusters Score -37406.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37409.312500 Penalty: 593.108093
	Iteration 22Q: 3 clusters Score -37409.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37410.917969 Penalty: 593.108093
	Iteration 23Q: 3 clusters Score -37410.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37416.136719 Penalty: 593.108093
	Iteration 24Q: 3 clusters Score -37416.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37421.679688 Penalty: 593.108093
	Iteration 25Q: 3 clusters Score -37421.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37425.691406 Penalty: 593.108093
	Iteration 26Q: 3 clusters Score -37425.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37428.035156 Penalty: 593.108093
	Iteration 27Q: 3 clusters Score -37428.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37428.546875 Penalty: 593.108093
	Iteration 28Q: 3 clusters Score -37428.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37428.546875 Penalty: 593.108093
	Iteration 29F: 3 clusters Score -37428.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -60726.730469 Penalty: 319.904022
	Iteration 0F: 2 clusters Score -60726.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59829.496094 Penalty: 639.808044
	Iteration 0F: 3 clusters Score -59829.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -60069.558594 Penalty: 639.808044
	Iteration 1F: 3 clusters Score -60069.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60110.796875 Penalty: 639.808044
	Iteration 2F: 3 clusters Score -60110.8 nChanged 53
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: -60136.265625 Penalty: 639.808044
	Iteration 3Q: 3 clusters Score -60136.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -60157.484375 Penalty: 639.808044
	Iteration 4Q: 3 clusters Score -60157.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -60177.546875 Penalty: 639.808044
	Iteration 5Q: 3 clusters Score -60177.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -60200.976562 Penalty: 639.808044
	Iteration 6Q: 3 clusters Score -60200.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60227.496094 Penalty: 639.808044
	Iteration 7Q: 3 clusters Score -60227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60247.203125 Penalty: 639.808044
	Iteration 8Q: 3 clusters Score -60247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -60266.984375 Penalty: 639.808044
	Iteration 9Q: 3 clusters Score -60266.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60280.710938 Penalty: 639.808044
	Iteration 10Q: 3 clusters Score -60280.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -60293.351562 Penalty: 639.808044
	Iteration 11Q: 3 clusters Score -60293.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -60305.718750 Penalty: 639.808044
	Iteration 12Q: 3 clusters Score -60305.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60322.507812 Penalty: 639.808044
	Iteration 13Q: 3 clusters Score -60322.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -60339.289062 Penalty: 639.808044
	Iteration 14Q: 3 clusters Score -60339.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -60349.039062 Penalty: 639.808044
	Iteration 15Q: 3 clusters Score -60349.04 nChanged 16
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: -60354.769531 Penalty: 639.808044
	Iteration 16Q: 3 clusters Score -60354.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -60357.730469 Penalty: 639.808044
	Iteration 17Q: 3 clusters Score -60357.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -60361.582031 Penalty: 639.808044
	Iteration 18Q: 3 clusters Score -60361.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60366.628906 Penalty: 639.808044
	Iteration 19Q: 3 clusters Score -60366.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60368.964844 Penalty: 639.808044
	Iteration 20F: 3 clusters Score -60368.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60370.882812 Penalty: 639.808044
	Iteration 21Q: 3 clusters Score -60370.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -60373.273438 Penalty: 639.808044
	Iteration 22Q: 3 clusters Score -60373.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -60375.347656 Penalty: 639.808044
	Iteration 23Q: 3 clusters Score -60375.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -60378.531250 Penalty: 639.808044
	Iteration 24Q: 3 clusters Score -60378.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60381.476562 Penalty: 639.808044
	Iteration 25Q: 3 clusters Score -60381.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -60383.304688 Penalty: 639.808044
	Iteration 26Q: 3 clusters Score -60383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -60384.109375 Penalty: 639.808044
	Iteration 27Q: 3 clusters Score -60384.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60385.203125 Penalty: 639.808044
	Iteration 28Q: 3 clusters Score -60385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -60385.960938 Penalty: 639.808044
	Iteration 29Q: 3 clusters Score -60385.96 nChanged 4
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: -60386.882812 Penalty: 639.808044
	Iteration 30Q: 3 clusters Score -60386.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -60387.609375 Penalty: 639.808044
	Iteration 31Q: 3 clusters Score -60387.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -60390.898438 Penalty: 639.808044
	Iteration 32Q: 3 clusters Score -60390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -60394.238281 Penalty: 639.808044
	Iteration 33Q: 3 clusters Score -60394.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -60396.019531 Penalty: 639.808044
	Iteration 34Q: 3 clusters Score -60396.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -60397.394531 Penalty: 639.808044
	Iteration 35Q: 3 clusters Score -60397.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -60397.855469 Penalty: 639.808044
	Iteration 36Q: 3 clusters Score -60397.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -60397.988281 Penalty: 639.808044
	Iteration 37Q: 3 clusters Score -60397.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -60397.988281 Penalty: 639.808044
	Iteration 38F: 3 clusters Score -60397.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -115081.500000 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -115081.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -113468.976562 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -113469 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -113948.757812 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -113948.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -114005.164062 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -114005.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -114061.226562 Penalty: 704.003967
	Iteration 3Q: 3 clusters Score -114061.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -114114.312500 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -114114.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -114147.218750 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -114147.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -114174.695312 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -114174.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -114217.640625 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -114217.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114267.914062 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -114267.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114334.187500 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -114334.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114418.804688 Penalty: 704.003967
	Iteration 10F: 3 clusters Score -114418.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114489.937500 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -114489.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114538.804688 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -114538.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -114574.710938 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -114574.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -114606.195312 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -114606.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -114636.976562 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -114637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -114661.382812 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -114661.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -114683.062500 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -114683.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -114706.453125 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -114706.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -114718.164062 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -114718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -114728.515625 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -114728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -114734.835938 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -114734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -114738.570312 Penalty: 704.003967
	Iteration 22Q: 3 clusters Score -114738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -114743.210938 Penalty: 704.003967
	Iteration 23Q: 3 clusters Score -114743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -114744.273438 Penalty: 704.003967
	Iteration 24Q: 3 clusters Score -114744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -114744.273438 Penalty: 704.003967
	Iteration 25F: 3 clusters Score -114744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -39801.710938 Penalty: 307.121887
	Iteration 0F: 2 clusters Score -39801.71 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 463 members 
Entering Unmasked Estep 
Score: -39099.843750 Penalty: 614.243774
	Iteration 0F: 3 clusters Score -39099.84 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -39298.328125 Penalty: 614.243774
	Iteration 1F: 3 clusters Score -39298.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39373.484375 Penalty: 614.243774
	Iteration 2F: 3 clusters Score -39373.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -39439.011719 Penalty: 614.243774
	Iteration 3F: 3 clusters Score -39439.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -39506.113281 Penalty: 614.243774
	Iteration 4F: 3 clusters Score -39506.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39564.007812 Penalty: 614.243774
	Iteration 5F: 3 clusters Score -39564.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -39636.308594 Penalty: 614.243774
	Iteration 6Q: 3 clusters Score -39636.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -39723.218750 Penalty: 614.243774
	Iteration 7Q: 3 clusters Score -39723.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -39757.546875 Penalty: 614.243774
	Iteration 8Q: 3 clusters Score -39757.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -39773.781250 Penalty: 614.243774
	Iteration 9Q: 3 clusters Score -39773.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -39779.859375 Penalty: 614.243774
	Iteration 10Q: 3 clusters Score -39779.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -39795.921875 Penalty: 614.243774
	Iteration 11Q: 3 clusters Score -39795.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -39811.117188 Penalty: 614.243774
	Iteration 12Q: 3 clusters Score -39811.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -39815.644531 Penalty: 614.243774
	Iteration 13Q: 3 clusters Score -39815.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -39824.070312 Penalty: 614.243774
	Iteration 14Q: 3 clusters Score -39824.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -39829.050781 Penalty: 614.243774
	Iteration 15Q: 3 clusters Score -39829.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -39834.621094 Penalty: 614.243774
	Iteration 16Q: 3 clusters Score -39834.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -39835.015625 Penalty: 614.243774
	Iteration 17Q: 3 clusters Score -39835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -39835.015625 Penalty: 614.243774
	Iteration 18F: 3 clusters Score -39835.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 122 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39350 members 
Mstep: Class 27 contains 340385 members 
Mstep: Class 28 contains 732 members 
Entering Unmasked Estep 
Score: -25302938.000000 Penalty: 16793.650391
Splitting cluster 11 changes total score from -25303220.000000 to -25302938.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -79830.882812 Penalty: 334.884735
	Iteration 0F: 2 clusters Score -79830.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -78657.601562 Penalty: 669.769470
	Iteration 0F: 3 clusters Score -78657.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -79019.851562 Penalty: 669.769470
	Iteration 1F: 3 clusters Score -79019.85 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79078.414062 Penalty: 669.769470
	Iteration 2F: 3 clusters Score -79078.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -79118.648438 Penalty: 669.769470
	Iteration 3F: 3 clusters Score -79118.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -79140.617188 Penalty: 669.769470
	Iteration 4Q: 3 clusters Score -79140.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -79153.757812 Penalty: 669.769470
	Iteration 5Q: 3 clusters Score -79153.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -79159.710938 Penalty: 669.769470
	Iteration 6Q: 3 clusters Score -79159.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79163.960938 Penalty: 669.769470
	Iteration 7Q: 3 clusters Score -79163.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79166.218750 Penalty: 669.769470
	Iteration 8Q: 3 clusters Score -79166.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79167.203125 Penalty: 669.769470
	Iteration 9Q: 3 clusters Score -79167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79170.234375 Penalty: 669.769470
	Iteration 10Q: 3 clusters Score -79170.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -79174.640625 Penalty: 669.769470
	Iteration 11Q: 3 clusters Score -79174.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -79181.734375 Penalty: 669.769470
	Iteration 12Q: 3 clusters Score -79181.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -79191.851562 Penalty: 669.769470
	Iteration 13Q: 3 clusters Score -79191.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79200.250000 Penalty: 669.769470
	Iteration 14Q: 3 clusters Score -79200.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79204.843750 Penalty: 669.769470
	Iteration 15Q: 3 clusters Score -79204.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -79210.718750 Penalty: 669.769470
	Iteration 16Q: 3 clusters Score -79210.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79214.796875 Penalty: 669.769470
	Iteration 17Q: 3 clusters Score -79214.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -79224.382812 Penalty: 669.769470
	Iteration 18Q: 3 clusters Score -79224.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -79238.070312 Penalty: 669.769470
	Iteration 19Q: 3 clusters Score -79238.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79252.609375 Penalty: 669.769470
	Iteration 20F: 3 clusters Score -79252.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -79271.398438 Penalty: 669.769470
	Iteration 21Q: 3 clusters Score -79271.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -79300.929688 Penalty: 669.769470
	Iteration 22Q: 3 clusters Score -79300.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -79332.382812 Penalty: 669.769470
	Iteration 23Q: 3 clusters Score -79332.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -79363.523438 Penalty: 669.769470
	Iteration 24Q: 3 clusters Score -79363.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -79398.187500 Penalty: 669.769470
	Iteration 25Q: 3 clusters Score -79398.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -79422.195312 Penalty: 669.769470
	Iteration 26Q: 3 clusters Score -79422.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -79437.859375 Penalty: 669.769470
	Iteration 27Q: 3 clusters Score -79437.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -79448.843750 Penalty: 669.769470
	Iteration 28Q: 3 clusters Score -79448.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79455.382812 Penalty: 669.769470
	Iteration 29Q: 3 clusters Score -79455.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -79461.617188 Penalty: 669.769470
	Iteration 30Q: 3 clusters Score -79461.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -79466.289062 Penalty: 669.769470
	Iteration 31Q: 3 clusters Score -79466.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -79473.601562 Penalty: 669.769470
	Iteration 32Q: 3 clusters Score -79473.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -79480.390625 Penalty: 669.769470
	Iteration 33Q: 3 clusters Score -79480.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -79494.921875 Penalty: 669.769470
	Iteration 34Q: 3 clusters Score -79494.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -79502.375000 Penalty: 669.769470
	Iteration 35Q: 3 clusters Score -79502.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -79507.945312 Penalty: 669.769470
	Iteration 36Q: 3 clusters Score -79507.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -79513.320312 Penalty: 669.769470
	Iteration 37Q: 3 clusters Score -79513.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -79518.281250 Penalty: 669.769470
	Iteration 38Q: 3 clusters Score -79518.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -79520.414062 Penalty: 669.769470
	Iteration 39Q: 3 clusters Score -79520.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -79523.164062 Penalty: 669.769470
	Iteration 40F: 3 clusters Score -79523.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -79524.523438 Penalty: 669.769470
	Iteration 41Q: 3 clusters Score -79524.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -79525.031250 Penalty: 669.769470
	Iteration 42Q: 3 clusters Score -79525.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -79525.890625 Penalty: 669.769470
	Iteration 43Q: 3 clusters Score -79525.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -79526.328125 Penalty: 669.769470
	Iteration 44Q: 3 clusters Score -79526.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -79527.359375 Penalty: 669.769470
	Iteration 45Q: 3 clusters Score -79527.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -79528.507812 Penalty: 669.769470
	Iteration 46Q: 3 clusters Score -79528.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -79529.187500 Penalty: 669.769470
	Iteration 47Q: 3 clusters Score -79529.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -79529.812500 Penalty: 669.769470
	Iteration 48Q: 3 clusters Score -79529.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -79530.242188 Penalty: 669.769470
	Iteration 49Q: 3 clusters Score -79530.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -79530.242188 Penalty: 669.769470
	Iteration 50F: 3 clusters Score -79530.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -62313.093750 Penalty: 328.159393
	Iteration 0F: 2 clusters Score -62313.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -61267.640625 Penalty: 656.318787
	Iteration 0F: 3 clusters Score -61267.64 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61630.355469 Penalty: 656.318787
	Iteration 1F: 3 clusters Score -61630.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61719.414062 Penalty: 656.318787
	Iteration 2F: 3 clusters Score -61719.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61784.273438 Penalty: 656.318787
	Iteration 3F: 3 clusters Score -61784.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61845.652344 Penalty: 656.318787
	Iteration 4F: 3 clusters Score -61845.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61892.187500 Penalty: 656.318787
	Iteration 5Q: 3 clusters Score -61892.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61923.972656 Penalty: 656.318787
	Iteration 6Q: 3 clusters Score -61923.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61942.488281 Penalty: 656.318787
	Iteration 7Q: 3 clusters Score -61942.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61961.472656 Penalty: 656.318787
	Iteration 8Q: 3 clusters Score -61961.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61978.039062 Penalty: 656.318787
	Iteration 9Q: 3 clusters Score -61978.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -61989.218750 Penalty: 656.318787
	Iteration 10Q: 3 clusters Score -61989.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -61996.867188 Penalty: 656.318787
	Iteration 11Q: 3 clusters Score -61996.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -61999.097656 Penalty: 656.318787
	Iteration 12Q: 3 clusters Score -61999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -62003.597656 Penalty: 656.318787
	Iteration 13Q: 3 clusters Score -62003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -62007.285156 Penalty: 656.318787
	Iteration 14Q: 3 clusters Score -62007.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -62011.320312 Penalty: 656.318787
	Iteration 15Q: 3 clusters Score -62011.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -62012.074219 Penalty: 656.318787
	Iteration 16Q: 3 clusters Score -62012.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -62013.667969 Penalty: 656.318787
	Iteration 17Q: 3 clusters Score -62013.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -62014.027344 Penalty: 656.318787
	Iteration 18Q: 3 clusters Score -62014.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -62014.027344 Penalty: 656.318787
	Iteration 19F: 3 clusters Score -62014.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Entering Unmasked Estep 
Score: -379143.156250 Penalty: 404.682526
	Iteration 0F: 2 clusters Score -379143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -374219.812500 Penalty: 809.365051
	Iteration 0F: 3 clusters Score -374219.8 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -376029.281250 Penalty: 809.365051
	Iteration 1F: 3 clusters Score -376029.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -376126.406250 Penalty: 809.365051
	Iteration 2Q: 3 clusters Score -376126.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -376209.531250 Penalty: 809.365051
	Iteration 3Q: 3 clusters Score -376209.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -376288.593750 Penalty: 809.365051
	Iteration 4Q: 3 clusters Score -376288.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -376360.375000 Penalty: 809.365051
	Iteration 5Q: 3 clusters Score -376360.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -376425.906250 Penalty: 809.365051
	Iteration 6Q: 3 clusters Score -376425.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -376516.562500 Penalty: 809.365051
	Iteration 7Q: 3 clusters Score -376516.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -376650.406250 Penalty: 809.365051
	Iteration 8Q: 3 clusters Score -376650.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -376851.312500 Penalty: 809.365051
	Iteration 9Q: 3 clusters Score -376851.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -377148.687500 Penalty: 809.365051
	Iteration 10F: 3 clusters Score -377148.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -377524.656250 Penalty: 809.365051
	Iteration 11F: 3 clusters Score -377524.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -377884.718750 Penalty: 809.365051
	Iteration 12F: 3 clusters Score -377884.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -378158.406250 Penalty: 809.365051
	Iteration 13Q: 3 clusters Score -378158.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -378302.468750 Penalty: 809.365051
	Iteration 14Q: 3 clusters Score -378302.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -378379.531250 Penalty: 809.365051
	Iteration 15Q: 3 clusters Score -378379.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -378432.968750 Penalty: 809.365051
	Iteration 16Q: 3 clusters Score -378433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -378471.968750 Penalty: 809.365051
	Iteration 17Q: 3 clusters Score -378472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -378503.593750 Penalty: 809.365051
	Iteration 18Q: 3 clusters Score -378503.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -378527.656250 Penalty: 809.365051
	Iteration 19Q: 3 clusters Score -378527.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -378539.968750 Penalty: 809.365051
	Iteration 20F: 3 clusters Score -378540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -378551.218750 Penalty: 809.365051
	Iteration 21Q: 3 clusters Score -378551.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -378561.406250 Penalty: 809.365051
	Iteration 22Q: 3 clusters Score -378561.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -378569.406250 Penalty: 809.365051
	Iteration 23Q: 3 clusters Score -378569.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -378579.968750 Penalty: 809.365051
	Iteration 24Q: 3 clusters Score -378580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -378589.375000 Penalty: 809.365051
	Iteration 25Q: 3 clusters Score -378589.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -378599.531250 Penalty: 809.365051
	Iteration 26Q: 3 clusters Score -378599.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -378610.156250 Penalty: 809.365051
	Iteration 27Q: 3 clusters Score -378610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -378617.156250 Penalty: 809.365051
	Iteration 28Q: 3 clusters Score -378617.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -378620.093750 Penalty: 809.365051
	Iteration 29Q: 3 clusters Score -378620.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -378623.031250 Penalty: 809.365051
	Iteration 30Q: 3 clusters Score -378623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -378625.031250 Penalty: 809.365051
	Iteration 31Q: 3 clusters Score -378625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -378627.187500 Penalty: 809.365051
	Iteration 32Q: 3 clusters Score -378627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -378629.468750 Penalty: 809.365051
	Iteration 33Q: 3 clusters Score -378629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -378630.500000 Penalty: 809.365051
	Iteration 34Q: 3 clusters Score -378630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -378633.750000 Penalty: 809.365051
	Iteration 35Q: 3 clusters Score -378633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -378638.375000 Penalty: 809.365051
	Iteration 36Q: 3 clusters Score -378638.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -378641.437500 Penalty: 809.365051
	Iteration 37Q: 3 clusters Score -378641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -378642.187500 Penalty: 809.365051
	Iteration 38Q: 3 clusters Score -378642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -378641.531250 Penalty: 809.365051
	Iteration 39Q: 3 clusters Score -378641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -378641.531250 Penalty: 809.365051
	Iteration 40F: 3 clusters Score -378641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (64902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Entering Unmasked Estep 
Score: -3306117.750000 Penalty: 504.168854
	Iteration 0F: 2 clusters Score -3306118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3262469.250000 Penalty: 1008.337708
	Iteration 0F: 3 clusters Score -3262469 nChanged 31570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -3281035.750000 Penalty: 1008.337708
	Iteration 1F: 3 clusters Score -3281036 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3282085.750000 Penalty: 1008.337708
	Iteration 2Q: 3 clusters Score -3282086 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3283914.750000 Penalty: 1008.337708
	Iteration 3F: 3 clusters Score -3283915 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3287026.750000 Penalty: 1008.337708
	Iteration 4F: 3 clusters Score -3287027 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3291560.750000 Penalty: 1008.337708
	Iteration 5F: 3 clusters Score -3291561 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3296552.500000 Penalty: 1008.337708
	Iteration 6F: 3 clusters Score -3296552 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3300452.250000 Penalty: 1008.337708
	Iteration 7F: 3 clusters Score -3300452 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3302784.000000 Penalty: 1008.337708
	Iteration 8Q: 3 clusters Score -3302784 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3303969.250000 Penalty: 1008.337708
	Iteration 9Q: 3 clusters Score -3303969 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3304555.000000 Penalty: 1008.337708
	Iteration 10Q: 3 clusters Score -3304555 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3304938.500000 Penalty: 1008.337708
	Iteration 11Q: 3 clusters Score -3304938 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3305178.500000 Penalty: 1008.337708
	Iteration 12Q: 3 clusters Score -3305178 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3305363.250000 Penalty: 1008.337708
	Iteration 13Q: 3 clusters Score -3305363 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3305470.000000 Penalty: 1008.337708
	Iteration 14Q: 3 clusters Score -3305470 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3305527.750000 Penalty: 1008.337708
	Iteration 15Q: 3 clusters Score -3305528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3305576.750000 Penalty: 1008.337708
	Iteration 16Q: 3 clusters Score -3305577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3305604.000000 Penalty: 1008.337708
	Iteration 17Q: 3 clusters Score -3305604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3305621.750000 Penalty: 1008.337708
	Iteration 18Q: 3 clusters Score -3305622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3305646.500000 Penalty: 1008.337708
	Iteration 19Q: 3 clusters Score -3305646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3305662.500000 Penalty: 1008.337708
	Iteration 20F: 3 clusters Score -3305662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3305673.500000 Penalty: 1008.337708
	Iteration 21Q: 3 clusters Score -3305674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3305690.500000 Penalty: 1008.337708
	Iteration 22Q: 3 clusters Score -3305690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3305693.250000 Penalty: 1008.337708
	Iteration 23Q: 3 clusters Score -3305693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3305697.250000 Penalty: 1008.337708
	Iteration 24Q: 3 clusters Score -3305697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3305706.000000 Penalty: 1008.337708
	Iteration 25Q: 3 clusters Score -3305706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3305706.250000 Penalty: 1008.337708
	Iteration 26Q: 3 clusters Score -3305706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3305711.750000 Penalty: 1008.337708
	Iteration 27Q: 3 clusters Score -3305712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3305711.250000 Penalty: 1008.337708
	Iteration 28Q: 3 clusters Score -3305711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3305714.250000 Penalty: 1008.337708
	Iteration 29Q: 3 clusters Score -3305714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3305712.000000 Penalty: 1008.337708
	Iteration 30Q: 3 clusters Score -3305712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3305714.500000 Penalty: 1008.337708
	Iteration 31Q: 3 clusters Score -3305714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3305712.750000 Penalty: 1008.337708
	Iteration 32Q: 3 clusters Score -3305713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3305712.750000 Penalty: 1008.337708
	Iteration 33F: 3 clusters Score -3305713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15774.291992 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15774.29 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 191 members 
Entering Unmasked Estep 
Score: -15383.428711 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15383.43 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15492.247070 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15492.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15530.372070 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15530.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15558.209961 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15558.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15577.313477 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15577.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15595.629883 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15595.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15627.708984 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15627.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15685.262695 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15685.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15704.057617 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15704.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15714.874023 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15714.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15724.758789 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15724.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15738.687500 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15738.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15745.038086 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -15745.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15754.361328 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -15754.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15768.188477 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -15768.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15772.256836 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -15772.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15773.138672 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -15773.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15773.138672 Penalty: 533.590454
	Iteration 17F: 3 clusters Score -15773.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -498646.062500 Penalty: 419.770325
	Iteration 0F: 2 clusters Score -498646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -491927.562500 Penalty: 839.540649
	Iteration 0F: 3 clusters Score -491927.6 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -494668.437500 Penalty: 839.540649
	Iteration 1F: 3 clusters Score -494668.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -495057.125000 Penalty: 839.540649
	Iteration 2F: 3 clusters Score -495057.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -495587.937500 Penalty: 839.540649
	Iteration 3F: 3 clusters Score -495587.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -496240.625000 Penalty: 839.540649
	Iteration 4F: 3 clusters Score -496240.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -496948.187500 Penalty: 839.540649
	Iteration 5F: 3 clusters Score -496948.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -497550.031250 Penalty: 839.540649
	Iteration 6F: 3 clusters Score -497550 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -497961.625000 Penalty: 839.540649
	Iteration 7Q: 3 clusters Score -497961.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -498154.406250 Penalty: 839.540649
	Iteration 8Q: 3 clusters Score -498154.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -498235.500000 Penalty: 839.540649
	Iteration 9Q: 3 clusters Score -498235.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -498267.125000 Penalty: 839.540649
	Iteration 10Q: 3 clusters Score -498267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -498275.312500 Penalty: 839.540649
	Iteration 11Q: 3 clusters Score -498275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -498284.937500 Penalty: 839.540649
	Iteration 12Q: 3 clusters Score -498284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -498289.437500 Penalty: 839.540649
	Iteration 13Q: 3 clusters Score -498289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -498292.156250 Penalty: 839.540649
	Iteration 14Q: 3 clusters Score -498292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -498296.593750 Penalty: 839.540649
	Iteration 15Q: 3 clusters Score -498296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -498299.437500 Penalty: 839.540649
	Iteration 16Q: 3 clusters Score -498299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -498300.062500 Penalty: 839.540649
	Iteration 17Q: 3 clusters Score -498300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -498301.031250 Penalty: 839.540649
	Iteration 18Q: 3 clusters Score -498301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -498304.500000 Penalty: 839.540649
	Iteration 19Q: 3 clusters Score -498304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -498310.843750 Penalty: 839.540649
	Iteration 20F: 3 clusters Score -498310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -498313.656250 Penalty: 839.540649
	Iteration 21Q: 3 clusters Score -498313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -498314.906250 Penalty: 839.540649
	Iteration 22Q: 3 clusters Score -498314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -498317.375000 Penalty: 839.540649
	Iteration 23Q: 3 clusters Score -498317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -498317.843750 Penalty: 839.540649
	Iteration 24Q: 3 clusters Score -498317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -498317.625000 Penalty: 839.540649
	Iteration 25Q: 3 clusters Score -498317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -498317.625000 Penalty: 839.540649
	Iteration 26F: 3 clusters Score -498317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Entering Unmasked Estep 
Score: -1528453.375000 Penalty: 472.762238
	Iteration 0F: 2 clusters Score -1528453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1506597.500000 Penalty: 945.524475
	Iteration 0F: 3 clusters Score -1506598 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1515489.375000 Penalty: 945.524475
	Iteration 1F: 3 clusters Score -1515489 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1515780.000000 Penalty: 945.524475
	Iteration 2Q: 3 clusters Score -1515780 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1516167.125000 Penalty: 945.524475
	Iteration 3Q: 3 clusters Score -1516167 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1516786.750000 Penalty: 945.524475
	Iteration 4Q: 3 clusters Score -1516787 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1517828.375000 Penalty: 945.524475
	Iteration 5F: 3 clusters Score -1517828 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1519533.375000 Penalty: 945.524475
	Iteration 6F: 3 clusters Score -1519533 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1521965.750000 Penalty: 945.524475
	Iteration 7F: 3 clusters Score -1521966 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1524501.875000 Penalty: 945.524475
	Iteration 8F: 3 clusters Score -1524502 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1526398.125000 Penalty: 945.524475
	Iteration 9F: 3 clusters Score -1526398 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1527206.625000 Penalty: 945.524475
	Iteration 10Q: 3 clusters Score -1527207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1527559.750000 Penalty: 945.524475
	Iteration 11Q: 3 clusters Score -1527560 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1527753.625000 Penalty: 945.524475
	Iteration 12Q: 3 clusters Score -1527754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1527849.625000 Penalty: 945.524475
	Iteration 13Q: 3 clusters Score -1527850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1527918.250000 Penalty: 945.524475
	Iteration 14Q: 3 clusters Score -1527918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1527969.625000 Penalty: 945.524475
	Iteration 15Q: 3 clusters Score -1527970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1527990.375000 Penalty: 945.524475
	Iteration 16Q: 3 clusters Score -1527990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1528003.000000 Penalty: 945.524475
	Iteration 17Q: 3 clusters Score -1528003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1528013.750000 Penalty: 945.524475
	Iteration 18Q: 3 clusters Score -1528014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1528025.250000 Penalty: 945.524475
	Iteration 19Q: 3 clusters Score -1528025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1528032.625000 Penalty: 945.524475
	Iteration 20F: 3 clusters Score -1528033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1528038.125000 Penalty: 945.524475
	Iteration 21Q: 3 clusters Score -1528038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1528041.625000 Penalty: 945.524475
	Iteration 22Q: 3 clusters Score -1528042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1528051.875000 Penalty: 945.524475
	Iteration 23Q: 3 clusters Score -1528052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1528059.625000 Penalty: 945.524475
	Iteration 24Q: 3 clusters Score -1528060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1528066.875000 Penalty: 945.524475
	Iteration 25Q: 3 clusters Score -1528067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1528073.125000 Penalty: 945.524475
	Iteration 26Q: 3 clusters Score -1528073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1528077.500000 Penalty: 945.524475
	Iteration 27Q: 3 clusters Score -1528078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1528076.750000 Penalty: 945.524475
	Iteration 28Q: 3 clusters Score -1528077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1528080.625000 Penalty: 945.524475
	Iteration 29Q: 3 clusters Score -1528081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1528083.750000 Penalty: 945.524475
	Iteration 30Q: 3 clusters Score -1528084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1528085.625000 Penalty: 945.524475
	Iteration 31Q: 3 clusters Score -1528086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1528091.250000 Penalty: 945.524475
	Iteration 32Q: 3 clusters Score -1528091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1528092.250000 Penalty: 945.524475
	Iteration 33Q: 3 clusters Score -1528092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1528092.250000 Penalty: 945.524475
	Iteration 34Q: 3 clusters Score -1528092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1528095.375000 Penalty: 945.524475
	Iteration 35Q: 3 clusters Score -1528095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1528095.500000 Penalty: 945.524475
	Iteration 36Q: 3 clusters Score -1528096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1528095.750000 Penalty: 945.524475
	Iteration 37Q: 3 clusters Score -1528096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1528097.000000 Penalty: 945.524475
	Iteration 38Q: 3 clusters Score -1528097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1528097.000000 Penalty: 945.524475
	Iteration 39F: 3 clusters Score -1528097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -9858.284180 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -9858.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9570.796875 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -9570.797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9637.010742 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -9637.011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9652.885742 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -9652.886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9658.396484 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -9658.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9659.162109 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -9659.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9660.282227 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -9660.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9663.353516 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -9663.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9664.371094 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -9664.371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9664.371094 Penalty: 482.146881
	Iteration 8F: 3 clusters Score -9664.371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -33326.117188 Penalty: 298.655426
	Iteration 0F: 2 clusters Score -33326.12 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 373 members 
Entering Unmasked Estep 
Score: -32698.527344 Penalty: 597.310852
	Iteration 0F: 3 clusters Score -32698.53 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32868.222656 Penalty: 597.310852
	Iteration 1F: 3 clusters Score -32868.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32905.269531 Penalty: 597.310852
	Iteration 2F: 3 clusters Score -32905.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32921.316406 Penalty: 597.310852
	Iteration 3Q: 3 clusters Score -32921.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32935.589844 Penalty: 597.310852
	Iteration 4Q: 3 clusters Score -32935.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32942.132812 Penalty: 597.310852
	Iteration 5Q: 3 clusters Score -32942.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32944.078125 Penalty: 597.310852
	Iteration 6Q: 3 clusters Score -32944.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32946.179688 Penalty: 597.310852
	Iteration 7Q: 3 clusters Score -32946.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -32948.019531 Penalty: 597.310852
	Iteration 8Q: 3 clusters Score -32948.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32948.707031 Penalty: 597.310852
	Iteration 9Q: 3 clusters Score -32948.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32950.257812 Penalty: 597.310852
	Iteration 10Q: 3 clusters Score -32950.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32951.062500 Penalty: 597.310852
	Iteration 11Q: 3 clusters Score -32951.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -32951.847656 Penalty: 597.310852
	Iteration 12Q: 3 clusters Score -32951.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -32952.632812 Penalty: 597.310852
	Iteration 13Q: 3 clusters Score -32952.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -32954.531250 Penalty: 597.310852
	Iteration 14Q: 3 clusters Score -32954.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -32955.449219 Penalty: 597.310852
	Iteration 15Q: 3 clusters Score -32955.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -32958.363281 Penalty: 597.310852
	Iteration 16Q: 3 clusters Score -32958.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32962.695312 Penalty: 597.310852
	Iteration 17Q: 3 clusters Score -32962.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32969.523438 Penalty: 597.310852
	Iteration 18Q: 3 clusters Score -32969.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -32975.664062 Penalty: 597.310852
	Iteration 19Q: 3 clusters Score -32975.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -32986.394531 Penalty: 597.310852
	Iteration 20F: 3 clusters Score -32986.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32994.210938 Penalty: 597.310852
	Iteration 21Q: 3 clusters Score -32994.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -32997.683594 Penalty: 597.310852
	Iteration 22Q: 3 clusters Score -32997.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -33001.433594 Penalty: 597.310852
	Iteration 23Q: 3 clusters Score -33001.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33004.113281 Penalty: 597.310852
	Iteration 24Q: 3 clusters Score -33004.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33006.078125 Penalty: 597.310852
	Iteration 25Q: 3 clusters Score -33006.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -33007.816406 Penalty: 597.310852
	Iteration 26Q: 3 clusters Score -33007.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33009.964844 Penalty: 597.310852
	Iteration 27Q: 3 clusters Score -33009.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33013.425781 Penalty: 597.310852
	Iteration 28Q: 3 clusters Score -33013.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -33014.285156 Penalty: 597.310852
	Iteration 29Q: 3 clusters Score -33014.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -33014.285156 Penalty: 597.310852
	Iteration 30F: 3 clusters Score -33014.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -77201.554688 Penalty: 338.070190
	Iteration 0F: 2 clusters Score -77201.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75953.843750 Penalty: 676.140381
	Iteration 0F: 3 clusters Score -75953.84 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -76359.500000 Penalty: 676.140381
	Iteration 1F: 3 clusters Score -76359.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -76414.117188 Penalty: 676.140381
	Iteration 2F: 3 clusters Score -76414.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -76447.914062 Penalty: 676.140381
	Iteration 3Q: 3 clusters Score -76447.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -76481.140625 Penalty: 676.140381
	Iteration 4Q: 3 clusters Score -76481.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76545.406250 Penalty: 676.140381
	Iteration 5Q: 3 clusters Score -76545.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76632.414062 Penalty: 676.140381
	Iteration 6F: 3 clusters Score -76632.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76729.523438 Penalty: 676.140381
	Iteration 7F: 3 clusters Score -76729.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76826.695312 Penalty: 676.140381
	Iteration 8F: 3 clusters Score -76826.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76891.250000 Penalty: 676.140381
	Iteration 9Q: 3 clusters Score -76891.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76922.085938 Penalty: 676.140381
	Iteration 10Q: 3 clusters Score -76922.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76947.617188 Penalty: 676.140381
	Iteration 11Q: 3 clusters Score -76947.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76968.671875 Penalty: 676.140381
	Iteration 12Q: 3 clusters Score -76968.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77002.023438 Penalty: 676.140381
	Iteration 13Q: 3 clusters Score -77002.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77043.421875 Penalty: 676.140381
	Iteration 14Q: 3 clusters Score -77043.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77066.367188 Penalty: 676.140381
	Iteration 15Q: 3 clusters Score -77066.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77078.164062 Penalty: 676.140381
	Iteration 16Q: 3 clusters Score -77078.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77084.718750 Penalty: 676.140381
	Iteration 17Q: 3 clusters Score -77084.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77085.031250 Penalty: 676.140381
	Iteration 18Q: 3 clusters Score -77085.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77085.031250 Penalty: 676.140381
	Iteration 19F: 3 clusters Score -77085.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6149.100098 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5897.800781 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -5897.801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5929.578125 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -5929.578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5944.768555 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -5944.769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5951.884277 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -5951.884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5979.810059 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -5979.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5993.021484 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -5993.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5995.692871 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -5995.693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5999.522461 Penalty: 450.980286
	Iteration 7Q: 3 clusters Score -5999.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5999.522461 Penalty: 450.980286
	Iteration 8F: 3 clusters Score -5999.522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -552119.812500 Penalty: 421.781769
	Iteration 0F: 2 clusters Score -552119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -545011.687500 Penalty: 843.563538
	Iteration 0F: 3 clusters Score -545011.7 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -547940.750000 Penalty: 843.563538
	Iteration 1F: 3 clusters Score -547940.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -548293.312500 Penalty: 843.563538
	Iteration 2F: 3 clusters Score -548293.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -548768.062500 Penalty: 843.563538
	Iteration 3F: 3 clusters Score -548768.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -549312.750000 Penalty: 843.563538
	Iteration 4F: 3 clusters Score -549312.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -549820.187500 Penalty: 843.563538
	Iteration 5F: 3 clusters Score -549820.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -550188.250000 Penalty: 843.563538
	Iteration 6Q: 3 clusters Score -550188.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -550400.875000 Penalty: 843.563538
	Iteration 7Q: 3 clusters Score -550400.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -550551.625000 Penalty: 843.563538
	Iteration 8Q: 3 clusters Score -550551.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -550682.125000 Penalty: 843.563538
	Iteration 9Q: 3 clusters Score -550682.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -550781.625000 Penalty: 843.563538
	Iteration 10Q: 3 clusters Score -550781.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -550887.500000 Penalty: 843.563538
	Iteration 11Q: 3 clusters Score -550887.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -550977.812500 Penalty: 843.563538
	Iteration 12Q: 3 clusters Score -550977.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -551074.250000 Penalty: 843.563538
	Iteration 13Q: 3 clusters Score -551074.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -551163.312500 Penalty: 843.563538
	Iteration 14Q: 3 clusters Score -551163.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -551246.000000 Penalty: 843.563538
	Iteration 15Q: 3 clusters Score -551246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -551319.687500 Penalty: 843.563538
	Iteration 16Q: 3 clusters Score -551319.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -551385.812500 Penalty: 843.563538
	Iteration 17Q: 3 clusters Score -551385.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -551442.187500 Penalty: 843.563538
	Iteration 18Q: 3 clusters Score -551442.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -551496.062500 Penalty: 843.563538
	Iteration 19Q: 3 clusters Score -551496.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -551537.687500 Penalty: 843.563538
	Iteration 20F: 3 clusters Score -551537.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -551569.375000 Penalty: 843.563538
	Iteration 21Q: 3 clusters Score -551569.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -551596.687500 Penalty: 843.563538
	Iteration 22Q: 3 clusters Score -551596.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -551620.375000 Penalty: 843.563538
	Iteration 23Q: 3 clusters Score -551620.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -551636.250000 Penalty: 843.563538
	Iteration 24Q: 3 clusters Score -551636.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -551652.625000 Penalty: 843.563538
	Iteration 25Q: 3 clusters Score -551652.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -551671.562500 Penalty: 843.563538
	Iteration 26Q: 3 clusters Score -551671.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -551692.312500 Penalty: 843.563538
	Iteration 27Q: 3 clusters Score -551692.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -551704.812500 Penalty: 843.563538
	Iteration 28Q: 3 clusters Score -551704.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -551714.625000 Penalty: 843.563538
	Iteration 29Q: 3 clusters Score -551714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -551719.250000 Penalty: 843.563538
	Iteration 30Q: 3 clusters Score -551719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -551724.312500 Penalty: 843.563538
	Iteration 31Q: 3 clusters Score -551724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -551730.187500 Penalty: 843.563538
	Iteration 32Q: 3 clusters Score -551730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -551733.812500 Penalty: 843.563538
	Iteration 33Q: 3 clusters Score -551733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -551741.875000 Penalty: 843.563538
	Iteration 34Q: 3 clusters Score -551741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -551746.000000 Penalty: 843.563538
	Iteration 35Q: 3 clusters Score -551746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -551748.875000 Penalty: 843.563538
	Iteration 36Q: 3 clusters Score -551748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -551749.312500 Penalty: 843.563538
	Iteration 37Q: 3 clusters Score -551749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -551752.500000 Penalty: 843.563538
	Iteration 38Q: 3 clusters Score -551752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -551754.375000 Penalty: 843.563538
	Iteration 39Q: 3 clusters Score -551754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -551754.937500 Penalty: 843.563538
	Iteration 40F: 3 clusters Score -551754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -551755.750000 Penalty: 843.563538
	Iteration 41Q: 3 clusters Score -551755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -551756.875000 Penalty: 843.563538
	Iteration 42Q: 3 clusters Score -551756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -551756.875000 Penalty: 843.563538
	Iteration 43F: 3 clusters Score -551756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -53197.046875 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -53197.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52355.773438 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -52355.77 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52553.988281 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -52553.99 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52591.343750 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -52591.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52631.066406 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -52631.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52657.871094 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -52657.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52688.605469 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -52688.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -52715.917969 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -52715.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -52748.585938 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -52748.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52771.074219 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -52771.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -52794.375000 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -52794.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52810.687500 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -52810.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -52831.039062 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -52831.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -52850.210938 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -52850.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -52863.300781 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -52863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52874.367188 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -52874.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -52890.039062 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -52890.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52902.089844 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -52902.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52907.847656 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -52907.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52911.992188 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -52911.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52914.222656 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -52914.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52918.941406 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -52918.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52923.667969 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -52923.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52927.187500 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -52927.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52936.210938 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -52936.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -52944.085938 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -52944.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52950.906250 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -52950.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52953.742188 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -52953.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52954.976562 Penalty: 632.262268
	Iteration 27Q: 3 clusters Score -52954.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52955.140625 Penalty: 632.262268
	Iteration 28Q: 3 clusters Score -52955.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52955.140625 Penalty: 632.262268
	Iteration 29F: 3 clusters Score -52955.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Entering Unmasked Estep 
Score: -3560.953857 Penalty: 202.140640
	Iteration 0F: 2 clusters Score -3560.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3376.357910 Penalty: 404.281281
	Iteration 0F: 3 clusters Score -3376.358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3409.333984 Penalty: 404.281281
	Iteration 1F: 3 clusters Score -3409.334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3414.406494 Penalty: 404.281281
	Iteration 2F: 3 clusters Score -3414.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (39350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Entering Unmasked Estep 
Score: -2021563.375000 Penalty: 481.401459
	Iteration 0F: 2 clusters Score -2021563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1995102.375000 Penalty: 962.802917
	Iteration 0F: 3 clusters Score -1995102 nChanged 19007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2006738.125000 Penalty: 962.802917
	Iteration 1F: 3 clusters Score -2006738 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2007513.000000 Penalty: 962.802917
	Iteration 2Q: 3 clusters Score -2007513 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2008705.000000 Penalty: 962.802917
	Iteration 3F: 3 clusters Score -2008705 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2010664.750000 Penalty: 962.802917
	Iteration 4F: 3 clusters Score -2010665 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2013178.875000 Penalty: 962.802917
	Iteration 5F: 3 clusters Score -2013179 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2015441.250000 Penalty: 962.802917
	Iteration 6F: 3 clusters Score -2015441 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2016767.000000 Penalty: 962.802917
	Iteration 7Q: 3 clusters Score -2016767 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2017430.625000 Penalty: 962.802917
	Iteration 8Q: 3 clusters Score -2017431 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2017835.875000 Penalty: 962.802917
	Iteration 9Q: 3 clusters Score -2017836 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2018211.750000 Penalty: 962.802917
	Iteration 10Q: 3 clusters Score -2018212 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2018609.625000 Penalty: 962.802917
	Iteration 11Q: 3 clusters Score -2018610 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2019002.375000 Penalty: 962.802917
	Iteration 12Q: 3 clusters Score -2019002 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2019312.250000 Penalty: 962.802917
	Iteration 13Q: 3 clusters Score -2019312 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2019582.625000 Penalty: 962.802917
	Iteration 14Q: 3 clusters Score -2019583 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2019810.750000 Penalty: 962.802917
	Iteration 15Q: 3 clusters Score -2019811 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2019999.000000 Penalty: 962.802917
	Iteration 16Q: 3 clusters Score -2019999 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2020167.625000 Penalty: 962.802917
	Iteration 17Q: 3 clusters Score -2020168 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2020301.000000 Penalty: 962.802917
	Iteration 18Q: 3 clusters Score -2020301 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2020407.000000 Penalty: 962.802917
	Iteration 19Q: 3 clusters Score -2020407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2020486.625000 Penalty: 962.802917
	Iteration 20F: 3 clusters Score -2020487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2020563.500000 Penalty: 962.802917
	Iteration 21Q: 3 clusters Score -2020564 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2020609.500000 Penalty: 962.802917
	Iteration 22Q: 3 clusters Score -2020610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2020663.875000 Penalty: 962.802917
	Iteration 23Q: 3 clusters Score -2020664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2020720.750000 Penalty: 962.802917
	Iteration 24Q: 3 clusters Score -2020721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2020765.875000 Penalty: 962.802917
	Iteration 25Q: 3 clusters Score -2020766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2020806.750000 Penalty: 962.802917
	Iteration 26Q: 3 clusters Score -2020807 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2020839.750000 Penalty: 962.802917
	Iteration 27Q: 3 clusters Score -2020840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2020871.625000 Penalty: 962.802917
	Iteration 28Q: 3 clusters Score -2020872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2020890.000000 Penalty: 962.802917
	Iteration 29Q: 3 clusters Score -2020890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2020909.125000 Penalty: 962.802917
	Iteration 30Q: 3 clusters Score -2020909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2020922.375000 Penalty: 962.802917
	Iteration 31Q: 3 clusters Score -2020922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2020935.750000 Penalty: 962.802917
	Iteration 32Q: 3 clusters Score -2020936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2020945.375000 Penalty: 962.802917
	Iteration 33Q: 3 clusters Score -2020945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2020957.500000 Penalty: 962.802917
	Iteration 34Q: 3 clusters Score -2020958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2020962.875000 Penalty: 962.802917
	Iteration 35Q: 3 clusters Score -2020963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2020970.000000 Penalty: 962.802917
	Iteration 36Q: 3 clusters Score -2020970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2020983.125000 Penalty: 962.802917
	Iteration 37Q: 3 clusters Score -2020983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2020988.875000 Penalty: 962.802917
	Iteration 38Q: 3 clusters Score -2020989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2020994.000000 Penalty: 962.802917
	Iteration 39Q: 3 clusters Score -2020994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2021011.250000 Penalty: 962.802917
	Iteration 40F: 3 clusters Score -2021011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2021028.875000 Penalty: 962.802917
	Iteration 41Q: 3 clusters Score -2021029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2021046.750000 Penalty: 962.802917
	Iteration 42Q: 3 clusters Score -2021047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2021059.750000 Penalty: 962.802917
	Iteration 43Q: 3 clusters Score -2021060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2021076.875000 Penalty: 962.802917
	Iteration 44Q: 3 clusters Score -2021077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2021084.750000 Penalty: 962.802917
	Iteration 45Q: 3 clusters Score -2021085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2021096.500000 Penalty: 962.802917
	Iteration 46Q: 3 clusters Score -2021096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2021104.125000 Penalty: 962.802917
	Iteration 47Q: 3 clusters Score -2021104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2021114.125000 Penalty: 962.802917
	Iteration 48Q: 3 clusters Score -2021114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2021115.625000 Penalty: 962.802917
	Iteration 49Q: 3 clusters Score -2021116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2021117.000000 Penalty: 962.802917
	Iteration 50Q: 3 clusters Score -2021117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2021119.250000 Penalty: 962.802917
	Iteration 51Q: 3 clusters Score -2021119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2021122.875000 Penalty: 962.802917
	Iteration 52Q: 3 clusters Score -2021123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2021124.250000 Penalty: 962.802917
	Iteration 53Q: 3 clusters Score -2021124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2021124.500000 Penalty: 962.802917
	Iteration 54Q: 3 clusters Score -2021124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2021133.500000 Penalty: 962.802917
	Iteration 55Q: 3 clusters Score -2021134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2021135.375000 Penalty: 962.802917
	Iteration 56Q: 3 clusters Score -2021135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2021136.125000 Penalty: 962.802917
	Iteration 57Q: 3 clusters Score -2021136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2021139.000000 Penalty: 962.802917
	Iteration 58Q: 3 clusters Score -2021139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2021145.500000 Penalty: 962.802917
	Iteration 59Q: 3 clusters Score -2021146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2021152.500000 Penalty: 962.802917
	Iteration 60F: 3 clusters Score -2021152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2021157.000000 Penalty: 962.802917
	Iteration 61Q: 3 clusters Score -2021157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2021161.750000 Penalty: 962.802917
	Iteration 62Q: 3 clusters Score -2021162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2021171.000000 Penalty: 962.802917
	Iteration 63Q: 3 clusters Score -2021171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2021178.000000 Penalty: 962.802917
	Iteration 64Q: 3 clusters Score -2021178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2021186.750000 Penalty: 962.802917
	Iteration 65Q: 3 clusters Score -2021187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2021189.125000 Penalty: 962.802917
	Iteration 66Q: 3 clusters Score -2021189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2021190.000000 Penalty: 962.802917
	Iteration 67Q: 3 clusters Score -2021190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2021193.750000 Penalty: 962.802917
	Iteration 68Q: 3 clusters Score -2021194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2021194.500000 Penalty: 962.802917
	Iteration 69Q: 3 clusters Score -2021194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2021194.250000 Penalty: 962.802917
	Iteration 70Q: 3 clusters Score -2021194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2021195.375000 Penalty: 962.802917
	Iteration 71Q: 3 clusters Score -2021195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2021198.625000 Penalty: 962.802917
	Iteration 72Q: 3 clusters Score -2021199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2021201.000000 Penalty: 962.802917
	Iteration 73Q: 3 clusters Score -2021201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2021201.000000 Penalty: 962.802917
	Iteration 74Q: 3 clusters Score -2021201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2021199.625000 Penalty: 962.802917
	Iteration 75Q: 3 clusters Score -2021200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2021199.625000 Penalty: 962.802917
	Iteration 76F: 3 clusters Score -2021200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (340385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340385 members 
Entering Unmasked Estep 
Score: -16544720.000000 Penalty: 579.571411
	Iteration 0F: 2 clusters Score -1.654472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -16335554.000000 Penalty: 1159.142822
	Iteration 0F: 3 clusters Score -1.633555e+07 nChanged 168239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174771 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -16443239.000000 Penalty: 1159.142822
	Iteration 1F: 3 clusters Score -1.644324e+07 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -16450852.000000 Penalty: 1159.142822
	Iteration 2Q: 3 clusters Score -1.645085e+07 nChanged 19696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182243 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -16464267.000000 Penalty: 1159.142822
	Iteration 3F: 3 clusters Score -1.646427e+07 nChanged 23555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184822 members 
Mstep: Class 2 contains 155563 members 
Entering Unmasked Estep 
Score: -16483494.000000 Penalty: 1159.142822
	Iteration 4F: 3 clusters Score -1.648349e+07 nChanged 23154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185472 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -16498083.000000 Penalty: 1159.142822
	Iteration 5F: 3 clusters Score -1.649808e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185332 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -16502793.000000 Penalty: 1159.142822
	Iteration 6Q: 3 clusters Score -1.650279e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185376 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -16503598.000000 Penalty: 1159.142822
	Iteration 7Q: 3 clusters Score -1.65036e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185542 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -16503868.000000 Penalty: 1159.142822
	Iteration 8Q: 3 clusters Score -1.650387e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -16503924.000000 Penalty: 1159.142822
	Iteration 9Q: 3 clusters Score -1.650392e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185747 members 
Mstep: Class 2 contains 154638 members 
Entering Unmasked Estep 
Score: -16503892.000000 Penalty: 1159.142822
	Iteration 10Q: 3 clusters Score -1.650389e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185881 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -16503939.000000 Penalty: 1159.142822
	Iteration 11Q: 3 clusters Score -1.650394e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185975 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -16503973.000000 Penalty: 1159.142822
	Iteration 12Q: 3 clusters Score -1.650397e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186019 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -16503939.000000 Penalty: 1159.142822
	Iteration 13Q: 3 clusters Score -1.650394e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186038 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -16504025.000000 Penalty: 1159.142822
	Iteration 14Q: 3 clusters Score -1.650402e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -16504070.000000 Penalty: 1159.142822
	Iteration 15Q: 3 clusters Score -1.650407e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186033 members 
Mstep: Class 2 contains 154352 members 
Entering Unmasked Estep 
Score: -16504109.000000 Penalty: 1159.142822
	Iteration 16Q: 3 clusters Score -1.650411e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 154484 members 
Entering Unmasked Estep 
Score: -16504150.000000 Penalty: 1159.142822
	Iteration 17Q: 3 clusters Score -1.650415e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185637 members 
Mstep: Class 2 contains 154748 members 
Entering Unmasked Estep 
Score: -16504181.000000 Penalty: 1159.142822
	Iteration 18Q: 3 clusters Score -1.650418e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185427 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -16504198.000000 Penalty: 1159.142822
	Iteration 19Q: 3 clusters Score -1.65042e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185183 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -16504243.000000 Penalty: 1159.142822
	Iteration 20F: 3 clusters Score -1.650424e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184855 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -16504438.000000 Penalty: 1159.142822
	Iteration 21Q: 3 clusters Score -1.650444e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184561 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -16504540.000000 Penalty: 1159.142822
	Iteration 22Q: 3 clusters Score -1.650454e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184178 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -16504630.000000 Penalty: 1159.142822
	Iteration 23Q: 3 clusters Score -1.650463e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183854 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -16504711.000000 Penalty: 1159.142822
	Iteration 24Q: 3 clusters Score -1.650471e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183479 members 
Mstep: Class 2 contains 156906 members 
Entering Unmasked Estep 
Score: -16504705.000000 Penalty: 1159.142822
	Iteration 25Q: 3 clusters Score -1.65047e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183071 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -16504689.000000 Penalty: 1159.142822
	Iteration 26Q: 3 clusters Score -1.650469e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182678 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -16504764.000000 Penalty: 1159.142822
	Iteration 27Q: 3 clusters Score -1.650476e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182316 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -16504708.000000 Penalty: 1159.142822
	Iteration 28Q: 3 clusters Score -1.650471e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181942 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -16504718.000000 Penalty: 1159.142822
	Iteration 29Q: 3 clusters Score -1.650472e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181610 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -16504779.000000 Penalty: 1159.142822
	Iteration 30Q: 3 clusters Score -1.650478e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181312 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -16504792.000000 Penalty: 1159.142822
	Iteration 31Q: 3 clusters Score -1.650479e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181079 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -16504807.000000 Penalty: 1159.142822
	Iteration 32Q: 3 clusters Score -1.650481e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180900 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -16504843.000000 Penalty: 1159.142822
	Iteration 33Q: 3 clusters Score -1.650484e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -16504921.000000 Penalty: 1159.142822
	Iteration 34Q: 3 clusters Score -1.650492e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180507 members 
Mstep: Class 2 contains 159878 members 
Entering Unmasked Estep 
Score: -16505010.000000 Penalty: 1159.142822
	Iteration 35Q: 3 clusters Score -1.650501e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -16505041.000000 Penalty: 1159.142822
	Iteration 36Q: 3 clusters Score -1.650504e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -16505002.000000 Penalty: 1159.142822
	Iteration 37Q: 3 clusters Score -1.6505e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -16505054.000000 Penalty: 1159.142822
	Iteration 38Q: 3 clusters Score -1.650505e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179838 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -16505100.000000 Penalty: 1159.142822
	Iteration 39Q: 3 clusters Score -1.65051e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179681 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -16505127.000000 Penalty: 1159.142822
	Iteration 40F: 3 clusters Score -1.650513e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179481 members 
Mstep: Class 2 contains 160904 members 
Entering Unmasked Estep 
Score: -16505109.000000 Penalty: 1159.142822
	Iteration 41Q: 3 clusters Score -1.650511e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -16505102.000000 Penalty: 1159.142822
	Iteration 42Q: 3 clusters Score -1.65051e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -16505143.000000 Penalty: 1159.142822
	Iteration 43Q: 3 clusters Score -1.650514e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179143 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -16505197.000000 Penalty: 1159.142822
	Iteration 44Q: 3 clusters Score -1.65052e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 161334 members 
Entering Unmasked Estep 
Score: -16505233.000000 Penalty: 1159.142822
	Iteration 45Q: 3 clusters Score -1.650523e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -16505227.000000 Penalty: 1159.142822
	Iteration 46Q: 3 clusters Score -1.650523e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178950 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -16505239.000000 Penalty: 1159.142822
	Iteration 47Q: 3 clusters Score -1.650524e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -16505266.000000 Penalty: 1159.142822
	Iteration 48Q: 3 clusters Score -1.650527e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178977 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -16505280.000000 Penalty: 1159.142822
	Iteration 49Q: 3 clusters Score -1.650528e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178969 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -16505382.000000 Penalty: 1159.142822
	Iteration 50Q: 3 clusters Score -1.650538e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 161386 members 
Entering Unmasked Estep 
Score: -16505408.000000 Penalty: 1159.142822
	Iteration 51Q: 3 clusters Score -1.650541e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -16505450.000000 Penalty: 1159.142822
	Iteration 52Q: 3 clusters Score -1.650545e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -16505493.000000 Penalty: 1159.142822
	Iteration 53Q: 3 clusters Score -1.650549e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -16505480.000000 Penalty: 1159.142822
	Iteration 54Q: 3 clusters Score -1.650548e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178789 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -16505463.000000 Penalty: 1159.142822
	Iteration 55Q: 3 clusters Score -1.650546e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -16505524.000000 Penalty: 1159.142822
	Iteration 56Q: 3 clusters Score -1.650552e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178771 members 
Mstep: Class 2 contains 161614 members 
Entering Unmasked Estep 
Score: -16505555.000000 Penalty: 1159.142822
	Iteration 57Q: 3 clusters Score -1.650556e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178803 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -16505578.000000 Penalty: 1159.142822
	Iteration 58Q: 3 clusters Score -1.650558e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -16505615.000000 Penalty: 1159.142822
	Iteration 59Q: 3 clusters Score -1.650562e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178929 members 
Mstep: Class 2 contains 161456 members 
Entering Unmasked Estep 
Score: -16505696.000000 Penalty: 1159.142822
	Iteration 60F: 3 clusters Score -1.65057e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178961 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -16505807.000000 Penalty: 1159.142822
	Iteration 61Q: 3 clusters Score -1.650581e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -16505843.000000 Penalty: 1159.142822
	Iteration 62Q: 3 clusters Score -1.650584e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 161312 members 
Entering Unmasked Estep 
Score: -16505981.000000 Penalty: 1159.142822
	Iteration 63Q: 3 clusters Score -1.650598e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -16506023.000000 Penalty: 1159.142822
	Iteration 64Q: 3 clusters Score -1.650602e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -16506096.000000 Penalty: 1159.142822
	Iteration 65Q: 3 clusters Score -1.65061e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179324 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -16506079.000000 Penalty: 1159.142822
	Iteration 66Q: 3 clusters Score -1.650608e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179393 members 
Mstep: Class 2 contains 160992 members 
Entering Unmasked Estep 
Score: -16506201.000000 Penalty: 1159.142822
	Iteration 67Q: 3 clusters Score -1.65062e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -16506370.000000 Penalty: 1159.142822
	Iteration 68Q: 3 clusters Score -1.650637e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -16506458.000000 Penalty: 1159.142822
	Iteration 69Q: 3 clusters Score -1.650646e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179761 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -16506586.000000 Penalty: 1159.142822
	Iteration 70Q: 3 clusters Score -1.650659e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179830 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -16506780.000000 Penalty: 1159.142822
	Iteration 71Q: 3 clusters Score -1.650678e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179905 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -16506848.000000 Penalty: 1159.142822
	Iteration 72Q: 3 clusters Score -1.650685e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -16506871.000000 Penalty: 1159.142822
	Iteration 73Q: 3 clusters Score -1.650687e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180012 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -16507014.000000 Penalty: 1159.142822
	Iteration 74Q: 3 clusters Score -1.650701e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180015 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -16507111.000000 Penalty: 1159.142822
	Iteration 75Q: 3 clusters Score -1.650711e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179997 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -16507178.000000 Penalty: 1159.142822
	Iteration 76Q: 3 clusters Score -1.650718e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -16507360.000000 Penalty: 1159.142822
	Iteration 77Q: 3 clusters Score -1.650736e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180071 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -16507480.000000 Penalty: 1159.142822
	Iteration 78Q: 3 clusters Score -1.650748e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180098 members 
Mstep: Class 2 contains 160287 members 
Entering Unmasked Estep 
Score: -16507522.000000 Penalty: 1159.142822
	Iteration 79Q: 3 clusters Score -1.650752e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180055 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -16507597.000000 Penalty: 1159.142822
	Iteration 80F: 3 clusters Score -1.65076e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180022 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -16507645.000000 Penalty: 1159.142822
	Iteration 81Q: 3 clusters Score -1.650764e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 160365 members 
Entering Unmasked Estep 
Score: -16507733.000000 Penalty: 1159.142822
	Iteration 82Q: 3 clusters Score -1.650773e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180026 members 
Mstep: Class 2 contains 160359 members 
Entering Unmasked Estep 
Score: -16507828.000000 Penalty: 1159.142822
	Iteration 83Q: 3 clusters Score -1.650783e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179987 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -16507876.000000 Penalty: 1159.142822
	Iteration 84Q: 3 clusters Score -1.650788e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179987 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -16507915.000000 Penalty: 1159.142822
	Iteration 85Q: 3 clusters Score -1.650792e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179946 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -16508031.000000 Penalty: 1159.142822
	Iteration 86Q: 3 clusters Score -1.650803e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179933 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -16508105.000000 Penalty: 1159.142822
	Iteration 87Q: 3 clusters Score -1.65081e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179921 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -16508121.000000 Penalty: 1159.142822
	Iteration 88Q: 3 clusters Score -1.650812e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -16508211.000000 Penalty: 1159.142822
	Iteration 89Q: 3 clusters Score -1.650821e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -16508333.000000 Penalty: 1159.142822
	Iteration 90Q: 3 clusters Score -1.650833e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179781 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -16508433.000000 Penalty: 1159.142822
	Iteration 91Q: 3 clusters Score -1.650843e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179768 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -16508429.000000 Penalty: 1159.142822
	Iteration 92Q: 3 clusters Score -1.650843e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179712 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -16508529.000000 Penalty: 1159.142822
	Iteration 93Q: 3 clusters Score -1.650853e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 160730 members 
Entering Unmasked Estep 
Score: -16508645.000000 Penalty: 1159.142822
	Iteration 94Q: 3 clusters Score -1.650864e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -16508620.000000 Penalty: 1159.142822
	Iteration 95Q: 3 clusters Score -1.650862e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179490 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -16508696.000000 Penalty: 1159.142822
	Iteration 96Q: 3 clusters Score -1.65087e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179345 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -16508710.000000 Penalty: 1159.142822
	Iteration 97Q: 3 clusters Score -1.650871e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -16508771.000000 Penalty: 1159.142822
	Iteration 98Q: 3 clusters Score -1.650877e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179043 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -16508866.000000 Penalty: 1159.142822
	Iteration 99Q: 3 clusters Score -1.650887e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178864 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -16508902.000000 Penalty: 1159.142822
	Iteration 100F: 3 clusters Score -1.65089e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178708 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -16509010.000000 Penalty: 1159.142822
	Iteration 101Q: 3 clusters Score -1.650901e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -16509009.000000 Penalty: 1159.142822
	Iteration 102Q: 3 clusters Score -1.650901e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 162124 members 
Entering Unmasked Estep 
Score: -16509089.000000 Penalty: 1159.142822
	Iteration 103Q: 3 clusters Score -1.650909e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178051 members 
Mstep: Class 2 contains 162334 members 
Entering Unmasked Estep 
Score: -16509105.000000 Penalty: 1159.142822
	Iteration 104Q: 3 clusters Score -1.65091e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177794 members 
Mstep: Class 2 contains 162591 members 
Entering Unmasked Estep 
Score: -16509110.000000 Penalty: 1159.142822
	Iteration 105Q: 3 clusters Score -1.650911e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -16509155.000000 Penalty: 1159.142822
	Iteration 106Q: 3 clusters Score -1.650916e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -16509248.000000 Penalty: 1159.142822
	Iteration 107Q: 3 clusters Score -1.650925e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177214 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -16509351.000000 Penalty: 1159.142822
	Iteration 108Q: 3 clusters Score -1.650935e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177116 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -16509408.000000 Penalty: 1159.142822
	Iteration 109Q: 3 clusters Score -1.650941e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -16509494.000000 Penalty: 1159.142822
	Iteration 110Q: 3 clusters Score -1.650949e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176973 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -16509576.000000 Penalty: 1159.142822
	Iteration 111Q: 3 clusters Score -1.650958e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -16509648.000000 Penalty: 1159.142822
	Iteration 112Q: 3 clusters Score -1.650965e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 163667 members 
Entering Unmasked Estep 
Score: -16509697.000000 Penalty: 1159.142822
	Iteration 113Q: 3 clusters Score -1.65097e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -16509797.000000 Penalty: 1159.142822
	Iteration 114Q: 3 clusters Score -1.65098e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176401 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -16509891.000000 Penalty: 1159.142822
	Iteration 115Q: 3 clusters Score -1.650989e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176244 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -16509980.000000 Penalty: 1159.142822
	Iteration 116Q: 3 clusters Score -1.650998e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -16510098.000000 Penalty: 1159.142822
	Iteration 117Q: 3 clusters Score -1.65101e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -16510174.000000 Penalty: 1159.142822
	Iteration 118Q: 3 clusters Score -1.651017e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -16510303.000000 Penalty: 1159.142822
	Iteration 119Q: 3 clusters Score -1.65103e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -16510358.000000 Penalty: 1159.142822
	Iteration 120F: 3 clusters Score -1.651036e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -16510439.000000 Penalty: 1159.142822
	Iteration 121Q: 3 clusters Score -1.651044e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -16510441.000000 Penalty: 1159.142822
	Iteration 122Q: 3 clusters Score -1.651044e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175256 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -16510563.000000 Penalty: 1159.142822
	Iteration 123Q: 3 clusters Score -1.651056e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -16510700.000000 Penalty: 1159.142822
	Iteration 124Q: 3 clusters Score -1.65107e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175040 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -16510860.000000 Penalty: 1159.142822
	Iteration 125Q: 3 clusters Score -1.651086e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -16510988.000000 Penalty: 1159.142822
	Iteration 126Q: 3 clusters Score -1.651099e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -16511020.000000 Penalty: 1159.142822
	Iteration 127Q: 3 clusters Score -1.651102e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 165677 members 
Entering Unmasked Estep 
Score: -16511096.000000 Penalty: 1159.142822
	Iteration 128Q: 3 clusters Score -1.65111e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 165796 members 
Entering Unmasked Estep 
Score: -16511106.000000 Penalty: 1159.142822
	Iteration 129Q: 3 clusters Score -1.651111e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174432 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -16511175.000000 Penalty: 1159.142822
	Iteration 130Q: 3 clusters Score -1.651118e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -16511310.000000 Penalty: 1159.142822
	Iteration 131Q: 3 clusters Score -1.651131e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -16511392.000000 Penalty: 1159.142822
	Iteration 132Q: 3 clusters Score -1.651139e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -16511482.000000 Penalty: 1159.142822
	Iteration 133Q: 3 clusters Score -1.651148e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174002 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -16511521.000000 Penalty: 1159.142822
	Iteration 134Q: 3 clusters Score -1.651152e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -16511627.000000 Penalty: 1159.142822
	Iteration 135Q: 3 clusters Score -1.651163e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -16511663.000000 Penalty: 1159.142822
	Iteration 136Q: 3 clusters Score -1.651166e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 166898 members 
Entering Unmasked Estep 
Score: -16511771.000000 Penalty: 1159.142822
	Iteration 137Q: 3 clusters Score -1.651177e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173237 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -16511831.000000 Penalty: 1159.142822
	Iteration 138Q: 3 clusters Score -1.651183e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172940 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -16511911.000000 Penalty: 1159.142822
	Iteration 139Q: 3 clusters Score -1.651191e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -16511948.000000 Penalty: 1159.142822
	Iteration 140F: 3 clusters Score -1.651195e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -16512064.000000 Penalty: 1159.142822
	Iteration 141Q: 3 clusters Score -1.651206e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171894 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -16512139.000000 Penalty: 1159.142822
	Iteration 142Q: 3 clusters Score -1.651214e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -16512212.000000 Penalty: 1159.142822
	Iteration 143Q: 3 clusters Score -1.651221e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -16512275.000000 Penalty: 1159.142822
	Iteration 144Q: 3 clusters Score -1.651228e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -16512355.000000 Penalty: 1159.142822
	Iteration 145Q: 3 clusters Score -1.651236e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170139 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -16512521.000000 Penalty: 1159.142822
	Iteration 146Q: 3 clusters Score -1.651252e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169658 members 
Mstep: Class 2 contains 170727 members 
Entering Unmasked Estep 
Score: -16512523.000000 Penalty: 1159.142822
	Iteration 147Q: 3 clusters Score -1.651252e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -16512486.000000 Penalty: 1159.142822
	Iteration 148Q: 3 clusters Score -1.651249e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -16512605.000000 Penalty: 1159.142822
	Iteration 149Q: 3 clusters Score -1.65126e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168073 members 
Mstep: Class 2 contains 172312 members 
Entering Unmasked Estep 
Score: -16512682.000000 Penalty: 1159.142822
	Iteration 150Q: 3 clusters Score -1.651268e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 172893 members 
Entering Unmasked Estep 
Score: -16512847.000000 Penalty: 1159.142822
	Iteration 151Q: 3 clusters Score -1.651285e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -16512930.000000 Penalty: 1159.142822
	Iteration 152Q: 3 clusters Score -1.651293e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166312 members 
Mstep: Class 2 contains 174073 members 
Entering Unmasked Estep 
Score: -16513018.000000 Penalty: 1159.142822
	Iteration 153Q: 3 clusters Score -1.651302e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -16513099.000000 Penalty: 1159.142822
	Iteration 154Q: 3 clusters Score -1.65131e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164975 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -16513146.000000 Penalty: 1159.142822
	Iteration 155Q: 3 clusters Score -1.651315e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 176174 members 
Entering Unmasked Estep 
Score: -16513263.000000 Penalty: 1159.142822
	Iteration 156Q: 3 clusters Score -1.651326e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 177034 members 
Entering Unmasked Estep 
Score: -16513337.000000 Penalty: 1159.142822
	Iteration 157Q: 3 clusters Score -1.651334e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -16513485.000000 Penalty: 1159.142822
	Iteration 158Q: 3 clusters Score -1.651348e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 178972 members 
Entering Unmasked Estep 
Score: -16513571.000000 Penalty: 1159.142822
	Iteration 159Q: 3 clusters Score -1.651357e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -16513629.000000 Penalty: 1159.142822
	Iteration 160F: 3 clusters Score -1.651363e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 181341 members 
Entering Unmasked Estep 
Score: -16513824.000000 Penalty: 1159.142822
	Iteration 161Q: 3 clusters Score -1.651382e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 182680 members 
Entering Unmasked Estep 
Score: -16513871.000000 Penalty: 1159.142822
	Iteration 162Q: 3 clusters Score -1.651387e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -16513980.000000 Penalty: 1159.142822
	Iteration 163Q: 3 clusters Score -1.651398e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 185670 members 
Entering Unmasked Estep 
Score: -16514027.000000 Penalty: 1159.142822
	Iteration 164Q: 3 clusters Score -1.651403e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 187260 members 
Entering Unmasked Estep 
Score: -16514146.000000 Penalty: 1159.142822
	Iteration 165Q: 3 clusters Score -1.651415e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 188973 members 
Entering Unmasked Estep 
Score: -16514279.000000 Penalty: 1159.142822
	Iteration 166Q: 3 clusters Score -1.651428e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149608 members 
Mstep: Class 2 contains 190777 members 
Entering Unmasked Estep 
Score: -16514323.000000 Penalty: 1159.142822
	Iteration 167Q: 3 clusters Score -1.651432e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -16514375.000000 Penalty: 1159.142822
	Iteration 168Q: 3 clusters Score -1.651438e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145520 members 
Mstep: Class 2 contains 194865 members 
Entering Unmasked Estep 
Score: -16514765.000000 Penalty: 1159.142822
	Iteration 169Q: 3 clusters Score -1.651476e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 197101 members 
Entering Unmasked Estep 
Score: -16515046.000000 Penalty: 1159.142822
	Iteration 170Q: 3 clusters Score -1.651505e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 199536 members 
Entering Unmasked Estep 
Score: -16515208.000000 Penalty: 1159.142822
	Iteration 171Q: 3 clusters Score -1.651521e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138146 members 
Mstep: Class 2 contains 202239 members 
Entering Unmasked Estep 
Score: -16515508.000000 Penalty: 1159.142822
	Iteration 172Q: 3 clusters Score -1.651551e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 205154 members 
Entering Unmasked Estep 
Score: -16515817.000000 Penalty: 1159.142822
	Iteration 173Q: 3 clusters Score -1.651582e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 208325 members 
Entering Unmasked Estep 
Score: -16516256.000000 Penalty: 1159.142822
	Iteration 174Q: 3 clusters Score -1.651626e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 211607 members 
Entering Unmasked Estep 
Score: -16516866.000000 Penalty: 1159.142822
	Iteration 175Q: 3 clusters Score -1.651687e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 214984 members 
Entering Unmasked Estep 
Score: -16517240.000000 Penalty: 1159.142822
	Iteration 176Q: 3 clusters Score -1.651724e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 218510 members 
Entering Unmasked Estep 
Score: -16517849.000000 Penalty: 1159.142822
	Iteration 177Q: 3 clusters Score -1.651785e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 222082 members 
Entering Unmasked Estep 
Score: -16518288.000000 Penalty: 1159.142822
	Iteration 178Q: 3 clusters Score -1.651829e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 225635 members 
Entering Unmasked Estep 
Score: -16518794.000000 Penalty: 1159.142822
	Iteration 179Q: 3 clusters Score -1.651879e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 229300 members 
Entering Unmasked Estep 
Score: -16519475.000000 Penalty: 1159.142822
	Iteration 180F: 3 clusters Score -1.651948e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 233141 members 
Entering Unmasked Estep 
Score: -16520050.000000 Penalty: 1159.142822
	Iteration 181Q: 3 clusters Score -1.652005e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 237092 members 
Entering Unmasked Estep 
Score: -16520688.000000 Penalty: 1159.142822
	Iteration 182Q: 3 clusters Score -1.652069e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 241059 members 
Entering Unmasked Estep 
Score: -16521389.000000 Penalty: 1159.142822
	Iteration 183Q: 3 clusters Score -1.652139e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 245115 members 
Entering Unmasked Estep 
Score: -16522106.000000 Penalty: 1159.142822
	Iteration 184Q: 3 clusters Score -1.652211e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 249179 members 
Entering Unmasked Estep 
Score: -16523034.000000 Penalty: 1159.142822
	Iteration 185Q: 3 clusters Score -1.652303e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 253228 members 
Entering Unmasked Estep 
Score: -16523753.000000 Penalty: 1159.142822
	Iteration 186Q: 3 clusters Score -1.652375e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 257352 members 
Entering Unmasked Estep 
Score: -16524480.000000 Penalty: 1159.142822
	Iteration 187Q: 3 clusters Score -1.652448e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 261478 members 
Entering Unmasked Estep 
Score: -16525108.000000 Penalty: 1159.142822
	Iteration 188Q: 3 clusters Score -1.652511e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 265450 members 
Entering Unmasked Estep 
Score: -16525677.000000 Penalty: 1159.142822
	Iteration 189Q: 3 clusters Score -1.652568e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 269335 members 
Entering Unmasked Estep 
Score: -16526086.000000 Penalty: 1159.142822
	Iteration 190Q: 3 clusters Score -1.652609e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 273111 members 
Entering Unmasked Estep 
Score: -16526780.000000 Penalty: 1159.142822
	Iteration 191Q: 3 clusters Score -1.652678e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 276766 members 
Entering Unmasked Estep 
Score: -16527477.000000 Penalty: 1159.142822
	Iteration 192Q: 3 clusters Score -1.652748e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 280349 members 
Entering Unmasked Estep 
Score: -16528411.000000 Penalty: 1159.142822
	Iteration 193Q: 3 clusters Score -1.652841e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 283810 members 
Entering Unmasked Estep 
Score: -16529246.000000 Penalty: 1159.142822
	Iteration 194Q: 3 clusters Score -1.652925e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 287028 members 
Entering Unmasked Estep 
Score: -16529814.000000 Penalty: 1159.142822
	Iteration 195Q: 3 clusters Score -1.652981e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 290152 members 
Entering Unmasked Estep 
Score: -16530309.000000 Penalty: 1159.142822
	Iteration 196Q: 3 clusters Score -1.653031e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 293067 members 
Entering Unmasked Estep 
Score: -16530942.000000 Penalty: 1159.142822
	Iteration 197Q: 3 clusters Score -1.653094e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 295907 members 
Entering Unmasked Estep 
Score: -16531690.000000 Penalty: 1159.142822
	Iteration 198Q: 3 clusters Score -1.653169e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 298662 members 
Entering Unmasked Estep 
Score: -16532456.000000 Penalty: 1159.142822
	Iteration 199Q: 3 clusters Score -1.653246e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 301340 members 
Entering Unmasked Estep 
Score: -16533280.000000 Penalty: 1159.142822
	Iteration 200F: 3 clusters Score -1.653328e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 303930 members 
Entering Unmasked Estep 
Score: -16534045.000000 Penalty: 1159.142822
	Iteration 201Q: 3 clusters Score -1.653404e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 306488 members 
Entering Unmasked Estep 
Score: -16534622.000000 Penalty: 1159.142822
	Iteration 202Q: 3 clusters Score -1.653462e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 308866 members 
Entering Unmasked Estep 
Score: -16535215.000000 Penalty: 1159.142822
	Iteration 203Q: 3 clusters Score -1.653522e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 311277 members 
Entering Unmasked Estep 
Score: -16535633.000000 Penalty: 1159.142822
	Iteration 204Q: 3 clusters Score -1.653563e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 313712 members 
Entering Unmasked Estep 
Score: -16536199.000000 Penalty: 1159.142822
	Iteration 205Q: 3 clusters Score -1.65362e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 316239 members 
Entering Unmasked Estep 
Score: -16537010.000000 Penalty: 1159.142822
	Iteration 206Q: 3 clusters Score -1.653701e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 318861 members 
Entering Unmasked Estep 
Score: -16538097.000000 Penalty: 1159.142822
	Iteration 207Q: 3 clusters Score -1.65381e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 321607 members 
Entering Unmasked Estep 
Score: -16539318.000000 Penalty: 1159.142822
	Iteration 208Q: 3 clusters Score -1.653932e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 324449 members 
Entering Unmasked Estep 
Score: -16540796.000000 Penalty: 1159.142822
	Iteration 209Q: 3 clusters Score -1.65408e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 327242 members 
Entering Unmasked Estep 
Score: -16542214.000000 Penalty: 1159.142822
	Iteration 210Q: 3 clusters Score -1.654221e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 329764 members 
Entering Unmasked Estep 
Score: -16543349.000000 Penalty: 1159.142822
	Iteration 211Q: 3 clusters Score -1.654335e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 332009 members 
Entering Unmasked Estep 
Score: -16544528.000000 Penalty: 1159.142822
	Iteration 212Q: 3 clusters Score -1.654453e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 333926 members 
Entering Unmasked Estep 
Score: -16545264.000000 Penalty: 1159.142822
	Iteration 213Q: 3 clusters Score -1.654526e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 335466 members 
Entering Unmasked Estep 
Score: -16545309.000000 Penalty: 1159.142822
	Iteration 214Q: 3 clusters Score -1.654531e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 336640 members 
Entering Unmasked Estep 
Score: -16545221.000000 Penalty: 1159.142822
	Iteration 215Q: 3 clusters Score -1.654522e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 337449 members 
Entering Unmasked Estep 
Score: -16545118.000000 Penalty: 1159.142822
	Iteration 216Q: 3 clusters Score -1.654512e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 338034 members 
Entering Unmasked Estep 
Score: -16545094.000000 Penalty: 1159.142822
	Iteration 217Q: 3 clusters Score -1.654509e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 338459 members 
Entering Unmasked Estep 
Score: -16544998.000000 Penalty: 1159.142822
	Iteration 218Q: 3 clusters Score -1.6545e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 338796 members 
Entering Unmasked Estep 
Score: -16544926.000000 Penalty: 1159.142822
	Iteration 219Q: 3 clusters Score -1.654493e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 339041 members 
Entering Unmasked Estep 
Score: -16544878.000000 Penalty: 1159.142822
	Iteration 220F: 3 clusters Score -1.654488e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 339221 members 
Entering Unmasked Estep 
Score: -16544826.000000 Penalty: 1159.142822
	Iteration 221Q: 3 clusters Score -1.654483e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 339368 members 
Entering Unmasked Estep 
Score: -16544811.000000 Penalty: 1159.142822
	Iteration 222Q: 3 clusters Score -1.654481e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 339475 members 
Entering Unmasked Estep 
Score: -16544814.000000 Penalty: 1159.142822
	Iteration 223Q: 3 clusters Score -1.654481e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 339553 members 
Entering Unmasked Estep 
Score: -16544787.000000 Penalty: 1159.142822
	Iteration 224Q: 3 clusters Score -1.654479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 339610 members 
Entering Unmasked Estep 
Score: -16544769.000000 Penalty: 1159.142822
	Iteration 225Q: 3 clusters Score -1.654477e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 339660 members 
Entering Unmasked Estep 
Score: -16544756.000000 Penalty: 1159.142822
	Iteration 226Q: 3 clusters Score -1.654476e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 339702 members 
Entering Unmasked Estep 
Score: -16544767.000000 Penalty: 1159.142822
	Iteration 227Q: 3 clusters Score -1.654477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 339731 members 
Entering Unmasked Estep 
Score: -16544761.000000 Penalty: 1159.142822
	Iteration 228Q: 3 clusters Score -1.654476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 339763 members 
Entering Unmasked Estep 
Score: -16544765.000000 Penalty: 1159.142822
	Iteration 229Q: 3 clusters Score -1.654476e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 339785 members 
Entering Unmasked Estep 
Score: -16544763.000000 Penalty: 1159.142822
	Iteration 230Q: 3 clusters Score -1.654476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 339797 members 
Entering Unmasked Estep 
Score: -16544780.000000 Penalty: 1159.142822
	Iteration 231Q: 3 clusters Score -1.654478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 339806 members 
Entering Unmasked Estep 
Score: -16544761.000000 Penalty: 1159.142822
	Iteration 232Q: 3 clusters Score -1.654476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 339812 members 
Entering Unmasked Estep 
Score: -16544767.000000 Penalty: 1159.142822
	Iteration 233Q: 3 clusters Score -1.654477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 339816 members 
Entering Unmasked Estep 
Score: -16544786.000000 Penalty: 1159.142822
	Iteration 234Q: 3 clusters Score -1.654479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 339817 members 
Entering Unmasked Estep 
Score: -16544778.000000 Penalty: 1159.142822
	Iteration 235Q: 3 clusters Score -1.654478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 339823 members 
Entering Unmasked Estep 
Score: -16544776.000000 Penalty: 1159.142822
	Iteration 236Q: 3 clusters Score -1.654478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 339829 members 
Entering Unmasked Estep 
Score: -16544775.000000 Penalty: 1159.142822
	Iteration 237Q: 3 clusters Score -1.654478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 339838 members 
Entering Unmasked Estep 
Score: -16544772.000000 Penalty: 1159.142822
	Iteration 238Q: 3 clusters Score -1.654477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 339845 members 
Entering Unmasked Estep 
Score: -16544777.000000 Penalty: 1159.142822
	Iteration 239Q: 3 clusters Score -1.654478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 339847 members 
Entering Unmasked Estep 
Score: -16544764.000000 Penalty: 1159.142822
	Iteration 240F: 3 clusters Score -1.654476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 339848 members 
Entering Unmasked Estep 
Score: -16544766.000000 Penalty: 1159.142822
	Iteration 241Q: 3 clusters Score -1.654477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 339851 members 
Entering Unmasked Estep 
Score: -16544764.000000 Penalty: 1159.142822
	Iteration 242Q: 3 clusters Score -1.654476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 339852 members 
Entering Unmasked Estep 
Score: -16544766.000000 Penalty: 1159.142822
	Iteration 243Q: 3 clusters Score -1.654477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 339853 members 
Entering Unmasked Estep 
Score: -16544762.000000 Penalty: 1159.142822
	Iteration 244Q: 3 clusters Score -1.654476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 339855 members 
Entering Unmasked Estep 
Score: -16544754.000000 Penalty: 1159.142822
	Iteration 245Q: 3 clusters Score -1.654475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 339856 members 
Entering Unmasked Estep 
Score: -16544755.000000 Penalty: 1159.142822
	Iteration 246Q: 3 clusters Score -1.654476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 339858 members 
Entering Unmasked Estep 
Score: -16544762.000000 Penalty: 1159.142822
	Iteration 247Q: 3 clusters Score -1.654476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 339859 members 
Entering Unmasked Estep 
Score: -16544759.000000 Penalty: 1159.142822
	Iteration 248Q: 3 clusters Score -1.654476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 339860 members 
Entering Unmasked Estep 
Score: -16544749.000000 Penalty: 1159.142822
	Iteration 249Q: 3 clusters Score -1.654475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 339860 members 
Entering Unmasked Estep 
Score: -16544749.000000 Penalty: 1159.142822
	Iteration 250F: 3 clusters Score -1.654475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 677 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 854 members 
Mstep: Class 12 contains 1572 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 64902 members 
Mstep: Class 16 contains 352 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 142 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 1041 members 
Mstep: Class 25 contains 85 members 
Mstep: Class 26 contains 39350 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 339860 members 
Entering Unmasked Estep 
Score: -25303156.000000 Penalty: 16793.650391
Splitting cluster 27 changes total score from -25303220.000000 to -25303156.000000
So it's not getting split.
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75773768.000000 Penalty: 17543.523438
23->28 Clusters: Score -75773768.000000, best is -75874488.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22647 members 
Mstep: Class 3 contains 23094 members 
Mstep: Class 4 contains 22898 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 22971 members 
Mstep: Class 7 contains 22847 members 
Mstep: Class 8 contains 23178 members 
Mstep: Class 9 contains 23183 members 
Mstep: Class 10 contains 23134 members 
Mstep: Class 11 contains 23007 members 
Mstep: Class 12 contains 23030 members 
Mstep: Class 13 contains 22870 members 
Mstep: Class 14 contains 23232 members 
Mstep: Class 15 contains 23455 members 
Mstep: Class 16 contains 23058 members 
Mstep: Class 17 contains 23285 members 
Mstep: Class 18 contains 23214 members 
Mstep: Class 19 contains 23014 members 
Mstep: Class 20 contains 23221 members 
Mstep: Class 21 contains 22836 members 
Mstep: Class 22 contains 23396 members 
Mstep: Class 23 contains 22797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 11.358150 but Gain 599.772461
Score: -22981134.000000 Penalty: 13195.011719
Iteration 0F: 23 clusters Score -2.298113e+07 nChanged 506428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2399 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 57018 members 
Mstep: Class 3 contains 25167 members 
Mstep: Class 4 contains 7078 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 23529 members 
Mstep: Class 7 contains 48648 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 23091 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 142760 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 17 contains 3576 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 25002 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 26878 members 
Mstep: Class 22 contains 88505 members 
Mstep: Class 23 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24717982.000000 Penalty: 13195.011719
Iteration 1F: 23 clusters Score -2.471798e+07 nChanged 169522
Entering Unmasked Mstep 
Mstep: Class 0 contains 1381 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48619 members 
Mstep: Class 3 contains 23560 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 17015 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 8310 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 15907 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 209788 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 17 contains 1652 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 16649 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 16393 members 
Mstep: Class 22 contains 92990 members 
Mstep: Class 23 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 585.109314 but Gain 599.773438
Score: -24957804.000000 Penalty: 12595.238281
Iteration 2F: 22 clusters Score -2.49578e+07 nChanged 109645
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35385 members 
Mstep: Class 3 contains 19665 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 12798 members 
Mstep: Class 7 contains 29631 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10279 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 8479 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 261150 members 
Mstep: Class 17 contains 904 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 8517 members 
Mstep: Class 20 contains 13600 members 
Mstep: Class 21 contains 10507 members 
Mstep: Class 22 contains 96575 members 
Mstep: Class 23 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 240.839462 but Gain 599.773438
Score: -25095812.000000 Penalty: 11995.464844
Iteration 3F: 21 clusters Score -2.509581e+07 nChanged 80232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 14211 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 9808 members 
Mstep: Class 7 contains 22138 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 299742 members 
Mstep: Class 17 contains 528 members 
Mstep: Class 18 contains 158 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 14270 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 101369 members 
Mstep: Class 23 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 254.788589 but Gain 599.773438
Score: -25154126.000000 Penalty: 11395.691406
Iteration 4F: 20 clusters Score -2.515413e+07 nChanged 55485
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12287 members 
Mstep: Class 3 contains 9817 members 
Mstep: Class 4 contains 10745 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 9 contains 14618 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 322166 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 142 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 21 contains 3430 members 
Mstep: Class 22 contains 107080 members 
Mstep: Class 23 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 204.602936 but Gain 599.773438
Score: -25189948.000000 Penalty: 10795.917969
Iteration 5F: 19 clusters Score -2.518995e+07 nChanged 37253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6679 members 
Mstep: Class 3 contains 7405 members 
Mstep: Class 4 contains 10764 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 13416 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 849 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 332425 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 112190 members 
Mstep: Class 23 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 253.154007 but Gain 599.772461
Score: -25214614.000000 Penalty: 10196.145508
Iteration 6F: 18 clusters Score -2.521461e+07 nChanged 25340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 6224 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 336450 members 
Mstep: Class 18 contains 226 members 
Mstep: Class 20 contains 15086 members 
Mstep: Class 21 contains 910 members 
Mstep: Class 22 contains 115477 members 
Mstep: Class 23 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 399.326233 but Gain 599.773438
Score: -25229376.000000 Penalty: 9596.372070
Iteration 7Q: 17 clusters Score -2.522938e+07 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 11194 members 
Mstep: Class 9 contains 20423 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 336918 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 20 contains 15659 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 117367 members 
Mstep: Class 23 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25239022.000000 Penalty: 9596.372070
Iteration 8Q: 17 clusters Score -2.523902e+07 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 5582 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 9 contains 22454 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 335347 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 20 contains 16543 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 118399 members 
Mstep: Class 23 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25245742.000000 Penalty: 9596.372070
Iteration 9Q: 17 clusters Score -2.524574e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 5596 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 10874 members 
Mstep: Class 9 contains 24548 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 1680 members 
Mstep: Class 14 contains 333026 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 20 contains 17599 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 119030 members 
Mstep: Class 23 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25251246.000000 Penalty: 9596.372070
Iteration 10Q: 17 clusters Score -2.525125e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 5657 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 9 contains 26752 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 14 contains 330347 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 20 contains 18695 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 119486 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 387.543060 but Gain 599.773438
Score: -25254942.000000 Penalty: 8996.598633
Iteration 11Q: 16 clusters Score -2.525494e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 9 contains 29086 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 327343 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 120161 members 
Mstep: Class 23 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25258662.000000 Penalty: 8996.598633
Iteration 12Q: 16 clusters Score -2.525866e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 9 contains 31584 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 1204 members 
Mstep: Class 14 contains 323825 members 
Mstep: Class 18 contains 313 members 
Mstep: Class 20 contains 20827 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 120553 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25261860.000000 Penalty: 8996.598633
Iteration 13Q: 16 clusters Score -2.526186e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 5970 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 7 contains 10126 members 
Mstep: Class 9 contains 34105 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 320090 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 20 contains 21870 members 
Mstep: Class 21 contains 613 members 
Mstep: Class 22 contains 121086 members 
Mstep: Class 23 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 541.806030 but Gain 599.773438
Score: -25264416.000000 Penalty: 8396.825195
Iteration 14Q: 15 clusters Score -2.526442e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 8600 members 
Mstep: Class 7 contains 10088 members 
Mstep: Class 9 contains 36646 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 316058 members 
Mstep: Class 18 contains 323 members 
Mstep: Class 20 contains 23105 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 121916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25267012.000000 Penalty: 8396.825195
Iteration 15Q: 15 clusters Score -2.526701e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 8417 members 
Mstep: Class 7 contains 9994 members 
Mstep: Class 9 contains 39174 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 312046 members 
Mstep: Class 18 contains 327 members 
Mstep: Class 20 contains 24047 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 122698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25269644.000000 Penalty: 8396.825195
Iteration 16Q: 15 clusters Score -2.526964e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 8298 members 
Mstep: Class 7 contains 9886 members 
Mstep: Class 9 contains 41714 members 
Mstep: Class 10 contains 1358 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 696 members 
Mstep: Class 14 contains 307988 members 
Mstep: Class 18 contains 328 members 
Mstep: Class 20 contains 24930 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 123568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25271558.000000 Penalty: 8396.825195
Iteration 17Q: 15 clusters Score -2.527156e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 6233 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 7 contains 9773 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 303869 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 20 contains 25762 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 124581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25273288.000000 Penalty: 8396.825195
Iteration 18Q: 15 clusters Score -2.527329e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 4 contains 8176 members 
Mstep: Class 7 contains 9685 members 
Mstep: Class 9 contains 46465 members 
Mstep: Class 10 contains 1440 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 299816 members 
Mstep: Class 18 contains 331 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 125704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275378.000000 Penalty: 8396.825195
Iteration 19Q: 15 clusters Score -2.527538e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 6287 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 7 contains 9615 members 
Mstep: Class 9 contains 48587 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 295934 members 
Mstep: Class 18 contains 333 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 126876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 591.957825 but Gain 599.772949
Score: -25277758.000000 Penalty: 7797.052246
Iteration 20F: 14 clusters Score -2.527776e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 6387 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 7 contains 9540 members 
Mstep: Class 9 contains 50957 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 291901 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 20 contains 28126 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 127949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25280420.000000 Penalty: 7797.052246
Iteration 21Q: 14 clusters Score -2.528042e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 9 contains 53131 members 
Mstep: Class 10 contains 1659 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 288296 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 20 contains 28801 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 128688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25281978.000000 Penalty: 7797.052246
Iteration 22Q: 14 clusters Score -2.528198e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 6534 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 1732 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 284785 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 20 contains 29416 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 129518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283236.000000 Penalty: 7797.052246
Iteration 23Q: 14 clusters Score -2.528324e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 7 contains 9175 members 
Mstep: Class 9 contains 57222 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 281275 members 
Mstep: Class 18 contains 355 members 
Mstep: Class 20 contains 29996 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 130428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25284848.000000 Penalty: 7797.052246
Iteration 24Q: 14 clusters Score -2.528485e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 7 contains 9093 members 
Mstep: Class 9 contains 59115 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 278087 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 20 contains 30507 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 131236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286142.000000 Penalty: 7797.052246
Iteration 25Q: 14 clusters Score -2.528614e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 9 contains 60813 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 275173 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 20 contains 30972 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 132020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287104.000000 Penalty: 7797.052246
Iteration 26Q: 14 clusters Score -2.52871e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 9 contains 62383 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 272510 members 
Mstep: Class 18 contains 356 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 132681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287880.000000 Penalty: 7797.052246
Iteration 27Q: 14 clusters Score -2.528788e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 7 contains 8814 members 
Mstep: Class 9 contains 63775 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 270064 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 20 contains 31857 members 
Mstep: Class 21 contains 678 members 
Mstep: Class 22 contains 133288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288452.000000 Penalty: 7797.052246
Iteration 28Q: 14 clusters Score -2.528845e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1982 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 9 contains 65049 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 267826 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 133840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289334.000000 Penalty: 7797.052246
Iteration 29Q: 14 clusters Score -2.528933e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 6703 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 9 contains 66167 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 265801 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 20 contains 32540 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 134359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290350.000000 Penalty: 7797.052246
Iteration 30Q: 14 clusters Score -2.529035e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 7 contains 8632 members 
Mstep: Class 9 contains 67168 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 264006 members 
Mstep: Class 18 contains 368 members 
Mstep: Class 20 contains 32858 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 134791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290976.000000 Penalty: 7797.052246
Iteration 31Q: 14 clusters Score -2.529098e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 9 contains 68075 members 
Mstep: Class 10 contains 2348 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 262341 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 20 contains 33172 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 135219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291778.000000 Penalty: 7797.052246
Iteration 32Q: 14 clusters Score -2.529178e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 6737 members 
Mstep: Class 4 contains 8232 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 9 contains 68872 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 260789 members 
Mstep: Class 18 contains 372 members 
Mstep: Class 20 contains 33458 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 135668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292410.000000 Penalty: 7797.052246
Iteration 33Q: 14 clusters Score -2.529241e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1982 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 7 contains 8442 members 
Mstep: Class 9 contains 69622 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 259393 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 20 contains 33734 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 136038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293002.000000 Penalty: 7797.052246
Iteration 34Q: 14 clusters Score -2.5293e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1978 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 9 contains 70304 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 258200 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 20 contains 33995 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 136347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293638.000000 Penalty: 7797.052246
Iteration 35Q: 14 clusters Score -2.529364e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 8355 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 9 contains 70918 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 257161 members 
Mstep: Class 18 contains 385 members 
Mstep: Class 20 contains 34213 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 136620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294236.000000 Penalty: 7797.052246
Iteration 36Q: 14 clusters Score -2.529424e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 8389 members 
Mstep: Class 7 contains 8164 members 
Mstep: Class 9 contains 71446 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 256291 members 
Mstep: Class 18 contains 391 members 
Mstep: Class 20 contains 34439 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 136797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294892.000000 Penalty: 7797.052246
Iteration 37Q: 14 clusters Score -2.529489e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 8425 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 9 contains 71949 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 255555 members 
Mstep: Class 18 contains 394 members 
Mstep: Class 20 contains 34663 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 136864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295264.000000 Penalty: 7797.052246
Iteration 38Q: 14 clusters Score -2.529526e+07 nChanged 1738
Entering ConstructFrom: 
Score: -25295264.000000 Penalty: 7797.052246
Entering ConstructFrom: 
Trying to split cluster 1 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -65381.835938 Penalty: 332.872711
	Iteration 0F: 2 clusters Score -65381.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -64328.976562 Penalty: 665.745422
	Iteration 0F: 3 clusters Score -64328.98 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -65042.371094 Penalty: 665.745422
	Iteration 1F: 3 clusters Score -65042.37 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -65791.421875 Penalty: 665.745422
	Iteration 2F: 3 clusters Score -65791.42 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -66081.562500 Penalty: 665.745422
	Iteration 3F: 3 clusters Score -66081.56 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -66128.406250 Penalty: 665.745422
	Iteration 4F: 3 clusters Score -66128.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -66154.453125 Penalty: 665.745422
	Iteration 5Q: 3 clusters Score -66154.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -66177.171875 Penalty: 665.745422
	Iteration 6Q: 3 clusters Score -66177.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -66199.484375 Penalty: 665.745422
	Iteration 7Q: 3 clusters Score -66199.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -66222.296875 Penalty: 665.745422
	Iteration 8Q: 3 clusters Score -66222.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -66245.960938 Penalty: 665.745422
	Iteration 9Q: 3 clusters Score -66245.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -66269.218750 Penalty: 665.745422
	Iteration 10Q: 3 clusters Score -66269.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -66288.742188 Penalty: 665.745422
	Iteration 11Q: 3 clusters Score -66288.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -66301.882812 Penalty: 665.745422
	Iteration 12Q: 3 clusters Score -66301.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -66310.507812 Penalty: 665.745422
	Iteration 13Q: 3 clusters Score -66310.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -66318.539062 Penalty: 665.745422
	Iteration 14Q: 3 clusters Score -66318.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -66321.312500 Penalty: 665.745422
	Iteration 15Q: 3 clusters Score -66321.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -66325.968750 Penalty: 665.745422
	Iteration 16Q: 3 clusters Score -66325.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -66327.671875 Penalty: 665.745422
	Iteration 17Q: 3 clusters Score -66327.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -66327.671875 Penalty: 665.745422
	Iteration 18F: 3 clusters Score -66327.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
Score: -25296150.000000 Penalty: 8396.825195
Splitting cluster 1 changes total score from -25295264.000000 to -25296150.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -94049.734375 Penalty: 344.759033
	Iteration 0F: 2 clusters Score -94049.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -92629.898438 Penalty: 689.518066
	Iteration 0F: 3 clusters Score -92629.9 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93187.468750 Penalty: 689.518066
	Iteration 1F: 3 clusters Score -93187.47 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -93342.343750 Penalty: 689.518066
	Iteration 2F: 3 clusters Score -93342.34 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -93463.492188 Penalty: 689.518066
	Iteration 3F: 3 clusters Score -93463.49 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -93556.343750 Penalty: 689.518066
	Iteration 4F: 3 clusters Score -93556.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -93630.875000 Penalty: 689.518066
	Iteration 5F: 3 clusters Score -93630.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -93689.976562 Penalty: 689.518066
	Iteration 6Q: 3 clusters Score -93689.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -93725.937500 Penalty: 689.518066
	Iteration 7Q: 3 clusters Score -93725.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93746.960938 Penalty: 689.518066
	Iteration 8Q: 3 clusters Score -93746.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93768.390625 Penalty: 689.518066
	Iteration 9Q: 3 clusters Score -93768.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93781.703125 Penalty: 689.518066
	Iteration 10Q: 3 clusters Score -93781.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -93787.984375 Penalty: 689.518066
	Iteration 11Q: 3 clusters Score -93787.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93792.500000 Penalty: 689.518066
	Iteration 12Q: 3 clusters Score -93792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93793.929688 Penalty: 689.518066
	Iteration 13Q: 3 clusters Score -93793.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93796.015625 Penalty: 689.518066
	Iteration 14Q: 3 clusters Score -93796.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93797.953125 Penalty: 689.518066
	Iteration 15Q: 3 clusters Score -93797.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93799.484375 Penalty: 689.518066
	Iteration 16Q: 3 clusters Score -93799.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93800.789062 Penalty: 689.518066
	Iteration 17Q: 3 clusters Score -93800.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93801.859375 Penalty: 689.518066
	Iteration 18Q: 3 clusters Score -93801.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93803.335938 Penalty: 689.518066
	Iteration 19Q: 3 clusters Score -93803.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93805.031250 Penalty: 689.518066
	Iteration 20F: 3 clusters Score -93805.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93806.828125 Penalty: 689.518066
	Iteration 21Q: 3 clusters Score -93806.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93807.609375 Penalty: 689.518066
	Iteration 22Q: 3 clusters Score -93807.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93807.890625 Penalty: 689.518066
	Iteration 23Q: 3 clusters Score -93807.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93808.929688 Penalty: 689.518066
	Iteration 24Q: 3 clusters Score -93808.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93810.976562 Penalty: 689.518066
	Iteration 25Q: 3 clusters Score -93810.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -93812.156250 Penalty: 689.518066
	Iteration 26Q: 3 clusters Score -93812.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93812.726562 Penalty: 689.518066
	Iteration 27Q: 3 clusters Score -93812.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93812.726562 Penalty: 689.518066
	Iteration 28F: 3 clusters Score -93812.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -343490.718750 Penalty: 400.143860
	Iteration 0F: 2 clusters Score -343490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -339054.375000 Penalty: 800.287720
	Iteration 0F: 3 clusters Score -339054.4 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -340806.000000 Penalty: 800.287720
	Iteration 1F: 3 clusters Score -340806 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -341113.406250 Penalty: 800.287720
	Iteration 2F: 3 clusters Score -341113.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -341555.000000 Penalty: 800.287720
	Iteration 3F: 3 clusters Score -341555 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -342015.312500 Penalty: 800.287720
	Iteration 4F: 3 clusters Score -342015.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -342369.375000 Penalty: 800.287720
	Iteration 5F: 3 clusters Score -342369.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -342534.437500 Penalty: 800.287720
	Iteration 6F: 3 clusters Score -342534.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -342594.031250 Penalty: 800.287720
	Iteration 7Q: 3 clusters Score -342594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -342639.750000 Penalty: 800.287720
	Iteration 8Q: 3 clusters Score -342639.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -342677.687500 Penalty: 800.287720
	Iteration 9Q: 3 clusters Score -342677.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -342714.906250 Penalty: 800.287720
	Iteration 10Q: 3 clusters Score -342714.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -342752.937500 Penalty: 800.287720
	Iteration 11Q: 3 clusters Score -342752.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -342781.812500 Penalty: 800.287720
	Iteration 12Q: 3 clusters Score -342781.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -342802.718750 Penalty: 800.287720
	Iteration 13Q: 3 clusters Score -342802.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -342828.156250 Penalty: 800.287720
	Iteration 14Q: 3 clusters Score -342828.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -342855.562500 Penalty: 800.287720
	Iteration 15Q: 3 clusters Score -342855.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -342885.500000 Penalty: 800.287720
	Iteration 16Q: 3 clusters Score -342885.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -342915.718750 Penalty: 800.287720
	Iteration 17Q: 3 clusters Score -342915.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -342938.250000 Penalty: 800.287720
	Iteration 18Q: 3 clusters Score -342938.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -342954.156250 Penalty: 800.287720
	Iteration 19Q: 3 clusters Score -342954.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -342967.781250 Penalty: 800.287720
	Iteration 20F: 3 clusters Score -342967.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -342975.656250 Penalty: 800.287720
	Iteration 21Q: 3 clusters Score -342975.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -342983.968750 Penalty: 800.287720
	Iteration 22Q: 3 clusters Score -342984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -342991.437500 Penalty: 800.287720
	Iteration 23Q: 3 clusters Score -342991.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -343001.937500 Penalty: 800.287720
	Iteration 24Q: 3 clusters Score -343001.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -343012.000000 Penalty: 800.287720
	Iteration 25Q: 3 clusters Score -343012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -343023.750000 Penalty: 800.287720
	Iteration 26Q: 3 clusters Score -343023.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -343032.718750 Penalty: 800.287720
	Iteration 27Q: 3 clusters Score -343032.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -343044.531250 Penalty: 800.287720
	Iteration 28Q: 3 clusters Score -343044.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -343057.375000 Penalty: 800.287720
	Iteration 29Q: 3 clusters Score -343057.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -343073.750000 Penalty: 800.287720
	Iteration 30Q: 3 clusters Score -343073.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -343090.000000 Penalty: 800.287720
	Iteration 31Q: 3 clusters Score -343090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -343101.593750 Penalty: 800.287720
	Iteration 32Q: 3 clusters Score -343101.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -343113.125000 Penalty: 800.287720
	Iteration 33Q: 3 clusters Score -343113.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -343120.625000 Penalty: 800.287720
	Iteration 34Q: 3 clusters Score -343120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -343126.562500 Penalty: 800.287720
	Iteration 35Q: 3 clusters Score -343126.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -343132.218750 Penalty: 800.287720
	Iteration 36Q: 3 clusters Score -343132.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -343135.843750 Penalty: 800.287720
	Iteration 37Q: 3 clusters Score -343135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -343141.156250 Penalty: 800.287720
	Iteration 38Q: 3 clusters Score -343141.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -343146.562500 Penalty: 800.287720
	Iteration 39Q: 3 clusters Score -343146.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -343151.531250 Penalty: 800.287720
	Iteration 40F: 3 clusters Score -343151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -343153.468750 Penalty: 800.287720
	Iteration 41Q: 3 clusters Score -343153.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -343157.218750 Penalty: 800.287720
	Iteration 42Q: 3 clusters Score -343157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -343158.218750 Penalty: 800.287720
	Iteration 43Q: 3 clusters Score -343158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -343159.406250 Penalty: 800.287720
	Iteration 44Q: 3 clusters Score -343159.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -343161.187500 Penalty: 800.287720
	Iteration 45Q: 3 clusters Score -343161.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -343164.187500 Penalty: 800.287720
	Iteration 46Q: 3 clusters Score -343164.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -343165.593750 Penalty: 800.287720
	Iteration 47Q: 3 clusters Score -343165.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -343167.062500 Penalty: 800.287720
	Iteration 48Q: 3 clusters Score -343167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -343168.000000 Penalty: 800.287720
	Iteration 49Q: 3 clusters Score -343168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -343169.187500 Penalty: 800.287720
	Iteration 50Q: 3 clusters Score -343169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -343170.125000 Penalty: 800.287720
	Iteration 51Q: 3 clusters Score -343170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -343170.625000 Penalty: 800.287720
	Iteration 52Q: 3 clusters Score -343170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -343171.093750 Penalty: 800.287720
	Iteration 53Q: 3 clusters Score -343171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -343171.812500 Penalty: 800.287720
	Iteration 54Q: 3 clusters Score -343171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -343172.937500 Penalty: 800.287720
	Iteration 55Q: 3 clusters Score -343172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -343173.562500 Penalty: 800.287720
	Iteration 56Q: 3 clusters Score -343173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -343174.156250 Penalty: 800.287720
	Iteration 57Q: 3 clusters Score -343174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -343175.125000 Penalty: 800.287720
	Iteration 58Q: 3 clusters Score -343175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -343174.875000 Penalty: 800.287720
	Iteration 59Q: 3 clusters Score -343174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -343175.750000 Penalty: 800.287720
	Iteration 60F: 3 clusters Score -343175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -343176.468750 Penalty: 800.287720
	Iteration 61Q: 3 clusters Score -343176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -343175.875000 Penalty: 800.287720
	Iteration 62Q: 3 clusters Score -343175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -343175.937500 Penalty: 800.287720
	Iteration 63Q: 3 clusters Score -343175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -343176.031250 Penalty: 800.287720
	Iteration 64Q: 3 clusters Score -343176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -343176.781250 Penalty: 800.287720
	Iteration 65Q: 3 clusters Score -343176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -343176.937500 Penalty: 800.287720
	Iteration 66Q: 3 clusters Score -343176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -343177.500000 Penalty: 800.287720
	Iteration 67Q: 3 clusters Score -343177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -343177.906250 Penalty: 800.287720
	Iteration 68Q: 3 clusters Score -343177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -343176.843750 Penalty: 800.287720
	Iteration 69Q: 3 clusters Score -343176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -343176.843750 Penalty: 800.287720
	Iteration 70F: 3 clusters Score -343176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -375493.718750 Penalty: 411.455872
	Iteration 0F: 2 clusters Score -375493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -369929.937500 Penalty: 822.911743
	Iteration 0F: 3 clusters Score -369929.9 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -372118.562500 Penalty: 822.911743
	Iteration 1F: 3 clusters Score -372118.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -372466.218750 Penalty: 822.911743
	Iteration 2F: 3 clusters Score -372466.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -372925.500000 Penalty: 822.911743
	Iteration 3F: 3 clusters Score -372925.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -373407.343750 Penalty: 822.911743
	Iteration 4F: 3 clusters Score -373407.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -373855.875000 Penalty: 822.911743
	Iteration 5F: 3 clusters Score -373855.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -374213.437500 Penalty: 822.911743
	Iteration 6F: 3 clusters Score -374213.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -374524.343750 Penalty: 822.911743
	Iteration 7F: 3 clusters Score -374524.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -374840.156250 Penalty: 822.911743
	Iteration 8F: 3 clusters Score -374840.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -375117.875000 Penalty: 822.911743
	Iteration 9F: 3 clusters Score -375117.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -375346.656250 Penalty: 822.911743
	Iteration 10Q: 3 clusters Score -375346.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -375508.250000 Penalty: 822.911743
	Iteration 11Q: 3 clusters Score -375508.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -375607.500000 Penalty: 822.911743
	Iteration 12Q: 3 clusters Score -375607.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -375656.812500 Penalty: 822.911743
	Iteration 13Q: 3 clusters Score -375656.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -375677.968750 Penalty: 822.911743
	Iteration 14Q: 3 clusters Score -375678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -375692.187500 Penalty: 822.911743
	Iteration 15Q: 3 clusters Score -375692.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -375698.750000 Penalty: 822.911743
	Iteration 16Q: 3 clusters Score -375698.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -375703.250000 Penalty: 822.911743
	Iteration 17Q: 3 clusters Score -375703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -375704.531250 Penalty: 822.911743
	Iteration 18Q: 3 clusters Score -375704.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -375708.062500 Penalty: 822.911743
	Iteration 19Q: 3 clusters Score -375708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -375710.500000 Penalty: 822.911743
	Iteration 20F: 3 clusters Score -375710.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -375711.906250 Penalty: 822.911743
	Iteration 21Q: 3 clusters Score -375711.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -375713.093750 Penalty: 822.911743
	Iteration 22Q: 3 clusters Score -375713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -375714.343750 Penalty: 822.911743
	Iteration 23Q: 3 clusters Score -375714.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -375714.250000 Penalty: 822.911743
	Iteration 24Q: 3 clusters Score -375714.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -375716.093750 Penalty: 822.911743
	Iteration 25Q: 3 clusters Score -375716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -375717.031250 Penalty: 822.911743
	Iteration 26Q: 3 clusters Score -375717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -375717.812500 Penalty: 822.911743
	Iteration 27Q: 3 clusters Score -375717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -375717.968750 Penalty: 822.911743
	Iteration 28Q: 3 clusters Score -375718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -375718.625000 Penalty: 822.911743
	Iteration 29Q: 3 clusters Score -375718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -375719.312500 Penalty: 822.911743
	Iteration 30Q: 3 clusters Score -375719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -375720.562500 Penalty: 822.911743
	Iteration 31Q: 3 clusters Score -375720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -375722.062500 Penalty: 822.911743
	Iteration 32Q: 3 clusters Score -375722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -375722.312500 Penalty: 822.911743
	Iteration 33Q: 3 clusters Score -375722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -375722.437500 Penalty: 822.911743
	Iteration 34Q: 3 clusters Score -375722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -375723.406250 Penalty: 822.911743
	Iteration 35Q: 3 clusters Score -375723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -375723.937500 Penalty: 822.911743
	Iteration 36Q: 3 clusters Score -375723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -375723.093750 Penalty: 822.911743
	Iteration 37Q: 3 clusters Score -375723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -375724.125000 Penalty: 822.911743
	Iteration 38Q: 3 clusters Score -375724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -375724.531250 Penalty: 822.911743
	Iteration 39Q: 3 clusters Score -375724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -375725.718750 Penalty: 822.911743
	Iteration 40F: 3 clusters Score -375725.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -375725.437500 Penalty: 822.911743
	Iteration 41Q: 3 clusters Score -375725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -375726.750000 Penalty: 822.911743
	Iteration 42Q: 3 clusters Score -375726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -375726.218750 Penalty: 822.911743
	Iteration 43Q: 3 clusters Score -375726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -375727.218750 Penalty: 822.911743
	Iteration 44Q: 3 clusters Score -375727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -375727.093750 Penalty: 822.911743
	Iteration 45Q: 3 clusters Score -375727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -375726.343750 Penalty: 822.911743
	Iteration 46Q: 3 clusters Score -375726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -375726.312500 Penalty: 822.911743
	Iteration 47Q: 3 clusters Score -375726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -375726.468750 Penalty: 822.911743
	Iteration 48Q: 3 clusters Score -375726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -375726.875000 Penalty: 822.911743
	Iteration 49Q: 3 clusters Score -375726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -375726.937500 Penalty: 822.911743
	Iteration 50Q: 3 clusters Score -375726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -375726.968750 Penalty: 822.911743
	Iteration 51Q: 3 clusters Score -375727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -375727.093750 Penalty: 822.911743
	Iteration 52Q: 3 clusters Score -375727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -375727.531250 Penalty: 822.911743
	Iteration 53Q: 3 clusters Score -375727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -375727.531250 Penalty: 822.911743
	Iteration 54F: 3 clusters Score -375727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
Score: -25296092.000000 Penalty: 8996.598633
Splitting cluster 4 changes total score from -25295264.000000 to -25296092.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -381576.531250 Penalty: 408.985687
	Iteration 0F: 2 clusters Score -381576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -376212.250000 Penalty: 817.971375
	Iteration 0F: 3 clusters Score -376212.2 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -378273.656250 Penalty: 817.971375
	Iteration 1F: 3 clusters Score -378273.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -378445.000000 Penalty: 817.971375
	Iteration 2Q: 3 clusters Score -378445 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -378690.781250 Penalty: 817.971375
	Iteration 3F: 3 clusters Score -378690.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -379030.093750 Penalty: 817.971375
	Iteration 4F: 3 clusters Score -379030.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -379445.468750 Penalty: 817.971375
	Iteration 5F: 3 clusters Score -379445.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -379834.250000 Penalty: 817.971375
	Iteration 6F: 3 clusters Score -379834.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -380115.906250 Penalty: 817.971375
	Iteration 7F: 3 clusters Score -380115.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -380267.750000 Penalty: 817.971375
	Iteration 8Q: 3 clusters Score -380267.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -380350.000000 Penalty: 817.971375
	Iteration 9Q: 3 clusters Score -380350 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -380411.625000 Penalty: 817.971375
	Iteration 10Q: 3 clusters Score -380411.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -380458.343750 Penalty: 817.971375
	Iteration 11Q: 3 clusters Score -380458.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -380484.812500 Penalty: 817.971375
	Iteration 12Q: 3 clusters Score -380484.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -380501.343750 Penalty: 817.971375
	Iteration 13Q: 3 clusters Score -380501.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -380515.500000 Penalty: 817.971375
	Iteration 14Q: 3 clusters Score -380515.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -380525.750000 Penalty: 817.971375
	Iteration 15Q: 3 clusters Score -380525.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -380532.406250 Penalty: 817.971375
	Iteration 16Q: 3 clusters Score -380532.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -380542.468750 Penalty: 817.971375
	Iteration 17Q: 3 clusters Score -380542.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -380551.468750 Penalty: 817.971375
	Iteration 18Q: 3 clusters Score -380551.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -380556.093750 Penalty: 817.971375
	Iteration 19Q: 3 clusters Score -380556.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -380559.062500 Penalty: 817.971375
	Iteration 20F: 3 clusters Score -380559.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -380560.718750 Penalty: 817.971375
	Iteration 21Q: 3 clusters Score -380560.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -380562.531250 Penalty: 817.971375
	Iteration 22Q: 3 clusters Score -380562.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -380564.062500 Penalty: 817.971375
	Iteration 23Q: 3 clusters Score -380564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -380565.781250 Penalty: 817.971375
	Iteration 24Q: 3 clusters Score -380565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -380567.843750 Penalty: 817.971375
	Iteration 25Q: 3 clusters Score -380567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -380567.531250 Penalty: 817.971375
	Iteration 26Q: 3 clusters Score -380567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -380567.906250 Penalty: 817.971375
	Iteration 27Q: 3 clusters Score -380567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -380568.500000 Penalty: 817.971375
	Iteration 28Q: 3 clusters Score -380568.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -380569.031250 Penalty: 817.971375
	Iteration 29Q: 3 clusters Score -380569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -380568.531250 Penalty: 817.971375
	Iteration 30Q: 3 clusters Score -380568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -380568.375000 Penalty: 817.971375
	Iteration 31Q: 3 clusters Score -380568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -380568.343750 Penalty: 817.971375
	Iteration 32Q: 3 clusters Score -380568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -380568.343750 Penalty: 817.971375
	Iteration 33F: 3 clusters Score -380568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Entering Unmasked Estep 
Score: -3684149.250000 Penalty: 509.149536
	Iteration 0F: 2 clusters Score -3684149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -3635217.500000 Penalty: 1018.299072
	Iteration 0F: 3 clusters Score -3635218 nChanged 35314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -3656292.250000 Penalty: 1018.299072
	Iteration 1F: 3 clusters Score -3656292 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -3657773.000000 Penalty: 1018.299072
	Iteration 2Q: 3 clusters Score -3657773 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -3660646.250000 Penalty: 1018.299072
	Iteration 3F: 3 clusters Score -3660646 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -3665404.250000 Penalty: 1018.299072
	Iteration 4F: 3 clusters Score -3665404 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -3671664.500000 Penalty: 1018.299072
	Iteration 5F: 3 clusters Score -3671664 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -3677037.750000 Penalty: 1018.299072
	Iteration 6F: 3 clusters Score -3677038 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -3680310.750000 Penalty: 1018.299072
	Iteration 7Q: 3 clusters Score -3680311 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -3681884.250000 Penalty: 1018.299072
	Iteration 8Q: 3 clusters Score -3681884 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -3682645.500000 Penalty: 1018.299072
	Iteration 9Q: 3 clusters Score -3682646 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -3683004.750000 Penalty: 1018.299072
	Iteration 10Q: 3 clusters Score -3683005 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -3683247.000000 Penalty: 1018.299072
	Iteration 11Q: 3 clusters Score -3683247 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -3683420.250000 Penalty: 1018.299072
	Iteration 12Q: 3 clusters Score -3683420 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -3683567.750000 Penalty: 1018.299072
	Iteration 13Q: 3 clusters Score -3683568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -3683684.250000 Penalty: 1018.299072
	Iteration 14Q: 3 clusters Score -3683684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -3683749.250000 Penalty: 1018.299072
	Iteration 15Q: 3 clusters Score -3683749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -3683778.250000 Penalty: 1018.299072
	Iteration 16Q: 3 clusters Score -3683778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -3683800.750000 Penalty: 1018.299072
	Iteration 17Q: 3 clusters Score -3683801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -3683815.000000 Penalty: 1018.299072
	Iteration 18Q: 3 clusters Score -3683815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -3683821.500000 Penalty: 1018.299072
	Iteration 19Q: 3 clusters Score -3683822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -3683830.000000 Penalty: 1018.299072
	Iteration 20F: 3 clusters Score -3683830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -3683836.000000 Penalty: 1018.299072
	Iteration 21Q: 3 clusters Score -3683836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -3683835.000000 Penalty: 1018.299072
	Iteration 22Q: 3 clusters Score -3683835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -3683833.750000 Penalty: 1018.299072
	Iteration 23Q: 3 clusters Score -3683834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -3683834.000000 Penalty: 1018.299072
	Iteration 24Q: 3 clusters Score -3683834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 71863 members 
Entering Unmasked Estep 
Score: -3683833.250000 Penalty: 1018.299072
	Iteration 25Q: 3 clusters Score -3683833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -3683833.000000 Penalty: 1018.299072
	Iteration 26Q: 3 clusters Score -3683833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -3683833.000000 Penalty: 1018.299072
	Iteration 27Q: 3 clusters Score -3683833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -3683836.500000 Penalty: 1018.299072
	Iteration 28Q: 3 clusters Score -3683836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -3683838.250000 Penalty: 1018.299072
	Iteration 29Q: 3 clusters Score -3683838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -3683837.250000 Penalty: 1018.299072
	Iteration 30Q: 3 clusters Score -3683837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -3683837.500000 Penalty: 1018.299072
	Iteration 31Q: 3 clusters Score -3683838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -3683841.750000 Penalty: 1018.299072
	Iteration 32Q: 3 clusters Score -3683842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -3683843.750000 Penalty: 1018.299072
	Iteration 33Q: 3 clusters Score -3683844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -3683841.750000 Penalty: 1018.299072
	Iteration 34Q: 3 clusters Score -3683842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -3683842.250000 Penalty: 1018.299072
	Iteration 35Q: 3 clusters Score -3683842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -3683846.250000 Penalty: 1018.299072
	Iteration 36Q: 3 clusters Score -3683846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -3683849.500000 Penalty: 1018.299072
	Iteration 37Q: 3 clusters Score -3683850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -3683845.750000 Penalty: 1018.299072
	Iteration 38Q: 3 clusters Score -3683846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -3683845.750000 Penalty: 1018.299072
	Iteration 39Q: 3 clusters Score -3683846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -3683845.500000 Penalty: 1018.299072
	Iteration 40F: 3 clusters Score -3683846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -3683846.750000 Penalty: 1018.299072
	Iteration 41Q: 3 clusters Score -3683847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -3683847.000000 Penalty: 1018.299072
	Iteration 42Q: 3 clusters Score -3683847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -3683848.000000 Penalty: 1018.299072
	Iteration 43Q: 3 clusters Score -3683848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -3683848.000000 Penalty: 1018.299072
	Iteration 44F: 3 clusters Score -3683848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -135319.125000 Penalty: 356.716339
	Iteration 0F: 2 clusters Score -135319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -133531.671875 Penalty: 713.432678
	Iteration 0F: 3 clusters Score -133531.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -134157.437500 Penalty: 713.432678
	Iteration 1F: 3 clusters Score -134157.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -134261.687500 Penalty: 713.432678
	Iteration 2F: 3 clusters Score -134261.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -134363.218750 Penalty: 713.432678
	Iteration 3F: 3 clusters Score -134363.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -134467.703125 Penalty: 713.432678
	Iteration 4F: 3 clusters Score -134467.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -134580.687500 Penalty: 713.432678
	Iteration 5F: 3 clusters Score -134580.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -134677.531250 Penalty: 713.432678
	Iteration 6F: 3 clusters Score -134677.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -134773.500000 Penalty: 713.432678
	Iteration 7Q: 3 clusters Score -134773.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -134840.109375 Penalty: 713.432678
	Iteration 8Q: 3 clusters Score -134840.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -134865.937500 Penalty: 713.432678
	Iteration 9Q: 3 clusters Score -134865.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -134879.609375 Penalty: 713.432678
	Iteration 10Q: 3 clusters Score -134879.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -134890.218750 Penalty: 713.432678
	Iteration 11Q: 3 clusters Score -134890.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -134901.390625 Penalty: 713.432678
	Iteration 12Q: 3 clusters Score -134901.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -134912.578125 Penalty: 713.432678
	Iteration 13Q: 3 clusters Score -134912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -134919.828125 Penalty: 713.432678
	Iteration 14Q: 3 clusters Score -134919.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -134925.843750 Penalty: 713.432678
	Iteration 15Q: 3 clusters Score -134925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -134928.984375 Penalty: 713.432678
	Iteration 16Q: 3 clusters Score -134929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -134931.187500 Penalty: 713.432678
	Iteration 17Q: 3 clusters Score -134931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -134932.046875 Penalty: 713.432678
	Iteration 18Q: 3 clusters Score -134932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -134932.796875 Penalty: 713.432678
	Iteration 19Q: 3 clusters Score -134932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -134932.953125 Penalty: 713.432678
	Iteration 20F: 3 clusters Score -134933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -65239.089844 Penalty: 332.963379
	Iteration 0F: 2 clusters Score -65239.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -64083.699219 Penalty: 665.926758
	Iteration 0F: 3 clusters Score -64083.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -64660.960938 Penalty: 665.926758
	Iteration 1F: 3 clusters Score -64660.96 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -65172.339844 Penalty: 665.926758
	Iteration 2F: 3 clusters Score -65172.34 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65865.984375 Penalty: 665.926758
	Iteration 3F: 3 clusters Score -65865.98 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66310.234375 Penalty: 665.926758
	Iteration 4F: 3 clusters Score -66310.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66407.507812 Penalty: 665.926758
	Iteration 5Q: 3 clusters Score -66407.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -66420.281250 Penalty: 665.926758
	Iteration 6Q: 3 clusters Score -66420.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -66421.539062 Penalty: 665.926758
	Iteration 7Q: 3 clusters Score -66421.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66421.679688 Penalty: 665.926758
	Iteration 8Q: 3 clusters Score -66421.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66421.679688 Penalty: 665.926758
	Iteration 9F: 3 clusters Score -66421.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
Score: -25297026.000000 Penalty: 9596.372070
Splitting cluster 12 changes total score from -25295264.000000 to -25297026.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 14 (254946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254946 members 
Entering Unmasked Estep 
Score: -12518546.000000 Penalty: 566.420715
	Iteration 0F: 2 clusters Score -1.251855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 127277 members 
Entering Unmasked Estep 
Score: -12351507.000000 Penalty: 1132.841431
	Iteration 0F: 3 clusters Score -1.235151e+07 nChanged 125798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -12432381.000000 Penalty: 1132.841431
	Iteration 1F: 3 clusters Score -1.243238e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -12439932.000000 Penalty: 1132.841431
	Iteration 2F: 3 clusters Score -1.243993e+07 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -12451491.000000 Penalty: 1132.841431
	Iteration 3F: 3 clusters Score -1.245149e+07 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -12466083.000000 Penalty: 1132.841431
	Iteration 4F: 3 clusters Score -1.246608e+07 nChanged 16420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -12480304.000000 Penalty: 1132.841431
	Iteration 5F: 3 clusters Score -1.24803e+07 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184809 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -12490327.000000 Penalty: 1132.841431
	Iteration 6F: 3 clusters Score -1.249033e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188920 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -12494821.000000 Penalty: 1132.841431
	Iteration 7Q: 3 clusters Score -1.249482e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192509 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -12496718.000000 Penalty: 1132.841431
	Iteration 8Q: 3 clusters Score -1.249672e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196021 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -12497804.000000 Penalty: 1132.841431
	Iteration 9Q: 3 clusters Score -1.24978e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199392 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -12498659.000000 Penalty: 1132.841431
	Iteration 10Q: 3 clusters Score -1.249866e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202726 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -12499284.000000 Penalty: 1132.841431
	Iteration 11Q: 3 clusters Score -1.249928e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206135 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -12500373.000000 Penalty: 1132.841431
	Iteration 12Q: 3 clusters Score -1.250037e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209669 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -12501445.000000 Penalty: 1132.841431
	Iteration 13Q: 3 clusters Score -1.250144e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -12502453.000000 Penalty: 1132.841431
	Iteration 14Q: 3 clusters Score -1.250245e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216682 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -12503549.000000 Penalty: 1132.841431
	Iteration 15Q: 3 clusters Score -1.250355e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220044 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -12504483.000000 Penalty: 1132.841431
	Iteration 16Q: 3 clusters Score -1.250448e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223292 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -12505672.000000 Penalty: 1132.841431
	Iteration 17Q: 3 clusters Score -1.250567e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226393 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -12506717.000000 Penalty: 1132.841431
	Iteration 18Q: 3 clusters Score -1.250672e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229379 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -12507644.000000 Penalty: 1132.841431
	Iteration 19Q: 3 clusters Score -1.250764e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232162 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -12508534.000000 Penalty: 1132.841431
	Iteration 20F: 3 clusters Score -1.250853e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234860 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -12509434.000000 Penalty: 1132.841431
	Iteration 21Q: 3 clusters Score -1.250943e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237412 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -12510373.000000 Penalty: 1132.841431
	Iteration 22Q: 3 clusters Score -1.251037e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239816 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -12511437.000000 Penalty: 1132.841431
	Iteration 23Q: 3 clusters Score -1.251144e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242065 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -12512537.000000 Penalty: 1132.841431
	Iteration 24Q: 3 clusters Score -1.251254e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244034 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -12513505.000000 Penalty: 1132.841431
	Iteration 25Q: 3 clusters Score -1.25135e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245748 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -12514379.000000 Penalty: 1132.841431
	Iteration 26Q: 3 clusters Score -1.251438e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247260 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -12515188.000000 Penalty: 1132.841431
	Iteration 27Q: 3 clusters Score -1.251519e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248514 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -12515776.000000 Penalty: 1132.841431
	Iteration 28Q: 3 clusters Score -1.251578e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249557 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -12516094.000000 Penalty: 1132.841431
	Iteration 29Q: 3 clusters Score -1.251609e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250431 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -12516425.000000 Penalty: 1132.841431
	Iteration 30Q: 3 clusters Score -1.251642e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251135 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -12516697.000000 Penalty: 1132.841431
	Iteration 31Q: 3 clusters Score -1.25167e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251705 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -12516936.000000 Penalty: 1132.841431
	Iteration 32Q: 3 clusters Score -1.251694e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252147 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12517112.000000 Penalty: 1132.841431
	Iteration 33Q: 3 clusters Score -1.251711e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252512 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12517282.000000 Penalty: 1132.841431
	Iteration 34Q: 3 clusters Score -1.251728e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252821 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -12517436.000000 Penalty: 1132.841431
	Iteration 35Q: 3 clusters Score -1.251744e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253057 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12517564.000000 Penalty: 1132.841431
	Iteration 36Q: 3 clusters Score -1.251756e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253272 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12517697.000000 Penalty: 1132.841431
	Iteration 37Q: 3 clusters Score -1.25177e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253416 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12517785.000000 Penalty: 1132.841431
	Iteration 38Q: 3 clusters Score -1.251778e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253520 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12517857.000000 Penalty: 1132.841431
	Iteration 39Q: 3 clusters Score -1.251786e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253613 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12517916.000000 Penalty: 1132.841431
	Iteration 40F: 3 clusters Score -1.251792e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12517937.000000 Penalty: 1132.841431
	Iteration 41Q: 3 clusters Score -1.251794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253710 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12517964.000000 Penalty: 1132.841431
	Iteration 42Q: 3 clusters Score -1.251796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253744 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -12517987.000000 Penalty: 1132.841431
	Iteration 43Q: 3 clusters Score -1.251799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253760 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12517988.000000 Penalty: 1132.841431
	Iteration 44Q: 3 clusters Score -1.251799e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253774 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12518012.000000 Penalty: 1132.841431
	Iteration 45Q: 3 clusters Score -1.251801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253788 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12518030.000000 Penalty: 1132.841431
	Iteration 46Q: 3 clusters Score -1.251803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253803 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12518045.000000 Penalty: 1132.841431
	Iteration 47Q: 3 clusters Score -1.251804e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253818 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12518049.000000 Penalty: 1132.841431
	Iteration 48Q: 3 clusters Score -1.251805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253831 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12518062.000000 Penalty: 1132.841431
	Iteration 49Q: 3 clusters Score -1.251806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253842 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12518053.000000 Penalty: 1132.841431
	Iteration 50Q: 3 clusters Score -1.251805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253841 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12518055.000000 Penalty: 1132.841431
	Iteration 51Q: 3 clusters Score -1.251806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253846 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12518056.000000 Penalty: 1132.841431
	Iteration 52Q: 3 clusters Score -1.251806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253849 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12518056.000000 Penalty: 1132.841431
	Iteration 53Q: 3 clusters Score -1.251806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253851 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12518063.000000 Penalty: 1132.841431
	Iteration 54Q: 3 clusters Score -1.251806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253854 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12518061.000000 Penalty: 1132.841431
	Iteration 55Q: 3 clusters Score -1.251806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253859 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12518069.000000 Penalty: 1132.841431
	Iteration 56Q: 3 clusters Score -1.251807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253860 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12518073.000000 Penalty: 1132.841431
	Iteration 57Q: 3 clusters Score -1.251807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253861 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12518072.000000 Penalty: 1132.841431
	Iteration 58Q: 3 clusters Score -1.251807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253859 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12518077.000000 Penalty: 1132.841431
	Iteration 59Q: 3 clusters Score -1.251808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253862 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12518079.000000 Penalty: 1132.841431
	Iteration 60F: 3 clusters Score -1.251808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253865 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12518082.000000 Penalty: 1132.841431
	Iteration 61Q: 3 clusters Score -1.251808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253869 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12518080.000000 Penalty: 1132.841431
	Iteration 62Q: 3 clusters Score -1.251808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253874 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12518084.000000 Penalty: 1132.841431
	Iteration 63Q: 3 clusters Score -1.251808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253880 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12518090.000000 Penalty: 1132.841431
	Iteration 64Q: 3 clusters Score -1.251809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253886 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12518084.000000 Penalty: 1132.841431
	Iteration 65Q: 3 clusters Score -1.251808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253891 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12518088.000000 Penalty: 1132.841431
	Iteration 66Q: 3 clusters Score -1.251809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12518090.000000 Penalty: 1132.841431
	Iteration 67Q: 3 clusters Score -1.251809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253891 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12518085.000000 Penalty: 1132.841431
	Iteration 68Q: 3 clusters Score -1.251808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253888 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12518089.000000 Penalty: 1132.841431
	Iteration 69Q: 3 clusters Score -1.251809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253892 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12518085.000000 Penalty: 1132.841431
	Iteration 70Q: 3 clusters Score -1.251808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253896 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12518086.000000 Penalty: 1132.841431
	Iteration 71Q: 3 clusters Score -1.251809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253898 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12518092.000000 Penalty: 1132.841431
	Iteration 72Q: 3 clusters Score -1.251809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253900 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12518083.000000 Penalty: 1132.841431
	Iteration 73Q: 3 clusters Score -1.251808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253901 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12518084.000000 Penalty: 1132.841431
	Iteration 74Q: 3 clusters Score -1.251808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253897 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12518092.000000 Penalty: 1132.841431
	Iteration 75Q: 3 clusters Score -1.251809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253897 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12518085.000000 Penalty: 1132.841431
	Iteration 76Q: 3 clusters Score -1.251808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253896 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12518085.000000 Penalty: 1132.841431
	Iteration 77Q: 3 clusters Score -1.251808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253894 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12518090.000000 Penalty: 1132.841431
	Iteration 78Q: 3 clusters Score -1.251809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12518089.000000 Penalty: 1132.841431
	Iteration 79Q: 3 clusters Score -1.251809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253890 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12518091.000000 Penalty: 1132.841431
	Iteration 80F: 3 clusters Score -1.251809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253889 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12518086.000000 Penalty: 1132.841431
	Iteration 81Q: 3 clusters Score -1.251809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253888 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -12518088.000000 Penalty: 1132.841431
	Iteration 82Q: 3 clusters Score -1.251809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253886 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12518085.000000 Penalty: 1132.841431
	Iteration 83Q: 3 clusters Score -1.251808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253883 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12518080.000000 Penalty: 1132.841431
	Iteration 84Q: 3 clusters Score -1.251808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253881 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12518094.000000 Penalty: 1132.841431
	Iteration 85Q: 3 clusters Score -1.251809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253882 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12518090.000000 Penalty: 1132.841431
	Iteration 86Q: 3 clusters Score -1.251809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253882 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12518090.000000 Penalty: 1132.841431
	Iteration 87F: 3 clusters Score -1.251809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -16754.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -16754.75 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 188 members 
Entering Unmasked Estep 
Score: -16340.562500 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -16340.56 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16482.804688 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -16482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16553.343750 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -16553.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16608.238281 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -16608.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16637.892578 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -16637.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16657.455078 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -16657.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16675.314453 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -16675.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16686.490234 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -16686.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16697.693359 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -16697.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16706.083984 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -16706.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16710.308594 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -16710.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16713.929688 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -16713.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16715.835938 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -16715.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16735.681641 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -16735.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16771.458984 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -16771.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16821.599609 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -16821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16847.804688 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -16847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16857.595703 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -16857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16864.251953 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -16864.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16864.736328 Penalty: 544.538208
	Iteration 19Q: 3 clusters Score -16864.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16864.736328 Penalty: 544.538208
	Iteration 20F: 3 clusters Score -16864.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 213 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
Score: -25296816.000000 Penalty: 10196.145508
Splitting cluster 18 changes total score from -25295264.000000 to -25296816.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 20 (34865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Entering Unmasked Estep 
Score: -1640320.375000 Penalty: 475.895386
	Iteration 0F: 2 clusters Score -1640320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1617032.375000 Penalty: 951.790771
	Iteration 0F: 3 clusters Score -1617032 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1627743.250000 Penalty: 951.790771
	Iteration 1F: 3 clusters Score -1627743 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1629223.500000 Penalty: 951.790771
	Iteration 2F: 3 clusters Score -1629224 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1631411.125000 Penalty: 951.790771
	Iteration 3F: 3 clusters Score -1631411 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1633818.375000 Penalty: 951.790771
	Iteration 4F: 3 clusters Score -1633818 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1635445.250000 Penalty: 951.790771
	Iteration 5F: 3 clusters Score -1635445 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1636108.125000 Penalty: 951.790771
	Iteration 6Q: 3 clusters Score -1636108 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1636384.875000 Penalty: 951.790771
	Iteration 7Q: 3 clusters Score -1636385 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1636574.625000 Penalty: 951.790771
	Iteration 8Q: 3 clusters Score -1636575 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1636741.375000 Penalty: 951.790771
	Iteration 9Q: 3 clusters Score -1636741 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1636893.375000 Penalty: 951.790771
	Iteration 10Q: 3 clusters Score -1636893 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1637031.250000 Penalty: 951.790771
	Iteration 11Q: 3 clusters Score -1637031 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1637164.125000 Penalty: 951.790771
	Iteration 12Q: 3 clusters Score -1637164 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1637311.000000 Penalty: 951.790771
	Iteration 13Q: 3 clusters Score -1637311 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1637454.000000 Penalty: 951.790771
	Iteration 14Q: 3 clusters Score -1637454 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1637617.125000 Penalty: 951.790771
	Iteration 15Q: 3 clusters Score -1637617 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1637826.625000 Penalty: 951.790771
	Iteration 16Q: 3 clusters Score -1637827 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1638120.875000 Penalty: 951.790771
	Iteration 17Q: 3 clusters Score -1638121 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1638390.125000 Penalty: 951.790771
	Iteration 18Q: 3 clusters Score -1638390 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1638566.625000 Penalty: 951.790771
	Iteration 19Q: 3 clusters Score -1638567 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1638748.750000 Penalty: 951.790771
	Iteration 20F: 3 clusters Score -1638749 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1638899.625000 Penalty: 951.790771
	Iteration 21Q: 3 clusters Score -1638900 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1639043.750000 Penalty: 951.790771
	Iteration 22Q: 3 clusters Score -1639044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -1639189.375000 Penalty: 951.790771
	Iteration 23Q: 3 clusters Score -1639189 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1639324.750000 Penalty: 951.790771
	Iteration 24Q: 3 clusters Score -1639325 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1639440.125000 Penalty: 951.790771
	Iteration 25Q: 3 clusters Score -1639440 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -1639545.125000 Penalty: 951.790771
	Iteration 26Q: 3 clusters Score -1639545 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1639625.000000 Penalty: 951.790771
	Iteration 27Q: 3 clusters Score -1639625 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -1639695.500000 Penalty: 951.790771
	Iteration 28Q: 3 clusters Score -1639696 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1639755.125000 Penalty: 951.790771
	Iteration 29Q: 3 clusters Score -1639755 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -1639807.625000 Penalty: 951.790771
	Iteration 30Q: 3 clusters Score -1639808 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1639845.625000 Penalty: 951.790771
	Iteration 31Q: 3 clusters Score -1639846 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -1639883.375000 Penalty: 951.790771
	Iteration 32Q: 3 clusters Score -1639883 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -1639920.250000 Penalty: 951.790771
	Iteration 33Q: 3 clusters Score -1639920 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -1639951.500000 Penalty: 951.790771
	Iteration 34Q: 3 clusters Score -1639952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1639988.375000 Penalty: 951.790771
	Iteration 35Q: 3 clusters Score -1639988 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -1640017.500000 Penalty: 951.790771
	Iteration 36Q: 3 clusters Score -1640018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1640056.125000 Penalty: 951.790771
	Iteration 37Q: 3 clusters Score -1640056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -1640093.250000 Penalty: 951.790771
	Iteration 38Q: 3 clusters Score -1640093 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -1640116.875000 Penalty: 951.790771
	Iteration 39Q: 3 clusters Score -1640117 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -1640131.125000 Penalty: 951.790771
	Iteration 40F: 3 clusters Score -1640131 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1640172.250000 Penalty: 951.790771
	Iteration 41Q: 3 clusters Score -1640172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1640199.375000 Penalty: 951.790771
	Iteration 42Q: 3 clusters Score -1640199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1640220.375000 Penalty: 951.790771
	Iteration 43Q: 3 clusters Score -1640220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -1640233.875000 Penalty: 951.790771
	Iteration 44Q: 3 clusters Score -1640234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -1640248.625000 Penalty: 951.790771
	Iteration 45Q: 3 clusters Score -1640249 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -1640260.250000 Penalty: 951.790771
	Iteration 46Q: 3 clusters Score -1640260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -1640275.250000 Penalty: 951.790771
	Iteration 47Q: 3 clusters Score -1640275 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -1640285.000000 Penalty: 951.790771
	Iteration 48Q: 3 clusters Score -1640285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -1640295.375000 Penalty: 951.790771
	Iteration 49Q: 3 clusters Score -1640295 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -1640294.625000 Penalty: 951.790771
	Iteration 50Q: 3 clusters Score -1640295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1640301.250000 Penalty: 951.790771
	Iteration 51Q: 3 clusters Score -1640301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -1640300.625000 Penalty: 951.790771
	Iteration 52Q: 3 clusters Score -1640301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -1640306.875000 Penalty: 951.790771
	Iteration 53Q: 3 clusters Score -1640307 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1640310.875000 Penalty: 951.790771
	Iteration 54Q: 3 clusters Score -1640311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -1640318.375000 Penalty: 951.790771
	Iteration 55Q: 3 clusters Score -1640318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -1640323.000000 Penalty: 951.790771
	Iteration 56Q: 3 clusters Score -1640323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -1640321.000000 Penalty: 951.790771
	Iteration 57Q: 3 clusters Score -1640321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -1640327.000000 Penalty: 951.790771
	Iteration 58Q: 3 clusters Score -1640327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -1640331.750000 Penalty: 951.790771
	Iteration 59Q: 3 clusters Score -1640332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1640323.875000 Penalty: 951.790771
	Iteration 60F: 3 clusters Score -1640324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -1640327.375000 Penalty: 951.790771
	Iteration 61Q: 3 clusters Score -1640327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -1640331.000000 Penalty: 951.790771
	Iteration 62Q: 3 clusters Score -1640331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -1640337.750000 Penalty: 951.790771
	Iteration 63Q: 3 clusters Score -1640338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -1640338.125000 Penalty: 951.790771
	Iteration 64Q: 3 clusters Score -1640338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -1640341.625000 Penalty: 951.790771
	Iteration 65Q: 3 clusters Score -1640342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -1640345.000000 Penalty: 951.790771
	Iteration 66Q: 3 clusters Score -1640345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -1640344.125000 Penalty: 951.790771
	Iteration 67Q: 3 clusters Score -1640344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -1640341.625000 Penalty: 951.790771
	Iteration 68Q: 3 clusters Score -1640342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -1640346.750000 Penalty: 951.790771
	Iteration 69Q: 3 clusters Score -1640347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -1640344.375000 Penalty: 951.790771
	Iteration 70Q: 3 clusters Score -1640344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -1640348.250000 Penalty: 951.790771
	Iteration 71Q: 3 clusters Score -1640348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -1640344.500000 Penalty: 951.790771
	Iteration 72Q: 3 clusters Score -1640344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1640342.375000 Penalty: 951.790771
	Iteration 73Q: 3 clusters Score -1640342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -1640341.500000 Penalty: 951.790771
	Iteration 74Q: 3 clusters Score -1640342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -1640341.375000 Penalty: 951.790771
	Iteration 75Q: 3 clusters Score -1640341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -1640343.250000 Penalty: 951.790771
	Iteration 76Q: 3 clusters Score -1640343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -1640344.500000 Penalty: 951.790771
	Iteration 77Q: 3 clusters Score -1640344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1640347.000000 Penalty: 951.790771
	Iteration 78Q: 3 clusters Score -1640347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -1640346.250000 Penalty: 951.790771
	Iteration 79Q: 3 clusters Score -1640346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -1640348.250000 Penalty: 951.790771
	Iteration 80F: 3 clusters Score -1640348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -1640350.750000 Penalty: 951.790771
	Iteration 81Q: 3 clusters Score -1640351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1640350.500000 Penalty: 951.790771
	Iteration 82Q: 3 clusters Score -1640350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -1640352.375000 Penalty: 951.790771
	Iteration 83Q: 3 clusters Score -1640352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -1640352.875000 Penalty: 951.790771
	Iteration 84Q: 3 clusters Score -1640353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -1640355.750000 Penalty: 951.790771
	Iteration 85Q: 3 clusters Score -1640356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -1640353.500000 Penalty: 951.790771
	Iteration 86Q: 3 clusters Score -1640354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -1640353.375000 Penalty: 951.790771
	Iteration 87Q: 3 clusters Score -1640353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -1640354.500000 Penalty: 951.790771
	Iteration 88Q: 3 clusters Score -1640354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -1640354.375000 Penalty: 951.790771
	Iteration 89Q: 3 clusters Score -1640354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -1640353.250000 Penalty: 951.790771
	Iteration 90Q: 3 clusters Score -1640353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -1640352.750000 Penalty: 951.790771
	Iteration 91Q: 3 clusters Score -1640353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -1640352.750000 Penalty: 951.790771
	Iteration 92F: 3 clusters Score -1640353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 213 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 27834 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
Score: -25296636.000000 Penalty: 10795.917969
Splitting cluster 20 changes total score from -25295264.000000 to -25296636.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -27627.427734 Penalty: 289.281830
	Iteration 0F: 2 clusters Score -27627.43 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 286 members 
Entering Unmasked Estep 
Score: -27092.316406 Penalty: 578.563660
	Iteration 0F: 3 clusters Score -27092.32 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27209.263672 Penalty: 578.563660
	Iteration 1F: 3 clusters Score -27209.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27245.539062 Penalty: 578.563660
	Iteration 2F: 3 clusters Score -27245.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27269.572266 Penalty: 578.563660
	Iteration 3Q: 3 clusters Score -27269.57 nChanged 24
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: -27294.605469 Penalty: 578.563660
	Iteration 4Q: 3 clusters Score -27294.61 nChanged 20
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: -27309.617188 Penalty: 578.563660
	Iteration 5Q: 3 clusters Score -27309.62 nChanged 17
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: -27324.578125 Penalty: 578.563660
	Iteration 6Q: 3 clusters Score -27324.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27336.123047 Penalty: 578.563660
	Iteration 7Q: 3 clusters Score -27336.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27342.789062 Penalty: 578.563660
	Iteration 8Q: 3 clusters Score -27342.79 nChanged 5
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: -27345.855469 Penalty: 578.563660
	Iteration 9Q: 3 clusters Score -27345.86 nChanged 0
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: -27345.855469 Penalty: 578.563660
	Iteration 10F: 3 clusters Score -27345.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (136865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Entering Unmasked Estep 
Score: -6708208.500000 Penalty: 538.117188
	Iteration 0F: 2 clusters Score -6708208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -6615310.500000 Penalty: 1076.234375
	Iteration 0F: 3 clusters Score -6615310 nChanged 67060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -6655463.500000 Penalty: 1076.234375
	Iteration 1F: 3 clusters Score -6655464 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -6656708.000000 Penalty: 1076.234375
	Iteration 2Q: 3 clusters Score -6656708 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -6658843.000000 Penalty: 1076.234375
	Iteration 3Q: 3 clusters Score -6658843 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -6662628.500000 Penalty: 1076.234375
	Iteration 4Q: 3 clusters Score -6662628 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -6668308.000000 Penalty: 1076.234375
	Iteration 5F: 3 clusters Score -6668308 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -6674976.000000 Penalty: 1076.234375
	Iteration 6F: 3 clusters Score -6674976 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -6680344.500000 Penalty: 1076.234375
	Iteration 7F: 3 clusters Score -6680344 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -6682945.000000 Penalty: 1076.234375
	Iteration 8Q: 3 clusters Score -6682945 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -6683793.500000 Penalty: 1076.234375
	Iteration 9Q: 3 clusters Score -6683794 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -6684173.500000 Penalty: 1076.234375
	Iteration 10Q: 3 clusters Score -6684174 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -6684581.500000 Penalty: 1076.234375
	Iteration 11Q: 3 clusters Score -6684582 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -6684994.000000 Penalty: 1076.234375
	Iteration 12Q: 3 clusters Score -6684994 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -6685456.000000 Penalty: 1076.234375
	Iteration 13Q: 3 clusters Score -6685456 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -6686072.000000 Penalty: 1076.234375
	Iteration 14Q: 3 clusters Score -6686072 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -6686745.000000 Penalty: 1076.234375
	Iteration 15Q: 3 clusters Score -6686745 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -6687447.500000 Penalty: 1076.234375
	Iteration 16Q: 3 clusters Score -6687448 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -6688304.000000 Penalty: 1076.234375
	Iteration 17Q: 3 clusters Score -6688304 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -6689218.500000 Penalty: 1076.234375
	Iteration 18Q: 3 clusters Score -6689218 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -6690390.500000 Penalty: 1076.234375
	Iteration 19Q: 3 clusters Score -6690390 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -6691664.500000 Penalty: 1076.234375
	Iteration 20F: 3 clusters Score -6691664 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -6693141.500000 Penalty: 1076.234375
	Iteration 21Q: 3 clusters Score -6693142 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -6694709.000000 Penalty: 1076.234375
	Iteration 22Q: 3 clusters Score -6694709 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -6696207.000000 Penalty: 1076.234375
	Iteration 23Q: 3 clusters Score -6696207 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -6697587.500000 Penalty: 1076.234375
	Iteration 24Q: 3 clusters Score -6697588 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -6698713.000000 Penalty: 1076.234375
	Iteration 25Q: 3 clusters Score -6698713 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -6699529.500000 Penalty: 1076.234375
	Iteration 26Q: 3 clusters Score -6699530 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -6700233.000000 Penalty: 1076.234375
	Iteration 27Q: 3 clusters Score -6700233 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -6700814.500000 Penalty: 1076.234375
	Iteration 28Q: 3 clusters Score -6700814 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -6701353.000000 Penalty: 1076.234375
	Iteration 29Q: 3 clusters Score -6701353 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -6701840.500000 Penalty: 1076.234375
	Iteration 30Q: 3 clusters Score -6701840 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -6702287.500000 Penalty: 1076.234375
	Iteration 31Q: 3 clusters Score -6702288 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -6702662.500000 Penalty: 1076.234375
	Iteration 32Q: 3 clusters Score -6702662 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -6703000.500000 Penalty: 1076.234375
	Iteration 33Q: 3 clusters Score -6703000 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 103370 members 
Entering Unmasked Estep 
Score: -6703327.500000 Penalty: 1076.234375
	Iteration 34Q: 3 clusters Score -6703328 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -6703511.000000 Penalty: 1076.234375
	Iteration 35Q: 3 clusters Score -6703511 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -6703713.500000 Penalty: 1076.234375
	Iteration 36Q: 3 clusters Score -6703714 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -6703968.000000 Penalty: 1076.234375
	Iteration 37Q: 3 clusters Score -6703968 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -6704153.000000 Penalty: 1076.234375
	Iteration 38Q: 3 clusters Score -6704153 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 108568 members 
Entering Unmasked Estep 
Score: -6704325.000000 Penalty: 1076.234375
	Iteration 39Q: 3 clusters Score -6704325 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -6704504.000000 Penalty: 1076.234375
	Iteration 40F: 3 clusters Score -6704504 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -6704674.000000 Penalty: 1076.234375
	Iteration 41Q: 3 clusters Score -6704674 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -6704762.500000 Penalty: 1076.234375
	Iteration 42Q: 3 clusters Score -6704762 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 111803 members 
Entering Unmasked Estep 
Score: -6704857.000000 Penalty: 1076.234375
	Iteration 43Q: 3 clusters Score -6704857 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 112541 members 
Entering Unmasked Estep 
Score: -6705001.000000 Penalty: 1076.234375
	Iteration 44Q: 3 clusters Score -6705001 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -6705088.000000 Penalty: 1076.234375
	Iteration 45Q: 3 clusters Score -6705088 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -6705234.000000 Penalty: 1076.234375
	Iteration 46Q: 3 clusters Score -6705234 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -6705334.500000 Penalty: 1076.234375
	Iteration 47Q: 3 clusters Score -6705334 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -6705442.000000 Penalty: 1076.234375
	Iteration 48Q: 3 clusters Score -6705442 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -6705548.500000 Penalty: 1076.234375
	Iteration 49Q: 3 clusters Score -6705548 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -6705636.000000 Penalty: 1076.234375
	Iteration 50Q: 3 clusters Score -6705636 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 117000 members 
Entering Unmasked Estep 
Score: -6705719.500000 Penalty: 1076.234375
	Iteration 51Q: 3 clusters Score -6705720 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 117523 members 
Entering Unmasked Estep 
Score: -6705806.000000 Penalty: 1076.234375
	Iteration 52Q: 3 clusters Score -6705806 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 118021 members 
Entering Unmasked Estep 
Score: -6705871.500000 Penalty: 1076.234375
	Iteration 53Q: 3 clusters Score -6705872 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -6705948.000000 Penalty: 1076.234375
	Iteration 54Q: 3 clusters Score -6705948 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -6706035.500000 Penalty: 1076.234375
	Iteration 55Q: 3 clusters Score -6706036 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -6706123.000000 Penalty: 1076.234375
	Iteration 56Q: 3 clusters Score -6706123 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -6706166.000000 Penalty: 1076.234375
	Iteration 57Q: 3 clusters Score -6706166 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -6706202.500000 Penalty: 1076.234375
	Iteration 58Q: 3 clusters Score -6706202 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -6706246.500000 Penalty: 1076.234375
	Iteration 59Q: 3 clusters Score -6706246 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -6706296.000000 Penalty: 1076.234375
	Iteration 60F: 3 clusters Score -6706296 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -6706336.500000 Penalty: 1076.234375
	Iteration 61Q: 3 clusters Score -6706336 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -6706391.000000 Penalty: 1076.234375
	Iteration 62Q: 3 clusters Score -6706391 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 122340 members 
Entering Unmasked Estep 
Score: -6706438.500000 Penalty: 1076.234375
	Iteration 63Q: 3 clusters Score -6706438 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -6706490.500000 Penalty: 1076.234375
	Iteration 64Q: 3 clusters Score -6706490 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -6706527.500000 Penalty: 1076.234375
	Iteration 65Q: 3 clusters Score -6706528 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -6706584.000000 Penalty: 1076.234375
	Iteration 66Q: 3 clusters Score -6706584 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -6706659.500000 Penalty: 1076.234375
	Iteration 67Q: 3 clusters Score -6706660 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 123896 members 
Entering Unmasked Estep 
Score: -6706699.500000 Penalty: 1076.234375
	Iteration 68Q: 3 clusters Score -6706700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -6706712.000000 Penalty: 1076.234375
	Iteration 69Q: 3 clusters Score -6706712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -6706706.500000 Penalty: 1076.234375
	Iteration 70Q: 3 clusters Score -6706706 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 124591 members 
Entering Unmasked Estep 
Score: -6706731.500000 Penalty: 1076.234375
	Iteration 71Q: 3 clusters Score -6706732 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -6706735.000000 Penalty: 1076.234375
	Iteration 72Q: 3 clusters Score -6706735 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -6706795.000000 Penalty: 1076.234375
	Iteration 73Q: 3 clusters Score -6706795 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -6706817.000000 Penalty: 1076.234375
	Iteration 74Q: 3 clusters Score -6706817 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -6706834.500000 Penalty: 1076.234375
	Iteration 75Q: 3 clusters Score -6706834 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -6706851.000000 Penalty: 1076.234375
	Iteration 76Q: 3 clusters Score -6706851 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -6706857.500000 Penalty: 1076.234375
	Iteration 77Q: 3 clusters Score -6706858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 126187 members 
Entering Unmasked Estep 
Score: -6706859.500000 Penalty: 1076.234375
	Iteration 78Q: 3 clusters Score -6706860 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -6706884.000000 Penalty: 1076.234375
	Iteration 79Q: 3 clusters Score -6706884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -6706923.000000 Penalty: 1076.234375
	Iteration 80F: 3 clusters Score -6706923 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -6706950.500000 Penalty: 1076.234375
	Iteration 81Q: 3 clusters Score -6706950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -6706972.500000 Penalty: 1076.234375
	Iteration 82Q: 3 clusters Score -6706972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 127132 members 
Entering Unmasked Estep 
Score: -6706997.500000 Penalty: 1076.234375
	Iteration 83Q: 3 clusters Score -6706998 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -6706984.000000 Penalty: 1076.234375
	Iteration 84Q: 3 clusters Score -6706984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 127452 members 
Entering Unmasked Estep 
Score: -6707023.000000 Penalty: 1076.234375
	Iteration 85Q: 3 clusters Score -6707023 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -6707019.500000 Penalty: 1076.234375
	Iteration 86Q: 3 clusters Score -6707020 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 127753 members 
Entering Unmasked Estep 
Score: -6707037.500000 Penalty: 1076.234375
	Iteration 87Q: 3 clusters Score -6707038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -6707039.000000 Penalty: 1076.234375
	Iteration 88Q: 3 clusters Score -6707039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 128068 members 
Entering Unmasked Estep 
Score: -6707053.000000 Penalty: 1076.234375
	Iteration 89Q: 3 clusters Score -6707053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -6707085.500000 Penalty: 1076.234375
	Iteration 90Q: 3 clusters Score -6707086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -6707112.000000 Penalty: 1076.234375
	Iteration 91Q: 3 clusters Score -6707112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 128425 members 
Entering Unmasked Estep 
Score: -6707110.500000 Penalty: 1076.234375
	Iteration 92Q: 3 clusters Score -6707110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 128534 members 
Entering Unmasked Estep 
Score: -6707129.000000 Penalty: 1076.234375
	Iteration 93Q: 3 clusters Score -6707129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -6707118.500000 Penalty: 1076.234375
	Iteration 94Q: 3 clusters Score -6707118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 128706 members 
Entering Unmasked Estep 
Score: -6707119.500000 Penalty: 1076.234375
	Iteration 95Q: 3 clusters Score -6707120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -6707127.500000 Penalty: 1076.234375
	Iteration 96Q: 3 clusters Score -6707128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 128877 members 
Entering Unmasked Estep 
Score: -6707131.000000 Penalty: 1076.234375
	Iteration 97Q: 3 clusters Score -6707131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -6707141.500000 Penalty: 1076.234375
	Iteration 98Q: 3 clusters Score -6707142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -6707124.000000 Penalty: 1076.234375
	Iteration 99Q: 3 clusters Score -6707124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -6707137.500000 Penalty: 1076.234375
	Iteration 100F: 3 clusters Score -6707138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -6707149.000000 Penalty: 1076.234375
	Iteration 101Q: 3 clusters Score -6707149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -6707154.000000 Penalty: 1076.234375
	Iteration 102Q: 3 clusters Score -6707154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 129370 members 
Entering Unmasked Estep 
Score: -6707163.500000 Penalty: 1076.234375
	Iteration 103Q: 3 clusters Score -6707164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -6707152.500000 Penalty: 1076.234375
	Iteration 104Q: 3 clusters Score -6707152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -6707161.000000 Penalty: 1076.234375
	Iteration 105Q: 3 clusters Score -6707161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 129658 members 
Entering Unmasked Estep 
Score: -6707183.000000 Penalty: 1076.234375
	Iteration 106Q: 3 clusters Score -6707183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -6707182.000000 Penalty: 1076.234375
	Iteration 107Q: 3 clusters Score -6707182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 129843 members 
Entering Unmasked Estep 
Score: -6707189.500000 Penalty: 1076.234375
	Iteration 108Q: 3 clusters Score -6707190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -6707215.000000 Penalty: 1076.234375
	Iteration 109Q: 3 clusters Score -6707215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 130060 members 
Entering Unmasked Estep 
Score: -6707213.500000 Penalty: 1076.234375
	Iteration 110Q: 3 clusters Score -6707214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -6707223.500000 Penalty: 1076.234375
	Iteration 111Q: 3 clusters Score -6707224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 130304 members 
Entering Unmasked Estep 
Score: -6707234.500000 Penalty: 1076.234375
	Iteration 112Q: 3 clusters Score -6707234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 130417 members 
Entering Unmasked Estep 
Score: -6707227.500000 Penalty: 1076.234375
	Iteration 113Q: 3 clusters Score -6707228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -6707240.000000 Penalty: 1076.234375
	Iteration 114Q: 3 clusters Score -6707240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -6707252.500000 Penalty: 1076.234375
	Iteration 115Q: 3 clusters Score -6707252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 130727 members 
Entering Unmasked Estep 
Score: -6707262.000000 Penalty: 1076.234375
	Iteration 116Q: 3 clusters Score -6707262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -6707265.000000 Penalty: 1076.234375
	Iteration 117Q: 3 clusters Score -6707265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -6707289.500000 Penalty: 1076.234375
	Iteration 118Q: 3 clusters Score -6707290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -6707315.500000 Penalty: 1076.234375
	Iteration 119Q: 3 clusters Score -6707316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -6707311.000000 Penalty: 1076.234375
	Iteration 120F: 3 clusters Score -6707311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 131199 members 
Entering Unmasked Estep 
Score: -6707316.000000 Penalty: 1076.234375
	Iteration 121Q: 3 clusters Score -6707316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -6707314.000000 Penalty: 1076.234375
	Iteration 122Q: 3 clusters Score -6707314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -6707325.000000 Penalty: 1076.234375
	Iteration 123Q: 3 clusters Score -6707325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -6707325.000000 Penalty: 1076.234375
	Iteration 124Q: 3 clusters Score -6707325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -6707326.500000 Penalty: 1076.234375
	Iteration 125Q: 3 clusters Score -6707326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 131565 members 
Entering Unmasked Estep 
Score: -6707343.000000 Penalty: 1076.234375
	Iteration 126Q: 3 clusters Score -6707343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -6707355.500000 Penalty: 1076.234375
	Iteration 127Q: 3 clusters Score -6707356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 131700 members 
Entering Unmasked Estep 
Score: -6707361.000000 Penalty: 1076.234375
	Iteration 128Q: 3 clusters Score -6707361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -6707357.000000 Penalty: 1076.234375
	Iteration 129Q: 3 clusters Score -6707357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 131831 members 
Entering Unmasked Estep 
Score: -6707364.500000 Penalty: 1076.234375
	Iteration 130Q: 3 clusters Score -6707364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 131904 members 
Entering Unmasked Estep 
Score: -6707390.500000 Penalty: 1076.234375
	Iteration 131Q: 3 clusters Score -6707390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -6707401.000000 Penalty: 1076.234375
	Iteration 132Q: 3 clusters Score -6707401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 132061 members 
Entering Unmasked Estep 
Score: -6707409.500000 Penalty: 1076.234375
	Iteration 133Q: 3 clusters Score -6707410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 132151 members 
Entering Unmasked Estep 
Score: -6707420.500000 Penalty: 1076.234375
	Iteration 134Q: 3 clusters Score -6707420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -6707418.500000 Penalty: 1076.234375
	Iteration 135Q: 3 clusters Score -6707418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -6707402.000000 Penalty: 1076.234375
	Iteration 136Q: 3 clusters Score -6707402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 132400 members 
Entering Unmasked Estep 
Score: -6707421.000000 Penalty: 1076.234375
	Iteration 137Q: 3 clusters Score -6707421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
Score: -6707432.000000 Penalty: 1076.234375
	Iteration 138Q: 3 clusters Score -6707432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 132586 members 
Entering Unmasked Estep 
Score: -6707440.500000 Penalty: 1076.234375
	Iteration 139Q: 3 clusters Score -6707440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -6707452.000000 Penalty: 1076.234375
	Iteration 140F: 3 clusters Score -6707452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 132761 members 
Entering Unmasked Estep 
Score: -6707451.000000 Penalty: 1076.234375
	Iteration 141Q: 3 clusters Score -6707451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -6707457.500000 Penalty: 1076.234375
	Iteration 142Q: 3 clusters Score -6707458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -6707475.000000 Penalty: 1076.234375
	Iteration 143Q: 3 clusters Score -6707475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 132994 members 
Entering Unmasked Estep 
Score: -6707501.000000 Penalty: 1076.234375
	Iteration 144Q: 3 clusters Score -6707501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -6707503.500000 Penalty: 1076.234375
	Iteration 145Q: 3 clusters Score -6707504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 133116 members 
Entering Unmasked Estep 
Score: -6707498.500000 Penalty: 1076.234375
	Iteration 146Q: 3 clusters Score -6707498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -6707512.500000 Penalty: 1076.234375
	Iteration 147Q: 3 clusters Score -6707512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 133283 members 
Entering Unmasked Estep 
Score: -6707530.500000 Penalty: 1076.234375
	Iteration 148Q: 3 clusters Score -6707530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 133360 members 
Entering Unmasked Estep 
Score: -6707537.000000 Penalty: 1076.234375
	Iteration 149Q: 3 clusters Score -6707537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -6707549.500000 Penalty: 1076.234375
	Iteration 150Q: 3 clusters Score -6707550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 133494 members 
Entering Unmasked Estep 
Score: -6707564.000000 Penalty: 1076.234375
	Iteration 151Q: 3 clusters Score -6707564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -6707580.500000 Penalty: 1076.234375
	Iteration 152Q: 3 clusters Score -6707580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -6707595.500000 Penalty: 1076.234375
	Iteration 153Q: 3 clusters Score -6707596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 133678 members 
Entering Unmasked Estep 
Score: -6707606.500000 Penalty: 1076.234375
	Iteration 154Q: 3 clusters Score -6707606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 133730 members 
Entering Unmasked Estep 
Score: -6707613.000000 Penalty: 1076.234375
	Iteration 155Q: 3 clusters Score -6707613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -6707616.500000 Penalty: 1076.234375
	Iteration 156Q: 3 clusters Score -6707616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -6707603.000000 Penalty: 1076.234375
	Iteration 157Q: 3 clusters Score -6707603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -6707603.500000 Penalty: 1076.234375
	Iteration 158Q: 3 clusters Score -6707604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -6707595.000000 Penalty: 1076.234375
	Iteration 159Q: 3 clusters Score -6707595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 133932 members 
Entering Unmasked Estep 
Score: -6707604.000000 Penalty: 1076.234375
	Iteration 160F: 3 clusters Score -6707604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -6707618.500000 Penalty: 1076.234375
	Iteration 161Q: 3 clusters Score -6707618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 133998 members 
Entering Unmasked Estep 
Score: -6707606.000000 Penalty: 1076.234375
	Iteration 162Q: 3 clusters Score -6707606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -6707603.500000 Penalty: 1076.234375
	Iteration 163Q: 3 clusters Score -6707604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 134041 members 
Entering Unmasked Estep 
Score: -6707602.000000 Penalty: 1076.234375
	Iteration 164Q: 3 clusters Score -6707602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -6707598.000000 Penalty: 1076.234375
	Iteration 165Q: 3 clusters Score -6707598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -6707592.500000 Penalty: 1076.234375
	Iteration 166Q: 3 clusters Score -6707592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 134094 members 
Entering Unmasked Estep 
Score: -6707600.500000 Penalty: 1076.234375
	Iteration 167Q: 3 clusters Score -6707600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -6707599.500000 Penalty: 1076.234375
	Iteration 168Q: 3 clusters Score -6707600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 134130 members 
Entering Unmasked Estep 
Score: -6707607.000000 Penalty: 1076.234375
	Iteration 169Q: 3 clusters Score -6707607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 134148 members 
Entering Unmasked Estep 
Score: -6707604.500000 Penalty: 1076.234375
	Iteration 170Q: 3 clusters Score -6707604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 134164 members 
Entering Unmasked Estep 
Score: -6707607.500000 Penalty: 1076.234375
	Iteration 171Q: 3 clusters Score -6707608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -6707604.000000 Penalty: 1076.234375
	Iteration 172Q: 3 clusters Score -6707604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -6707601.500000 Penalty: 1076.234375
	Iteration 173Q: 3 clusters Score -6707602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -6707614.500000 Penalty: 1076.234375
	Iteration 174Q: 3 clusters Score -6707614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 134219 members 
Entering Unmasked Estep 
Score: -6707616.000000 Penalty: 1076.234375
	Iteration 175Q: 3 clusters Score -6707616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 134229 members 
Entering Unmasked Estep 
Score: -6707612.000000 Penalty: 1076.234375
	Iteration 176Q: 3 clusters Score -6707612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -6707611.000000 Penalty: 1076.234375
	Iteration 177Q: 3 clusters Score -6707611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -6707616.000000 Penalty: 1076.234375
	Iteration 178Q: 3 clusters Score -6707616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -6707612.500000 Penalty: 1076.234375
	Iteration 179Q: 3 clusters Score -6707612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -6707606.500000 Penalty: 1076.234375
	Iteration 180F: 3 clusters Score -6707606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -6707611.500000 Penalty: 1076.234375
	Iteration 181Q: 3 clusters Score -6707612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -6707608.000000 Penalty: 1076.234375
	Iteration 182Q: 3 clusters Score -6707608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -6707614.500000 Penalty: 1076.234375
	Iteration 183Q: 3 clusters Score -6707614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -6707621.500000 Penalty: 1076.234375
	Iteration 184Q: 3 clusters Score -6707622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 134342 members 
Entering Unmasked Estep 
Score: -6707620.000000 Penalty: 1076.234375
	Iteration 185Q: 3 clusters Score -6707620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -6707622.500000 Penalty: 1076.234375
	Iteration 186Q: 3 clusters Score -6707622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -6707630.500000 Penalty: 1076.234375
	Iteration 187Q: 3 clusters Score -6707630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 134386 members 
Entering Unmasked Estep 
Score: -6707622.500000 Penalty: 1076.234375
	Iteration 188Q: 3 clusters Score -6707622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -6707625.000000 Penalty: 1076.234375
	Iteration 189Q: 3 clusters Score -6707625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 134416 members 
Entering Unmasked Estep 
Score: -6707625.000000 Penalty: 1076.234375
	Iteration 190Q: 3 clusters Score -6707625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -6707626.000000 Penalty: 1076.234375
	Iteration 191Q: 3 clusters Score -6707626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -6707633.500000 Penalty: 1076.234375
	Iteration 192Q: 3 clusters Score -6707634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -6707628.500000 Penalty: 1076.234375
	Iteration 193Q: 3 clusters Score -6707628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 134482 members 
Entering Unmasked Estep 
Score: -6707626.500000 Penalty: 1076.234375
	Iteration 194Q: 3 clusters Score -6707626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -6707632.000000 Penalty: 1076.234375
	Iteration 195Q: 3 clusters Score -6707632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -6707645.000000 Penalty: 1076.234375
	Iteration 196Q: 3 clusters Score -6707645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 134560 members 
Entering Unmasked Estep 
Score: -6707639.500000 Penalty: 1076.234375
	Iteration 197Q: 3 clusters Score -6707640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -6707643.000000 Penalty: 1076.234375
	Iteration 198Q: 3 clusters Score -6707643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -6707644.000000 Penalty: 1076.234375
	Iteration 199Q: 3 clusters Score -6707644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -6707657.000000 Penalty: 1076.234375
	Iteration 200F: 3 clusters Score -6707657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -6707651.500000 Penalty: 1076.234375
	Iteration 201Q: 3 clusters Score -6707652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 134703 members 
Entering Unmasked Estep 
Score: -6707650.500000 Penalty: 1076.234375
	Iteration 202Q: 3 clusters Score -6707650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -6707655.500000 Penalty: 1076.234375
	Iteration 203Q: 3 clusters Score -6707656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -6707654.500000 Penalty: 1076.234375
	Iteration 204Q: 3 clusters Score -6707654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 134772 members 
Entering Unmasked Estep 
Score: -6707654.000000 Penalty: 1076.234375
	Iteration 205Q: 3 clusters Score -6707654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -6707655.000000 Penalty: 1076.234375
	Iteration 206Q: 3 clusters Score -6707655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -6707649.500000 Penalty: 1076.234375
	Iteration 207Q: 3 clusters Score -6707650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -6707652.500000 Penalty: 1076.234375
	Iteration 208Q: 3 clusters Score -6707652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 134850 members 
Entering Unmasked Estep 
Score: -6707652.500000 Penalty: 1076.234375
	Iteration 209Q: 3 clusters Score -6707652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -6707650.000000 Penalty: 1076.234375
	Iteration 210Q: 3 clusters Score -6707650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -6707657.000000 Penalty: 1076.234375
	Iteration 211Q: 3 clusters Score -6707657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -6707663.000000 Penalty: 1076.234375
	Iteration 212Q: 3 clusters Score -6707663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 134910 members 
Entering Unmasked Estep 
Score: -6707664.500000 Penalty: 1076.234375
	Iteration 213Q: 3 clusters Score -6707664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -6707663.000000 Penalty: 1076.234375
	Iteration 214Q: 3 clusters Score -6707663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 134927 members 
Entering Unmasked Estep 
Score: -6707670.000000 Penalty: 1076.234375
	Iteration 215Q: 3 clusters Score -6707670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -6707676.000000 Penalty: 1076.234375
	Iteration 216Q: 3 clusters Score -6707676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 134961 members 
Entering Unmasked Estep 
Score: -6707676.500000 Penalty: 1076.234375
	Iteration 217Q: 3 clusters Score -6707676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -6707680.000000 Penalty: 1076.234375
	Iteration 218Q: 3 clusters Score -6707680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 135003 members 
Entering Unmasked Estep 
Score: -6707685.500000 Penalty: 1076.234375
	Iteration 219Q: 3 clusters Score -6707686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 135025 members 
Entering Unmasked Estep 
Score: -6707688.000000 Penalty: 1076.234375
	Iteration 220F: 3 clusters Score -6707688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 135041 members 
Entering Unmasked Estep 
Score: -6707687.500000 Penalty: 1076.234375
	Iteration 221Q: 3 clusters Score -6707688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -6707687.500000 Penalty: 1076.234375
	Iteration 222Q: 3 clusters Score -6707688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 135066 members 
Entering Unmasked Estep 
Score: -6707680.000000 Penalty: 1076.234375
	Iteration 223Q: 3 clusters Score -6707680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 135069 members 
Entering Unmasked Estep 
Score: -6707681.500000 Penalty: 1076.234375
	Iteration 224Q: 3 clusters Score -6707682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -6707682.500000 Penalty: 1076.234375
	Iteration 225Q: 3 clusters Score -6707682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -6707686.500000 Penalty: 1076.234375
	Iteration 226Q: 3 clusters Score -6707686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -6707686.500000 Penalty: 1076.234375
	Iteration 227Q: 3 clusters Score -6707686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -6707688.500000 Penalty: 1076.234375
	Iteration 228Q: 3 clusters Score -6707688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -6707688.500000 Penalty: 1076.234375
	Iteration 229Q: 3 clusters Score -6707688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 135081 members 
Entering Unmasked Estep 
Score: -6707688.500000 Penalty: 1076.234375
	Iteration 230F: 3 clusters Score -6707688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 9 contains 72410 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 14 contains 254946 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 136865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25297208.000000 Penalty: 10795.917969
Iteration 39Q: 19 clusters Score -2.529721e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 8045 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 72787 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 204 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 27587 members 
Mstep: Class 14 contains 254449 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 20 contains 7433 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 137272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298284.000000 Penalty: 10795.917969
Iteration 40F: 19 clusters Score -2.529828e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1920 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 2948 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 73159 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 28305 members 
Mstep: Class 14 contains 253981 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 20 contains 7570 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 136713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25298800.000000 Penalty: 10795.917969
Iteration 41Q: 19 clusters Score -2.52988e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 73480 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 253632 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 20 contains 7678 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 136321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299274.000000 Penalty: 10795.917969
Iteration 42Q: 19 clusters Score -2.529927e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1882 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 7915 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 73795 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 418 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 29095 members 
Mstep: Class 14 contains 253317 members 
Mstep: Class 18 contains 185 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 136013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299666.000000 Penalty: 10795.917969
Iteration 43Q: 19 clusters Score -2.529967e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 7897 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 74055 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 29409 members 
Mstep: Class 14 contains 253084 members 
Mstep: Class 18 contains 186 members 
Mstep: Class 20 contains 7810 members 
Mstep: Class 21 contains 524 members 
Mstep: Class 22 contains 135671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299998.000000 Penalty: 10795.917969
Iteration 44Q: 19 clusters Score -2.53e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1903 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 1236 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 7865 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74281 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 29724 members 
Mstep: Class 14 contains 252917 members 
Mstep: Class 18 contains 187 members 
Mstep: Class 20 contains 7868 members 
Mstep: Class 21 contains 498 members 
Mstep: Class 22 contains 135329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300346.000000 Penalty: 10795.917969
Iteration 45Q: 19 clusters Score -2.530035e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4904 members 
Mstep: Class 7 contains 7826 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74473 members 
Mstep: Class 10 contains 2586 members 
Mstep: Class 11 contains 490 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30005 members 
Mstep: Class 14 contains 252826 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 7927 members 
Mstep: Class 21 contains 479 members 
Mstep: Class 22 contains 134991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300528.000000 Penalty: 10795.917969
Iteration 46Q: 19 clusters Score -2.530053e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4911 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74634 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30239 members 
Mstep: Class 14 contains 252770 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 7997 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 134689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300884.000000 Penalty: 10795.917969
Iteration 47Q: 19 clusters Score -2.530088e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74740 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 252803 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 134380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300970.000000 Penalty: 10795.917969
Iteration 48Q: 19 clusters Score -2.530097e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74834 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30616 members 
Mstep: Class 14 contains 252901 members 
Mstep: Class 18 contains 186 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 134018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301194.000000 Penalty: 10795.917969
Iteration 49Q: 19 clusters Score -2.530119e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4938 members 
Mstep: Class 7 contains 7707 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74897 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30804 members 
Mstep: Class 14 contains 253017 members 
Mstep: Class 18 contains 187 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 133659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301424.000000 Penalty: 10795.917969
Iteration 50Q: 19 clusters Score -2.530142e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2035 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4953 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 74965 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 30973 members 
Mstep: Class 14 contains 253167 members 
Mstep: Class 18 contains 186 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 133281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301524.000000 Penalty: 10795.917969
Iteration 51Q: 19 clusters Score -2.530152e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2061 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 7644 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 75023 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31101 members 
Mstep: Class 14 contains 253354 members 
Mstep: Class 18 contains 185 members 
Mstep: Class 20 contains 8288 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 132923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301716.000000 Penalty: 10795.917969
Iteration 52Q: 19 clusters Score -2.530172e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 2516 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 75075 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31209 members 
Mstep: Class 14 contains 253566 members 
Mstep: Class 18 contains 185 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 388 members 
Mstep: Class 22 contains 132552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301830.000000 Penalty: 10795.917969
Iteration 53Q: 19 clusters Score -2.530183e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 7593 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 75135 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31318 members 
Mstep: Class 14 contains 253797 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 383 members 
Mstep: Class 22 contains 132154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301926.000000 Penalty: 10795.917969
Iteration 54Q: 19 clusters Score -2.530193e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 6005 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 75164 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31423 members 
Mstep: Class 14 contains 254049 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 131767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302034.000000 Penalty: 10795.917969
Iteration 55Q: 19 clusters Score -2.530203e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 75212 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31534 members 
Mstep: Class 14 contains 254276 members 
Mstep: Class 18 contains 182 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 376 members 
Mstep: Class 22 contains 131394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302156.000000 Penalty: 10795.917969
Iteration 56Q: 19 clusters Score -2.530216e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2122 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 7526 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 75256 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31608 members 
Mstep: Class 14 contains 254528 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 371 members 
Mstep: Class 22 contains 131020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302120.000000 Penalty: 10795.917969
Iteration 57Q: 19 clusters Score -2.530212e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 75274 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31686 members 
Mstep: Class 14 contains 254823 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 366 members 
Mstep: Class 22 contains 130641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302192.000000 Penalty: 10795.917969
Iteration 58Q: 19 clusters Score -2.530219e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5021 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 75279 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31735 members 
Mstep: Class 14 contains 255104 members 
Mstep: Class 18 contains 181 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 130314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302356.000000 Penalty: 10795.917969
Iteration 59Q: 19 clusters Score -2.530236e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 7491 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 75268 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31785 members 
Mstep: Class 14 contains 255389 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 129982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302476.000000 Penalty: 10795.917969
Iteration 60F: 19 clusters Score -2.530248e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 7484 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 75254 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31835 members 
Mstep: Class 14 contains 255686 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 20 contains 8723 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 129644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302484.000000 Penalty: 10795.917969
Iteration 61Q: 19 clusters Score -2.530248e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 75242 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31883 members 
Mstep: Class 14 contains 255991 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 20 contains 8760 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 129319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302548.000000 Penalty: 10795.917969
Iteration 62Q: 19 clusters Score -2.530255e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 5745 members 
Mstep: Class 4 contains 2438 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 75246 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31931 members 
Mstep: Class 14 contains 256304 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 20 contains 8803 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 128972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302526.000000 Penalty: 10795.917969
Iteration 63Q: 19 clusters Score -2.530253e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 7458 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75248 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31976 members 
Mstep: Class 14 contains 256588 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 353 members 
Mstep: Class 22 contains 128626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302614.000000 Penalty: 10795.917969
Iteration 64Q: 19 clusters Score -2.530261e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 5686 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 7 contains 7463 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75234 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32007 members 
Mstep: Class 14 contains 256892 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 128292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302668.000000 Penalty: 10795.917969
Iteration 65Q: 19 clusters Score -2.530267e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 5649 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75242 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32041 members 
Mstep: Class 14 contains 257204 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 127959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302686.000000 Penalty: 10795.917969
Iteration 66Q: 19 clusters Score -2.530269e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 5612 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75258 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32045 members 
Mstep: Class 14 contains 257512 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 20 contains 8944 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 127646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302686.000000 Penalty: 10795.917969
Iteration 67Q: 19 clusters Score -2.530269e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75279 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32055 members 
Mstep: Class 14 contains 257819 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 127294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302656.000000 Penalty: 10795.917969
Iteration 68Q: 19 clusters Score -2.530266e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 2409 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 7445 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75296 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32052 members 
Mstep: Class 14 contains 258147 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 126951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302616.000000 Penalty: 10795.917969
Iteration 69Q: 19 clusters Score -2.530262e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5494 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75315 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32067 members 
Mstep: Class 14 contains 258472 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9083 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 126600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302598.000000 Penalty: 10795.917969
Iteration 70Q: 19 clusters Score -2.53026e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 5446 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 7 contains 7427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75338 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32063 members 
Mstep: Class 14 contains 258791 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 126265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302524.000000 Penalty: 10795.917969
Iteration 71Q: 19 clusters Score -2.530252e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75365 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32067 members 
Mstep: Class 14 contains 259091 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 355 members 
Mstep: Class 22 contains 125920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302516.000000 Penalty: 10795.917969
Iteration 72Q: 19 clusters Score -2.530252e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 2404 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 7401 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75391 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32070 members 
Mstep: Class 14 contains 259430 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302580.000000 Penalty: 10795.917969
Iteration 73Q: 19 clusters Score -2.530258e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2145 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75405 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32052 members 
Mstep: Class 14 contains 259764 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 125218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302580.000000 Penalty: 10795.917969
Iteration 74Q: 19 clusters Score -2.530258e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 2401 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75429 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32047 members 
Mstep: Class 14 contains 260047 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9323 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 124910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302534.000000 Penalty: 10795.917969
Iteration 75Q: 19 clusters Score -2.530253e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5249 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5110 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75447 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32028 members 
Mstep: Class 14 contains 260302 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 124636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302560.000000 Penalty: 10795.917969
Iteration 76Q: 19 clusters Score -2.530256e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5215 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 7377 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75467 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 32004 members 
Mstep: Class 14 contains 260549 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9443 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 124369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302530.000000 Penalty: 10795.917969
Iteration 77Q: 19 clusters Score -2.530253e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75494 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31978 members 
Mstep: Class 14 contains 260754 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9491 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 124136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302494.000000 Penalty: 10795.917969
Iteration 78Q: 19 clusters Score -2.530249e+07 nChanged 460
Entering ConstructFrom: 
Score: -25302494.000000 Penalty: 10795.917969
Entering ConstructFrom: 
Trying to split cluster 1 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -11183.089844 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -11183.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10841.231445 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -10841.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10919.239258 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -10919.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10948.997070 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -10949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10966.887695 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -10966.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10976.165039 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -10976.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10987.001953 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -10987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10992.843750 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -10992.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10998.129883 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -10998.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11006.297852 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -11006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11012.255859 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -11012.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11015.275391 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -11015.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11015.738281 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -11015.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11016.623047 Penalty: 508.779846
	Iteration 12Q: 3 clusters Score -11016.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11017.070312 Penalty: 508.779846
	Iteration 13Q: 3 clusters Score -11017.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11018.154297 Penalty: 508.779846
	Iteration 14Q: 3 clusters Score -11018.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11019.070312 Penalty: 508.779846
	Iteration 15Q: 3 clusters Score -11019.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11019.070312 Penalty: 508.779846
	Iteration 16F: 3 clusters Score -11019.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -104983.257812 Penalty: 349.068115
	Iteration 0F: 2 clusters Score -104983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -103397.203125 Penalty: 698.136230
	Iteration 0F: 3 clusters Score -103397.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -103910.703125 Penalty: 698.136230
	Iteration 1F: 3 clusters Score -103910.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104004.250000 Penalty: 698.136230
	Iteration 2F: 3 clusters Score -104004.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -104078.960938 Penalty: 698.136230
	Iteration 3F: 3 clusters Score -104079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -104166.421875 Penalty: 698.136230
	Iteration 4F: 3 clusters Score -104166.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -104250.625000 Penalty: 698.136230
	Iteration 5F: 3 clusters Score -104250.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -104319.960938 Penalty: 698.136230
	Iteration 6F: 3 clusters Score -104320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -104369.500000 Penalty: 698.136230
	Iteration 7Q: 3 clusters Score -104369.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -104407.226562 Penalty: 698.136230
	Iteration 8Q: 3 clusters Score -104407.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -104429.234375 Penalty: 698.136230
	Iteration 9Q: 3 clusters Score -104429.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -104442.093750 Penalty: 698.136230
	Iteration 10Q: 3 clusters Score -104442.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -104456.195312 Penalty: 698.136230
	Iteration 11Q: 3 clusters Score -104456.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -104465.250000 Penalty: 698.136230
	Iteration 12Q: 3 clusters Score -104465.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -104472.218750 Penalty: 698.136230
	Iteration 13Q: 3 clusters Score -104472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -104477.507812 Penalty: 698.136230
	Iteration 14Q: 3 clusters Score -104477.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -104482.820312 Penalty: 698.136230
	Iteration 15Q: 3 clusters Score -104482.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -104487.898438 Penalty: 698.136230
	Iteration 16Q: 3 clusters Score -104487.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -104490.476562 Penalty: 698.136230
	Iteration 17Q: 3 clusters Score -104490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -104491.500000 Penalty: 698.136230
	Iteration 18Q: 3 clusters Score -104491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -104492.671875 Penalty: 698.136230
	Iteration 19Q: 3 clusters Score -104492.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -104494.117188 Penalty: 698.136230
	Iteration 20F: 3 clusters Score -104494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -104496.203125 Penalty: 698.136230
	Iteration 21Q: 3 clusters Score -104496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -104497.906250 Penalty: 698.136230
	Iteration 22Q: 3 clusters Score -104497.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -104501.164062 Penalty: 698.136230
	Iteration 23Q: 3 clusters Score -104501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -104505.078125 Penalty: 698.136230
	Iteration 24Q: 3 clusters Score -104505.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -104507.875000 Penalty: 698.136230
	Iteration 25Q: 3 clusters Score -104507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -104509.859375 Penalty: 698.136230
	Iteration 26Q: 3 clusters Score -104509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -104512.195312 Penalty: 698.136230
	Iteration 27Q: 3 clusters Score -104512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -104516.710938 Penalty: 698.136230
	Iteration 28Q: 3 clusters Score -104516.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -104521.218750 Penalty: 698.136230
	Iteration 29Q: 3 clusters Score -104521.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -104523.257812 Penalty: 698.136230
	Iteration 30Q: 3 clusters Score -104523.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -104524.351562 Penalty: 698.136230
	Iteration 31Q: 3 clusters Score -104524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -104528.210938 Penalty: 698.136230
	Iteration 32Q: 3 clusters Score -104528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -104532.257812 Penalty: 698.136230
	Iteration 33Q: 3 clusters Score -104532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -104533.593750 Penalty: 698.136230
	Iteration 34Q: 3 clusters Score -104533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -104536.578125 Penalty: 698.136230
	Iteration 35Q: 3 clusters Score -104536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -104540.000000 Penalty: 698.136230
	Iteration 36Q: 3 clusters Score -104540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -104543.414062 Penalty: 698.136230
	Iteration 37Q: 3 clusters Score -104543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -104546.804688 Penalty: 698.136230
	Iteration 38Q: 3 clusters Score -104546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -104548.976562 Penalty: 698.136230
	Iteration 39Q: 3 clusters Score -104549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -104551.593750 Penalty: 698.136230
	Iteration 40F: 3 clusters Score -104551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -104555.007812 Penalty: 698.136230
	Iteration 41Q: 3 clusters Score -104555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -104557.132812 Penalty: 698.136230
	Iteration 42Q: 3 clusters Score -104557.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -104560.414062 Penalty: 698.136230
	Iteration 43Q: 3 clusters Score -104560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -104564.718750 Penalty: 698.136230
	Iteration 44Q: 3 clusters Score -104564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -104572.023438 Penalty: 698.136230
	Iteration 45Q: 3 clusters Score -104572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -104580.476562 Penalty: 698.136230
	Iteration 46Q: 3 clusters Score -104580.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -104591.023438 Penalty: 698.136230
	Iteration 47Q: 3 clusters Score -104591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -104606.679688 Penalty: 698.136230
	Iteration 48Q: 3 clusters Score -104606.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -104623.617188 Penalty: 698.136230
	Iteration 49Q: 3 clusters Score -104623.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -104638.687500 Penalty: 698.136230
	Iteration 50Q: 3 clusters Score -104638.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -104650.414062 Penalty: 698.136230
	Iteration 51Q: 3 clusters Score -104650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -104658.273438 Penalty: 698.136230
	Iteration 52Q: 3 clusters Score -104658.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -104668.523438 Penalty: 698.136230
	Iteration 53Q: 3 clusters Score -104668.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -104685.156250 Penalty: 698.136230
	Iteration 54Q: 3 clusters Score -104685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -104707.523438 Penalty: 698.136230
	Iteration 55Q: 3 clusters Score -104707.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -104727.570312 Penalty: 698.136230
	Iteration 56Q: 3 clusters Score -104727.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -104735.500000 Penalty: 698.136230
	Iteration 57Q: 3 clusters Score -104735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -104739.992188 Penalty: 698.136230
	Iteration 58Q: 3 clusters Score -104740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -104745.070312 Penalty: 698.136230
	Iteration 59Q: 3 clusters Score -104745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -104748.453125 Penalty: 698.136230
	Iteration 60F: 3 clusters Score -104748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104752.453125 Penalty: 698.136230
	Iteration 61Q: 3 clusters Score -104752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -104757.070312 Penalty: 698.136230
	Iteration 62Q: 3 clusters Score -104757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -104758.992188 Penalty: 698.136230
	Iteration 63Q: 3 clusters Score -104759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -104761.039062 Penalty: 698.136230
	Iteration 64Q: 3 clusters Score -104761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -104765.085938 Penalty: 698.136230
	Iteration 65Q: 3 clusters Score -104765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -104766.648438 Penalty: 698.136230
	Iteration 66Q: 3 clusters Score -104766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -104768.328125 Penalty: 698.136230
	Iteration 67Q: 3 clusters Score -104768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -104771.640625 Penalty: 698.136230
	Iteration 68Q: 3 clusters Score -104771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -104772.710938 Penalty: 698.136230
	Iteration 69Q: 3 clusters Score -104772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -104773.039062 Penalty: 698.136230
	Iteration 70Q: 3 clusters Score -104773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -104773.867188 Penalty: 698.136230
	Iteration 71Q: 3 clusters Score -104773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -104775.031250 Penalty: 698.136230
	Iteration 72Q: 3 clusters Score -104775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -104776.921875 Penalty: 698.136230
	Iteration 73Q: 3 clusters Score -104776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -104777.578125 Penalty: 698.136230
	Iteration 74Q: 3 clusters Score -104777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -104780.375000 Penalty: 698.136230
	Iteration 75Q: 3 clusters Score -104780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -104785.828125 Penalty: 698.136230
	Iteration 76Q: 3 clusters Score -104785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -104789.523438 Penalty: 698.136230
	Iteration 77Q: 3 clusters Score -104789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -104789.554688 Penalty: 698.136230
	Iteration 78Q: 3 clusters Score -104789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -104789.554688 Penalty: 698.136230
	Iteration 79F: 3 clusters Score -104789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -269004.343750 Penalty: 388.850708
	Iteration 0F: 2 clusters Score -269004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -265515.937500 Penalty: 777.701416
	Iteration 0F: 3 clusters Score -265515.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -266851.062500 Penalty: 777.701416
	Iteration 1F: 3 clusters Score -266851.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -267029.312500 Penalty: 777.701416
	Iteration 2F: 3 clusters Score -267029.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -267256.187500 Penalty: 777.701416
	Iteration 3F: 3 clusters Score -267256.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -267558.406250 Penalty: 777.701416
	Iteration 4F: 3 clusters Score -267558.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -267888.937500 Penalty: 777.701416
	Iteration 5F: 3 clusters Score -267888.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -268213.343750 Penalty: 777.701416
	Iteration 6F: 3 clusters Score -268213.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -268396.406250 Penalty: 777.701416
	Iteration 7Q: 3 clusters Score -268396.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -268509.250000 Penalty: 777.701416
	Iteration 8Q: 3 clusters Score -268509.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -268575.312500 Penalty: 777.701416
	Iteration 9Q: 3 clusters Score -268575.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -268612.843750 Penalty: 777.701416
	Iteration 10Q: 3 clusters Score -268612.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -268634.125000 Penalty: 777.701416
	Iteration 11Q: 3 clusters Score -268634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -268653.218750 Penalty: 777.701416
	Iteration 12Q: 3 clusters Score -268653.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -268670.500000 Penalty: 777.701416
	Iteration 13Q: 3 clusters Score -268670.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -268684.718750 Penalty: 777.701416
	Iteration 14Q: 3 clusters Score -268684.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -268692.312500 Penalty: 777.701416
	Iteration 15Q: 3 clusters Score -268692.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -268695.000000 Penalty: 777.701416
	Iteration 16Q: 3 clusters Score -268695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -268697.500000 Penalty: 777.701416
	Iteration 17Q: 3 clusters Score -268697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -268699.468750 Penalty: 777.701416
	Iteration 18Q: 3 clusters Score -268699.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -268701.437500 Penalty: 777.701416
	Iteration 19Q: 3 clusters Score -268701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -268702.687500 Penalty: 777.701416
	Iteration 20F: 3 clusters Score -268702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -268704.062500 Penalty: 777.701416
	Iteration 21Q: 3 clusters Score -268704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -268705.281250 Penalty: 777.701416
	Iteration 22Q: 3 clusters Score -268705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -268706.625000 Penalty: 777.701416
	Iteration 23Q: 3 clusters Score -268706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -268707.343750 Penalty: 777.701416
	Iteration 24Q: 3 clusters Score -268707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -268707.656250 Penalty: 777.701416
	Iteration 25Q: 3 clusters Score -268707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -268708.375000 Penalty: 777.701416
	Iteration 26Q: 3 clusters Score -268708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -268708.812500 Penalty: 777.701416
	Iteration 27Q: 3 clusters Score -268708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -268708.718750 Penalty: 777.701416
	Iteration 28Q: 3 clusters Score -268708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -268708.718750 Penalty: 777.701416
	Iteration 29Q: 3 clusters Score -268708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -268708.718750 Penalty: 777.701416
	Iteration 30F: 3 clusters Score -268708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -104389.734375 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -104389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102662.453125 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -102662.5 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -103227.085938 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -103227.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -103285.195312 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -103285.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -103340.554688 Penalty: 708.689514
	Iteration 3Q: 3 clusters Score -103340.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -103393.976562 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -103394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -103439.507812 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -103439.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -103475.023438 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -103475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -103504.140625 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -103504.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -103527.304688 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -103527.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -103561.406250 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -103561.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -103602.304688 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -103602.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -103663.484375 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -103663.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -103746.296875 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -103746.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -103803.617188 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -103803.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -103856.609375 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -103856.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -103904.054688 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -103904.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -103937.406250 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -103937.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -103976.031250 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -103976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -104025.984375 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -104026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -104061.484375 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -104061.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -104089.906250 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -104089.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -104112.164062 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -104112.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -104129.039062 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -104129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -104136.812500 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -104136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -104144.992188 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -104145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104149.703125 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -104149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -104154.039062 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -104154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -104154.695312 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -104154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104155.078125 Penalty: 708.689514
	Iteration 28Q: 3 clusters Score -104155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104156.546875 Penalty: 708.689514
	Iteration 29Q: 3 clusters Score -104156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -104157.625000 Penalty: 708.689514
	Iteration 30Q: 3 clusters Score -104157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -104161.468750 Penalty: 708.689514
	Iteration 31Q: 3 clusters Score -104161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -104164.015625 Penalty: 708.689514
	Iteration 32Q: 3 clusters Score -104164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -104165.164062 Penalty: 708.689514
	Iteration 33Q: 3 clusters Score -104165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -104165.695312 Penalty: 708.689514
	Iteration 34Q: 3 clusters Score -104165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -104165.875000 Penalty: 708.689514
	Iteration 35Q: 3 clusters Score -104165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -104166.164062 Penalty: 708.689514
	Iteration 36Q: 3 clusters Score -104166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -104166.421875 Penalty: 708.689514
	Iteration 37Q: 3 clusters Score -104166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -104166.421875 Penalty: 708.689514
	Iteration 38F: 3 clusters Score -104166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -55967.996094 Penalty: 323.980225
	Iteration 0F: 2 clusters Score -55968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -55007.496094 Penalty: 647.960449
	Iteration 0F: 3 clusters Score -55007.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -55289.527344 Penalty: 647.960449
	Iteration 1F: 3 clusters Score -55289.53 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -55337.332031 Penalty: 647.960449
	Iteration 2F: 3 clusters Score -55337.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55381.304688 Penalty: 647.960449
	Iteration 3F: 3 clusters Score -55381.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -55458.464844 Penalty: 647.960449
	Iteration 4Q: 3 clusters Score -55458.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -55666.523438 Penalty: 647.960449
	Iteration 5F: 3 clusters Score -55666.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -56070.425781 Penalty: 647.960449
	Iteration 6F: 3 clusters Score -56070.43 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56362.292969 Penalty: 647.960449
	Iteration 7F: 3 clusters Score -56362.29 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -56574.042969 Penalty: 647.960449
	Iteration 8F: 3 clusters Score -56574.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56716.730469 Penalty: 647.960449
	Iteration 9F: 3 clusters Score -56716.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -56793.324219 Penalty: 647.960449
	Iteration 10Q: 3 clusters Score -56793.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56816.312500 Penalty: 647.960449
	Iteration 11Q: 3 clusters Score -56816.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -56822.144531 Penalty: 647.960449
	Iteration 12Q: 3 clusters Score -56822.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56824.207031 Penalty: 647.960449
	Iteration 13Q: 3 clusters Score -56824.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -56824.207031 Penalty: 647.960449
	Iteration 14F: 3 clusters Score -56824.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 75520 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31955 members 
Mstep: Class 14 contains 260974 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123889 members 
Entering Unmasked Estep 
Score: -25303038.000000 Penalty: 11395.691406
Splitting cluster 5 changes total score from -25302494.000000 to -25303038.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -237111.531250 Penalty: 388.682434
	Iteration 0F: 2 clusters Score -237111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -233661.437500 Penalty: 777.364868
	Iteration 0F: 3 clusters Score -233661.4 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -235022.546875 Penalty: 777.364868
	Iteration 1F: 3 clusters Score -235022.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -235225.375000 Penalty: 777.364868
	Iteration 2F: 3 clusters Score -235225.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -235447.265625 Penalty: 777.364868
	Iteration 3F: 3 clusters Score -235447.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -235722.515625 Penalty: 777.364868
	Iteration 4F: 3 clusters Score -235722.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -236015.921875 Penalty: 777.364868
	Iteration 5F: 3 clusters Score -236015.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -236271.500000 Penalty: 777.364868
	Iteration 6F: 3 clusters Score -236271.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -236484.828125 Penalty: 777.364868
	Iteration 7Q: 3 clusters Score -236484.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -236621.906250 Penalty: 777.364868
	Iteration 8Q: 3 clusters Score -236621.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -236693.671875 Penalty: 777.364868
	Iteration 9Q: 3 clusters Score -236693.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -236713.937500 Penalty: 777.364868
	Iteration 10Q: 3 clusters Score -236713.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -236723.953125 Penalty: 777.364868
	Iteration 11Q: 3 clusters Score -236724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -236731.812500 Penalty: 777.364868
	Iteration 12Q: 3 clusters Score -236731.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -236740.734375 Penalty: 777.364868
	Iteration 13Q: 3 clusters Score -236740.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -236750.781250 Penalty: 777.364868
	Iteration 14Q: 3 clusters Score -236750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -236766.218750 Penalty: 777.364868
	Iteration 15Q: 3 clusters Score -236766.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -236777.750000 Penalty: 777.364868
	Iteration 16Q: 3 clusters Score -236777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -236782.062500 Penalty: 777.364868
	Iteration 17Q: 3 clusters Score -236782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -236783.609375 Penalty: 777.364868
	Iteration 18Q: 3 clusters Score -236783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -236784.765625 Penalty: 777.364868
	Iteration 19Q: 3 clusters Score -236784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -236785.734375 Penalty: 777.364868
	Iteration 20F: 3 clusters Score -236785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -236786.171875 Penalty: 777.364868
	Iteration 21Q: 3 clusters Score -236786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -236786.171875 Penalty: 777.364868
	Iteration 22F: 3 clusters Score -236786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Entering Unmasked Estep 
Score: -350703.062500 Penalty: 405.234711
	Iteration 0F: 2 clusters Score -350703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -345747.812500 Penalty: 810.469421
	Iteration 0F: 3 clusters Score -345747.8 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -347790.062500 Penalty: 810.469421
	Iteration 1F: 3 clusters Score -347790.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -348004.218750 Penalty: 810.469421
	Iteration 2F: 3 clusters Score -348004.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -348259.281250 Penalty: 810.469421
	Iteration 3F: 3 clusters Score -348259.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -348546.875000 Penalty: 810.469421
	Iteration 4F: 3 clusters Score -348546.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -348913.437500 Penalty: 810.469421
	Iteration 5F: 3 clusters Score -348913.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -349222.250000 Penalty: 810.469421
	Iteration 6F: 3 clusters Score -349222.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -349410.843750 Penalty: 810.469421
	Iteration 7Q: 3 clusters Score -349410.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -349511.531250 Penalty: 810.469421
	Iteration 8Q: 3 clusters Score -349511.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -349570.968750 Penalty: 810.469421
	Iteration 9Q: 3 clusters Score -349571 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -349608.968750 Penalty: 810.469421
	Iteration 10Q: 3 clusters Score -349609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -349638.468750 Penalty: 810.469421
	Iteration 11Q: 3 clusters Score -349638.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -349665.062500 Penalty: 810.469421
	Iteration 12Q: 3 clusters Score -349665.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -349694.406250 Penalty: 810.469421
	Iteration 13Q: 3 clusters Score -349694.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -349716.718750 Penalty: 810.469421
	Iteration 14Q: 3 clusters Score -349716.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -349742.375000 Penalty: 810.469421
	Iteration 15Q: 3 clusters Score -349742.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -349766.125000 Penalty: 810.469421
	Iteration 16Q: 3 clusters Score -349766.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -349792.406250 Penalty: 810.469421
	Iteration 17Q: 3 clusters Score -349792.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -349822.968750 Penalty: 810.469421
	Iteration 18Q: 3 clusters Score -349823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -349853.937500 Penalty: 810.469421
	Iteration 19Q: 3 clusters Score -349853.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -349896.031250 Penalty: 810.469421
	Iteration 20F: 3 clusters Score -349896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -349950.687500 Penalty: 810.469421
	Iteration 21Q: 3 clusters Score -349950.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -350008.406250 Penalty: 810.469421
	Iteration 22Q: 3 clusters Score -350008.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -350050.875000 Penalty: 810.469421
	Iteration 23Q: 3 clusters Score -350050.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -350095.718750 Penalty: 810.469421
	Iteration 24Q: 3 clusters Score -350095.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -350129.187500 Penalty: 810.469421
	Iteration 25Q: 3 clusters Score -350129.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -350153.968750 Penalty: 810.469421
	Iteration 26Q: 3 clusters Score -350154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -350174.468750 Penalty: 810.469421
	Iteration 27Q: 3 clusters Score -350174.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -350195.750000 Penalty: 810.469421
	Iteration 28Q: 3 clusters Score -350195.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -350211.937500 Penalty: 810.469421
	Iteration 29Q: 3 clusters Score -350211.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -350227.343750 Penalty: 810.469421
	Iteration 30Q: 3 clusters Score -350227.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -350252.000000 Penalty: 810.469421
	Iteration 31Q: 3 clusters Score -350252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -350282.687500 Penalty: 810.469421
	Iteration 32Q: 3 clusters Score -350282.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -350315.343750 Penalty: 810.469421
	Iteration 33Q: 3 clusters Score -350315.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -350339.562500 Penalty: 810.469421
	Iteration 34Q: 3 clusters Score -350339.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -350357.906250 Penalty: 810.469421
	Iteration 35Q: 3 clusters Score -350357.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -350376.437500 Penalty: 810.469421
	Iteration 36Q: 3 clusters Score -350376.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -350395.718750 Penalty: 810.469421
	Iteration 37Q: 3 clusters Score -350395.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -350412.125000 Penalty: 810.469421
	Iteration 38Q: 3 clusters Score -350412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -350428.250000 Penalty: 810.469421
	Iteration 39Q: 3 clusters Score -350428.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -350444.562500 Penalty: 810.469421
	Iteration 40F: 3 clusters Score -350444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -350461.812500 Penalty: 810.469421
	Iteration 41Q: 3 clusters Score -350461.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -350482.687500 Penalty: 810.469421
	Iteration 42Q: 3 clusters Score -350482.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -350500.000000 Penalty: 810.469421
	Iteration 43Q: 3 clusters Score -350500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -350514.937500 Penalty: 810.469421
	Iteration 44Q: 3 clusters Score -350514.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -350527.093750 Penalty: 810.469421
	Iteration 45Q: 3 clusters Score -350527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -350534.625000 Penalty: 810.469421
	Iteration 46Q: 3 clusters Score -350534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -350541.656250 Penalty: 810.469421
	Iteration 47Q: 3 clusters Score -350541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -350544.000000 Penalty: 810.469421
	Iteration 48Q: 3 clusters Score -350544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -350546.562500 Penalty: 810.469421
	Iteration 49Q: 3 clusters Score -350546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -350549.187500 Penalty: 810.469421
	Iteration 50Q: 3 clusters Score -350549.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -350552.250000 Penalty: 810.469421
	Iteration 51Q: 3 clusters Score -350552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -350555.312500 Penalty: 810.469421
	Iteration 52Q: 3 clusters Score -350555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -350557.687500 Penalty: 810.469421
	Iteration 53Q: 3 clusters Score -350557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -350560.687500 Penalty: 810.469421
	Iteration 54Q: 3 clusters Score -350560.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -350561.375000 Penalty: 810.469421
	Iteration 55Q: 3 clusters Score -350561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -350561.718750 Penalty: 810.469421
	Iteration 56Q: 3 clusters Score -350561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -350562.031250 Penalty: 810.469421
	Iteration 57Q: 3 clusters Score -350562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -350562.031250 Penalty: 810.469421
	Iteration 58F: 3 clusters Score -350562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -24377.472656 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -24377.47 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 262 members 
Entering Unmasked Estep 
Score: -23863.328125 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -23863.33 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24042.041016 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -24042.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24163.580078 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -24163.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24285.509766 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -24285.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24414.281250 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -24414.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24539.423828 Penalty: 574.862000
	Iteration 5F: 3 clusters Score -24539.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24705.595703 Penalty: 574.862000
	Iteration 6F: 3 clusters Score -24705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24724.167969 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -24724.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24730.550781 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -24730.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24731.541016 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -24731.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24731.541016 Penalty: 574.862000
	Iteration 10F: 3 clusters Score -24731.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 75520 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 31955 members 
Mstep: Class 14 contains 260974 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 158 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123889 members 
Entering Unmasked Estep 
Score: -25303110.000000 Penalty: 11995.464844
Splitting cluster 8 changes total score from -25302494.000000 to -25303110.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (75520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Entering Unmasked Estep 
Score: -3838314.000000 Penalty: 511.062958
	Iteration 0F: 2 clusters Score -3838314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -3787474.500000 Penalty: 1022.125916
	Iteration 0F: 3 clusters Score -3787474 nChanged 36629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -3809761.500000 Penalty: 1022.125916
	Iteration 1F: 3 clusters Score -3809762 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -3810915.250000 Penalty: 1022.125916
	Iteration 2Q: 3 clusters Score -3810915 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -3812540.250000 Penalty: 1022.125916
	Iteration 3Q: 3 clusters Score -3812540 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -3814915.250000 Penalty: 1022.125916
	Iteration 4F: 3 clusters Score -3814915 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -3818353.750000 Penalty: 1022.125916
	Iteration 5F: 3 clusters Score -3818354 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -3822665.250000 Penalty: 1022.125916
	Iteration 6F: 3 clusters Score -3822665 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -3826984.000000 Penalty: 1022.125916
	Iteration 7F: 3 clusters Score -3826984 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -3830263.750000 Penalty: 1022.125916
	Iteration 8F: 3 clusters Score -3830264 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -3832201.250000 Penalty: 1022.125916
	Iteration 9Q: 3 clusters Score -3832201 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -3833353.500000 Penalty: 1022.125916
	Iteration 10Q: 3 clusters Score -3833354 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -3834098.250000 Penalty: 1022.125916
	Iteration 11Q: 3 clusters Score -3834098 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -3834685.000000 Penalty: 1022.125916
	Iteration 12Q: 3 clusters Score -3834685 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -3835218.250000 Penalty: 1022.125916
	Iteration 13Q: 3 clusters Score -3835218 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -3835683.500000 Penalty: 1022.125916
	Iteration 14Q: 3 clusters Score -3835684 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -3836060.000000 Penalty: 1022.125916
	Iteration 15Q: 3 clusters Score -3836060 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -3836351.750000 Penalty: 1022.125916
	Iteration 16Q: 3 clusters Score -3836352 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -3836611.250000 Penalty: 1022.125916
	Iteration 17Q: 3 clusters Score -3836611 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -3836797.250000 Penalty: 1022.125916
	Iteration 18Q: 3 clusters Score -3836797 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -3836938.500000 Penalty: 1022.125916
	Iteration 19Q: 3 clusters Score -3836938 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -3837058.500000 Penalty: 1022.125916
	Iteration 20F: 3 clusters Score -3837058 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -3837161.750000 Penalty: 1022.125916
	Iteration 21Q: 3 clusters Score -3837162 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -3837258.500000 Penalty: 1022.125916
	Iteration 22Q: 3 clusters Score -3837258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -3837335.500000 Penalty: 1022.125916
	Iteration 23Q: 3 clusters Score -3837336 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -3837409.750000 Penalty: 1022.125916
	Iteration 24Q: 3 clusters Score -3837410 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -3837501.250000 Penalty: 1022.125916
	Iteration 25Q: 3 clusters Score -3837501 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -3837540.000000 Penalty: 1022.125916
	Iteration 26Q: 3 clusters Score -3837540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -3837593.000000 Penalty: 1022.125916
	Iteration 27Q: 3 clusters Score -3837593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -3837635.000000 Penalty: 1022.125916
	Iteration 28Q: 3 clusters Score -3837635 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -3837695.500000 Penalty: 1022.125916
	Iteration 29Q: 3 clusters Score -3837696 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -3837735.750000 Penalty: 1022.125916
	Iteration 30Q: 3 clusters Score -3837736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -3837778.750000 Penalty: 1022.125916
	Iteration 31Q: 3 clusters Score -3837779 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -3837805.250000 Penalty: 1022.125916
	Iteration 32Q: 3 clusters Score -3837805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -3837827.250000 Penalty: 1022.125916
	Iteration 33Q: 3 clusters Score -3837827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -3837856.750000 Penalty: 1022.125916
	Iteration 34Q: 3 clusters Score -3837857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -3837863.750000 Penalty: 1022.125916
	Iteration 35Q: 3 clusters Score -3837864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -3837872.500000 Penalty: 1022.125916
	Iteration 36Q: 3 clusters Score -3837872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -3837884.750000 Penalty: 1022.125916
	Iteration 37Q: 3 clusters Score -3837885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -3837894.000000 Penalty: 1022.125916
	Iteration 38Q: 3 clusters Score -3837894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -3837903.750000 Penalty: 1022.125916
	Iteration 39Q: 3 clusters Score -3837904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -3837906.000000 Penalty: 1022.125916
	Iteration 40F: 3 clusters Score -3837906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -3837903.000000 Penalty: 1022.125916
	Iteration 41Q: 3 clusters Score -3837903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -3837905.750000 Penalty: 1022.125916
	Iteration 42Q: 3 clusters Score -3837906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -3837908.750000 Penalty: 1022.125916
	Iteration 43Q: 3 clusters Score -3837909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -3837906.750000 Penalty: 1022.125916
	Iteration 44Q: 3 clusters Score -3837907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -3837911.000000 Penalty: 1022.125916
	Iteration 45Q: 3 clusters Score -3837911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -3837912.750000 Penalty: 1022.125916
	Iteration 46Q: 3 clusters Score -3837913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -3837911.750000 Penalty: 1022.125916
	Iteration 47Q: 3 clusters Score -3837912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -3837907.750000 Penalty: 1022.125916
	Iteration 48Q: 3 clusters Score -3837908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -3837909.750000 Penalty: 1022.125916
	Iteration 49Q: 3 clusters Score -3837910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -3837912.250000 Penalty: 1022.125916
	Iteration 50Q: 3 clusters Score -3837912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -3837914.000000 Penalty: 1022.125916
	Iteration 51Q: 3 clusters Score -3837914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -3837914.250000 Penalty: 1022.125916
	Iteration 52Q: 3 clusters Score -3837914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -3837918.250000 Penalty: 1022.125916
	Iteration 53Q: 3 clusters Score -3837918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -3837912.000000 Penalty: 1022.125916
	Iteration 54Q: 3 clusters Score -3837912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -3837911.000000 Penalty: 1022.125916
	Iteration 55Q: 3 clusters Score -3837911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -3837912.500000 Penalty: 1022.125916
	Iteration 56Q: 3 clusters Score -3837912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -3837915.750000 Penalty: 1022.125916
	Iteration 57Q: 3 clusters Score -3837916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -3837916.250000 Penalty: 1022.125916
	Iteration 58Q: 3 clusters Score -3837916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -3837916.500000 Penalty: 1022.125916
	Iteration 59Q: 3 clusters Score -3837916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -3837915.250000 Penalty: 1022.125916
	Iteration 60F: 3 clusters Score -3837915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -3837916.500000 Penalty: 1022.125916
	Iteration 61Q: 3 clusters Score -3837916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -3837917.250000 Penalty: 1022.125916
	Iteration 62Q: 3 clusters Score -3837917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -3837917.500000 Penalty: 1022.125916
	Iteration 63Q: 3 clusters Score -3837918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -3837919.250000 Penalty: 1022.125916
	Iteration 64Q: 3 clusters Score -3837919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -3837919.250000 Penalty: 1022.125916
	Iteration 65F: 3 clusters Score -3837919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -128704.148438 Penalty: 354.325897
	Iteration 0F: 2 clusters Score -128704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -126996.117188 Penalty: 708.651794
	Iteration 0F: 3 clusters Score -126996.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -127551.718750 Penalty: 708.651794
	Iteration 1F: 3 clusters Score -127551.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -127638.625000 Penalty: 708.651794
	Iteration 2F: 3 clusters Score -127638.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127721.164062 Penalty: 708.651794
	Iteration 3F: 3 clusters Score -127721.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127820.390625 Penalty: 708.651794
	Iteration 4F: 3 clusters Score -127820.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -127923.039062 Penalty: 708.651794
	Iteration 5F: 3 clusters Score -127923 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -128047.054688 Penalty: 708.651794
	Iteration 6F: 3 clusters Score -128047.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128128.351562 Penalty: 708.651794
	Iteration 7Q: 3 clusters Score -128128.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -128173.734375 Penalty: 708.651794
	Iteration 8Q: 3 clusters Score -128173.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -128202.976562 Penalty: 708.651794
	Iteration 9Q: 3 clusters Score -128203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -128221.320312 Penalty: 708.651794
	Iteration 10Q: 3 clusters Score -128221.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -128235.710938 Penalty: 708.651794
	Iteration 11Q: 3 clusters Score -128235.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128249.765625 Penalty: 708.651794
	Iteration 12Q: 3 clusters Score -128249.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128256.929688 Penalty: 708.651794
	Iteration 13Q: 3 clusters Score -128256.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -128260.500000 Penalty: 708.651794
	Iteration 14Q: 3 clusters Score -128260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -128261.875000 Penalty: 708.651794
	Iteration 15Q: 3 clusters Score -128261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128263.117188 Penalty: 708.651794
	Iteration 16Q: 3 clusters Score -128263.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128264.242188 Penalty: 708.651794
	Iteration 17Q: 3 clusters Score -128264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128265.289062 Penalty: 708.651794
	Iteration 18Q: 3 clusters Score -128265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128266.203125 Penalty: 708.651794
	Iteration 19Q: 3 clusters Score -128266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128266.593750 Penalty: 708.651794
	Iteration 20F: 3 clusters Score -128266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -128266.804688 Penalty: 708.651794
	Iteration 21Q: 3 clusters Score -128266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -128267.101562 Penalty: 708.651794
	Iteration 22Q: 3 clusters Score -128267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -128266.953125 Penalty: 708.651794
	Iteration 23Q: 3 clusters Score -128267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -128266.953125 Penalty: 708.651794
	Iteration 24F: 3 clusters Score -128267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -26712.992188 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -26712.99 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 284 members 
Entering Unmasked Estep 
Score: -26173.755859 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -26173.76 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26296.414062 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -26296.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26328.585938 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -26328.59 nChanged 22
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: -26349.902344 Penalty: 577.771667
	Iteration 3Q: 3 clusters Score -26349.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26367.361328 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -26367.36 nChanged 14
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: -26376.511719 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -26376.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26393.332031 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -26393.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26403.847656 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -26403.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26409.669922 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -26409.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26416.255859 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -26416.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26417.697266 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -26417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26419.087891 Penalty: 577.771667
	Iteration 11Q: 3 clusters Score -26419.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26419.568359 Penalty: 577.771667
	Iteration 12Q: 3 clusters Score -26419.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26420.181641 Penalty: 577.771667
	Iteration 13Q: 3 clusters Score -26420.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26420.892578 Penalty: 577.771667
	Iteration 14Q: 3 clusters Score -26420.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26421.628906 Penalty: 577.771667
	Iteration 15Q: 3 clusters Score -26421.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26422.554688 Penalty: 577.771667
	Iteration 16Q: 3 clusters Score -26422.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26422.554688 Penalty: 577.771667
	Iteration 17F: 3 clusters Score -26422.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -43867.996094 Penalty: 312.870026
	Iteration 0F: 2 clusters Score -43868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -43139.125000 Penalty: 625.740051
	Iteration 0F: 3 clusters Score -43139.12 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -43629.015625 Penalty: 625.740051
	Iteration 1F: 3 clusters Score -43629.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -43916.175781 Penalty: 625.740051
	Iteration 2F: 3 clusters Score -43916.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -44232.546875 Penalty: 625.740051
	Iteration 3F: 3 clusters Score -44232.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -44307.851562 Penalty: 625.740051
	Iteration 4Q: 3 clusters Score -44307.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -44330.039062 Penalty: 625.740051
	Iteration 5Q: 3 clusters Score -44330.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44360.027344 Penalty: 625.740051
	Iteration 6Q: 3 clusters Score -44360.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -44396.015625 Penalty: 625.740051
	Iteration 7Q: 3 clusters Score -44396.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -44402.109375 Penalty: 625.740051
	Iteration 8Q: 3 clusters Score -44402.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -44402.363281 Penalty: 625.740051
	Iteration 9Q: 3 clusters Score -44402.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -44402.363281 Penalty: 625.740051
	Iteration 10F: 3 clusters Score -44402.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 75520 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 31955 members 
Mstep: Class 14 contains 260974 members 
Mstep: Class 15 contains 412 members 
Mstep: Class 16 contains 158 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123889 members 
Entering Unmasked Estep 
Score: -25303374.000000 Penalty: 12595.238281
Splitting cluster 12 changes total score from -25302494.000000 to -25303374.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (31955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Entering Unmasked Estep 
Score: -1525230.625000 Penalty: 471.929810
	Iteration 0F: 2 clusters Score -1525231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1503855.125000 Penalty: 943.859619
	Iteration 0F: 3 clusters Score -1503855 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1513020.750000 Penalty: 943.859619
	Iteration 1F: 3 clusters Score -1513021 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1513474.250000 Penalty: 943.859619
	Iteration 2Q: 3 clusters Score -1513474 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1513987.125000 Penalty: 943.859619
	Iteration 3Q: 3 clusters Score -1513987 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1514670.375000 Penalty: 943.859619
	Iteration 4Q: 3 clusters Score -1514670 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1515621.625000 Penalty: 943.859619
	Iteration 5Q: 3 clusters Score -1515622 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1516962.375000 Penalty: 943.859619
	Iteration 6F: 3 clusters Score -1516962 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1518699.250000 Penalty: 943.859619
	Iteration 7F: 3 clusters Score -1518699 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1520235.875000 Penalty: 943.859619
	Iteration 8F: 3 clusters Score -1520236 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1521291.500000 Penalty: 943.859619
	Iteration 9F: 3 clusters Score -1521292 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1521908.500000 Penalty: 943.859619
	Iteration 10Q: 3 clusters Score -1521908 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1522251.750000 Penalty: 943.859619
	Iteration 11Q: 3 clusters Score -1522252 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1522445.750000 Penalty: 943.859619
	Iteration 12Q: 3 clusters Score -1522446 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1522595.125000 Penalty: 943.859619
	Iteration 13Q: 3 clusters Score -1522595 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1522724.125000 Penalty: 943.859619
	Iteration 14Q: 3 clusters Score -1522724 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1522850.000000 Penalty: 943.859619
	Iteration 15Q: 3 clusters Score -1522850 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1522978.750000 Penalty: 943.859619
	Iteration 16Q: 3 clusters Score -1522979 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1523103.125000 Penalty: 943.859619
	Iteration 17Q: 3 clusters Score -1523103 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1523235.500000 Penalty: 943.859619
	Iteration 18Q: 3 clusters Score -1523236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1523346.250000 Penalty: 943.859619
	Iteration 19Q: 3 clusters Score -1523346 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1523467.250000 Penalty: 943.859619
	Iteration 20F: 3 clusters Score -1523467 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1523586.625000 Penalty: 943.859619
	Iteration 21Q: 3 clusters Score -1523587 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1523720.500000 Penalty: 943.859619
	Iteration 22Q: 3 clusters Score -1523720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1523846.250000 Penalty: 943.859619
	Iteration 23Q: 3 clusters Score -1523846 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1523956.625000 Penalty: 943.859619
	Iteration 24Q: 3 clusters Score -1523957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1524091.750000 Penalty: 943.859619
	Iteration 25Q: 3 clusters Score -1524092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1524205.375000 Penalty: 943.859619
	Iteration 26Q: 3 clusters Score -1524205 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1524304.750000 Penalty: 943.859619
	Iteration 27Q: 3 clusters Score -1524305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1524381.625000 Penalty: 943.859619
	Iteration 28Q: 3 clusters Score -1524382 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1524447.500000 Penalty: 943.859619
	Iteration 29Q: 3 clusters Score -1524448 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1524503.750000 Penalty: 943.859619
	Iteration 30Q: 3 clusters Score -1524504 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1524551.375000 Penalty: 943.859619
	Iteration 31Q: 3 clusters Score -1524551 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1524588.000000 Penalty: 943.859619
	Iteration 32Q: 3 clusters Score -1524588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1524609.000000 Penalty: 943.859619
	Iteration 33Q: 3 clusters Score -1524609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1524632.000000 Penalty: 943.859619
	Iteration 34Q: 3 clusters Score -1524632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1524662.125000 Penalty: 943.859619
	Iteration 35Q: 3 clusters Score -1524662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1524681.250000 Penalty: 943.859619
	Iteration 36Q: 3 clusters Score -1524681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1524702.250000 Penalty: 943.859619
	Iteration 37Q: 3 clusters Score -1524702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1524733.625000 Penalty: 943.859619
	Iteration 38Q: 3 clusters Score -1524734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1524762.000000 Penalty: 943.859619
	Iteration 39Q: 3 clusters Score -1524762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1524784.875000 Penalty: 943.859619
	Iteration 40F: 3 clusters Score -1524785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1524795.500000 Penalty: 943.859619
	Iteration 41Q: 3 clusters Score -1524796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1524808.625000 Penalty: 943.859619
	Iteration 42Q: 3 clusters Score -1524809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1524819.875000 Penalty: 943.859619
	Iteration 43Q: 3 clusters Score -1524820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1524828.625000 Penalty: 943.859619
	Iteration 44Q: 3 clusters Score -1524829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1524829.375000 Penalty: 943.859619
	Iteration 45Q: 3 clusters Score -1524829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1524833.500000 Penalty: 943.859619
	Iteration 46Q: 3 clusters Score -1524834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1524834.750000 Penalty: 943.859619
	Iteration 47Q: 3 clusters Score -1524835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1524841.625000 Penalty: 943.859619
	Iteration 48Q: 3 clusters Score -1524842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1524844.625000 Penalty: 943.859619
	Iteration 49Q: 3 clusters Score -1524845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1524845.125000 Penalty: 943.859619
	Iteration 50Q: 3 clusters Score -1524845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1524849.375000 Penalty: 943.859619
	Iteration 51Q: 3 clusters Score -1524849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1524850.375000 Penalty: 943.859619
	Iteration 52Q: 3 clusters Score -1524850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1524851.375000 Penalty: 943.859619
	Iteration 53Q: 3 clusters Score -1524851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1524850.875000 Penalty: 943.859619
	Iteration 54Q: 3 clusters Score -1524851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1524851.125000 Penalty: 943.859619
	Iteration 55Q: 3 clusters Score -1524851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1524853.375000 Penalty: 943.859619
	Iteration 56Q: 3 clusters Score -1524853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1524851.750000 Penalty: 943.859619
	Iteration 57Q: 3 clusters Score -1524852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1524853.375000 Penalty: 943.859619
	Iteration 58Q: 3 clusters Score -1524853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1524853.750000 Penalty: 943.859619
	Iteration 59Q: 3 clusters Score -1524854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1524853.625000 Penalty: 943.859619
	Iteration 60F: 3 clusters Score -1524854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (260974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260974 members 
Entering Unmasked Estep 
Score: -12808293.000000 Penalty: 567.484009
	Iteration 0F: 2 clusters Score -1.280829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -12637420.000000 Penalty: 1134.968018
	Iteration 0F: 3 clusters Score -1.263742e+07 nChanged 128838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -12719089.000000 Penalty: 1134.968018
	Iteration 1F: 3 clusters Score -1.271909e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112705 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -12724886.000000 Penalty: 1134.968018
	Iteration 2Q: 3 clusters Score -1.272489e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -12734094.000000 Penalty: 1134.968018
	Iteration 3F: 3 clusters Score -1.273409e+07 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -12748739.000000 Penalty: 1134.968018
	Iteration 4F: 3 clusters Score -1.274874e+07 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -12765290.000000 Penalty: 1134.968018
	Iteration 5F: 3 clusters Score -1.276529e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 184730 members 
Entering Unmasked Estep 
Score: -12776688.000000 Penalty: 1134.968018
	Iteration 6F: 3 clusters Score -1.277669e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 188913 members 
Entering Unmasked Estep 
Score: -12781239.000000 Penalty: 1134.968018
	Iteration 7Q: 3 clusters Score -1.278124e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -12783406.000000 Penalty: 1134.968018
	Iteration 8Q: 3 clusters Score -1.278341e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -12784960.000000 Penalty: 1134.968018
	Iteration 9Q: 3 clusters Score -1.278496e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 199189 members 
Entering Unmasked Estep 
Score: -12786505.000000 Penalty: 1134.968018
	Iteration 10Q: 3 clusters Score -1.27865e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 202455 members 
Entering Unmasked Estep 
Score: -12787970.000000 Penalty: 1134.968018
	Iteration 11Q: 3 clusters Score -1.278797e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 205645 members 
Entering Unmasked Estep 
Score: -12789473.000000 Penalty: 1134.968018
	Iteration 12Q: 3 clusters Score -1.278947e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 208726 members 
Entering Unmasked Estep 
Score: -12791037.000000 Penalty: 1134.968018
	Iteration 13Q: 3 clusters Score -1.279104e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 211665 members 
Entering Unmasked Estep 
Score: -12792443.000000 Penalty: 1134.968018
	Iteration 14Q: 3 clusters Score -1.279244e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 214508 members 
Entering Unmasked Estep 
Score: -12793712.000000 Penalty: 1134.968018
	Iteration 15Q: 3 clusters Score -1.279371e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 217196 members 
Entering Unmasked Estep 
Score: -12794911.000000 Penalty: 1134.968018
	Iteration 16Q: 3 clusters Score -1.279491e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 219764 members 
Entering Unmasked Estep 
Score: -12796037.000000 Penalty: 1134.968018
	Iteration 17Q: 3 clusters Score -1.279604e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 222173 members 
Entering Unmasked Estep 
Score: -12797144.000000 Penalty: 1134.968018
	Iteration 18Q: 3 clusters Score -1.279714e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 224291 members 
Entering Unmasked Estep 
Score: -12798056.000000 Penalty: 1134.968018
	Iteration 19Q: 3 clusters Score -1.279806e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 226325 members 
Entering Unmasked Estep 
Score: -12798867.000000 Penalty: 1134.968018
	Iteration 20F: 3 clusters Score -1.279887e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 228300 members 
Entering Unmasked Estep 
Score: -12799621.000000 Penalty: 1134.968018
	Iteration 21Q: 3 clusters Score -1.279962e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 230200 members 
Entering Unmasked Estep 
Score: -12800230.000000 Penalty: 1134.968018
	Iteration 22Q: 3 clusters Score -1.280023e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 232103 members 
Entering Unmasked Estep 
Score: -12800817.000000 Penalty: 1134.968018
	Iteration 23Q: 3 clusters Score -1.280082e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 233916 members 
Entering Unmasked Estep 
Score: -12801467.000000 Penalty: 1134.968018
	Iteration 24Q: 3 clusters Score -1.280147e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 235710 members 
Entering Unmasked Estep 
Score: -12802057.000000 Penalty: 1134.968018
	Iteration 25Q: 3 clusters Score -1.280206e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 237480 members 
Entering Unmasked Estep 
Score: -12802623.000000 Penalty: 1134.968018
	Iteration 26Q: 3 clusters Score -1.280262e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 239172 members 
Entering Unmasked Estep 
Score: -12803234.000000 Penalty: 1134.968018
	Iteration 27Q: 3 clusters Score -1.280323e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 240781 members 
Entering Unmasked Estep 
Score: -12803856.000000 Penalty: 1134.968018
	Iteration 28Q: 3 clusters Score -1.280386e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 242306 members 
Entering Unmasked Estep 
Score: -12804432.000000 Penalty: 1134.968018
	Iteration 29Q: 3 clusters Score -1.280443e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 243775 members 
Entering Unmasked Estep 
Score: -12804990.000000 Penalty: 1134.968018
	Iteration 30Q: 3 clusters Score -1.280499e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 245181 members 
Entering Unmasked Estep 
Score: -12805464.000000 Penalty: 1134.968018
	Iteration 31Q: 3 clusters Score -1.280546e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 246491 members 
Entering Unmasked Estep 
Score: -12805916.000000 Penalty: 1134.968018
	Iteration 32Q: 3 clusters Score -1.280592e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 247756 members 
Entering Unmasked Estep 
Score: -12806329.000000 Penalty: 1134.968018
	Iteration 33Q: 3 clusters Score -1.280633e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 248935 members 
Entering Unmasked Estep 
Score: -12806597.000000 Penalty: 1134.968018
	Iteration 34Q: 3 clusters Score -1.28066e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 250002 members 
Entering Unmasked Estep 
Score: -12806773.000000 Penalty: 1134.968018
	Iteration 35Q: 3 clusters Score -1.280677e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 250979 members 
Entering Unmasked Estep 
Score: -12807003.000000 Penalty: 1134.968018
	Iteration 36Q: 3 clusters Score -1.2807e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 251861 members 
Entering Unmasked Estep 
Score: -12807186.000000 Penalty: 1134.968018
	Iteration 37Q: 3 clusters Score -1.280719e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 252654 members 
Entering Unmasked Estep 
Score: -12807373.000000 Penalty: 1134.968018
	Iteration 38Q: 3 clusters Score -1.280737e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 253406 members 
Entering Unmasked Estep 
Score: -12807544.000000 Penalty: 1134.968018
	Iteration 39Q: 3 clusters Score -1.280754e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 254053 members 
Entering Unmasked Estep 
Score: -12807667.000000 Penalty: 1134.968018
	Iteration 40F: 3 clusters Score -1.280767e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 254620 members 
Entering Unmasked Estep 
Score: -12807748.000000 Penalty: 1134.968018
	Iteration 41Q: 3 clusters Score -1.280775e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 255110 members 
Entering Unmasked Estep 
Score: -12807873.000000 Penalty: 1134.968018
	Iteration 42Q: 3 clusters Score -1.280787e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 255537 members 
Entering Unmasked Estep 
Score: -12808010.000000 Penalty: 1134.968018
	Iteration 43Q: 3 clusters Score -1.280801e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 255923 members 
Entering Unmasked Estep 
Score: -12808057.000000 Penalty: 1134.968018
	Iteration 44Q: 3 clusters Score -1.280806e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 256263 members 
Entering Unmasked Estep 
Score: -12808048.000000 Penalty: 1134.968018
	Iteration 45Q: 3 clusters Score -1.280805e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 256561 members 
Entering Unmasked Estep 
Score: -12808105.000000 Penalty: 1134.968018
	Iteration 46Q: 3 clusters Score -1.28081e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 256818 members 
Entering Unmasked Estep 
Score: -12808157.000000 Penalty: 1134.968018
	Iteration 47Q: 3 clusters Score -1.280816e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 257044 members 
Entering Unmasked Estep 
Score: -12808170.000000 Penalty: 1134.968018
	Iteration 48Q: 3 clusters Score -1.280817e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 257247 members 
Entering Unmasked Estep 
Score: -12808201.000000 Penalty: 1134.968018
	Iteration 49Q: 3 clusters Score -1.28082e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 257431 members 
Entering Unmasked Estep 
Score: -12808249.000000 Penalty: 1134.968018
	Iteration 50Q: 3 clusters Score -1.280825e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 257582 members 
Entering Unmasked Estep 
Score: -12808271.000000 Penalty: 1134.968018
	Iteration 51Q: 3 clusters Score -1.280827e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 257722 members 
Entering Unmasked Estep 
Score: -12808288.000000 Penalty: 1134.968018
	Iteration 52Q: 3 clusters Score -1.280829e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 257836 members 
Entering Unmasked Estep 
Score: -12808250.000000 Penalty: 1134.968018
	Iteration 53Q: 3 clusters Score -1.280825e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 257950 members 
Entering Unmasked Estep 
Score: -12808259.000000 Penalty: 1134.968018
	Iteration 54Q: 3 clusters Score -1.280826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 258035 members 
Entering Unmasked Estep 
Score: -12808264.000000 Penalty: 1134.968018
	Iteration 55Q: 3 clusters Score -1.280826e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 258113 members 
Entering Unmasked Estep 
Score: -12808241.000000 Penalty: 1134.968018
	Iteration 56Q: 3 clusters Score -1.280824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 258187 members 
Entering Unmasked Estep 
Score: -12808220.000000 Penalty: 1134.968018
	Iteration 57Q: 3 clusters Score -1.280822e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 258258 members 
Entering Unmasked Estep 
Score: -12808222.000000 Penalty: 1134.968018
	Iteration 58Q: 3 clusters Score -1.280822e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 258329 members 
Entering Unmasked Estep 
Score: -12808207.000000 Penalty: 1134.968018
	Iteration 59Q: 3 clusters Score -1.280821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 258384 members 
Entering Unmasked Estep 
Score: -12808207.000000 Penalty: 1134.968018
	Iteration 60F: 3 clusters Score -1.280821e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 258426 members 
Entering Unmasked Estep 
Score: -12808215.000000 Penalty: 1134.968018
	Iteration 61Q: 3 clusters Score -1.280822e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 258487 members 
Entering Unmasked Estep 
Score: -12808232.000000 Penalty: 1134.968018
	Iteration 62Q: 3 clusters Score -1.280823e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 258548 members 
Entering Unmasked Estep 
Score: -12808218.000000 Penalty: 1134.968018
	Iteration 63Q: 3 clusters Score -1.280822e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 258603 members 
Entering Unmasked Estep 
Score: -12808214.000000 Penalty: 1134.968018
	Iteration 64Q: 3 clusters Score -1.280821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 258653 members 
Entering Unmasked Estep 
Score: -12808243.000000 Penalty: 1134.968018
	Iteration 65Q: 3 clusters Score -1.280824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 258688 members 
Entering Unmasked Estep 
Score: -12808245.000000 Penalty: 1134.968018
	Iteration 66Q: 3 clusters Score -1.280824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 258716 members 
Entering Unmasked Estep 
Score: -12808248.000000 Penalty: 1134.968018
	Iteration 67Q: 3 clusters Score -1.280825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 258737 members 
Entering Unmasked Estep 
Score: -12808239.000000 Penalty: 1134.968018
	Iteration 68Q: 3 clusters Score -1.280824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 258750 members 
Entering Unmasked Estep 
Score: -12808239.000000 Penalty: 1134.968018
	Iteration 69Q: 3 clusters Score -1.280824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 258767 members 
Entering Unmasked Estep 
Score: -12808239.000000 Penalty: 1134.968018
	Iteration 70Q: 3 clusters Score -1.280824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 258782 members 
Entering Unmasked Estep 
Score: -12808239.000000 Penalty: 1134.968018
	Iteration 71Q: 3 clusters Score -1.280824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 258790 members 
Entering Unmasked Estep 
Score: -12808243.000000 Penalty: 1134.968018
	Iteration 72Q: 3 clusters Score -1.280824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 258797 members 
Entering Unmasked Estep 
Score: -12808237.000000 Penalty: 1134.968018
	Iteration 73Q: 3 clusters Score -1.280824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 258804 members 
Entering Unmasked Estep 
Score: -12808248.000000 Penalty: 1134.968018
	Iteration 74Q: 3 clusters Score -1.280825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 258811 members 
Entering Unmasked Estep 
Score: -12808247.000000 Penalty: 1134.968018
	Iteration 75Q: 3 clusters Score -1.280825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 258814 members 
Entering Unmasked Estep 
Score: -12808244.000000 Penalty: 1134.968018
	Iteration 76Q: 3 clusters Score -1.280824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 258821 members 
Entering Unmasked Estep 
Score: -12808244.000000 Penalty: 1134.968018
	Iteration 77Q: 3 clusters Score -1.280824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 258827 members 
Entering Unmasked Estep 
Score: -12808245.000000 Penalty: 1134.968018
	Iteration 78Q: 3 clusters Score -1.280824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 258836 members 
Entering Unmasked Estep 
Score: -12808244.000000 Penalty: 1134.968018
	Iteration 79Q: 3 clusters Score -1.280824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 258840 members 
Entering Unmasked Estep 
Score: -12808242.000000 Penalty: 1134.968018
	Iteration 80F: 3 clusters Score -1.280824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 258845 members 
Entering Unmasked Estep 
Score: -12808246.000000 Penalty: 1134.968018
	Iteration 81Q: 3 clusters Score -1.280825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 258851 members 
Entering Unmasked Estep 
Score: -12808246.000000 Penalty: 1134.968018
	Iteration 82Q: 3 clusters Score -1.280825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 258856 members 
Entering Unmasked Estep 
Score: -12808258.000000 Penalty: 1134.968018
	Iteration 83Q: 3 clusters Score -1.280826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 258858 members 
Entering Unmasked Estep 
Score: -12808256.000000 Penalty: 1134.968018
	Iteration 84Q: 3 clusters Score -1.280826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 258858 members 
Entering Unmasked Estep 
Score: -12808256.000000 Penalty: 1134.968018
	Iteration 85F: 3 clusters Score -1.280826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -7138.410645 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -7138.411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6882.622559 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -6882.623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6939.477051 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -6939.477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6981.283691 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -6981.284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7000.783203 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -7000.783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7012.706543 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -7012.707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7019.048828 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -7019.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7020.187988 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -7020.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7022.327637 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -7022.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7023.242676 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -7023.243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7023.242676 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -7023.243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Entering Unmasked Estep 
Score: -450118.437500 Penalty: 416.923065
	Iteration 0F: 2 clusters Score -450118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -443818.593750 Penalty: 833.846130
	Iteration 0F: 3 clusters Score -443818.6 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -446252.250000 Penalty: 833.846130
	Iteration 1F: 3 clusters Score -446252.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -446402.593750 Penalty: 833.846130
	Iteration 2Q: 3 clusters Score -446402.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -446590.906250 Penalty: 833.846130
	Iteration 3Q: 3 clusters Score -446590.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -446865.187500 Penalty: 833.846130
	Iteration 4F: 3 clusters Score -446865.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -447232.093750 Penalty: 833.846130
	Iteration 5F: 3 clusters Score -447232.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -447663.718750 Penalty: 833.846130
	Iteration 6F: 3 clusters Score -447663.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -448092.062500 Penalty: 833.846130
	Iteration 7F: 3 clusters Score -448092.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -448412.875000 Penalty: 833.846130
	Iteration 8Q: 3 clusters Score -448412.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -448625.906250 Penalty: 833.846130
	Iteration 9Q: 3 clusters Score -448625.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -448804.968750 Penalty: 833.846130
	Iteration 10Q: 3 clusters Score -448805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -448927.656250 Penalty: 833.846130
	Iteration 11Q: 3 clusters Score -448927.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -449009.500000 Penalty: 833.846130
	Iteration 12Q: 3 clusters Score -449009.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -449094.812500 Penalty: 833.846130
	Iteration 13Q: 3 clusters Score -449094.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -449182.812500 Penalty: 833.846130
	Iteration 14Q: 3 clusters Score -449182.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -449263.468750 Penalty: 833.846130
	Iteration 15Q: 3 clusters Score -449263.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -449338.125000 Penalty: 833.846130
	Iteration 16Q: 3 clusters Score -449338.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -449402.375000 Penalty: 833.846130
	Iteration 17Q: 3 clusters Score -449402.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -449463.156250 Penalty: 833.846130
	Iteration 18Q: 3 clusters Score -449463.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -449534.812500 Penalty: 833.846130
	Iteration 19Q: 3 clusters Score -449534.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -449591.218750 Penalty: 833.846130
	Iteration 20F: 3 clusters Score -449591.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -449634.312500 Penalty: 833.846130
	Iteration 21Q: 3 clusters Score -449634.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -449683.093750 Penalty: 833.846130
	Iteration 22Q: 3 clusters Score -449683.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -449715.343750 Penalty: 833.846130
	Iteration 23Q: 3 clusters Score -449715.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -449729.812500 Penalty: 833.846130
	Iteration 24Q: 3 clusters Score -449729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -449749.781250 Penalty: 833.846130
	Iteration 25Q: 3 clusters Score -449749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -449756.437500 Penalty: 833.846130
	Iteration 26Q: 3 clusters Score -449756.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -449759.375000 Penalty: 833.846130
	Iteration 27Q: 3 clusters Score -449759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -449763.156250 Penalty: 833.846130
	Iteration 28Q: 3 clusters Score -449763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -449764.562500 Penalty: 833.846130
	Iteration 29Q: 3 clusters Score -449764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -449766.062500 Penalty: 833.846130
	Iteration 30Q: 3 clusters Score -449766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -449767.718750 Penalty: 833.846130
	Iteration 31Q: 3 clusters Score -449767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -449768.281250 Penalty: 833.846130
	Iteration 32Q: 3 clusters Score -449768.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -449768.281250 Penalty: 833.846130
	Iteration 33F: 3 clusters Score -449768.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -16958.013672 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -16958.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16565.886719 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -16565.89 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16645.615234 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -16645.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16660.513672 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -16660.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16663.890625 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -16663.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16669.816406 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -16669.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16676.865234 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -16676.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16683.056641 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -16683.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16691.259766 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -16691.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16694.167969 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -16694.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16695.630859 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -16695.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16696.595703 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -16696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16698.511719 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -16698.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16702.990234 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -16702.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16707.980469 Penalty: 535.128540
	Iteration 13Q: 3 clusters Score -16707.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16709.445312 Penalty: 535.128540
	Iteration 14Q: 3 clusters Score -16709.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16709.445312 Penalty: 535.128540
	Iteration 15F: 3 clusters Score -16709.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (123889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Entering Unmasked Estep 
Score: -6088766.000000 Penalty: 533.584961
	Iteration 0F: 2 clusters Score -6088766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -6004725.000000 Penalty: 1067.169922
	Iteration 0F: 3 clusters Score -6004725 nChanged 60623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -6043073.000000 Penalty: 1067.169922
	Iteration 1F: 3 clusters Score -6043073 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -6046031.500000 Penalty: 1067.169922
	Iteration 2F: 3 clusters Score -6046032 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -6050176.000000 Penalty: 1067.169922
	Iteration 3F: 3 clusters Score -6050176 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -6056231.000000 Penalty: 1067.169922
	Iteration 4F: 3 clusters Score -6056231 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -6064241.500000 Penalty: 1067.169922
	Iteration 5F: 3 clusters Score -6064242 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -6072344.500000 Penalty: 1067.169922
	Iteration 6F: 3 clusters Score -6072344 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -6078723.500000 Penalty: 1067.169922
	Iteration 7Q: 3 clusters Score -6078724 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -6082798.000000 Penalty: 1067.169922
	Iteration 8Q: 3 clusters Score -6082798 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -6084824.500000 Penalty: 1067.169922
	Iteration 9Q: 3 clusters Score -6084824 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 117611 members 
Entering Unmasked Estep 
Score: -6085816.500000 Penalty: 1067.169922
	Iteration 10Q: 3 clusters Score -6085816 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 118263 members 
Entering Unmasked Estep 
Score: -6086425.000000 Penalty: 1067.169922
	Iteration 11Q: 3 clusters Score -6086425 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -6086844.000000 Penalty: 1067.169922
	Iteration 12Q: 3 clusters Score -6086844 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -6087065.500000 Penalty: 1067.169922
	Iteration 13Q: 3 clusters Score -6087066 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 119482 members 
Entering Unmasked Estep 
Score: -6087257.500000 Penalty: 1067.169922
	Iteration 14Q: 3 clusters Score -6087258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -6087409.500000 Penalty: 1067.169922
	Iteration 15Q: 3 clusters Score -6087410 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -6087527.500000 Penalty: 1067.169922
	Iteration 16Q: 3 clusters Score -6087528 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -6087623.000000 Penalty: 1067.169922
	Iteration 17Q: 3 clusters Score -6087623 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -6087707.500000 Penalty: 1067.169922
	Iteration 18Q: 3 clusters Score -6087708 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 120578 members 
Entering Unmasked Estep 
Score: -6087770.500000 Penalty: 1067.169922
	Iteration 19Q: 3 clusters Score -6087770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -6087848.500000 Penalty: 1067.169922
	Iteration 20F: 3 clusters Score -6087848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -6087869.500000 Penalty: 1067.169922
	Iteration 21Q: 3 clusters Score -6087870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -6087904.500000 Penalty: 1067.169922
	Iteration 22Q: 3 clusters Score -6087904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -6087952.500000 Penalty: 1067.169922
	Iteration 23Q: 3 clusters Score -6087952 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -6087973.000000 Penalty: 1067.169922
	Iteration 24Q: 3 clusters Score -6087973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -6088007.000000 Penalty: 1067.169922
	Iteration 25Q: 3 clusters Score -6088007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 121349 members 
Entering Unmasked Estep 
Score: -6088014.500000 Penalty: 1067.169922
	Iteration 26Q: 3 clusters Score -6088014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -6088034.500000 Penalty: 1067.169922
	Iteration 27Q: 3 clusters Score -6088034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -6088054.000000 Penalty: 1067.169922
	Iteration 28Q: 3 clusters Score -6088054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -6088065.000000 Penalty: 1067.169922
	Iteration 29Q: 3 clusters Score -6088065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -6088067.500000 Penalty: 1067.169922
	Iteration 30Q: 3 clusters Score -6088068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -6088078.000000 Penalty: 1067.169922
	Iteration 31Q: 3 clusters Score -6088078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -6088081.500000 Penalty: 1067.169922
	Iteration 32Q: 3 clusters Score -6088082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 121723 members 
Entering Unmasked Estep 
Score: -6088072.500000 Penalty: 1067.169922
	Iteration 33Q: 3 clusters Score -6088072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 121768 members 
Entering Unmasked Estep 
Score: -6088077.500000 Penalty: 1067.169922
	Iteration 34Q: 3 clusters Score -6088078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -6088090.500000 Penalty: 1067.169922
	Iteration 35Q: 3 clusters Score -6088090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 121848 members 
Entering Unmasked Estep 
Score: -6088112.500000 Penalty: 1067.169922
	Iteration 36Q: 3 clusters Score -6088112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 121880 members 
Entering Unmasked Estep 
Score: -6088117.000000 Penalty: 1067.169922
	Iteration 37Q: 3 clusters Score -6088117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -6088112.000000 Penalty: 1067.169922
	Iteration 38Q: 3 clusters Score -6088112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -6088114.000000 Penalty: 1067.169922
	Iteration 39Q: 3 clusters Score -6088114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 121971 members 
Entering Unmasked Estep 
Score: -6088109.000000 Penalty: 1067.169922
	Iteration 40F: 3 clusters Score -6088109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 122000 members 
Entering Unmasked Estep 
Score: -6088117.500000 Penalty: 1067.169922
	Iteration 41Q: 3 clusters Score -6088118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 122033 members 
Entering Unmasked Estep 
Score: -6088121.000000 Penalty: 1067.169922
	Iteration 42Q: 3 clusters Score -6088121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -6088124.500000 Penalty: 1067.169922
	Iteration 43Q: 3 clusters Score -6088124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -6088136.500000 Penalty: 1067.169922
	Iteration 44Q: 3 clusters Score -6088136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -6088150.000000 Penalty: 1067.169922
	Iteration 45Q: 3 clusters Score -6088150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 122167 members 
Entering Unmasked Estep 
Score: -6088156.500000 Penalty: 1067.169922
	Iteration 46Q: 3 clusters Score -6088156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -6088156.500000 Penalty: 1067.169922
	Iteration 47Q: 3 clusters Score -6088156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -6088159.000000 Penalty: 1067.169922
	Iteration 48Q: 3 clusters Score -6088159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -6088164.500000 Penalty: 1067.169922
	Iteration 49Q: 3 clusters Score -6088164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -6088169.000000 Penalty: 1067.169922
	Iteration 50Q: 3 clusters Score -6088169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -6088168.500000 Penalty: 1067.169922
	Iteration 51Q: 3 clusters Score -6088168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -6088171.000000 Penalty: 1067.169922
	Iteration 52Q: 3 clusters Score -6088171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -6088179.000000 Penalty: 1067.169922
	Iteration 53Q: 3 clusters Score -6088179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 122371 members 
Entering Unmasked Estep 
Score: -6088190.500000 Penalty: 1067.169922
	Iteration 54Q: 3 clusters Score -6088190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 122392 members 
Entering Unmasked Estep 
Score: -6088177.500000 Penalty: 1067.169922
	Iteration 55Q: 3 clusters Score -6088178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -6088173.500000 Penalty: 1067.169922
	Iteration 56Q: 3 clusters Score -6088174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -6088177.500000 Penalty: 1067.169922
	Iteration 57Q: 3 clusters Score -6088178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -6088171.500000 Penalty: 1067.169922
	Iteration 58Q: 3 clusters Score -6088172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -6088172.500000 Penalty: 1067.169922
	Iteration 59Q: 3 clusters Score -6088172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -6088180.500000 Penalty: 1067.169922
	Iteration 60F: 3 clusters Score -6088180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -6088184.500000 Penalty: 1067.169922
	Iteration 61Q: 3 clusters Score -6088184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -6088189.000000 Penalty: 1067.169922
	Iteration 62Q: 3 clusters Score -6088189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 122576 members 
Entering Unmasked Estep 
Score: -6088189.500000 Penalty: 1067.169922
	Iteration 63Q: 3 clusters Score -6088190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -6088190.500000 Penalty: 1067.169922
	Iteration 64Q: 3 clusters Score -6088190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -6088191.000000 Penalty: 1067.169922
	Iteration 65Q: 3 clusters Score -6088191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -6088193.000000 Penalty: 1067.169922
	Iteration 66Q: 3 clusters Score -6088193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -6088189.000000 Penalty: 1067.169922
	Iteration 67Q: 3 clusters Score -6088189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -6088204.500000 Penalty: 1067.169922
	Iteration 68Q: 3 clusters Score -6088204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -6088204.500000 Penalty: 1067.169922
	Iteration 69Q: 3 clusters Score -6088204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -6088206.500000 Penalty: 1067.169922
	Iteration 70Q: 3 clusters Score -6088206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 122752 members 
Entering Unmasked Estep 
Score: -6088208.000000 Penalty: 1067.169922
	Iteration 71Q: 3 clusters Score -6088208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 122771 members 
Entering Unmasked Estep 
Score: -6088207.000000 Penalty: 1067.169922
	Iteration 72Q: 3 clusters Score -6088207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 122784 members 
Entering Unmasked Estep 
Score: -6088209.500000 Penalty: 1067.169922
	Iteration 73Q: 3 clusters Score -6088210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -6088212.500000 Penalty: 1067.169922
	Iteration 74Q: 3 clusters Score -6088212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -6088224.000000 Penalty: 1067.169922
	Iteration 75Q: 3 clusters Score -6088224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -6088239.500000 Penalty: 1067.169922
	Iteration 76Q: 3 clusters Score -6088240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 122863 members 
Entering Unmasked Estep 
Score: -6088243.000000 Penalty: 1067.169922
	Iteration 77Q: 3 clusters Score -6088243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -6088240.500000 Penalty: 1067.169922
	Iteration 78Q: 3 clusters Score -6088240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -6088241.500000 Penalty: 1067.169922
	Iteration 79Q: 3 clusters Score -6088242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 122919 members 
Entering Unmasked Estep 
Score: -6088247.500000 Penalty: 1067.169922
	Iteration 80F: 3 clusters Score -6088248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -6088259.000000 Penalty: 1067.169922
	Iteration 81Q: 3 clusters Score -6088259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -6088255.500000 Penalty: 1067.169922
	Iteration 82Q: 3 clusters Score -6088256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 122990 members 
Entering Unmasked Estep 
Score: -6088262.000000 Penalty: 1067.169922
	Iteration 83Q: 3 clusters Score -6088262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -6088265.500000 Penalty: 1067.169922
	Iteration 84Q: 3 clusters Score -6088266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -6088267.000000 Penalty: 1067.169922
	Iteration 85Q: 3 clusters Score -6088267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 1067.169922
	Iteration 86Q: 3 clusters Score -6088277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -6088284.000000 Penalty: 1067.169922
	Iteration 87Q: 3 clusters Score -6088284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
Score: -6088277.000000 Penalty: 1067.169922
	Iteration 88Q: 3 clusters Score -6088277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -6088278.000000 Penalty: 1067.169922
	Iteration 89Q: 3 clusters Score -6088278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 123063 members 
Entering Unmasked Estep 
Score: -6088282.000000 Penalty: 1067.169922
	Iteration 90Q: 3 clusters Score -6088282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 123076 members 
Entering Unmasked Estep 
Score: -6088282.500000 Penalty: 1067.169922
	Iteration 91Q: 3 clusters Score -6088282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -6088288.000000 Penalty: 1067.169922
	Iteration 92Q: 3 clusters Score -6088288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -6088288.500000 Penalty: 1067.169922
	Iteration 93Q: 3 clusters Score -6088288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -6088300.500000 Penalty: 1067.169922
	Iteration 94Q: 3 clusters Score -6088300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -6088305.000000 Penalty: 1067.169922
	Iteration 95Q: 3 clusters Score -6088305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -6088310.500000 Penalty: 1067.169922
	Iteration 96Q: 3 clusters Score -6088310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -6088305.000000 Penalty: 1067.169922
	Iteration 97Q: 3 clusters Score -6088305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -6088305.500000 Penalty: 1067.169922
	Iteration 98Q: 3 clusters Score -6088306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -6088303.500000 Penalty: 1067.169922
	Iteration 99Q: 3 clusters Score -6088304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 123152 members 
Entering Unmasked Estep 
Score: -6088301.500000 Penalty: 1067.169922
	Iteration 100F: 3 clusters Score -6088302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -6088307.500000 Penalty: 1067.169922
	Iteration 101Q: 3 clusters Score -6088308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 123168 members 
Entering Unmasked Estep 
Score: -6088312.000000 Penalty: 1067.169922
	Iteration 102Q: 3 clusters Score -6088312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -6088318.000000 Penalty: 1067.169922
	Iteration 103Q: 3 clusters Score -6088318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -6088317.500000 Penalty: 1067.169922
	Iteration 104Q: 3 clusters Score -6088318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -6088317.500000 Penalty: 1067.169922
	Iteration 105Q: 3 clusters Score -6088318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -6088315.500000 Penalty: 1067.169922
	Iteration 106Q: 3 clusters Score -6088316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -6088321.500000 Penalty: 1067.169922
	Iteration 107Q: 3 clusters Score -6088322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -6088318.500000 Penalty: 1067.169922
	Iteration 108Q: 3 clusters Score -6088318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -6088319.000000 Penalty: 1067.169922
	Iteration 109Q: 3 clusters Score -6088319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -6088321.500000 Penalty: 1067.169922
	Iteration 110Q: 3 clusters Score -6088322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -6088324.000000 Penalty: 1067.169922
	Iteration 111Q: 3 clusters Score -6088324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -6088327.500000 Penalty: 1067.169922
	Iteration 112Q: 3 clusters Score -6088328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -6088321.000000 Penalty: 1067.169922
	Iteration 113Q: 3 clusters Score -6088321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 123230 members 
Entering Unmasked Estep 
Score: -6088324.500000 Penalty: 1067.169922
	Iteration 114Q: 3 clusters Score -6088324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -6088330.000000 Penalty: 1067.169922
	Iteration 115Q: 3 clusters Score -6088330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -6088328.500000 Penalty: 1067.169922
	Iteration 116Q: 3 clusters Score -6088328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -6088325.500000 Penalty: 1067.169922
	Iteration 117Q: 3 clusters Score -6088326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -6088325.500000 Penalty: 1067.169922
	Iteration 118Q: 3 clusters Score -6088326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -6088325.500000 Penalty: 1067.169922
	Iteration 119Q: 3 clusters Score -6088326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -6088325.500000 Penalty: 1067.169922
	Iteration 120F: 3 clusters Score -6088326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 75520 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 31955 members 
Mstep: Class 14 contains 260974 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303478.000000 Penalty: 12595.238281
Iteration 79Q: 22 clusters Score -2.530348e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 3 contains 5108 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 849 members 
Mstep: Class 6 contains 5137 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 382 members 
Mstep: Class 9 contains 75540 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 31928 members 
Mstep: Class 14 contains 261218 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 153 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 179 members 
Mstep: Class 20 contains 9583 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303434.000000 Penalty: 12595.238281
Iteration 80F: 22 clusters Score -2.530343e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 853 members 
Mstep: Class 6 contains 5140 members 
Mstep: Class 7 contains 7396 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75554 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 31903 members 
Mstep: Class 14 contains 261459 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 150 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 20 contains 9620 members 
Mstep: Class 21 contains 359 members 
Mstep: Class 22 contains 123380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303496.000000 Penalty: 12595.238281
Iteration 81Q: 22 clusters Score -2.53035e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2149 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 853 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75571 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 31876 members 
Mstep: Class 14 contains 261703 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 123125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303586.000000 Penalty: 12595.238281
Iteration 82Q: 22 clusters Score -2.530359e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 855 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 7410 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75580 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 31849 members 
Mstep: Class 14 contains 261972 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 753 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 122863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303654.000000 Penalty: 12595.238281
Iteration 83Q: 22 clusters Score -2.530365e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 2419 members 
Mstep: Class 5 contains 858 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 7415 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75598 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31835 members 
Mstep: Class 14 contains 262227 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 20 contains 9711 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 122596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303706.000000 Penalty: 12595.238281
Iteration 84Q: 22 clusters Score -2.530371e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 7421 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75610 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31817 members 
Mstep: Class 14 contains 262492 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 20 contains 9741 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 122330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303652.000000 Penalty: 12595.238281
Iteration 85Q: 22 clusters Score -2.530365e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 2421 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 7424 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75634 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31822 members 
Mstep: Class 14 contains 262753 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 20 contains 9765 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 122047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303610.000000 Penalty: 12595.238281
Iteration 86Q: 22 clusters Score -2.530361e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 7 contains 7422 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75660 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31816 members 
Mstep: Class 14 contains 262991 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 20 contains 9797 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 121779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303598.000000 Penalty: 12595.238281
Iteration 87Q: 22 clusters Score -2.53036e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 866 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 7422 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75666 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31792 members 
Mstep: Class 14 contains 263238 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 9835 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 121530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303586.000000 Penalty: 12595.238281
Iteration 88Q: 22 clusters Score -2.530359e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4792 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 867 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 7423 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75683 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31763 members 
Mstep: Class 14 contains 263469 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 9879 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 121288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303510.000000 Penalty: 12595.238281
Iteration 89Q: 22 clusters Score -2.530351e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 868 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 7429 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75694 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31724 members 
Mstep: Class 14 contains 263671 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 121081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303396.000000 Penalty: 12595.238281
Iteration 90Q: 22 clusters Score -2.53034e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5213 members 
Mstep: Class 7 contains 7443 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75713 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31699 members 
Mstep: Class 14 contains 263863 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 9964 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 120862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303346.000000 Penalty: 12595.238281
Iteration 91Q: 22 clusters Score -2.530335e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75730 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31669 members 
Mstep: Class 14 contains 264072 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10014 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 120631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303300.000000 Penalty: 12595.238281
Iteration 92Q: 22 clusters Score -2.53033e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 7455 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75739 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31620 members 
Mstep: Class 14 contains 264287 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 120412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303252.000000 Penalty: 12595.238281
Iteration 93Q: 22 clusters Score -2.530325e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75752 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31569 members 
Mstep: Class 14 contains 264478 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10151 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 120195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303284.000000 Penalty: 12595.238281
Iteration 94Q: 22 clusters Score -2.530328e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 7491 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75760 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31514 members 
Mstep: Class 14 contains 264663 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 120006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303274.000000 Penalty: 12595.238281
Iteration 95Q: 22 clusters Score -2.530327e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75753 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31455 members 
Mstep: Class 14 contains 264863 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10281 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 119832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303336.000000 Penalty: 12595.238281
Iteration 96Q: 22 clusters Score -2.530334e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4514 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75749 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31378 members 
Mstep: Class 14 contains 265059 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10357 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 119679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303348.000000 Penalty: 12595.238281
Iteration 97Q: 22 clusters Score -2.530335e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2156 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 7515 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75749 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31312 members 
Mstep: Class 14 contains 265251 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 10419 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 119521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303296.000000 Penalty: 12595.238281
Iteration 98Q: 22 clusters Score -2.53033e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 7524 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75764 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31258 members 
Mstep: Class 14 contains 265406 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 119370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303260.000000 Penalty: 12595.238281
Iteration 99Q: 22 clusters Score -2.530326e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 2430 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75783 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31206 members 
Mstep: Class 14 contains 265586 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 20 contains 10514 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 119199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303236.000000 Penalty: 12595.238281
Iteration 100F: 22 clusters Score -2.530324e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 7540 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75806 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31166 members 
Mstep: Class 14 contains 265773 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10550 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 119017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303172.000000 Penalty: 12595.238281
Iteration 101Q: 22 clusters Score -2.530317e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 7548 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75832 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31127 members 
Mstep: Class 14 contains 265935 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10577 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303174.000000 Penalty: 12595.238281
Iteration 102Q: 22 clusters Score -2.530317e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75870 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31093 members 
Mstep: Class 14 contains 266094 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10596 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303156.000000 Penalty: 12595.238281
Iteration 103Q: 22 clusters Score -2.530316e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 7563 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75902 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31056 members 
Mstep: Class 14 contains 266208 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10620 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303196.000000 Penalty: 12595.238281
Iteration 104Q: 22 clusters Score -2.53032e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5247 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75943 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 31024 members 
Mstep: Class 14 contains 266331 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303146.000000 Penalty: 12595.238281
Iteration 105Q: 22 clusters Score -2.530315e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 75993 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30987 members 
Mstep: Class 14 contains 266440 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10681 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303150.000000 Penalty: 12595.238281
Iteration 106Q: 22 clusters Score -2.530315e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76032 members 
Mstep: Class 10 contains 2480 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30959 members 
Mstep: Class 14 contains 266559 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303110.000000 Penalty: 12595.238281
Iteration 107Q: 22 clusters Score -2.530311e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5249 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76058 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30927 members 
Mstep: Class 14 contains 266700 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10738 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 118005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303036.000000 Penalty: 12595.238281
Iteration 108Q: 22 clusters Score -2.530304e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76090 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30899 members 
Mstep: Class 14 contains 266805 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10760 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303052.000000 Penalty: 12595.238281
Iteration 109Q: 22 clusters Score -2.530305e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5255 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76111 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30869 members 
Mstep: Class 14 contains 266929 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10792 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303016.000000 Penalty: 12595.238281
Iteration 110Q: 22 clusters Score -2.530302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76124 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30845 members 
Mstep: Class 14 contains 267070 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10816 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302998.000000 Penalty: 12595.238281
Iteration 111Q: 22 clusters Score -2.5303e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 2442 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30815 members 
Mstep: Class 14 contains 267201 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 10844 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302988.000000 Penalty: 12595.238281
Iteration 112Q: 22 clusters Score -2.530299e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 7601 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76141 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30777 members 
Mstep: Class 14 contains 267316 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302942.000000 Penalty: 12595.238281
Iteration 113Q: 22 clusters Score -2.530294e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5257 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76153 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30735 members 
Mstep: Class 14 contains 267415 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 10925 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302908.000000 Penalty: 12595.238281
Iteration 114Q: 22 clusters Score -2.530291e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 7613 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76167 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30692 members 
Mstep: Class 14 contains 267521 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 10971 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302930.000000 Penalty: 12595.238281
Iteration 115Q: 22 clusters Score -2.530293e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 7619 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76181 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30643 members 
Mstep: Class 14 contains 267628 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 117098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302896.000000 Penalty: 12595.238281
Iteration 116Q: 22 clusters Score -2.53029e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30601 members 
Mstep: Class 14 contains 267749 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11063 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302910.000000 Penalty: 12595.238281
Iteration 117Q: 22 clusters Score -2.530291e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 7627 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30575 members 
Mstep: Class 14 contains 267856 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302864.000000 Penalty: 12595.238281
Iteration 118Q: 22 clusters Score -2.530286e+07 nChanged 218
Entering ConstructFrom: 
Score: -25302864.000000 Penalty: 12595.238281
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9236.977539 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9236.978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9301.169922 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9301.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9324.155273 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9324.155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9344.722656 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -9344.723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9369.912109 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -9369.912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9386.516602 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9386.517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9404.745117 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9404.745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9418.726562 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9418.727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9428.623047 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9428.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9430.337891 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9430.338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9430.337891 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -9430.338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -105871.476562 Penalty: 349.447998
	Iteration 0F: 2 clusters Score -105871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104338.218750 Penalty: 698.895996
	Iteration 0F: 3 clusters Score -104338.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -104978.914062 Penalty: 698.895996
	Iteration 1F: 3 clusters Score -104978.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -105064.421875 Penalty: 698.895996
	Iteration 2F: 3 clusters Score -105064.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -105128.796875 Penalty: 698.895996
	Iteration 3F: 3 clusters Score -105128.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -105174.093750 Penalty: 698.895996
	Iteration 4Q: 3 clusters Score -105174.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -105216.101562 Penalty: 698.895996
	Iteration 5Q: 3 clusters Score -105216.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -105265.031250 Penalty: 698.895996
	Iteration 6Q: 3 clusters Score -105265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -105315.421875 Penalty: 698.895996
	Iteration 7Q: 3 clusters Score -105315.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -105359.757812 Penalty: 698.895996
	Iteration 8Q: 3 clusters Score -105359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -105399.523438 Penalty: 698.895996
	Iteration 9Q: 3 clusters Score -105399.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -105435.429688 Penalty: 698.895996
	Iteration 10Q: 3 clusters Score -105435.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -105476.804688 Penalty: 698.895996
	Iteration 11Q: 3 clusters Score -105476.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -105509.851562 Penalty: 698.895996
	Iteration 12Q: 3 clusters Score -105509.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -105538.609375 Penalty: 698.895996
	Iteration 13Q: 3 clusters Score -105538.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -105556.554688 Penalty: 698.895996
	Iteration 14Q: 3 clusters Score -105556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -105573.250000 Penalty: 698.895996
	Iteration 15Q: 3 clusters Score -105573.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -105591.117188 Penalty: 698.895996
	Iteration 16Q: 3 clusters Score -105591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -105605.523438 Penalty: 698.895996
	Iteration 17Q: 3 clusters Score -105605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -105617.531250 Penalty: 698.895996
	Iteration 18Q: 3 clusters Score -105617.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -105624.976562 Penalty: 698.895996
	Iteration 19Q: 3 clusters Score -105625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -105633.187500 Penalty: 698.895996
	Iteration 20F: 3 clusters Score -105633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -105650.195312 Penalty: 698.895996
	Iteration 21Q: 3 clusters Score -105650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -105657.304688 Penalty: 698.895996
	Iteration 22Q: 3 clusters Score -105657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -105660.289062 Penalty: 698.895996
	Iteration 23Q: 3 clusters Score -105660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -105661.984375 Penalty: 698.895996
	Iteration 24Q: 3 clusters Score -105662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -105664.585938 Penalty: 698.895996
	Iteration 25Q: 3 clusters Score -105664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -105666.789062 Penalty: 698.895996
	Iteration 26Q: 3 clusters Score -105666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -105668.117188 Penalty: 698.895996
	Iteration 27Q: 3 clusters Score -105668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -105668.632812 Penalty: 698.895996
	Iteration 28Q: 3 clusters Score -105668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -105669.179688 Penalty: 698.895996
	Iteration 29Q: 3 clusters Score -105669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -105669.718750 Penalty: 698.895996
	Iteration 30Q: 3 clusters Score -105669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -105670.609375 Penalty: 698.895996
	Iteration 31Q: 3 clusters Score -105670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -105675.632812 Penalty: 698.895996
	Iteration 32Q: 3 clusters Score -105675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -105678.906250 Penalty: 698.895996
	Iteration 33Q: 3 clusters Score -105678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -105679.945312 Penalty: 698.895996
	Iteration 34Q: 3 clusters Score -105679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -105681.000000 Penalty: 698.895996
	Iteration 35Q: 3 clusters Score -105681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -105681.000000 Penalty: 698.895996
	Iteration 36F: 3 clusters Score -105681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -201189.203125 Penalty: 375.415100
	Iteration 0F: 2 clusters Score -201189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -198602.937500 Penalty: 750.830200
	Iteration 0F: 3 clusters Score -198602.9 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -199527.296875 Penalty: 750.830200
	Iteration 1F: 3 clusters Score -199527.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -199616.265625 Penalty: 750.830200
	Iteration 2F: 3 clusters Score -199616.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -199684.500000 Penalty: 750.830200
	Iteration 3Q: 3 clusters Score -199684.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -199743.062500 Penalty: 750.830200
	Iteration 4Q: 3 clusters Score -199743.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -199795.218750 Penalty: 750.830200
	Iteration 5Q: 3 clusters Score -199795.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -199839.281250 Penalty: 750.830200
	Iteration 6Q: 3 clusters Score -199839.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -199879.781250 Penalty: 750.830200
	Iteration 7Q: 3 clusters Score -199879.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -199926.578125 Penalty: 750.830200
	Iteration 8Q: 3 clusters Score -199926.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199999.890625 Penalty: 750.830200
	Iteration 9Q: 3 clusters Score -199999.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -200116.640625 Penalty: 750.830200
	Iteration 10Q: 3 clusters Score -200116.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -200254.125000 Penalty: 750.830200
	Iteration 11Q: 3 clusters Score -200254.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -200363.656250 Penalty: 750.830200
	Iteration 12Q: 3 clusters Score -200363.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -200433.656250 Penalty: 750.830200
	Iteration 13Q: 3 clusters Score -200433.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -200491.406250 Penalty: 750.830200
	Iteration 14Q: 3 clusters Score -200491.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -200526.453125 Penalty: 750.830200
	Iteration 15Q: 3 clusters Score -200526.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200535.703125 Penalty: 750.830200
	Iteration 16Q: 3 clusters Score -200535.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -200541.484375 Penalty: 750.830200
	Iteration 17Q: 3 clusters Score -200541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -200543.921875 Penalty: 750.830200
	Iteration 18Q: 3 clusters Score -200543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -200547.125000 Penalty: 750.830200
	Iteration 19Q: 3 clusters Score -200547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -200550.062500 Penalty: 750.830200
	Iteration 20F: 3 clusters Score -200550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -200550.890625 Penalty: 750.830200
	Iteration 21Q: 3 clusters Score -200550.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -200554.125000 Penalty: 750.830200
	Iteration 22Q: 3 clusters Score -200554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -200556.953125 Penalty: 750.830200
	Iteration 23Q: 3 clusters Score -200557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -200562.156250 Penalty: 750.830200
	Iteration 24Q: 3 clusters Score -200562.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -200567.109375 Penalty: 750.830200
	Iteration 25Q: 3 clusters Score -200567.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -200571.187500 Penalty: 750.830200
	Iteration 26Q: 3 clusters Score -200571.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -200574.703125 Penalty: 750.830200
	Iteration 27Q: 3 clusters Score -200574.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200578.046875 Penalty: 750.830200
	Iteration 28Q: 3 clusters Score -200578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200582.375000 Penalty: 750.830200
	Iteration 29Q: 3 clusters Score -200582.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -200586.765625 Penalty: 750.830200
	Iteration 30Q: 3 clusters Score -200586.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -200589.796875 Penalty: 750.830200
	Iteration 31Q: 3 clusters Score -200589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -200594.343750 Penalty: 750.830200
	Iteration 32Q: 3 clusters Score -200594.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -200599.171875 Penalty: 750.830200
	Iteration 33Q: 3 clusters Score -200599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200601.781250 Penalty: 750.830200
	Iteration 34Q: 3 clusters Score -200601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -200605.062500 Penalty: 750.830200
	Iteration 35Q: 3 clusters Score -200605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200607.671875 Penalty: 750.830200
	Iteration 36Q: 3 clusters Score -200607.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -200610.421875 Penalty: 750.830200
	Iteration 37Q: 3 clusters Score -200610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -200610.875000 Penalty: 750.830200
	Iteration 38Q: 3 clusters Score -200610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200611.750000 Penalty: 750.830200
	Iteration 39Q: 3 clusters Score -200611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -200611.625000 Penalty: 750.830200
	Iteration 40F: 3 clusters Score -200611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -200611.984375 Penalty: 750.830200
	Iteration 41Q: 3 clusters Score -200612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -200612.234375 Penalty: 750.830200
	Iteration 42Q: 3 clusters Score -200612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -200612.796875 Penalty: 750.830200
	Iteration 43Q: 3 clusters Score -200612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200614.656250 Penalty: 750.830200
	Iteration 44Q: 3 clusters Score -200614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -200617.343750 Penalty: 750.830200
	Iteration 45Q: 3 clusters Score -200617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -200623.734375 Penalty: 750.830200
	Iteration 46Q: 3 clusters Score -200623.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200627.921875 Penalty: 750.830200
	Iteration 47Q: 3 clusters Score -200627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -200630.796875 Penalty: 750.830200
	Iteration 48Q: 3 clusters Score -200630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200634.140625 Penalty: 750.830200
	Iteration 49Q: 3 clusters Score -200634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -200636.468750 Penalty: 750.830200
	Iteration 50Q: 3 clusters Score -200636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -200637.546875 Penalty: 750.830200
	Iteration 51Q: 3 clusters Score -200637.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -200638.750000 Penalty: 750.830200
	Iteration 52Q: 3 clusters Score -200638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -200640.890625 Penalty: 750.830200
	Iteration 53Q: 3 clusters Score -200640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200642.187500 Penalty: 750.830200
	Iteration 54Q: 3 clusters Score -200642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -200644.203125 Penalty: 750.830200
	Iteration 55Q: 3 clusters Score -200644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -200645.546875 Penalty: 750.830200
	Iteration 56Q: 3 clusters Score -200645.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200646.781250 Penalty: 750.830200
	Iteration 57Q: 3 clusters Score -200646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200648.015625 Penalty: 750.830200
	Iteration 58Q: 3 clusters Score -200648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -200649.718750 Penalty: 750.830200
	Iteration 59Q: 3 clusters Score -200649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -200650.687500 Penalty: 750.830200
	Iteration 60F: 3 clusters Score -200650.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -200651.859375 Penalty: 750.830200
	Iteration 61Q: 3 clusters Score -200651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200653.359375 Penalty: 750.830200
	Iteration 62Q: 3 clusters Score -200653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -200655.359375 Penalty: 750.830200
	Iteration 63Q: 3 clusters Score -200655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -200660.640625 Penalty: 750.830200
	Iteration 64Q: 3 clusters Score -200660.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -200664.562500 Penalty: 750.830200
	Iteration 65Q: 3 clusters Score -200664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -200666.171875 Penalty: 750.830200
	Iteration 66Q: 3 clusters Score -200666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -200666.062500 Penalty: 750.830200
	Iteration 67Q: 3 clusters Score -200666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -200666.312500 Penalty: 750.830200
	Iteration 68Q: 3 clusters Score -200666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -200667.140625 Penalty: 750.830200
	Iteration 69Q: 3 clusters Score -200667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -200668.156250 Penalty: 750.830200
	Iteration 70Q: 3 clusters Score -200668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -200668.500000 Penalty: 750.830200
	Iteration 71Q: 3 clusters Score -200668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -200669.296875 Penalty: 750.830200
	Iteration 72Q: 3 clusters Score -200669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -200671.781250 Penalty: 750.830200
	Iteration 73Q: 3 clusters Score -200671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -200672.093750 Penalty: 750.830200
	Iteration 74Q: 3 clusters Score -200672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -200674.234375 Penalty: 750.830200
	Iteration 75Q: 3 clusters Score -200674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -200676.109375 Penalty: 750.830200
	Iteration 76Q: 3 clusters Score -200676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -200677.703125 Penalty: 750.830200
	Iteration 77Q: 3 clusters Score -200677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -200678.515625 Penalty: 750.830200
	Iteration 78Q: 3 clusters Score -200678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -200679.296875 Penalty: 750.830200
	Iteration 79Q: 3 clusters Score -200679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -200679.640625 Penalty: 750.830200
	Iteration 80F: 3 clusters Score -200679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -200680.640625 Penalty: 750.830200
	Iteration 81Q: 3 clusters Score -200680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -200680.640625 Penalty: 750.830200
	Iteration 82Q: 3 clusters Score -200680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -200684.359375 Penalty: 750.830200
	Iteration 83Q: 3 clusters Score -200684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -200687.265625 Penalty: 750.830200
	Iteration 84Q: 3 clusters Score -200687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -200688.625000 Penalty: 750.830200
	Iteration 85Q: 3 clusters Score -200688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -200689.500000 Penalty: 750.830200
	Iteration 86Q: 3 clusters Score -200689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200689.968750 Penalty: 750.830200
	Iteration 87Q: 3 clusters Score -200690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -200691.062500 Penalty: 750.830200
	Iteration 88Q: 3 clusters Score -200691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -200693.656250 Penalty: 750.830200
	Iteration 89Q: 3 clusters Score -200693.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -200697.140625 Penalty: 750.830200
	Iteration 90Q: 3 clusters Score -200697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -200702.687500 Penalty: 750.830200
	Iteration 91Q: 3 clusters Score -200702.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -200709.187500 Penalty: 750.830200
	Iteration 92Q: 3 clusters Score -200709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -200721.750000 Penalty: 750.830200
	Iteration 93Q: 3 clusters Score -200721.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -200728.937500 Penalty: 750.830200
	Iteration 94Q: 3 clusters Score -200728.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -200739.734375 Penalty: 750.830200
	Iteration 95Q: 3 clusters Score -200739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -200747.109375 Penalty: 750.830200
	Iteration 96Q: 3 clusters Score -200747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -200751.453125 Penalty: 750.830200
	Iteration 97Q: 3 clusters Score -200751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -200754.656250 Penalty: 750.830200
	Iteration 98Q: 3 clusters Score -200754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -200757.625000 Penalty: 750.830200
	Iteration 99Q: 3 clusters Score -200757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -200761.781250 Penalty: 750.830200
	Iteration 100F: 3 clusters Score -200761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -200767.421875 Penalty: 750.830200
	Iteration 101Q: 3 clusters Score -200767.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -200773.046875 Penalty: 750.830200
	Iteration 102Q: 3 clusters Score -200773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -200780.671875 Penalty: 750.830200
	Iteration 103Q: 3 clusters Score -200780.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -200788.062500 Penalty: 750.830200
	Iteration 104Q: 3 clusters Score -200788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -200794.515625 Penalty: 750.830200
	Iteration 105Q: 3 clusters Score -200794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -200800.843750 Penalty: 750.830200
	Iteration 106Q: 3 clusters Score -200800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -200808.125000 Penalty: 750.830200
	Iteration 107Q: 3 clusters Score -200808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -200813.093750 Penalty: 750.830200
	Iteration 108Q: 3 clusters Score -200813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -200816.015625 Penalty: 750.830200
	Iteration 109Q: 3 clusters Score -200816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -200820.515625 Penalty: 750.830200
	Iteration 110Q: 3 clusters Score -200820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -200826.359375 Penalty: 750.830200
	Iteration 111Q: 3 clusters Score -200826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -200833.203125 Penalty: 750.830200
	Iteration 112Q: 3 clusters Score -200833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -200837.562500 Penalty: 750.830200
	Iteration 113Q: 3 clusters Score -200837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -200840.796875 Penalty: 750.830200
	Iteration 114Q: 3 clusters Score -200840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -200843.578125 Penalty: 750.830200
	Iteration 115Q: 3 clusters Score -200843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -200844.953125 Penalty: 750.830200
	Iteration 116Q: 3 clusters Score -200845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -200851.125000 Penalty: 750.830200
	Iteration 117Q: 3 clusters Score -200851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -200852.578125 Penalty: 750.830200
	Iteration 118Q: 3 clusters Score -200852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -200853.859375 Penalty: 750.830200
	Iteration 119Q: 3 clusters Score -200853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -200854.812500 Penalty: 750.830200
	Iteration 120F: 3 clusters Score -200854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -200855.968750 Penalty: 750.830200
	Iteration 121Q: 3 clusters Score -200856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -200858.671875 Penalty: 750.830200
	Iteration 122Q: 3 clusters Score -200858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -200860.015625 Penalty: 750.830200
	Iteration 123Q: 3 clusters Score -200860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -200861.171875 Penalty: 750.830200
	Iteration 124Q: 3 clusters Score -200861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -200862.109375 Penalty: 750.830200
	Iteration 125Q: 3 clusters Score -200862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -200862.703125 Penalty: 750.830200
	Iteration 126Q: 3 clusters Score -200862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -200864.515625 Penalty: 750.830200
	Iteration 127Q: 3 clusters Score -200864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -200865.796875 Penalty: 750.830200
	Iteration 128Q: 3 clusters Score -200865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -200868.109375 Penalty: 750.830200
	Iteration 129Q: 3 clusters Score -200868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -200868.968750 Penalty: 750.830200
	Iteration 130Q: 3 clusters Score -200869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -200870.093750 Penalty: 750.830200
	Iteration 131Q: 3 clusters Score -200870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -200870.625000 Penalty: 750.830200
	Iteration 132Q: 3 clusters Score -200870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -200871.015625 Penalty: 750.830200
	Iteration 133Q: 3 clusters Score -200871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -200872.812500 Penalty: 750.830200
	Iteration 134Q: 3 clusters Score -200872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -200874.593750 Penalty: 750.830200
	Iteration 135Q: 3 clusters Score -200874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -200874.593750 Penalty: 750.830200
	Iteration 136F: 3 clusters Score -200874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -106450.242188 Penalty: 355.186157
	Iteration 0F: 2 clusters Score -106450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -104731.687500 Penalty: 710.372314
	Iteration 0F: 3 clusters Score -104731.7 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -105304.273438 Penalty: 710.372314
	Iteration 1F: 3 clusters Score -105304.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -105427.070312 Penalty: 710.372314
	Iteration 2F: 3 clusters Score -105427.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -105516.093750 Penalty: 710.372314
	Iteration 3F: 3 clusters Score -105516.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -105601.625000 Penalty: 710.372314
	Iteration 4F: 3 clusters Score -105601.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -105662.195312 Penalty: 710.372314
	Iteration 5Q: 3 clusters Score -105662.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -105709.343750 Penalty: 710.372314
	Iteration 6Q: 3 clusters Score -105709.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -105766.617188 Penalty: 710.372314
	Iteration 7Q: 3 clusters Score -105766.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -105820.937500 Penalty: 710.372314
	Iteration 8Q: 3 clusters Score -105820.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -105889.382812 Penalty: 710.372314
	Iteration 9Q: 3 clusters Score -105889.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -105928.914062 Penalty: 710.372314
	Iteration 10Q: 3 clusters Score -105928.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -105961.695312 Penalty: 710.372314
	Iteration 11Q: 3 clusters Score -105961.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -105988.312500 Penalty: 710.372314
	Iteration 12Q: 3 clusters Score -105988.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -106012.710938 Penalty: 710.372314
	Iteration 13Q: 3 clusters Score -106012.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106034.085938 Penalty: 710.372314
	Iteration 14Q: 3 clusters Score -106034.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -106055.000000 Penalty: 710.372314
	Iteration 15Q: 3 clusters Score -106055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -106079.539062 Penalty: 710.372314
	Iteration 16Q: 3 clusters Score -106079.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -106131.031250 Penalty: 710.372314
	Iteration 17Q: 3 clusters Score -106131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -106224.750000 Penalty: 710.372314
	Iteration 18Q: 3 clusters Score -106224.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -106314.421875 Penalty: 710.372314
	Iteration 19Q: 3 clusters Score -106314.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -106378.210938 Penalty: 710.372314
	Iteration 20F: 3 clusters Score -106378.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -106417.000000 Penalty: 710.372314
	Iteration 21Q: 3 clusters Score -106417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -106428.429688 Penalty: 710.372314
	Iteration 22Q: 3 clusters Score -106428.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -106432.265625 Penalty: 710.372314
	Iteration 23Q: 3 clusters Score -106432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -106433.460938 Penalty: 710.372314
	Iteration 24Q: 3 clusters Score -106433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -106433.601562 Penalty: 710.372314
	Iteration 25Q: 3 clusters Score -106433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -106433.601562 Penalty: 710.372314
	Iteration 26F: 3 clusters Score -106433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39684.378906 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39684.38 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39908.941406 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39908.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -39963.421875 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39963.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40001.742188 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -40001.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40055.234375 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -40055.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40160.546875 Penalty: 615.828247
	Iteration 5F: 3 clusters Score -40160.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40241.582031 Penalty: 615.828247
	Iteration 6F: 3 clusters Score -40241.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40288.164062 Penalty: 615.828247
	Iteration 7F: 3 clusters Score -40288.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40325.957031 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40325.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40352.472656 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40352.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40364.960938 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40364.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40373.234375 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40373.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40376.085938 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40376.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40376.511719 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40376.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40376.511719 Penalty: 615.828247
	Iteration 14F: 3 clusters Score -40376.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -243344.312500 Penalty: 389.873413
	Iteration 0F: 2 clusters Score -243344.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -239791.218750 Penalty: 779.746826
	Iteration 0F: 3 clusters Score -239791.2 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -241035.765625 Penalty: 779.746826
	Iteration 1F: 3 clusters Score -241035.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -241152.828125 Penalty: 779.746826
	Iteration 2F: 3 clusters Score -241152.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -241288.468750 Penalty: 779.746826
	Iteration 3F: 3 clusters Score -241288.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -241475.656250 Penalty: 779.746826
	Iteration 4F: 3 clusters Score -241475.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -241727.921875 Penalty: 779.746826
	Iteration 5F: 3 clusters Score -241727.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -242008.421875 Penalty: 779.746826
	Iteration 6F: 3 clusters Score -242008.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -242275.046875 Penalty: 779.746826
	Iteration 7F: 3 clusters Score -242275 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -242437.968750 Penalty: 779.746826
	Iteration 8Q: 3 clusters Score -242438 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -242527.156250 Penalty: 779.746826
	Iteration 9Q: 3 clusters Score -242527.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -242607.343750 Penalty: 779.746826
	Iteration 10Q: 3 clusters Score -242607.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -242687.687500 Penalty: 779.746826
	Iteration 11Q: 3 clusters Score -242687.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -242768.671875 Penalty: 779.746826
	Iteration 12Q: 3 clusters Score -242768.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242845.109375 Penalty: 779.746826
	Iteration 13Q: 3 clusters Score -242845.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242916.750000 Penalty: 779.746826
	Iteration 14Q: 3 clusters Score -242916.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242989.515625 Penalty: 779.746826
	Iteration 15Q: 3 clusters Score -242989.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -243056.890625 Penalty: 779.746826
	Iteration 16Q: 3 clusters Score -243056.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -243096.781250 Penalty: 779.746826
	Iteration 17Q: 3 clusters Score -243096.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -243114.218750 Penalty: 779.746826
	Iteration 18Q: 3 clusters Score -243114.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -243129.421875 Penalty: 779.746826
	Iteration 19Q: 3 clusters Score -243129.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -243141.296875 Penalty: 779.746826
	Iteration 20F: 3 clusters Score -243141.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -243147.406250 Penalty: 779.746826
	Iteration 21Q: 3 clusters Score -243147.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -243152.625000 Penalty: 779.746826
	Iteration 22Q: 3 clusters Score -243152.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -243157.750000 Penalty: 779.746826
	Iteration 23Q: 3 clusters Score -243157.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -243163.078125 Penalty: 779.746826
	Iteration 24Q: 3 clusters Score -243163.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -243170.531250 Penalty: 779.746826
	Iteration 25Q: 3 clusters Score -243170.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -243175.062500 Penalty: 779.746826
	Iteration 26Q: 3 clusters Score -243175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243176.359375 Penalty: 779.746826
	Iteration 27Q: 3 clusters Score -243176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243177.156250 Penalty: 779.746826
	Iteration 28Q: 3 clusters Score -243177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -243178.796875 Penalty: 779.746826
	Iteration 29Q: 3 clusters Score -243178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243179.312500 Penalty: 779.746826
	Iteration 30Q: 3 clusters Score -243179.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243179.921875 Penalty: 779.746826
	Iteration 31Q: 3 clusters Score -243179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -243179.984375 Penalty: 779.746826
	Iteration 32Q: 3 clusters Score -243180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243180.531250 Penalty: 779.746826
	Iteration 33Q: 3 clusters Score -243180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -243180.609375 Penalty: 779.746826
	Iteration 34Q: 3 clusters Score -243180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243180.906250 Penalty: 779.746826
	Iteration 35Q: 3 clusters Score -243180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -243180.937500 Penalty: 779.746826
	Iteration 36Q: 3 clusters Score -243180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -243180.937500 Penalty: 779.746826
	Iteration 37F: 3 clusters Score -243180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Entering Unmasked Estep 
Score: -363157.031250 Penalty: 406.786743
	Iteration 0F: 2 clusters Score -363157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -358095.250000 Penalty: 813.573486
	Iteration 0F: 3 clusters Score -358095.2 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -360201.437500 Penalty: 813.573486
	Iteration 1F: 3 clusters Score -360201.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -360670.937500 Penalty: 813.573486
	Iteration 2F: 3 clusters Score -360670.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -361264.593750 Penalty: 813.573486
	Iteration 3F: 3 clusters Score -361264.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -361832.812500 Penalty: 813.573486
	Iteration 4F: 3 clusters Score -361832.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -362217.968750 Penalty: 813.573486
	Iteration 5F: 3 clusters Score -362218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -362410.968750 Penalty: 813.573486
	Iteration 6Q: 3 clusters Score -362411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -362523.906250 Penalty: 813.573486
	Iteration 7Q: 3 clusters Score -362523.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -362598.250000 Penalty: 813.573486
	Iteration 8Q: 3 clusters Score -362598.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -362659.875000 Penalty: 813.573486
	Iteration 9Q: 3 clusters Score -362659.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -362763.937500 Penalty: 813.573486
	Iteration 10Q: 3 clusters Score -362763.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -362883.562500 Penalty: 813.573486
	Iteration 11Q: 3 clusters Score -362883.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -362972.843750 Penalty: 813.573486
	Iteration 12Q: 3 clusters Score -362972.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -363002.687500 Penalty: 813.573486
	Iteration 13Q: 3 clusters Score -363002.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -363016.156250 Penalty: 813.573486
	Iteration 14Q: 3 clusters Score -363016.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -363018.531250 Penalty: 813.573486
	Iteration 15Q: 3 clusters Score -363018.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -363022.000000 Penalty: 813.573486
	Iteration 16Q: 3 clusters Score -363022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -363023.750000 Penalty: 813.573486
	Iteration 17Q: 3 clusters Score -363023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -363024.781250 Penalty: 813.573486
	Iteration 18Q: 3 clusters Score -363024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -363025.750000 Penalty: 813.573486
	Iteration 19Q: 3 clusters Score -363025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -363027.875000 Penalty: 813.573486
	Iteration 20F: 3 clusters Score -363027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -363028.125000 Penalty: 813.573486
	Iteration 21Q: 3 clusters Score -363028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -363029.281250 Penalty: 813.573486
	Iteration 22Q: 3 clusters Score -363029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -363030.062500 Penalty: 813.573486
	Iteration 23Q: 3 clusters Score -363030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -363030.000000 Penalty: 813.573486
	Iteration 24Q: 3 clusters Score -363030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -363030.250000 Penalty: 813.573486
	Iteration 25Q: 3 clusters Score -363030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -363030.000000 Penalty: 813.573486
	Iteration 26Q: 3 clusters Score -363030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -363029.968750 Penalty: 813.573486
	Iteration 27Q: 3 clusters Score -363030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -363030.375000 Penalty: 813.573486
	Iteration 28Q: 3 clusters Score -363030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -363030.937500 Penalty: 813.573486
	Iteration 29Q: 3 clusters Score -363030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -363031.593750 Penalty: 813.573486
	Iteration 30Q: 3 clusters Score -363031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -363032.531250 Penalty: 813.573486
	Iteration 31Q: 3 clusters Score -363032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -363032.531250 Penalty: 813.573486
	Iteration 32F: 3 clusters Score -363032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17690.130859 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17690.13 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 177 members 
Entering Unmasked Estep 
Score: -17272.255859 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17272.26 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17364.406250 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17364.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17399.384766 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17399.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17431.572266 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -17431.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17446.300781 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17446.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17456.677734 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17456.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17463.292969 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17463.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17471.068359 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17471.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17477.720703 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17477.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17482.509766 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17482.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17490.984375 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17490.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17492.822266 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17492.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17495.574219 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17495.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17499.755859 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -17499.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17501.095703 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -17501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17501.490234 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -17501.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17502.417969 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -17502.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17503.152344 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -17503.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17504.105469 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -17504.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17504.105469 Penalty: 540.555603
	Iteration 19F: 3 clusters Score -17504.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Entering Unmasked Estep 
Score: -3873977.500000 Penalty: 511.495270
	Iteration 0F: 2 clusters Score -3873978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -3822404.750000 Penalty: 1022.990540
	Iteration 0F: 3 clusters Score -3822405 nChanged 37321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3845005.000000 Penalty: 1022.990540
	Iteration 1F: 3 clusters Score -3845005 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3846670.250000 Penalty: 1022.990540
	Iteration 2Q: 3 clusters Score -3846670 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3849928.000000 Penalty: 1022.990540
	Iteration 3F: 3 clusters Score -3849928 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3855295.500000 Penalty: 1022.990540
	Iteration 4F: 3 clusters Score -3855296 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3861133.750000 Penalty: 1022.990540
	Iteration 5F: 3 clusters Score -3861134 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3865617.250000 Penalty: 1022.990540
	Iteration 6F: 3 clusters Score -3865617 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3868207.500000 Penalty: 1022.990540
	Iteration 7Q: 3 clusters Score -3868208 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3869552.000000 Penalty: 1022.990540
	Iteration 8Q: 3 clusters Score -3869552 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3870348.750000 Penalty: 1022.990540
	Iteration 9Q: 3 clusters Score -3870349 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3870964.750000 Penalty: 1022.990540
	Iteration 10Q: 3 clusters Score -3870965 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3871503.500000 Penalty: 1022.990540
	Iteration 11Q: 3 clusters Score -3871504 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3871996.500000 Penalty: 1022.990540
	Iteration 12Q: 3 clusters Score -3871996 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3872403.000000 Penalty: 1022.990540
	Iteration 13Q: 3 clusters Score -3872403 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3872734.250000 Penalty: 1022.990540
	Iteration 14Q: 3 clusters Score -3872734 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3872935.250000 Penalty: 1022.990540
	Iteration 15Q: 3 clusters Score -3872935 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3873116.500000 Penalty: 1022.990540
	Iteration 16Q: 3 clusters Score -3873116 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3873243.250000 Penalty: 1022.990540
	Iteration 17Q: 3 clusters Score -3873243 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3873307.000000 Penalty: 1022.990540
	Iteration 18Q: 3 clusters Score -3873307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3873371.250000 Penalty: 1022.990540
	Iteration 19Q: 3 clusters Score -3873371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3873407.500000 Penalty: 1022.990540
	Iteration 20F: 3 clusters Score -3873408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3873440.750000 Penalty: 1022.990540
	Iteration 21Q: 3 clusters Score -3873441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3873479.000000 Penalty: 1022.990540
	Iteration 22Q: 3 clusters Score -3873479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3873494.000000 Penalty: 1022.990540
	Iteration 23Q: 3 clusters Score -3873494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3873507.500000 Penalty: 1022.990540
	Iteration 24Q: 3 clusters Score -3873508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3873529.000000 Penalty: 1022.990540
	Iteration 25Q: 3 clusters Score -3873529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3873542.000000 Penalty: 1022.990540
	Iteration 26Q: 3 clusters Score -3873542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3873548.000000 Penalty: 1022.990540
	Iteration 27Q: 3 clusters Score -3873548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3873554.000000 Penalty: 1022.990540
	Iteration 28Q: 3 clusters Score -3873554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3873556.500000 Penalty: 1022.990540
	Iteration 29Q: 3 clusters Score -3873556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3873559.750000 Penalty: 1022.990540
	Iteration 30Q: 3 clusters Score -3873560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3873557.750000 Penalty: 1022.990540
	Iteration 31Q: 3 clusters Score -3873558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3873558.500000 Penalty: 1022.990540
	Iteration 32Q: 3 clusters Score -3873558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3873565.000000 Penalty: 1022.990540
	Iteration 33Q: 3 clusters Score -3873565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3873564.750000 Penalty: 1022.990540
	Iteration 34Q: 3 clusters Score -3873565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3873562.000000 Penalty: 1022.990540
	Iteration 35Q: 3 clusters Score -3873562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3873566.250000 Penalty: 1022.990540
	Iteration 36Q: 3 clusters Score -3873566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3873578.250000 Penalty: 1022.990540
	Iteration 37Q: 3 clusters Score -3873578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3873583.250000 Penalty: 1022.990540
	Iteration 38Q: 3 clusters Score -3873583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3873582.750000 Penalty: 1022.990540
	Iteration 39Q: 3 clusters Score -3873583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3873583.500000 Penalty: 1022.990540
	Iteration 40F: 3 clusters Score -3873584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3873584.250000 Penalty: 1022.990540
	Iteration 41Q: 3 clusters Score -3873584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3873584.750000 Penalty: 1022.990540
	Iteration 42Q: 3 clusters Score -3873585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3873587.500000 Penalty: 1022.990540
	Iteration 43Q: 3 clusters Score -3873588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3873588.250000 Penalty: 1022.990540
	Iteration 44Q: 3 clusters Score -3873588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3873588.750000 Penalty: 1022.990540
	Iteration 45Q: 3 clusters Score -3873589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3873591.000000 Penalty: 1022.990540
	Iteration 46Q: 3 clusters Score -3873591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3873590.250000 Penalty: 1022.990540
	Iteration 47Q: 3 clusters Score -3873590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3873593.250000 Penalty: 1022.990540
	Iteration 48Q: 3 clusters Score -3873593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3873593.000000 Penalty: 1022.990540
	Iteration 49Q: 3 clusters Score -3873593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3873598.500000 Penalty: 1022.990540
	Iteration 50Q: 3 clusters Score -3873598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3873597.250000 Penalty: 1022.990540
	Iteration 51Q: 3 clusters Score -3873597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3873599.500000 Penalty: 1022.990540
	Iteration 52Q: 3 clusters Score -3873600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3873600.250000 Penalty: 1022.990540
	Iteration 53Q: 3 clusters Score -3873600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3873600.250000 Penalty: 1022.990540
	Iteration 54Q: 3 clusters Score -3873600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3873603.500000 Penalty: 1022.990540
	Iteration 55Q: 3 clusters Score -3873604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3873606.000000 Penalty: 1022.990540
	Iteration 56Q: 3 clusters Score -3873606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3873605.500000 Penalty: 1022.990540
	Iteration 57Q: 3 clusters Score -3873606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3873605.500000 Penalty: 1022.990540
	Iteration 58F: 3 clusters Score -3873606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -132731.125000 Penalty: 355.701965
	Iteration 0F: 2 clusters Score -132731.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -130961.968750 Penalty: 711.403931
	Iteration 0F: 3 clusters Score -130962 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -131541.718750 Penalty: 711.403931
	Iteration 1F: 3 clusters Score -131541.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -131627.750000 Penalty: 711.403931
	Iteration 2F: 3 clusters Score -131627.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -131704.765625 Penalty: 711.403931
	Iteration 3F: 3 clusters Score -131704.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -131786.937500 Penalty: 711.403931
	Iteration 4F: 3 clusters Score -131786.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -131877.140625 Penalty: 711.403931
	Iteration 5F: 3 clusters Score -131877.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -131967.234375 Penalty: 711.403931
	Iteration 6F: 3 clusters Score -131967.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -132051.437500 Penalty: 711.403931
	Iteration 7Q: 3 clusters Score -132051.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -132096.500000 Penalty: 711.403931
	Iteration 8Q: 3 clusters Score -132096.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -132134.437500 Penalty: 711.403931
	Iteration 9Q: 3 clusters Score -132134.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -132168.046875 Penalty: 711.403931
	Iteration 10Q: 3 clusters Score -132168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -132192.875000 Penalty: 711.403931
	Iteration 11Q: 3 clusters Score -132192.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -132209.515625 Penalty: 711.403931
	Iteration 12Q: 3 clusters Score -132209.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -132222.750000 Penalty: 711.403931
	Iteration 13Q: 3 clusters Score -132222.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -132240.234375 Penalty: 711.403931
	Iteration 14Q: 3 clusters Score -132240.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -132259.921875 Penalty: 711.403931
	Iteration 15Q: 3 clusters Score -132259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -132278.921875 Penalty: 711.403931
	Iteration 16Q: 3 clusters Score -132278.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -132300.703125 Penalty: 711.403931
	Iteration 17Q: 3 clusters Score -132300.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -132317.250000 Penalty: 711.403931
	Iteration 18Q: 3 clusters Score -132317.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -132331.859375 Penalty: 711.403931
	Iteration 19Q: 3 clusters Score -132331.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -132339.984375 Penalty: 711.403931
	Iteration 20F: 3 clusters Score -132340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -132348.562500 Penalty: 711.403931
	Iteration 21Q: 3 clusters Score -132348.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -132358.875000 Penalty: 711.403931
	Iteration 22Q: 3 clusters Score -132358.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -132372.640625 Penalty: 711.403931
	Iteration 23Q: 3 clusters Score -132372.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -132384.031250 Penalty: 711.403931
	Iteration 24Q: 3 clusters Score -132384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -132393.968750 Penalty: 711.403931
	Iteration 25Q: 3 clusters Score -132394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -132399.093750 Penalty: 711.403931
	Iteration 26Q: 3 clusters Score -132399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -132401.531250 Penalty: 711.403931
	Iteration 27Q: 3 clusters Score -132401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -132402.671875 Penalty: 711.403931
	Iteration 28Q: 3 clusters Score -132402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -132402.953125 Penalty: 711.403931
	Iteration 29Q: 3 clusters Score -132403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -132402.953125 Penalty: 711.403931
	Iteration 30F: 3 clusters Score -132403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -26898.712891 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -26898.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26368.326172 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -26368.33 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26513.046875 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -26513.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26538.193359 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -26538.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26557.179688 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -26557.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26583.394531 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -26583.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26598.501953 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -26598.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26613.873047 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -26613.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26622.398438 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -26622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26631.289062 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -26631.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26641.048828 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -26641.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26649.007812 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -26649.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26651.968750 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -26651.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26653.789062 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -26653.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26654.029297 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -26654.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26654.029297 Penalty: 578.247681
	Iteration 14F: 3 clusters Score -26654.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 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 110 members 
Entering Unmasked Estep 
Score: -10174.393555 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10174.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10247.244141 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10247.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10281.136719 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10281.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10300.530273 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -10300.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10315.489258 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10315.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10328.973633 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10328.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10332.036133 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10332.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10333.088867 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10333.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10333.088867 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -10333.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Entering Unmasked Estep 
Score: -1462379.750000 Penalty: 469.875000
	Iteration 0F: 2 clusters Score -1462380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1441979.750000 Penalty: 939.750000
	Iteration 0F: 3 clusters Score -1441980 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1450596.750000 Penalty: 939.750000
	Iteration 1F: 3 clusters Score -1450597 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1450885.875000 Penalty: 939.750000
	Iteration 2Q: 3 clusters Score -1450886 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1451230.500000 Penalty: 939.750000
	Iteration 3Q: 3 clusters Score -1451230 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1451676.250000 Penalty: 939.750000
	Iteration 4Q: 3 clusters Score -1451676 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1452221.625000 Penalty: 939.750000
	Iteration 5Q: 3 clusters Score -1452222 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1453013.625000 Penalty: 939.750000
	Iteration 6Q: 3 clusters Score -1453014 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1454226.375000 Penalty: 939.750000
	Iteration 7F: 3 clusters Score -1454226 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1455802.000000 Penalty: 939.750000
	Iteration 8F: 3 clusters Score -1455802 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1457367.750000 Penalty: 939.750000
	Iteration 9F: 3 clusters Score -1457368 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -1458493.500000 Penalty: 939.750000
	Iteration 10Q: 3 clusters Score -1458494 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -1459134.500000 Penalty: 939.750000
	Iteration 11Q: 3 clusters Score -1459134 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -1459591.625000 Penalty: 939.750000
	Iteration 12Q: 3 clusters Score -1459592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -1460023.000000 Penalty: 939.750000
	Iteration 13Q: 3 clusters Score -1460023 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -1460408.750000 Penalty: 939.750000
	Iteration 14Q: 3 clusters Score -1460409 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -1460803.750000 Penalty: 939.750000
	Iteration 15Q: 3 clusters Score -1460804 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -1461147.625000 Penalty: 939.750000
	Iteration 16Q: 3 clusters Score -1461148 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -1461425.625000 Penalty: 939.750000
	Iteration 17Q: 3 clusters Score -1461426 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -1461642.625000 Penalty: 939.750000
	Iteration 18Q: 3 clusters Score -1461643 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -1461785.875000 Penalty: 939.750000
	Iteration 19Q: 3 clusters Score -1461786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -1461866.500000 Penalty: 939.750000
	Iteration 20F: 3 clusters Score -1461866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -1461918.750000 Penalty: 939.750000
	Iteration 21Q: 3 clusters Score -1461919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -1461937.625000 Penalty: 939.750000
	Iteration 22Q: 3 clusters Score -1461938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -1461941.875000 Penalty: 939.750000
	Iteration 23Q: 3 clusters Score -1461942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -1461945.625000 Penalty: 939.750000
	Iteration 24Q: 3 clusters Score -1461946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -1461957.000000 Penalty: 939.750000
	Iteration 25Q: 3 clusters Score -1461957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -1461959.750000 Penalty: 939.750000
	Iteration 26Q: 3 clusters Score -1461960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -1461960.750000 Penalty: 939.750000
	Iteration 27Q: 3 clusters Score -1461961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -1461960.750000 Penalty: 939.750000
	Iteration 28F: 3 clusters Score -1461961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (267962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267962 members 
Entering Unmasked Estep 
Score: -13142195.000000 Penalty: 568.686279
	Iteration 0F: 2 clusters Score -1.31422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133959 members 
Mstep: Class 2 contains 134003 members 
Entering Unmasked Estep 
Score: -12967915.000000 Penalty: 1137.372559
	Iteration 0F: 3 clusters Score -1.296792e+07 nChanged 132604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -13057301.000000 Penalty: 1137.372559
	Iteration 1F: 3 clusters Score -1.30573e+07 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127068 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -13065769.000000 Penalty: 1137.372559
	Iteration 2F: 3 clusters Score -1.306577e+07 nChanged 17158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -13077619.000000 Penalty: 1137.372559
	Iteration 3F: 3 clusters Score -1.307762e+07 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -13093298.000000 Penalty: 1137.372559
	Iteration 4F: 3 clusters Score -1.30933e+07 nChanged 18205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 140345 members 
Entering Unmasked Estep 
Score: -13106827.000000 Penalty: 1137.372559
	Iteration 5F: 3 clusters Score -1.310683e+07 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129169 members 
Mstep: Class 2 contains 138793 members 
Entering Unmasked Estep 
Score: -13113523.000000 Penalty: 1137.372559
	Iteration 6F: 3 clusters Score -1.311352e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130149 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -13115894.000000 Penalty: 1137.372559
	Iteration 7Q: 3 clusters Score -1.311589e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130919 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -13116794.000000 Penalty: 1137.372559
	Iteration 8Q: 3 clusters Score -1.311679e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -13117225.000000 Penalty: 1137.372559
	Iteration 9Q: 3 clusters Score -1.311722e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Mstep: Class 2 contains 135605 members 
Entering Unmasked Estep 
Score: -13117625.000000 Penalty: 1137.372559
	Iteration 10Q: 3 clusters Score -1.311762e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -13117906.000000 Penalty: 1137.372559
	Iteration 11Q: 3 clusters Score -1.311791e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133893 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -13118212.000000 Penalty: 1137.372559
	Iteration 12Q: 3 clusters Score -1.311821e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -13118480.000000 Penalty: 1137.372559
	Iteration 13Q: 3 clusters Score -1.311848e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 132323 members 
Entering Unmasked Estep 
Score: -13118737.000000 Penalty: 1137.372559
	Iteration 14Q: 3 clusters Score -1.311874e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -13118939.000000 Penalty: 1137.372559
	Iteration 15Q: 3 clusters Score -1.311894e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137557 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -13119152.000000 Penalty: 1137.372559
	Iteration 16Q: 3 clusters Score -1.311915e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -13119361.000000 Penalty: 1137.372559
	Iteration 17Q: 3 clusters Score -1.311936e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -13119385.000000 Penalty: 1137.372559
	Iteration 18Q: 3 clusters Score -1.311938e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140761 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -13119532.000000 Penalty: 1137.372559
	Iteration 19Q: 3 clusters Score -1.311953e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141922 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -13119676.000000 Penalty: 1137.372559
	Iteration 20F: 3 clusters Score -1.311968e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -13119887.000000 Penalty: 1137.372559
	Iteration 21Q: 3 clusters Score -1.311989e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144495 members 
Mstep: Class 2 contains 123467 members 
Entering Unmasked Estep 
Score: -13120168.000000 Penalty: 1137.372559
	Iteration 22Q: 3 clusters Score -1.312017e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 122058 members 
Entering Unmasked Estep 
Score: -13120363.000000 Penalty: 1137.372559
	Iteration 23Q: 3 clusters Score -1.312036e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -13120624.000000 Penalty: 1137.372559
	Iteration 24Q: 3 clusters Score -1.312062e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -13120838.000000 Penalty: 1137.372559
	Iteration 25Q: 3 clusters Score -1.312084e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -13121081.000000 Penalty: 1137.372559
	Iteration 26Q: 3 clusters Score -1.312108e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -13121352.000000 Penalty: 1137.372559
	Iteration 27Q: 3 clusters Score -1.312135e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154429 members 
Mstep: Class 2 contains 113533 members 
Entering Unmasked Estep 
Score: -13121593.000000 Penalty: 1137.372559
	Iteration 28Q: 3 clusters Score -1.312159e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -13122014.000000 Penalty: 1137.372559
	Iteration 29Q: 3 clusters Score -1.312201e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 109534 members 
Entering Unmasked Estep 
Score: -13122400.000000 Penalty: 1137.372559
	Iteration 30Q: 3 clusters Score -1.31224e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -13122858.000000 Penalty: 1137.372559
	Iteration 31Q: 3 clusters Score -1.312286e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162616 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -13123278.000000 Penalty: 1137.372559
	Iteration 32Q: 3 clusters Score -1.312328e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -13123789.000000 Penalty: 1137.372559
	Iteration 33Q: 3 clusters Score -1.312379e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -13124213.000000 Penalty: 1137.372559
	Iteration 34Q: 3 clusters Score -1.312421e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168864 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -13124608.000000 Penalty: 1137.372559
	Iteration 35Q: 3 clusters Score -1.312461e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -13125113.000000 Penalty: 1137.372559
	Iteration 36Q: 3 clusters Score -1.312511e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -13125493.000000 Penalty: 1137.372559
	Iteration 37Q: 3 clusters Score -1.312549e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -13125952.000000 Penalty: 1137.372559
	Iteration 38Q: 3 clusters Score -1.312595e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -13126271.000000 Penalty: 1137.372559
	Iteration 39Q: 3 clusters Score -1.312627e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179689 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -13126736.000000 Penalty: 1137.372559
	Iteration 40F: 3 clusters Score -1.312674e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -13127112.000000 Penalty: 1137.372559
	Iteration 41Q: 3 clusters Score -1.312711e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -13127508.000000 Penalty: 1137.372559
	Iteration 42Q: 3 clusters Score -1.312751e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -13127816.000000 Penalty: 1137.372559
	Iteration 43Q: 3 clusters Score -1.312782e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188755 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -13128185.000000 Penalty: 1137.372559
	Iteration 44Q: 3 clusters Score -1.312818e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -13128577.000000 Penalty: 1137.372559
	Iteration 45Q: 3 clusters Score -1.312858e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -13128960.000000 Penalty: 1137.372559
	Iteration 46Q: 3 clusters Score -1.312896e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195784 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -13129305.000000 Penalty: 1137.372559
	Iteration 47Q: 3 clusters Score -1.31293e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198256 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -13129718.000000 Penalty: 1137.372559
	Iteration 48Q: 3 clusters Score -1.312972e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200668 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -13130051.000000 Penalty: 1137.372559
	Iteration 49Q: 3 clusters Score -1.313005e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203130 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -13130375.000000 Penalty: 1137.372559
	Iteration 50Q: 3 clusters Score -1.313038e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205765 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -13130680.000000 Penalty: 1137.372559
	Iteration 51Q: 3 clusters Score -1.313068e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208465 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -13131187.000000 Penalty: 1137.372559
	Iteration 52Q: 3 clusters Score -1.313119e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211196 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -13131597.000000 Penalty: 1137.372559
	Iteration 53Q: 3 clusters Score -1.31316e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214071 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -13132050.000000 Penalty: 1137.372559
	Iteration 54Q: 3 clusters Score -1.313205e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217074 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -13132719.000000 Penalty: 1137.372559
	Iteration 55Q: 3 clusters Score -1.313272e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -13133119.000000 Penalty: 1137.372559
	Iteration 56Q: 3 clusters Score -1.313312e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223350 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -13133800.000000 Penalty: 1137.372559
	Iteration 57Q: 3 clusters Score -1.31338e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226654 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -13134389.000000 Penalty: 1137.372559
	Iteration 58Q: 3 clusters Score -1.313439e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229824 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -13135083.000000 Penalty: 1137.372559
	Iteration 59Q: 3 clusters Score -1.313508e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233151 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -13135750.000000 Penalty: 1137.372559
	Iteration 60F: 3 clusters Score -1.313575e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236529 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -13136506.000000 Penalty: 1137.372559
	Iteration 61Q: 3 clusters Score -1.313651e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239849 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -13137022.000000 Penalty: 1137.372559
	Iteration 62Q: 3 clusters Score -1.313702e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243207 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -13137772.000000 Penalty: 1137.372559
	Iteration 63Q: 3 clusters Score -1.313777e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246384 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -13138614.000000 Penalty: 1137.372559
	Iteration 64Q: 3 clusters Score -1.313861e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249451 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -13139285.000000 Penalty: 1137.372559
	Iteration 65Q: 3 clusters Score -1.313928e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252325 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -13139980.000000 Penalty: 1137.372559
	Iteration 66Q: 3 clusters Score -1.313998e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254976 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -13140435.000000 Penalty: 1137.372559
	Iteration 67Q: 3 clusters Score -1.314044e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257366 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -13140957.000000 Penalty: 1137.372559
	Iteration 68Q: 3 clusters Score -1.314096e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259528 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -13141254.000000 Penalty: 1137.372559
	Iteration 69Q: 3 clusters Score -1.314125e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261406 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -13141717.000000 Penalty: 1137.372559
	Iteration 70Q: 3 clusters Score -1.314172e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262958 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -13141969.000000 Penalty: 1137.372559
	Iteration 71Q: 3 clusters Score -1.314197e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264207 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -13142145.000000 Penalty: 1137.372559
	Iteration 72Q: 3 clusters Score -1.314214e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265111 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -13142223.000000 Penalty: 1137.372559
	Iteration 73Q: 3 clusters Score -1.314222e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265719 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13142341.000000 Penalty: 1137.372559
	Iteration 74Q: 3 clusters Score -1.314234e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266151 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13142385.000000 Penalty: 1137.372559
	Iteration 75Q: 3 clusters Score -1.314238e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266467 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13142384.000000 Penalty: 1137.372559
	Iteration 76Q: 3 clusters Score -1.314238e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266696 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13142305.000000 Penalty: 1137.372559
	Iteration 77Q: 3 clusters Score -1.31423e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266860 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13142291.000000 Penalty: 1137.372559
	Iteration 78Q: 3 clusters Score -1.314229e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266986 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13142270.000000 Penalty: 1137.372559
	Iteration 79Q: 3 clusters Score -1.314227e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267065 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13142261.000000 Penalty: 1137.372559
	Iteration 80F: 3 clusters Score -1.314226e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267129 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13142254.000000 Penalty: 1137.372559
	Iteration 81Q: 3 clusters Score -1.314225e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267190 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13142250.000000 Penalty: 1137.372559
	Iteration 82Q: 3 clusters Score -1.314225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267237 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13142232.000000 Penalty: 1137.372559
	Iteration 83Q: 3 clusters Score -1.314223e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267284 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13142188.000000 Penalty: 1137.372559
	Iteration 84Q: 3 clusters Score -1.314219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267313 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13142178.000000 Penalty: 1137.372559
	Iteration 85Q: 3 clusters Score -1.314218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267334 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13142150.000000 Penalty: 1137.372559
	Iteration 86Q: 3 clusters Score -1.314215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267352 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13142153.000000 Penalty: 1137.372559
	Iteration 87Q: 3 clusters Score -1.314215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267369 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13142157.000000 Penalty: 1137.372559
	Iteration 88Q: 3 clusters Score -1.314216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267382 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13142141.000000 Penalty: 1137.372559
	Iteration 89Q: 3 clusters Score -1.314214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267393 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13142143.000000 Penalty: 1137.372559
	Iteration 90Q: 3 clusters Score -1.314214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267400 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13142132.000000 Penalty: 1137.372559
	Iteration 91Q: 3 clusters Score -1.314213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267407 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13142135.000000 Penalty: 1137.372559
	Iteration 92Q: 3 clusters Score -1.314214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267415 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13142129.000000 Penalty: 1137.372559
	Iteration 93Q: 3 clusters Score -1.314213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267420 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13142126.000000 Penalty: 1137.372559
	Iteration 94Q: 3 clusters Score -1.314213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267425 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13142109.000000 Penalty: 1137.372559
	Iteration 95Q: 3 clusters Score -1.314211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13142105.000000 Penalty: 1137.372559
	Iteration 96Q: 3 clusters Score -1.31421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267436 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13142100.000000 Penalty: 1137.372559
	Iteration 97Q: 3 clusters Score -1.31421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267441 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13142095.000000 Penalty: 1137.372559
	Iteration 98Q: 3 clusters Score -1.31421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267445 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13142097.000000 Penalty: 1137.372559
	Iteration 99Q: 3 clusters Score -1.31421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267447 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13142093.000000 Penalty: 1137.372559
	Iteration 100F: 3 clusters Score -1.314209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267449 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13142091.000000 Penalty: 1137.372559
	Iteration 101Q: 3 clusters Score -1.314209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267449 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13142091.000000 Penalty: 1137.372559
	Iteration 102F: 3 clusters Score -1.314209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19324.107422 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19324.11 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 206 members 
Entering Unmasked Estep 
Score: -18888.087891 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18888.09 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18993.962891 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18993.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19020.562500 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19020.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19034.560547 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -19034.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19041.017578 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19041.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19042.125000 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19042.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19043.560547 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19043.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19045.248047 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19045.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19045.833984 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19045.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19048.500000 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19051.654297 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19051.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19054.007812 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19054.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19054.294922 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19054.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19054.845703 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19054.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19058.185547 Penalty: 548.792358
	Iteration 14Q: 3 clusters Score -19058.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19060.677734 Penalty: 548.792358
	Iteration 15Q: 3 clusters Score -19060.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19062.425781 Penalty: 548.792358
	Iteration 16Q: 3 clusters Score -19062.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19063.072266 Penalty: 548.792358
	Iteration 17Q: 3 clusters Score -19063.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19063.072266 Penalty: 548.792358
	Iteration 18F: 3 clusters Score -19063.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6075.650879 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6075.651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6114.288086 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6114.288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6124.858887 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6124.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6125.307129 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6125.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6125.307129 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6125.307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 377 members 
Entering Unmasked Estep 
Score: -34782.675781 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34782.68 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34944.816406 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34944.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35000.691406 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -35000.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35042.125000 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -35042.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -35074.066406 Penalty: 602.910706
	Iteration 4F: 3 clusters Score -35074.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35089.902344 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35089.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35103.292969 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35103.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35118.285156 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35118.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35128.988281 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35128.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35136.929688 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35136.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35143.433594 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35143.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35149.707031 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35149.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35152.507812 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35152.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35153.523438 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35153.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35157.152344 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35157.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35159.972656 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35159.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35161.132812 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35161.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35163.996094 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35167.597656 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35169.265625 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -35169.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35169.367188 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -35169.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35169.515625 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -35169.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35169.515625 Penalty: 602.910706
	Iteration 22F: 3 clusters Score -35169.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7539.338867 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7539.339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7279.076660 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7279.077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7337.192383 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7337.192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7379.478027 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7379.478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7391.068848 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7391.069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7393.484375 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7393.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7393.484375 Penalty: 476.516235
	Iteration 5F: 3 clusters Score -7393.484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -524055.593750 Penalty: 423.880310
	Iteration 0F: 2 clusters Score -524055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -516652.062500 Penalty: 847.760620
	Iteration 0F: 3 clusters Score -516652.1 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -519621.781250 Penalty: 847.760620
	Iteration 1F: 3 clusters Score -519621.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -519995.937500 Penalty: 847.760620
	Iteration 2F: 3 clusters Score -519995.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -520590.156250 Penalty: 847.760620
	Iteration 3F: 3 clusters Score -520590.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -521532.343750 Penalty: 847.760620
	Iteration 4F: 3 clusters Score -521532.3 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -522611.406250 Penalty: 847.760620
	Iteration 5F: 3 clusters Score -522611.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -523334.906250 Penalty: 847.760620
	Iteration 6F: 3 clusters Score -523334.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -523572.281250 Penalty: 847.760620
	Iteration 7Q: 3 clusters Score -523572.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -523634.531250 Penalty: 847.760620
	Iteration 8Q: 3 clusters Score -523634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -523657.875000 Penalty: 847.760620
	Iteration 9Q: 3 clusters Score -523657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -523670.031250 Penalty: 847.760620
	Iteration 10Q: 3 clusters Score -523670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -523670.031250 Penalty: 847.760620
	Iteration 11F: 3 clusters Score -523670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -16920.283203 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -16920.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16535.984375 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -16535.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16636.558594 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -16636.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16646.146484 Penalty: 534.873962
	Iteration 2Q: 3 clusters Score -16646.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16650.962891 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -16650.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16656.214844 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -16656.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16661.822266 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -16661.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16664.138672 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -16664.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16664.138672 Penalty: 534.873962
	Iteration 7F: 3 clusters Score -16664.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Entering Unmasked Estep 
Score: -5742927.000000 Penalty: 530.901611
	Iteration 0F: 2 clusters Score -5742927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -5664068.500000 Penalty: 1061.803223
	Iteration 0F: 3 clusters Score -5664068 nChanged 57011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -5701176.500000 Penalty: 1061.803223
	Iteration 1F: 3 clusters Score -5701176 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -5705285.500000 Penalty: 1061.803223
	Iteration 2F: 3 clusters Score -5705286 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -5711373.500000 Penalty: 1061.803223
	Iteration 3F: 3 clusters Score -5711374 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -5718642.500000 Penalty: 1061.803223
	Iteration 4F: 3 clusters Score -5718642 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -5725896.500000 Penalty: 1061.803223
	Iteration 5F: 3 clusters Score -5725896 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -5732017.500000 Penalty: 1061.803223
	Iteration 6Q: 3 clusters Score -5732018 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -5735244.500000 Penalty: 1061.803223
	Iteration 7Q: 3 clusters Score -5735244 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -5736969.000000 Penalty: 1061.803223
	Iteration 8Q: 3 clusters Score -5736969 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -5738038.000000 Penalty: 1061.803223
	Iteration 9Q: 3 clusters Score -5738038 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 95558 members 
Entering Unmasked Estep 
Score: -5738800.000000 Penalty: 1061.803223
	Iteration 10Q: 3 clusters Score -5738800 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -5739275.000000 Penalty: 1061.803223
	Iteration 11Q: 3 clusters Score -5739275 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -5739603.500000 Penalty: 1061.803223
	Iteration 12Q: 3 clusters Score -5739604 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -5739816.000000 Penalty: 1061.803223
	Iteration 13Q: 3 clusters Score -5739816 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -5740018.000000 Penalty: 1061.803223
	Iteration 14Q: 3 clusters Score -5740018 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -5740146.500000 Penalty: 1061.803223
	Iteration 15Q: 3 clusters Score -5740146 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -5740223.500000 Penalty: 1061.803223
	Iteration 16Q: 3 clusters Score -5740224 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -5740266.000000 Penalty: 1061.803223
	Iteration 17Q: 3 clusters Score -5740266 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
Score: -5740360.500000 Penalty: 1061.803223
	Iteration 18Q: 3 clusters Score -5740360 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -5740437.000000 Penalty: 1061.803223
	Iteration 19Q: 3 clusters Score -5740437 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -5740518.000000 Penalty: 1061.803223
	Iteration 20F: 3 clusters Score -5740518 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -5740611.500000 Penalty: 1061.803223
	Iteration 21Q: 3 clusters Score -5740612 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -5740706.000000 Penalty: 1061.803223
	Iteration 22Q: 3 clusters Score -5740706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -5740758.000000 Penalty: 1061.803223
	Iteration 23Q: 3 clusters Score -5740758 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -5740828.500000 Penalty: 1061.803223
	Iteration 24Q: 3 clusters Score -5740828 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -5740916.000000 Penalty: 1061.803223
	Iteration 25Q: 3 clusters Score -5740916 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -5741015.500000 Penalty: 1061.803223
	Iteration 26Q: 3 clusters Score -5741016 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -5741070.500000 Penalty: 1061.803223
	Iteration 27Q: 3 clusters Score -5741070 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -5741125.500000 Penalty: 1061.803223
	Iteration 28Q: 3 clusters Score -5741126 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -5741164.500000 Penalty: 1061.803223
	Iteration 29Q: 3 clusters Score -5741164 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -5741213.500000 Penalty: 1061.803223
	Iteration 30Q: 3 clusters Score -5741214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -5741267.000000 Penalty: 1061.803223
	Iteration 31Q: 3 clusters Score -5741267 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -5741288.000000 Penalty: 1061.803223
	Iteration 32Q: 3 clusters Score -5741288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 105064 members 
Entering Unmasked Estep 
Score: -5741290.500000 Penalty: 1061.803223
	Iteration 33Q: 3 clusters Score -5741290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -5741307.000000 Penalty: 1061.803223
	Iteration 34Q: 3 clusters Score -5741307 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -5741353.500000 Penalty: 1061.803223
	Iteration 35Q: 3 clusters Score -5741354 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -5741364.500000 Penalty: 1061.803223
	Iteration 36Q: 3 clusters Score -5741364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -5741386.000000 Penalty: 1061.803223
	Iteration 37Q: 3 clusters Score -5741386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -5741397.000000 Penalty: 1061.803223
	Iteration 38Q: 3 clusters Score -5741397 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -5741439.500000 Penalty: 1061.803223
	Iteration 39Q: 3 clusters Score -5741440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -5741460.500000 Penalty: 1061.803223
	Iteration 40F: 3 clusters Score -5741460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -5741494.500000 Penalty: 1061.803223
	Iteration 41Q: 3 clusters Score -5741494 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -5741524.000000 Penalty: 1061.803223
	Iteration 42Q: 3 clusters Score -5741524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -5741554.500000 Penalty: 1061.803223
	Iteration 43Q: 3 clusters Score -5741554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -5741566.000000 Penalty: 1061.803223
	Iteration 44Q: 3 clusters Score -5741566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -5741608.500000 Penalty: 1061.803223
	Iteration 45Q: 3 clusters Score -5741608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 107920 members 
Entering Unmasked Estep 
Score: -5741628.500000 Penalty: 1061.803223
	Iteration 46Q: 3 clusters Score -5741628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -5741643.500000 Penalty: 1061.803223
	Iteration 47Q: 3 clusters Score -5741644 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -5741661.000000 Penalty: 1061.803223
	Iteration 48Q: 3 clusters Score -5741661 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -5741677.500000 Penalty: 1061.803223
	Iteration 49Q: 3 clusters Score -5741678 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -5741693.500000 Penalty: 1061.803223
	Iteration 50Q: 3 clusters Score -5741694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 109008 members 
Entering Unmasked Estep 
Score: -5741712.000000 Penalty: 1061.803223
	Iteration 51Q: 3 clusters Score -5741712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 109205 members 
Entering Unmasked Estep 
Score: -5741749.500000 Penalty: 1061.803223
	Iteration 52Q: 3 clusters Score -5741750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -5741767.000000 Penalty: 1061.803223
	Iteration 53Q: 3 clusters Score -5741767 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -5741781.500000 Penalty: 1061.803223
	Iteration 54Q: 3 clusters Score -5741782 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 109731 members 
Entering Unmasked Estep 
Score: -5741811.000000 Penalty: 1061.803223
	Iteration 55Q: 3 clusters Score -5741811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -5741833.000000 Penalty: 1061.803223
	Iteration 56Q: 3 clusters Score -5741833 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -5741870.000000 Penalty: 1061.803223
	Iteration 57Q: 3 clusters Score -5741870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -5741865.000000 Penalty: 1061.803223
	Iteration 58Q: 3 clusters Score -5741865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -5741883.000000 Penalty: 1061.803223
	Iteration 59Q: 3 clusters Score -5741883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 110534 members 
Entering Unmasked Estep 
Score: -5741895.000000 Penalty: 1061.803223
	Iteration 60F: 3 clusters Score -5741895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -5741911.500000 Penalty: 1061.803223
	Iteration 61Q: 3 clusters Score -5741912 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -5741932.000000 Penalty: 1061.803223
	Iteration 62Q: 3 clusters Score -5741932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -5741952.500000 Penalty: 1061.803223
	Iteration 63Q: 3 clusters Score -5741952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -5741969.500000 Penalty: 1061.803223
	Iteration 64Q: 3 clusters Score -5741970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 111144 members 
Entering Unmasked Estep 
Score: -5741974.000000 Penalty: 1061.803223
	Iteration 65Q: 3 clusters Score -5741974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -5741978.500000 Penalty: 1061.803223
	Iteration 66Q: 3 clusters Score -5741978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 111397 members 
Entering Unmasked Estep 
Score: -5741995.000000 Penalty: 1061.803223
	Iteration 67Q: 3 clusters Score -5741995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 111510 members 
Entering Unmasked Estep 
Score: -5742007.500000 Penalty: 1061.803223
	Iteration 68Q: 3 clusters Score -5742008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -5742020.500000 Penalty: 1061.803223
	Iteration 69Q: 3 clusters Score -5742020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -5742019.500000 Penalty: 1061.803223
	Iteration 70Q: 3 clusters Score -5742020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -5742027.000000 Penalty: 1061.803223
	Iteration 71Q: 3 clusters Score -5742027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 111880 members 
Entering Unmasked Estep 
Score: -5742047.000000 Penalty: 1061.803223
	Iteration 72Q: 3 clusters Score -5742047 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -5742071.500000 Penalty: 1061.803223
	Iteration 73Q: 3 clusters Score -5742072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -5742087.000000 Penalty: 1061.803223
	Iteration 74Q: 3 clusters Score -5742087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -5742091.000000 Penalty: 1061.803223
	Iteration 75Q: 3 clusters Score -5742091 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 112220 members 
Entering Unmasked Estep 
Score: -5742110.500000 Penalty: 1061.803223
	Iteration 76Q: 3 clusters Score -5742110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -5742112.500000 Penalty: 1061.803223
	Iteration 77Q: 3 clusters Score -5742112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -5742113.000000 Penalty: 1061.803223
	Iteration 78Q: 3 clusters Score -5742113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -5742126.500000 Penalty: 1061.803223
	Iteration 79Q: 3 clusters Score -5742126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -5742130.000000 Penalty: 1061.803223
	Iteration 80F: 3 clusters Score -5742130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -5742135.500000 Penalty: 1061.803223
	Iteration 81Q: 3 clusters Score -5742136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -5742139.000000 Penalty: 1061.803223
	Iteration 82Q: 3 clusters Score -5742139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -5742137.500000 Penalty: 1061.803223
	Iteration 83Q: 3 clusters Score -5742138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 112822 members 
Entering Unmasked Estep 
Score: -5742152.500000 Penalty: 1061.803223
	Iteration 84Q: 3 clusters Score -5742152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -5742159.500000 Penalty: 1061.803223
	Iteration 85Q: 3 clusters Score -5742160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -5742170.000000 Penalty: 1061.803223
	Iteration 86Q: 3 clusters Score -5742170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -5742191.500000 Penalty: 1061.803223
	Iteration 87Q: 3 clusters Score -5742192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 113185 members 
Entering Unmasked Estep 
Score: -5742184.500000 Penalty: 1061.803223
	Iteration 88Q: 3 clusters Score -5742184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -5742200.000000 Penalty: 1061.803223
	Iteration 89Q: 3 clusters Score -5742200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 113377 members 
Entering Unmasked Estep 
Score: -5742223.000000 Penalty: 1061.803223
	Iteration 90Q: 3 clusters Score -5742223 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -5742227.000000 Penalty: 1061.803223
	Iteration 91Q: 3 clusters Score -5742227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -5742232.500000 Penalty: 1061.803223
	Iteration 92Q: 3 clusters Score -5742232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -5742235.000000 Penalty: 1061.803223
	Iteration 93Q: 3 clusters Score -5742235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -5742234.000000 Penalty: 1061.803223
	Iteration 94Q: 3 clusters Score -5742234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -5742256.500000 Penalty: 1061.803223
	Iteration 95Q: 3 clusters Score -5742256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -5742279.500000 Penalty: 1061.803223
	Iteration 96Q: 3 clusters Score -5742280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -5742275.500000 Penalty: 1061.803223
	Iteration 97Q: 3 clusters Score -5742276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -5742265.500000 Penalty: 1061.803223
	Iteration 98Q: 3 clusters Score -5742266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -5742283.000000 Penalty: 1061.803223
	Iteration 99Q: 3 clusters Score -5742283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 114118 members 
Entering Unmasked Estep 
Score: -5742298.500000 Penalty: 1061.803223
	Iteration 100F: 3 clusters Score -5742298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -5742306.500000 Penalty: 1061.803223
	Iteration 101Q: 3 clusters Score -5742306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -5742311.500000 Penalty: 1061.803223
	Iteration 102Q: 3 clusters Score -5742312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -5742330.500000 Penalty: 1061.803223
	Iteration 103Q: 3 clusters Score -5742330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -5742339.000000 Penalty: 1061.803223
	Iteration 104Q: 3 clusters Score -5742339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -5742350.500000 Penalty: 1061.803223
	Iteration 105Q: 3 clusters Score -5742350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -5742351.500000 Penalty: 1061.803223
	Iteration 106Q: 3 clusters Score -5742352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -5742350.000000 Penalty: 1061.803223
	Iteration 107Q: 3 clusters Score -5742350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 114441 members 
Entering Unmasked Estep 
Score: -5742352.000000 Penalty: 1061.803223
	Iteration 108Q: 3 clusters Score -5742352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -5742344.000000 Penalty: 1061.803223
	Iteration 109Q: 3 clusters Score -5742344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -5742355.500000 Penalty: 1061.803223
	Iteration 110Q: 3 clusters Score -5742356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 114503 members 
Entering Unmasked Estep 
Score: -5742347.000000 Penalty: 1061.803223
	Iteration 111Q: 3 clusters Score -5742347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -5742350.500000 Penalty: 1061.803223
	Iteration 112Q: 3 clusters Score -5742350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -5742348.000000 Penalty: 1061.803223
	Iteration 113Q: 3 clusters Score -5742348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -5742353.500000 Penalty: 1061.803223
	Iteration 114Q: 3 clusters Score -5742354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -5742358.500000 Penalty: 1061.803223
	Iteration 115Q: 3 clusters Score -5742358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -5742367.000000 Penalty: 1061.803223
	Iteration 116Q: 3 clusters Score -5742367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -5742361.000000 Penalty: 1061.803223
	Iteration 117Q: 3 clusters Score -5742361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -5742366.500000 Penalty: 1061.803223
	Iteration 118Q: 3 clusters Score -5742366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -5742364.500000 Penalty: 1061.803223
	Iteration 119Q: 3 clusters Score -5742364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -5742373.500000 Penalty: 1061.803223
	Iteration 120F: 3 clusters Score -5742374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 114675 members 
Entering Unmasked Estep 
Score: -5742371.500000 Penalty: 1061.803223
	Iteration 121Q: 3 clusters Score -5742372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -5742371.000000 Penalty: 1061.803223
	Iteration 122Q: 3 clusters Score -5742371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -5742365.000000 Penalty: 1061.803223
	Iteration 123Q: 3 clusters Score -5742365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -5742366.000000 Penalty: 1061.803223
	Iteration 124Q: 3 clusters Score -5742366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -5742366.500000 Penalty: 1061.803223
	Iteration 125Q: 3 clusters Score -5742366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 114762 members 
Entering Unmasked Estep 
Score: -5742362.000000 Penalty: 1061.803223
	Iteration 126Q: 3 clusters Score -5742362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -5742366.000000 Penalty: 1061.803223
	Iteration 127Q: 3 clusters Score -5742366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 114795 members 
Entering Unmasked Estep 
Score: -5742375.500000 Penalty: 1061.803223
	Iteration 128Q: 3 clusters Score -5742376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -5742376.000000 Penalty: 1061.803223
	Iteration 129Q: 3 clusters Score -5742376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -5742380.000000 Penalty: 1061.803223
	Iteration 130Q: 3 clusters Score -5742380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -5742378.500000 Penalty: 1061.803223
	Iteration 131Q: 3 clusters Score -5742378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 114836 members 
Entering Unmasked Estep 
Score: -5742381.000000 Penalty: 1061.803223
	Iteration 132Q: 3 clusters Score -5742381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 114849 members 
Entering Unmasked Estep 
Score: -5742376.000000 Penalty: 1061.803223
	Iteration 133Q: 3 clusters Score -5742376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 114862 members 
Entering Unmasked Estep 
Score: -5742379.500000 Penalty: 1061.803223
	Iteration 134Q: 3 clusters Score -5742380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -5742391.000000 Penalty: 1061.803223
	Iteration 135Q: 3 clusters Score -5742391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -5742382.500000 Penalty: 1061.803223
	Iteration 136Q: 3 clusters Score -5742382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -5742391.500000 Penalty: 1061.803223
	Iteration 137Q: 3 clusters Score -5742392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -5742391.000000 Penalty: 1061.803223
	Iteration 138Q: 3 clusters Score -5742391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -5742388.500000 Penalty: 1061.803223
	Iteration 139Q: 3 clusters Score -5742388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
Score: -5742389.000000 Penalty: 1061.803223
	Iteration 140F: 3 clusters Score -5742389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -5742390.500000 Penalty: 1061.803223
	Iteration 141Q: 3 clusters Score -5742390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
Score: -5742400.500000 Penalty: 1061.803223
	Iteration 142Q: 3 clusters Score -5742400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -5742415.500000 Penalty: 1061.803223
	Iteration 143Q: 3 clusters Score -5742416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -5742412.000000 Penalty: 1061.803223
	Iteration 144Q: 3 clusters Score -5742412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -5742417.500000 Penalty: 1061.803223
	Iteration 145Q: 3 clusters Score -5742418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 115174 members 
Entering Unmasked Estep 
Score: -5742410.000000 Penalty: 1061.803223
	Iteration 146Q: 3 clusters Score -5742410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -5742420.500000 Penalty: 1061.803223
	Iteration 147Q: 3 clusters Score -5742420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -5742437.000000 Penalty: 1061.803223
	Iteration 148Q: 3 clusters Score -5742437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -5742441.000000 Penalty: 1061.803223
	Iteration 149Q: 3 clusters Score -5742441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 115242 members 
Entering Unmasked Estep 
Score: -5742444.500000 Penalty: 1061.803223
	Iteration 150Q: 3 clusters Score -5742444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 115256 members 
Entering Unmasked Estep 
Score: -5742450.000000 Penalty: 1061.803223
	Iteration 151Q: 3 clusters Score -5742450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -5742448.000000 Penalty: 1061.803223
	Iteration 152Q: 3 clusters Score -5742448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -5742453.500000 Penalty: 1061.803223
	Iteration 153Q: 3 clusters Score -5742454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -5742462.000000 Penalty: 1061.803223
	Iteration 154Q: 3 clusters Score -5742462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -5742462.500000 Penalty: 1061.803223
	Iteration 155Q: 3 clusters Score -5742462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -5742464.500000 Penalty: 1061.803223
	Iteration 156Q: 3 clusters Score -5742464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -5742472.500000 Penalty: 1061.803223
	Iteration 157Q: 3 clusters Score -5742472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -5742470.000000 Penalty: 1061.803223
	Iteration 158Q: 3 clusters Score -5742470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -5742470.500000 Penalty: 1061.803223
	Iteration 159Q: 3 clusters Score -5742470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -5742482.500000 Penalty: 1061.803223
	Iteration 160F: 3 clusters Score -5742482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 115446 members 
Entering Unmasked Estep 
Score: -5742490.000000 Penalty: 1061.803223
	Iteration 161Q: 3 clusters Score -5742490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -5742492.000000 Penalty: 1061.803223
	Iteration 162Q: 3 clusters Score -5742492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -5742488.500000 Penalty: 1061.803223
	Iteration 163Q: 3 clusters Score -5742488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 115505 members 
Entering Unmasked Estep 
Score: -5742483.500000 Penalty: 1061.803223
	Iteration 164Q: 3 clusters Score -5742484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -5742486.500000 Penalty: 1061.803223
	Iteration 165Q: 3 clusters Score -5742486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -5742493.500000 Penalty: 1061.803223
	Iteration 166Q: 3 clusters Score -5742494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -5742492.000000 Penalty: 1061.803223
	Iteration 167Q: 3 clusters Score -5742492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 115544 members 
Entering Unmasked Estep 
Score: -5742495.500000 Penalty: 1061.803223
	Iteration 168Q: 3 clusters Score -5742496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 115556 members 
Entering Unmasked Estep 
Score: -5742490.500000 Penalty: 1061.803223
	Iteration 169Q: 3 clusters Score -5742490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 115565 members 
Entering Unmasked Estep 
Score: -5742489.500000 Penalty: 1061.803223
	Iteration 170Q: 3 clusters Score -5742490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -5742486.500000 Penalty: 1061.803223
	Iteration 171Q: 3 clusters Score -5742486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 115585 members 
Entering Unmasked Estep 
Score: -5742495.500000 Penalty: 1061.803223
	Iteration 172Q: 3 clusters Score -5742496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -5742494.500000 Penalty: 1061.803223
	Iteration 173Q: 3 clusters Score -5742494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -5742499.500000 Penalty: 1061.803223
	Iteration 174Q: 3 clusters Score -5742500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 115606 members 
Entering Unmasked Estep 
Score: -5742495.000000 Penalty: 1061.803223
	Iteration 175Q: 3 clusters Score -5742495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -5742494.500000 Penalty: 1061.803223
	Iteration 176Q: 3 clusters Score -5742494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 115615 members 
Entering Unmasked Estep 
Score: -5742495.500000 Penalty: 1061.803223
	Iteration 177Q: 3 clusters Score -5742496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -5742496.000000 Penalty: 1061.803223
	Iteration 178Q: 3 clusters Score -5742496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 115624 members 
Entering Unmasked Estep 
Score: -5742497.500000 Penalty: 1061.803223
	Iteration 179Q: 3 clusters Score -5742498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 115631 members 
Entering Unmasked Estep 
Score: -5742502.000000 Penalty: 1061.803223
	Iteration 180F: 3 clusters Score -5742502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -5742498.000000 Penalty: 1061.803223
	Iteration 181Q: 3 clusters Score -5742498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -5742499.000000 Penalty: 1061.803223
	Iteration 182Q: 3 clusters Score -5742499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -5742500.000000 Penalty: 1061.803223
	Iteration 183Q: 3 clusters Score -5742500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -5742498.500000 Penalty: 1061.803223
	Iteration 184Q: 3 clusters Score -5742498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -5742498.500000 Penalty: 1061.803223
	Iteration 185Q: 3 clusters Score -5742498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 115641 members 
Entering Unmasked Estep 
Score: -5742498.500000 Penalty: 1061.803223
	Iteration 186F: 3 clusters Score -5742498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 7634 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76241 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30544 members 
Mstep: Class 14 contains 267962 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11115 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302892.000000 Penalty: 12595.238281
Iteration 119Q: 22 clusters Score -2.530289e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76271 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30513 members 
Mstep: Class 14 contains 268067 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302910.000000 Penalty: 12595.238281
Iteration 120F: 22 clusters Score -2.530291e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76291 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30491 members 
Mstep: Class 14 contains 268161 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11166 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302892.000000 Penalty: 12595.238281
Iteration 121Q: 22 clusters Score -2.530289e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76317 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30475 members 
Mstep: Class 14 contains 268245 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302908.000000 Penalty: 12595.238281
Iteration 122Q: 22 clusters Score -2.530291e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5272 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76337 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30464 members 
Mstep: Class 14 contains 268329 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11197 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302904.000000 Penalty: 12595.238281
Iteration 123Q: 22 clusters Score -2.53029e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76360 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30449 members 
Mstep: Class 14 contains 268410 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11208 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302906.000000 Penalty: 12595.238281
Iteration 124Q: 22 clusters Score -2.530291e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 7677 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76379 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30444 members 
Mstep: Class 14 contains 268497 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302902.000000 Penalty: 12595.238281
Iteration 125Q: 22 clusters Score -2.53029e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3567 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 7682 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76395 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30440 members 
Mstep: Class 14 contains 268597 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11221 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302886.000000 Penalty: 12595.238281
Iteration 126Q: 22 clusters Score -2.530289e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 7690 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76411 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30444 members 
Mstep: Class 14 contains 268694 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 116085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302922.000000 Penalty: 12595.238281
Iteration 127Q: 22 clusters Score -2.530292e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3505 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 7695 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76419 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30442 members 
Mstep: Class 14 contains 268788 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11219 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302914.000000 Penalty: 12595.238281
Iteration 128Q: 22 clusters Score -2.530291e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 7698 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76428 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30437 members 
Mstep: Class 14 contains 268879 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302868.000000 Penalty: 12595.238281
Iteration 129Q: 22 clusters Score -2.530287e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76430 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30431 members 
Mstep: Class 14 contains 268989 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302890.000000 Penalty: 12595.238281
Iteration 130Q: 22 clusters Score -2.530289e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76445 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30425 members 
Mstep: Class 14 contains 269068 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11235 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302872.000000 Penalty: 12595.238281
Iteration 131Q: 22 clusters Score -2.530287e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 7705 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76455 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30408 members 
Mstep: Class 14 contains 269160 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302904.000000 Penalty: 12595.238281
Iteration 132Q: 22 clusters Score -2.53029e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2167 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 7709 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76462 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 269250 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11269 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302900.000000 Penalty: 12595.238281
Iteration 133Q: 22 clusters Score -2.53029e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5331 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76466 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30376 members 
Mstep: Class 14 contains 269341 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11284 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303000.000000 Penalty: 12595.238281
Iteration 134Q: 22 clusters Score -2.5303e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76471 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30358 members 
Mstep: Class 14 contains 269441 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11296 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302980.000000 Penalty: 12595.238281
Iteration 135Q: 22 clusters Score -2.530298e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 7725 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76471 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30341 members 
Mstep: Class 14 contains 269539 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302970.000000 Penalty: 12595.238281
Iteration 136Q: 22 clusters Score -2.530297e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76478 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30330 members 
Mstep: Class 14 contains 269641 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302968.000000 Penalty: 12595.238281
Iteration 137Q: 22 clusters Score -2.530297e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 7729 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76484 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30311 members 
Mstep: Class 14 contains 269732 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302982.000000 Penalty: 12595.238281
Iteration 138Q: 22 clusters Score -2.530298e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76493 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30297 members 
Mstep: Class 14 contains 269819 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11370 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 115037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302968.000000 Penalty: 12595.238281
Iteration 139Q: 22 clusters Score -2.530297e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76497 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30290 members 
Mstep: Class 14 contains 269913 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11383 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302928.000000 Penalty: 12595.238281
Iteration 140F: 22 clusters Score -2.530293e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76497 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30279 members 
Mstep: Class 14 contains 270024 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11402 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302954.000000 Penalty: 12595.238281
Iteration 141Q: 22 clusters Score -2.530295e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76504 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30265 members 
Mstep: Class 14 contains 270117 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11415 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302928.000000 Penalty: 12595.238281
Iteration 142Q: 22 clusters Score -2.530293e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3121 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76512 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30250 members 
Mstep: Class 14 contains 270225 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11428 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302938.000000 Penalty: 12595.238281
Iteration 143Q: 22 clusters Score -2.530294e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 2464 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76518 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30235 members 
Mstep: Class 14 contains 270333 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11441 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302940.000000 Penalty: 12595.238281
Iteration 144Q: 22 clusters Score -2.530294e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 2467 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76534 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30226 members 
Mstep: Class 14 contains 270437 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11446 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302964.000000 Penalty: 12595.238281
Iteration 145Q: 22 clusters Score -2.530296e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 2986 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76546 members 
Mstep: Class 10 contains 2573 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30208 members 
Mstep: Class 14 contains 270537 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11454 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25303000.000000 Penalty: 12595.238281
Iteration 146Q: 22 clusters Score -2.5303e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76554 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30200 members 
Mstep: Class 14 contains 270638 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11460 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302950.000000 Penalty: 12595.238281
Iteration 147Q: 22 clusters Score -2.530295e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76568 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30186 members 
Mstep: Class 14 contains 270709 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11474 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302928.000000 Penalty: 12595.238281
Iteration 148Q: 22 clusters Score -2.530293e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76575 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30169 members 
Mstep: Class 14 contains 270782 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11490 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302894.000000 Penalty: 12595.238281
Iteration 149Q: 22 clusters Score -2.530289e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 7726 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76588 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30149 members 
Mstep: Class 14 contains 270843 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 20 contains 11505 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302890.000000 Penalty: 12595.238281
Iteration 150Q: 22 clusters Score -2.530289e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 7730 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76601 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30142 members 
Mstep: Class 14 contains 270922 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11511 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 114051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302850.000000 Penalty: 12595.238281
Iteration 151Q: 22 clusters Score -2.530285e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 7730 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76622 members 
Mstep: Class 10 contains 2736 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30138 members 
Mstep: Class 14 contains 271010 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302848.000000 Penalty: 12595.238281
Iteration 152Q: 22 clusters Score -2.530285e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 2772 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76640 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30132 members 
Mstep: Class 14 contains 271084 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11522 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302806.000000 Penalty: 12595.238281
Iteration 153Q: 22 clusters Score -2.530281e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 7736 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76647 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30120 members 
Mstep: Class 14 contains 271182 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11531 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302794.000000 Penalty: 12595.238281
Iteration 154Q: 22 clusters Score -2.530279e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76659 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30113 members 
Mstep: Class 14 contains 271294 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11544 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302736.000000 Penalty: 12595.238281
Iteration 155Q: 22 clusters Score -2.530274e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76683 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30105 members 
Mstep: Class 14 contains 271390 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302736.000000 Penalty: 12595.238281
Iteration 156Q: 22 clusters Score -2.530274e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76698 members 
Mstep: Class 10 contains 2852 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30097 members 
Mstep: Class 14 contains 271496 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11575 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302710.000000 Penalty: 12595.238281
Iteration 157Q: 22 clusters Score -2.530271e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2176 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76704 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30088 members 
Mstep: Class 14 contains 271591 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302754.000000 Penalty: 12595.238281
Iteration 158Q: 22 clusters Score -2.530275e+07 nChanged 269
Entering ConstructFrom: 
Score: -25302754.000000 Penalty: 12595.238281
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9250.834961 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9250.835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9324.824219 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9324.824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9341.507812 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9341.508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9350.257812 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9350.258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9352.559570 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9352.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9356.064453 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9356.064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9356.901367 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9356.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9358.194336 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9358.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9359.556641 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9359.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9359.556641 Penalty: 493.670471
	Iteration 9F: 3 clusters Score -9359.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -106475.726562 Penalty: 349.699493
	Iteration 0F: 2 clusters Score -106475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104893.015625 Penalty: 699.398987
	Iteration 0F: 3 clusters Score -104893 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -105364.328125 Penalty: 699.398987
	Iteration 1F: 3 clusters Score -105364.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -105464.859375 Penalty: 699.398987
	Iteration 2F: 3 clusters Score -105464.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -105544.007812 Penalty: 699.398987
	Iteration 3F: 3 clusters Score -105544 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -105609.132812 Penalty: 699.398987
	Iteration 4F: 3 clusters Score -105609.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -105673.664062 Penalty: 699.398987
	Iteration 5Q: 3 clusters Score -105673.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105738.937500 Penalty: 699.398987
	Iteration 6Q: 3 clusters Score -105738.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105822.703125 Penalty: 699.398987
	Iteration 7Q: 3 clusters Score -105822.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -105907.953125 Penalty: 699.398987
	Iteration 8F: 3 clusters Score -105908 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105967.070312 Penalty: 699.398987
	Iteration 9Q: 3 clusters Score -105967.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106008.304688 Penalty: 699.398987
	Iteration 10Q: 3 clusters Score -106008.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106043.687500 Penalty: 699.398987
	Iteration 11Q: 3 clusters Score -106043.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106077.765625 Penalty: 699.398987
	Iteration 12Q: 3 clusters Score -106077.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -106119.062500 Penalty: 699.398987
	Iteration 13Q: 3 clusters Score -106119.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -106156.046875 Penalty: 699.398987
	Iteration 14Q: 3 clusters Score -106156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -106183.937500 Penalty: 699.398987
	Iteration 15Q: 3 clusters Score -106183.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -106203.398438 Penalty: 699.398987
	Iteration 16Q: 3 clusters Score -106203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -106213.554688 Penalty: 699.398987
	Iteration 17Q: 3 clusters Score -106213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -106223.054688 Penalty: 699.398987
	Iteration 18Q: 3 clusters Score -106223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -106230.531250 Penalty: 699.398987
	Iteration 19Q: 3 clusters Score -106230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -106234.929688 Penalty: 699.398987
	Iteration 20F: 3 clusters Score -106234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -106236.523438 Penalty: 699.398987
	Iteration 21Q: 3 clusters Score -106236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -106238.109375 Penalty: 699.398987
	Iteration 22Q: 3 clusters Score -106238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -106240.226562 Penalty: 699.398987
	Iteration 23Q: 3 clusters Score -106240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -106241.093750 Penalty: 699.398987
	Iteration 24Q: 3 clusters Score -106241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -106243.734375 Penalty: 699.398987
	Iteration 25Q: 3 clusters Score -106243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -106246.039062 Penalty: 699.398987
	Iteration 26Q: 3 clusters Score -106246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -106249.156250 Penalty: 699.398987
	Iteration 27Q: 3 clusters Score -106249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -106253.210938 Penalty: 699.398987
	Iteration 28Q: 3 clusters Score -106253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -106255.015625 Penalty: 699.398987
	Iteration 29Q: 3 clusters Score -106255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -106255.554688 Penalty: 699.398987
	Iteration 30Q: 3 clusters Score -106255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -106255.554688 Penalty: 699.398987
	Iteration 31F: 3 clusters Score -106255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -137631.187500 Penalty: 357.796143
	Iteration 0F: 2 clusters Score -137631.2 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 1285 members 
Entering Unmasked Estep 
Score: -135790.093750 Penalty: 715.592285
	Iteration 0F: 3 clusters Score -135790.1 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -136383.718750 Penalty: 715.592285
	Iteration 1F: 3 clusters Score -136383.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -136473.500000 Penalty: 715.592285
	Iteration 2F: 3 clusters Score -136473.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136564.625000 Penalty: 715.592285
	Iteration 3F: 3 clusters Score -136564.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -136668.953125 Penalty: 715.592285
	Iteration 4F: 3 clusters Score -136669 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -136781.156250 Penalty: 715.592285
	Iteration 5F: 3 clusters Score -136781.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -136904.703125 Penalty: 715.592285
	Iteration 6Q: 3 clusters Score -136904.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -137006.265625 Penalty: 715.592285
	Iteration 7Q: 3 clusters Score -137006.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137073.109375 Penalty: 715.592285
	Iteration 8Q: 3 clusters Score -137073.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -137103.343750 Penalty: 715.592285
	Iteration 9Q: 3 clusters Score -137103.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137121.890625 Penalty: 715.592285
	Iteration 10Q: 3 clusters Score -137121.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137136.562500 Penalty: 715.592285
	Iteration 11Q: 3 clusters Score -137136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137145.484375 Penalty: 715.592285
	Iteration 12Q: 3 clusters Score -137145.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137151.750000 Penalty: 715.592285
	Iteration 13Q: 3 clusters Score -137151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137163.062500 Penalty: 715.592285
	Iteration 14Q: 3 clusters Score -137163.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -137173.765625 Penalty: 715.592285
	Iteration 15Q: 3 clusters Score -137173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137183.265625 Penalty: 715.592285
	Iteration 16Q: 3 clusters Score -137183.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137195.265625 Penalty: 715.592285
	Iteration 17Q: 3 clusters Score -137195.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137203.359375 Penalty: 715.592285
	Iteration 18Q: 3 clusters Score -137203.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -137209.218750 Penalty: 715.592285
	Iteration 19Q: 3 clusters Score -137209.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137213.734375 Penalty: 715.592285
	Iteration 20F: 3 clusters Score -137213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137217.640625 Penalty: 715.592285
	Iteration 21Q: 3 clusters Score -137217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137221.156250 Penalty: 715.592285
	Iteration 22Q: 3 clusters Score -137221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137222.406250 Penalty: 715.592285
	Iteration 23Q: 3 clusters Score -137222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137223.234375 Penalty: 715.592285
	Iteration 24Q: 3 clusters Score -137223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137223.375000 Penalty: 715.592285
	Iteration 25Q: 3 clusters Score -137223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137223.375000 Penalty: 715.592285
	Iteration 26F: 3 clusters Score -137223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -107583.484375 Penalty: 355.701965
	Iteration 0F: 2 clusters Score -107583.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -105829.851562 Penalty: 711.403931
	Iteration 0F: 3 clusters Score -105829.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -106369.492188 Penalty: 711.403931
	Iteration 1F: 3 clusters Score -106369.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -106428.468750 Penalty: 711.403931
	Iteration 2F: 3 clusters Score -106428.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -106480.898438 Penalty: 711.403931
	Iteration 3Q: 3 clusters Score -106480.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -106523.843750 Penalty: 711.403931
	Iteration 4Q: 3 clusters Score -106523.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -106553.867188 Penalty: 711.403931
	Iteration 5Q: 3 clusters Score -106553.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -106591.156250 Penalty: 711.403931
	Iteration 6Q: 3 clusters Score -106591.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -106629.765625 Penalty: 711.403931
	Iteration 7Q: 3 clusters Score -106629.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -106677.062500 Penalty: 711.403931
	Iteration 8Q: 3 clusters Score -106677.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -106736.687500 Penalty: 711.403931
	Iteration 9Q: 3 clusters Score -106736.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -106794.734375 Penalty: 711.403931
	Iteration 10Q: 3 clusters Score -106794.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -106865.203125 Penalty: 711.403931
	Iteration 11Q: 3 clusters Score -106865.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -106951.960938 Penalty: 711.403931
	Iteration 12Q: 3 clusters Score -106952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -107049.250000 Penalty: 711.403931
	Iteration 13Q: 3 clusters Score -107049.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -107116.960938 Penalty: 711.403931
	Iteration 14Q: 3 clusters Score -107117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -107161.890625 Penalty: 711.403931
	Iteration 15Q: 3 clusters Score -107161.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -107200.734375 Penalty: 711.403931
	Iteration 16Q: 3 clusters Score -107200.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -107233.226562 Penalty: 711.403931
	Iteration 17Q: 3 clusters Score -107233.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -107263.375000 Penalty: 711.403931
	Iteration 18Q: 3 clusters Score -107263.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -107284.625000 Penalty: 711.403931
	Iteration 19Q: 3 clusters Score -107284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -107295.835938 Penalty: 711.403931
	Iteration 20F: 3 clusters Score -107295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -107298.890625 Penalty: 711.403931
	Iteration 21Q: 3 clusters Score -107298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -107299.687500 Penalty: 711.403931
	Iteration 22Q: 3 clusters Score -107299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -107299.687500 Penalty: 711.403931
	Iteration 23F: 3 clusters Score -107299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 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 423 members 
Entering Unmasked Estep 
Score: -39694.335938 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39694.34 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39902.492188 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39902.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39980.691406 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39980.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40083.976562 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -40083.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40171.359375 Penalty: 615.828247
	Iteration 4F: 3 clusters Score -40171.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40232.742188 Penalty: 615.828247
	Iteration 5F: 3 clusters Score -40232.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40284.890625 Penalty: 615.828247
	Iteration 6F: 3 clusters Score -40284.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40321.414062 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -40321.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40346.492188 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40346.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40374.546875 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40374.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40390.664062 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40390.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40398.359375 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40398.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40405.214844 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40405.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40411.394531 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40411.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40412.519531 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40412.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40413.378906 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40413.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40414.679688 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40414.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40415.285156 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40415.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40415.285156 Penalty: 615.828247
	Iteration 18F: 3 clusters Score -40415.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 729 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76714 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 271681 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 140 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113145 members 
Entering Unmasked Estep 
Score: -25302474.000000 Penalty: 13195.011719
Splitting cluster 5 changes total score from -25302754.000000 to -25302474.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Entering Unmasked Estep 
Score: -247231.906250 Penalty: 390.593781
	Iteration 0F: 2 clusters Score -247231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -243628.187500 Penalty: 781.187561
	Iteration 0F: 3 clusters Score -243628.2 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -245005.453125 Penalty: 781.187561
	Iteration 1F: 3 clusters Score -245005.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -245246.562500 Penalty: 781.187561
	Iteration 2F: 3 clusters Score -245246.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -245538.218750 Penalty: 781.187561
	Iteration 3F: 3 clusters Score -245538.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -245878.515625 Penalty: 781.187561
	Iteration 4F: 3 clusters Score -245878.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -246165.906250 Penalty: 781.187561
	Iteration 5F: 3 clusters Score -246165.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246358.750000 Penalty: 781.187561
	Iteration 6Q: 3 clusters Score -246358.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -246479.203125 Penalty: 781.187561
	Iteration 7Q: 3 clusters Score -246479.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -246577.687500 Penalty: 781.187561
	Iteration 8Q: 3 clusters Score -246577.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -246664.390625 Penalty: 781.187561
	Iteration 9Q: 3 clusters Score -246664.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -246734.125000 Penalty: 781.187561
	Iteration 10Q: 3 clusters Score -246734.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -246779.937500 Penalty: 781.187561
	Iteration 11Q: 3 clusters Score -246779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -246807.312500 Penalty: 781.187561
	Iteration 12Q: 3 clusters Score -246807.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -246829.812500 Penalty: 781.187561
	Iteration 13Q: 3 clusters Score -246829.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -246841.203125 Penalty: 781.187561
	Iteration 14Q: 3 clusters Score -246841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -246852.421875 Penalty: 781.187561
	Iteration 15Q: 3 clusters Score -246852.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -246861.015625 Penalty: 781.187561
	Iteration 16Q: 3 clusters Score -246861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -246872.093750 Penalty: 781.187561
	Iteration 17Q: 3 clusters Score -246872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -246878.203125 Penalty: 781.187561
	Iteration 18Q: 3 clusters Score -246878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -246880.218750 Penalty: 781.187561
	Iteration 19Q: 3 clusters Score -246880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -246882.453125 Penalty: 781.187561
	Iteration 20F: 3 clusters Score -246882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -246888.859375 Penalty: 781.187561
	Iteration 21Q: 3 clusters Score -246888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -246894.921875 Penalty: 781.187561
	Iteration 22Q: 3 clusters Score -246894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -246901.156250 Penalty: 781.187561
	Iteration 23Q: 3 clusters Score -246901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -246902.421875 Penalty: 781.187561
	Iteration 24Q: 3 clusters Score -246902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -246902.906250 Penalty: 781.187561
	Iteration 25Q: 3 clusters Score -246902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -246902.906250 Penalty: 781.187561
	Iteration 26F: 3 clusters Score -246902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -368514.343750 Penalty: 407.455261
	Iteration 0F: 2 clusters Score -368514.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -363358.500000 Penalty: 814.910522
	Iteration 0F: 3 clusters Score -363358.5 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -365405.187500 Penalty: 814.910522
	Iteration 1F: 3 clusters Score -365405.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -365708.906250 Penalty: 814.910522
	Iteration 2F: 3 clusters Score -365708.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -366058.343750 Penalty: 814.910522
	Iteration 3F: 3 clusters Score -366058.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -366490.187500 Penalty: 814.910522
	Iteration 4F: 3 clusters Score -366490.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -366943.000000 Penalty: 814.910522
	Iteration 5F: 3 clusters Score -366943 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -367283.937500 Penalty: 814.910522
	Iteration 6F: 3 clusters Score -367283.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -367517.781250 Penalty: 814.910522
	Iteration 7Q: 3 clusters Score -367517.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -367658.375000 Penalty: 814.910522
	Iteration 8Q: 3 clusters Score -367658.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -367742.625000 Penalty: 814.910522
	Iteration 9Q: 3 clusters Score -367742.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -367823.968750 Penalty: 814.910522
	Iteration 10Q: 3 clusters Score -367824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -367875.562500 Penalty: 814.910522
	Iteration 11Q: 3 clusters Score -367875.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -367909.781250 Penalty: 814.910522
	Iteration 12Q: 3 clusters Score -367909.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -367941.468750 Penalty: 814.910522
	Iteration 13Q: 3 clusters Score -367941.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -367967.625000 Penalty: 814.910522
	Iteration 14Q: 3 clusters Score -367967.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367987.156250 Penalty: 814.910522
	Iteration 15Q: 3 clusters Score -367987.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -368003.687500 Penalty: 814.910522
	Iteration 16Q: 3 clusters Score -368003.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -368015.750000 Penalty: 814.910522
	Iteration 17Q: 3 clusters Score -368015.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -368026.875000 Penalty: 814.910522
	Iteration 18Q: 3 clusters Score -368026.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -368038.937500 Penalty: 814.910522
	Iteration 19Q: 3 clusters Score -368038.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -368048.906250 Penalty: 814.910522
	Iteration 20F: 3 clusters Score -368048.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -368055.656250 Penalty: 814.910522
	Iteration 21Q: 3 clusters Score -368055.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -368063.812500 Penalty: 814.910522
	Iteration 22Q: 3 clusters Score -368063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -368068.343750 Penalty: 814.910522
	Iteration 23Q: 3 clusters Score -368068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -368072.406250 Penalty: 814.910522
	Iteration 24Q: 3 clusters Score -368072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -368074.312500 Penalty: 814.910522
	Iteration 25Q: 3 clusters Score -368074.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -368075.312500 Penalty: 814.910522
	Iteration 26Q: 3 clusters Score -368075.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -368077.218750 Penalty: 814.910522
	Iteration 27Q: 3 clusters Score -368077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -368078.625000 Penalty: 814.910522
	Iteration 28Q: 3 clusters Score -368078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -368078.968750 Penalty: 814.910522
	Iteration 29Q: 3 clusters Score -368079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -368078.531250 Penalty: 814.910522
	Iteration 30Q: 3 clusters Score -368078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -368080.562500 Penalty: 814.910522
	Iteration 31Q: 3 clusters Score -368080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -368080.031250 Penalty: 814.910522
	Iteration 32Q: 3 clusters Score -368080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -368080.625000 Penalty: 814.910522
	Iteration 33Q: 3 clusters Score -368080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -368082.062500 Penalty: 814.910522
	Iteration 34Q: 3 clusters Score -368082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368081.531250 Penalty: 814.910522
	Iteration 35Q: 3 clusters Score -368081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -368081.968750 Penalty: 814.910522
	Iteration 36Q: 3 clusters Score -368082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -368081.843750 Penalty: 814.910522
	Iteration 37Q: 3 clusters Score -368081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -368081.500000 Penalty: 814.910522
	Iteration 38Q: 3 clusters Score -368081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -368082.531250 Penalty: 814.910522
	Iteration 39Q: 3 clusters Score -368082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -368082.531250 Penalty: 814.910522
	Iteration 40F: 3 clusters Score -368082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17690.130859 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17690.13 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 180 members 
Entering Unmasked Estep 
Score: -17270.027344 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17270.03 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17366.855469 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17366.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17421.753906 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17421.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17449.013672 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -17449.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17457.109375 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17457.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17460.080078 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17460.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17461.753906 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17461.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17463.470703 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17463.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17466.931641 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17466.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17468.917969 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17468.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17471.406250 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17471.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17475.251953 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17475.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17476.849609 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17476.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17477.791016 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -17477.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17477.945312 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -17477.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17477.945312 Penalty: 540.555603
	Iteration 15F: 3 clusters Score -17477.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Entering Unmasked Estep 
Score: -3897446.500000 Penalty: 511.776703
	Iteration 0F: 2 clusters Score -3897446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -3845582.750000 Penalty: 1023.553406
	Iteration 0F: 3 clusters Score -3845583 nChanged 37450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3868921.500000 Penalty: 1023.553406
	Iteration 1F: 3 clusters Score -3868922 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -3870590.500000 Penalty: 1023.553406
	Iteration 2Q: 3 clusters Score -3870590 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -3872958.250000 Penalty: 1023.553406
	Iteration 3F: 3 clusters Score -3872958 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3876231.000000 Penalty: 1023.553406
	Iteration 4F: 3 clusters Score -3876231 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3880304.750000 Penalty: 1023.553406
	Iteration 5F: 3 clusters Score -3880305 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3884128.500000 Penalty: 1023.553406
	Iteration 6F: 3 clusters Score -3884128 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3886556.500000 Penalty: 1023.553406
	Iteration 7F: 3 clusters Score -3886556 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3887536.000000 Penalty: 1023.553406
	Iteration 8Q: 3 clusters Score -3887536 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3887920.750000 Penalty: 1023.553406
	Iteration 9Q: 3 clusters Score -3887921 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3888125.000000 Penalty: 1023.553406
	Iteration 10Q: 3 clusters Score -3888125 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3888289.500000 Penalty: 1023.553406
	Iteration 11Q: 3 clusters Score -3888290 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3888381.250000 Penalty: 1023.553406
	Iteration 12Q: 3 clusters Score -3888381 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3888509.000000 Penalty: 1023.553406
	Iteration 13Q: 3 clusters Score -3888509 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3888649.500000 Penalty: 1023.553406
	Iteration 14Q: 3 clusters Score -3888650 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3888765.250000 Penalty: 1023.553406
	Iteration 15Q: 3 clusters Score -3888765 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3888889.250000 Penalty: 1023.553406
	Iteration 16Q: 3 clusters Score -3888889 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3889017.500000 Penalty: 1023.553406
	Iteration 17Q: 3 clusters Score -3889018 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3889161.000000 Penalty: 1023.553406
	Iteration 18Q: 3 clusters Score -3889161 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3889327.000000 Penalty: 1023.553406
	Iteration 19Q: 3 clusters Score -3889327 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3889509.500000 Penalty: 1023.553406
	Iteration 20F: 3 clusters Score -3889510 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3889709.250000 Penalty: 1023.553406
	Iteration 21Q: 3 clusters Score -3889709 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3889928.250000 Penalty: 1023.553406
	Iteration 22Q: 3 clusters Score -3889928 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3890200.000000 Penalty: 1023.553406
	Iteration 23Q: 3 clusters Score -3890200 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3890513.500000 Penalty: 1023.553406
	Iteration 24Q: 3 clusters Score -3890514 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3890850.250000 Penalty: 1023.553406
	Iteration 25Q: 3 clusters Score -3890850 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3891155.500000 Penalty: 1023.553406
	Iteration 26Q: 3 clusters Score -3891156 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3891542.250000 Penalty: 1023.553406
	Iteration 27Q: 3 clusters Score -3891542 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3891930.250000 Penalty: 1023.553406
	Iteration 28Q: 3 clusters Score -3891930 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3892341.000000 Penalty: 1023.553406
	Iteration 29Q: 3 clusters Score -3892341 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3892799.500000 Penalty: 1023.553406
	Iteration 30Q: 3 clusters Score -3892800 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3893255.750000 Penalty: 1023.553406
	Iteration 31Q: 3 clusters Score -3893256 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3893781.000000 Penalty: 1023.553406
	Iteration 32Q: 3 clusters Score -3893781 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3894250.250000 Penalty: 1023.553406
	Iteration 33Q: 3 clusters Score -3894250 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3894674.000000 Penalty: 1023.553406
	Iteration 34Q: 3 clusters Score -3894674 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3895057.250000 Penalty: 1023.553406
	Iteration 35Q: 3 clusters Score -3895057 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3895371.250000 Penalty: 1023.553406
	Iteration 36Q: 3 clusters Score -3895371 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73376 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3895683.500000 Penalty: 1023.553406
	Iteration 37Q: 3 clusters Score -3895684 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3895977.750000 Penalty: 1023.553406
	Iteration 38Q: 3 clusters Score -3895978 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3896211.250000 Penalty: 1023.553406
	Iteration 39Q: 3 clusters Score -3896211 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3896381.500000 Penalty: 1023.553406
	Iteration 40F: 3 clusters Score -3896382 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3896521.750000 Penalty: 1023.553406
	Iteration 41Q: 3 clusters Score -3896522 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3896654.500000 Penalty: 1023.553406
	Iteration 42Q: 3 clusters Score -3896654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3896763.250000 Penalty: 1023.553406
	Iteration 43Q: 3 clusters Score -3896763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3896844.000000 Penalty: 1023.553406
	Iteration 44Q: 3 clusters Score -3896844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3896905.500000 Penalty: 1023.553406
	Iteration 45Q: 3 clusters Score -3896906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3896938.750000 Penalty: 1023.553406
	Iteration 46Q: 3 clusters Score -3896939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3896971.250000 Penalty: 1023.553406
	Iteration 47Q: 3 clusters Score -3896971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3896999.250000 Penalty: 1023.553406
	Iteration 48Q: 3 clusters Score -3896999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3897002.250000 Penalty: 1023.553406
	Iteration 49Q: 3 clusters Score -3897002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3897005.500000 Penalty: 1023.553406
	Iteration 50Q: 3 clusters Score -3897006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3897014.250000 Penalty: 1023.553406
	Iteration 51Q: 3 clusters Score -3897014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3897024.000000 Penalty: 1023.553406
	Iteration 52Q: 3 clusters Score -3897024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3897025.250000 Penalty: 1023.553406
	Iteration 53Q: 3 clusters Score -3897025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3897029.250000 Penalty: 1023.553406
	Iteration 54Q: 3 clusters Score -3897029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3897030.000000 Penalty: 1023.553406
	Iteration 55Q: 3 clusters Score -3897030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3897032.250000 Penalty: 1023.553406
	Iteration 56Q: 3 clusters Score -3897032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3897035.500000 Penalty: 1023.553406
	Iteration 57Q: 3 clusters Score -3897036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3897044.000000 Penalty: 1023.553406
	Iteration 58Q: 3 clusters Score -3897044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3897049.500000 Penalty: 1023.553406
	Iteration 59Q: 3 clusters Score -3897050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3897056.500000 Penalty: 1023.553406
	Iteration 60F: 3 clusters Score -3897056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3897057.750000 Penalty: 1023.553406
	Iteration 61Q: 3 clusters Score -3897058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3897063.500000 Penalty: 1023.553406
	Iteration 62Q: 3 clusters Score -3897064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3897066.500000 Penalty: 1023.553406
	Iteration 63Q: 3 clusters Score -3897066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3897073.500000 Penalty: 1023.553406
	Iteration 64Q: 3 clusters Score -3897074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3897075.000000 Penalty: 1023.553406
	Iteration 65Q: 3 clusters Score -3897075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3897079.000000 Penalty: 1023.553406
	Iteration 66Q: 3 clusters Score -3897079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3897079.500000 Penalty: 1023.553406
	Iteration 67Q: 3 clusters Score -3897080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3897079.750000 Penalty: 1023.553406
	Iteration 68Q: 3 clusters Score -3897080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3897080.000000 Penalty: 1023.553406
	Iteration 69Q: 3 clusters Score -3897080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3897079.750000 Penalty: 1023.553406
	Iteration 70Q: 3 clusters Score -3897080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3897081.000000 Penalty: 1023.553406
	Iteration 71Q: 3 clusters Score -3897081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3897082.000000 Penalty: 1023.553406
	Iteration 72Q: 3 clusters Score -3897082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3897082.500000 Penalty: 1023.553406
	Iteration 73Q: 3 clusters Score -3897082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3897082.500000 Penalty: 1023.553406
	Iteration 74F: 3 clusters Score -3897082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -155585.031250 Penalty: 362.935089
	Iteration 0F: 2 clusters Score -155585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -153579.984375 Penalty: 725.870178
	Iteration 0F: 3 clusters Score -153580 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -154321.015625 Penalty: 725.870178
	Iteration 1F: 3 clusters Score -154321 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -154454.203125 Penalty: 725.870178
	Iteration 2F: 3 clusters Score -154454.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -154596.656250 Penalty: 725.870178
	Iteration 3F: 3 clusters Score -154596.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -154756.203125 Penalty: 725.870178
	Iteration 4F: 3 clusters Score -154756.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -154910.343750 Penalty: 725.870178
	Iteration 5F: 3 clusters Score -154910.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -155059.125000 Penalty: 725.870178
	Iteration 6Q: 3 clusters Score -155059.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -155153.203125 Penalty: 725.870178
	Iteration 7Q: 3 clusters Score -155153.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -155185.906250 Penalty: 725.870178
	Iteration 8Q: 3 clusters Score -155185.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -155202.765625 Penalty: 725.870178
	Iteration 9Q: 3 clusters Score -155202.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -155217.406250 Penalty: 725.870178
	Iteration 10Q: 3 clusters Score -155217.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -155225.453125 Penalty: 725.870178
	Iteration 11Q: 3 clusters Score -155225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -155233.343750 Penalty: 725.870178
	Iteration 12Q: 3 clusters Score -155233.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -155238.500000 Penalty: 725.870178
	Iteration 13Q: 3 clusters Score -155238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -155243.125000 Penalty: 725.870178
	Iteration 14Q: 3 clusters Score -155243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -155246.046875 Penalty: 725.870178
	Iteration 15Q: 3 clusters Score -155246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -155247.234375 Penalty: 725.870178
	Iteration 16Q: 3 clusters Score -155247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -155248.250000 Penalty: 725.870178
	Iteration 17Q: 3 clusters Score -155248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -155250.468750 Penalty: 725.870178
	Iteration 18Q: 3 clusters Score -155250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -155251.968750 Penalty: 725.870178
	Iteration 19Q: 3 clusters Score -155252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -155252.562500 Penalty: 725.870178
	Iteration 20F: 3 clusters Score -155252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -155253.359375 Penalty: 725.870178
	Iteration 21Q: 3 clusters Score -155253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -155253.359375 Penalty: 725.870178
	Iteration 22F: 3 clusters Score -155253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -27142.994141 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -27142.99 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 301 members 
Entering Unmasked Estep 
Score: -26592.140625 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -26592.14 nChanged 206
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: -26749.140625 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -26749.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26783.511719 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -26783.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26800.447266 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -26800.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26814.023438 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -26814.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26825.054688 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -26825.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26835.482422 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -26835.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26839.656250 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -26839.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26842.513672 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -26842.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26845.550781 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -26845.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26848.013672 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -26848.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26850.068359 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -26850.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26850.945312 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -26850.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26853.486328 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -26853.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26853.902344 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -26853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26854.388672 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -26854.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26855.414062 Penalty: 579.035522
	Iteration 16Q: 3 clusters Score -26855.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26856.046875 Penalty: 579.035522
	Iteration 17Q: 3 clusters Score -26856.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26856.345703 Penalty: 579.035522
	Iteration 18Q: 3 clusters Score -26856.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26856.345703 Penalty: 579.035522
	Iteration 19F: 3 clusters Score -26856.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 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 108 members 
Entering Unmasked Estep 
Score: -10149.881836 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10149.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10218.236328 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10218.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10234.950195 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10234.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10242.407227 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10242.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10249.239258 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10249.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10250.416992 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10250.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10250.801758 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10250.801758 Penalty: 497.208710
	Iteration 7F: 3 clusters Score -10250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Entering Unmasked Estep 
Score: -1441298.375000 Penalty: 469.167938
	Iteration 0F: 2 clusters Score -1441298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1421276.125000 Penalty: 938.335876
	Iteration 0F: 3 clusters Score -1421276 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1429792.375000 Penalty: 938.335876
	Iteration 1F: 3 clusters Score -1429792 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1430167.125000 Penalty: 938.335876
	Iteration 2Q: 3 clusters Score -1430167 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1430595.125000 Penalty: 938.335876
	Iteration 3Q: 3 clusters Score -1430595 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1431273.750000 Penalty: 938.335876
	Iteration 4Q: 3 clusters Score -1431274 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1432471.750000 Penalty: 938.335876
	Iteration 5F: 3 clusters Score -1432472 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -1434359.750000 Penalty: 938.335876
	Iteration 6F: 3 clusters Score -1434360 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -1436768.000000 Penalty: 938.335876
	Iteration 7F: 3 clusters Score -1436768 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -1438812.125000 Penalty: 938.335876
	Iteration 8F: 3 clusters Score -1438812 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -1439903.750000 Penalty: 938.335876
	Iteration 9Q: 3 clusters Score -1439904 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -1440439.250000 Penalty: 938.335876
	Iteration 10Q: 3 clusters Score -1440439 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -1440668.625000 Penalty: 938.335876
	Iteration 11Q: 3 clusters Score -1440669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -1440773.125000 Penalty: 938.335876
	Iteration 12Q: 3 clusters Score -1440773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -1440819.250000 Penalty: 938.335876
	Iteration 13Q: 3 clusters Score -1440819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1440840.125000 Penalty: 938.335876
	Iteration 14Q: 3 clusters Score -1440840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -1440862.000000 Penalty: 938.335876
	Iteration 15Q: 3 clusters Score -1440862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -1440878.375000 Penalty: 938.335876
	Iteration 16Q: 3 clusters Score -1440878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -1440887.625000 Penalty: 938.335876
	Iteration 17Q: 3 clusters Score -1440888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -1440892.750000 Penalty: 938.335876
	Iteration 18Q: 3 clusters Score -1440893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -1440897.000000 Penalty: 938.335876
	Iteration 19Q: 3 clusters Score -1440897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -1440896.250000 Penalty: 938.335876
	Iteration 20F: 3 clusters Score -1440896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -1440896.250000 Penalty: 938.335876
	Iteration 21Q: 3 clusters Score -1440896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -1440896.250000 Penalty: 938.335876
	Iteration 22F: 3 clusters Score -1440896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (271681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271681 members 
Entering Unmasked Estep 
Score: -13318846.000000 Penalty: 569.313477
	Iteration 0F: 2 clusters Score -1.331885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -13143491.000000 Penalty: 1138.626953
	Iteration 0F: 3 clusters Score -1.314349e+07 nChanged 134171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129197 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -13228918.000000 Penalty: 1138.626953
	Iteration 1F: 3 clusters Score -1.322892e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124646 members 
Mstep: Class 2 contains 147035 members 
Entering Unmasked Estep 
Score: -13233790.000000 Penalty: 1138.626953
	Iteration 2Q: 3 clusters Score -1.323379e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -13241619.000000 Penalty: 1138.626953
	Iteration 3F: 3 clusters Score -1.324162e+07 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -13254314.000000 Penalty: 1138.626953
	Iteration 4F: 3 clusters Score -1.325431e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -13271278.000000 Penalty: 1138.626953
	Iteration 5F: 3 clusters Score -1.327128e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 182269 members 
Entering Unmasked Estep 
Score: -13287554.000000 Penalty: 1138.626953
	Iteration 6F: 3 clusters Score -1.328755e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 187255 members 
Entering Unmasked Estep 
Score: -13297618.000000 Penalty: 1138.626953
	Iteration 7F: 3 clusters Score -1.329762e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 190358 members 
Entering Unmasked Estep 
Score: -13302192.000000 Penalty: 1138.626953
	Iteration 8Q: 3 clusters Score -1.330219e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 192736 members 
Entering Unmasked Estep 
Score: -13304889.000000 Penalty: 1138.626953
	Iteration 9Q: 3 clusters Score -1.330489e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 194704 members 
Entering Unmasked Estep 
Score: -13306867.000000 Penalty: 1138.626953
	Iteration 10Q: 3 clusters Score -1.330687e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 196332 members 
Entering Unmasked Estep 
Score: -13308260.000000 Penalty: 1138.626953
	Iteration 11Q: 3 clusters Score -1.330826e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 197783 members 
Entering Unmasked Estep 
Score: -13309195.000000 Penalty: 1138.626953
	Iteration 12Q: 3 clusters Score -1.33092e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 199121 members 
Entering Unmasked Estep 
Score: -13309794.000000 Penalty: 1138.626953
	Iteration 13Q: 3 clusters Score -1.330979e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 200296 members 
Entering Unmasked Estep 
Score: -13310203.000000 Penalty: 1138.626953
	Iteration 14Q: 3 clusters Score -1.33102e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 201443 members 
Entering Unmasked Estep 
Score: -13310463.000000 Penalty: 1138.626953
	Iteration 15Q: 3 clusters Score -1.331046e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 202555 members 
Entering Unmasked Estep 
Score: -13310757.000000 Penalty: 1138.626953
	Iteration 16Q: 3 clusters Score -1.331076e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 203622 members 
Entering Unmasked Estep 
Score: -13311023.000000 Penalty: 1138.626953
	Iteration 17Q: 3 clusters Score -1.331102e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 204634 members 
Entering Unmasked Estep 
Score: -13311115.000000 Penalty: 1138.626953
	Iteration 18Q: 3 clusters Score -1.331112e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 205631 members 
Entering Unmasked Estep 
Score: -13311258.000000 Penalty: 1138.626953
	Iteration 19Q: 3 clusters Score -1.331126e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 206627 members 
Entering Unmasked Estep 
Score: -13311340.000000 Penalty: 1138.626953
	Iteration 20F: 3 clusters Score -1.331134e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 207611 members 
Entering Unmasked Estep 
Score: -13311490.000000 Penalty: 1138.626953
	Iteration 21Q: 3 clusters Score -1.331149e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 208600 members 
Entering Unmasked Estep 
Score: -13311596.000000 Penalty: 1138.626953
	Iteration 22Q: 3 clusters Score -1.33116e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 209630 members 
Entering Unmasked Estep 
Score: -13311734.000000 Penalty: 1138.626953
	Iteration 23Q: 3 clusters Score -1.331173e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 210755 members 
Entering Unmasked Estep 
Score: -13311833.000000 Penalty: 1138.626953
	Iteration 24Q: 3 clusters Score -1.331183e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 211946 members 
Entering Unmasked Estep 
Score: -13311937.000000 Penalty: 1138.626953
	Iteration 25Q: 3 clusters Score -1.331194e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 213171 members 
Entering Unmasked Estep 
Score: -13312054.000000 Penalty: 1138.626953
	Iteration 26Q: 3 clusters Score -1.331205e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 214421 members 
Entering Unmasked Estep 
Score: -13312130.000000 Penalty: 1138.626953
	Iteration 27Q: 3 clusters Score -1.331213e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 215742 members 
Entering Unmasked Estep 
Score: -13312220.000000 Penalty: 1138.626953
	Iteration 28Q: 3 clusters Score -1.331222e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 217112 members 
Entering Unmasked Estep 
Score: -13312299.000000 Penalty: 1138.626953
	Iteration 29Q: 3 clusters Score -1.33123e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 218463 members 
Entering Unmasked Estep 
Score: -13312418.000000 Penalty: 1138.626953
	Iteration 30Q: 3 clusters Score -1.331242e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 219797 members 
Entering Unmasked Estep 
Score: -13312512.000000 Penalty: 1138.626953
	Iteration 31Q: 3 clusters Score -1.331251e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 221152 members 
Entering Unmasked Estep 
Score: -13312672.000000 Penalty: 1138.626953
	Iteration 32Q: 3 clusters Score -1.331267e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 222536 members 
Entering Unmasked Estep 
Score: -13312775.000000 Penalty: 1138.626953
	Iteration 33Q: 3 clusters Score -1.331278e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 223951 members 
Entering Unmasked Estep 
Score: -13312924.000000 Penalty: 1138.626953
	Iteration 34Q: 3 clusters Score -1.331292e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 225421 members 
Entering Unmasked Estep 
Score: -13313113.000000 Penalty: 1138.626953
	Iteration 35Q: 3 clusters Score -1.331311e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 226876 members 
Entering Unmasked Estep 
Score: -13313290.000000 Penalty: 1138.626953
	Iteration 36Q: 3 clusters Score -1.331329e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 228334 members 
Entering Unmasked Estep 
Score: -13313547.000000 Penalty: 1138.626953
	Iteration 37Q: 3 clusters Score -1.331355e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 229800 members 
Entering Unmasked Estep 
Score: -13313696.000000 Penalty: 1138.626953
	Iteration 38Q: 3 clusters Score -1.33137e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -13313888.000000 Penalty: 1138.626953
	Iteration 39Q: 3 clusters Score -1.331389e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 232924 members 
Entering Unmasked Estep 
Score: -13314121.000000 Penalty: 1138.626953
	Iteration 40F: 3 clusters Score -1.331412e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 234602 members 
Entering Unmasked Estep 
Score: -13314337.000000 Penalty: 1138.626953
	Iteration 41Q: 3 clusters Score -1.331434e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 236318 members 
Entering Unmasked Estep 
Score: -13314668.000000 Penalty: 1138.626953
	Iteration 42Q: 3 clusters Score -1.331467e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 238061 members 
Entering Unmasked Estep 
Score: -13314968.000000 Penalty: 1138.626953
	Iteration 43Q: 3 clusters Score -1.331497e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 239900 members 
Entering Unmasked Estep 
Score: -13315268.000000 Penalty: 1138.626953
	Iteration 44Q: 3 clusters Score -1.331527e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 241840 members 
Entering Unmasked Estep 
Score: -13315654.000000 Penalty: 1138.626953
	Iteration 45Q: 3 clusters Score -1.331565e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -13316083.000000 Penalty: 1138.626953
	Iteration 46Q: 3 clusters Score -1.331608e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 245785 members 
Entering Unmasked Estep 
Score: -13316459.000000 Penalty: 1138.626953
	Iteration 47Q: 3 clusters Score -1.331646e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 247697 members 
Entering Unmasked Estep 
Score: -13316970.000000 Penalty: 1138.626953
	Iteration 48Q: 3 clusters Score -1.331697e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 249635 members 
Entering Unmasked Estep 
Score: -13317315.000000 Penalty: 1138.626953
	Iteration 49Q: 3 clusters Score -1.331732e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 251531 members 
Entering Unmasked Estep 
Score: -13317712.000000 Penalty: 1138.626953
	Iteration 50Q: 3 clusters Score -1.331771e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 253401 members 
Entering Unmasked Estep 
Score: -13317960.000000 Penalty: 1138.626953
	Iteration 51Q: 3 clusters Score -1.331796e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 255172 members 
Entering Unmasked Estep 
Score: -13318170.000000 Penalty: 1138.626953
	Iteration 52Q: 3 clusters Score -1.331817e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 256882 members 
Entering Unmasked Estep 
Score: -13318413.000000 Penalty: 1138.626953
	Iteration 53Q: 3 clusters Score -1.331841e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 258506 members 
Entering Unmasked Estep 
Score: -13318633.000000 Penalty: 1138.626953
	Iteration 54Q: 3 clusters Score -1.331863e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 259992 members 
Entering Unmasked Estep 
Score: -13318843.000000 Penalty: 1138.626953
	Iteration 55Q: 3 clusters Score -1.331884e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 261335 members 
Entering Unmasked Estep 
Score: -13319054.000000 Penalty: 1138.626953
	Iteration 56Q: 3 clusters Score -1.331905e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 262527 members 
Entering Unmasked Estep 
Score: -13319163.000000 Penalty: 1138.626953
	Iteration 57Q: 3 clusters Score -1.331916e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 263528 members 
Entering Unmasked Estep 
Score: -13319190.000000 Penalty: 1138.626953
	Iteration 58Q: 3 clusters Score -1.331919e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 264427 members 
Entering Unmasked Estep 
Score: -13319228.000000 Penalty: 1138.626953
	Iteration 59Q: 3 clusters Score -1.331923e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 265205 members 
Entering Unmasked Estep 
Score: -13319276.000000 Penalty: 1138.626953
	Iteration 60F: 3 clusters Score -1.331928e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 265858 members 
Entering Unmasked Estep 
Score: -13319273.000000 Penalty: 1138.626953
	Iteration 61Q: 3 clusters Score -1.331927e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 266411 members 
Entering Unmasked Estep 
Score: -13319304.000000 Penalty: 1138.626953
	Iteration 62Q: 3 clusters Score -1.33193e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 266889 members 
Entering Unmasked Estep 
Score: -13319303.000000 Penalty: 1138.626953
	Iteration 63Q: 3 clusters Score -1.33193e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 267292 members 
Entering Unmasked Estep 
Score: -13319276.000000 Penalty: 1138.626953
	Iteration 64Q: 3 clusters Score -1.331928e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 267606 members 
Entering Unmasked Estep 
Score: -13319259.000000 Penalty: 1138.626953
	Iteration 65Q: 3 clusters Score -1.331926e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 267852 members 
Entering Unmasked Estep 
Score: -13319213.000000 Penalty: 1138.626953
	Iteration 66Q: 3 clusters Score -1.331921e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 268075 members 
Entering Unmasked Estep 
Score: -13319204.000000 Penalty: 1138.626953
	Iteration 67Q: 3 clusters Score -1.33192e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 268255 members 
Entering Unmasked Estep 
Score: -13319184.000000 Penalty: 1138.626953
	Iteration 68Q: 3 clusters Score -1.331918e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 268429 members 
Entering Unmasked Estep 
Score: -13319157.000000 Penalty: 1138.626953
	Iteration 69Q: 3 clusters Score -1.331916e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 268578 members 
Entering Unmasked Estep 
Score: -13319136.000000 Penalty: 1138.626953
	Iteration 70Q: 3 clusters Score -1.331914e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 268712 members 
Entering Unmasked Estep 
Score: -13319143.000000 Penalty: 1138.626953
	Iteration 71Q: 3 clusters Score -1.331914e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 268826 members 
Entering Unmasked Estep 
Score: -13319079.000000 Penalty: 1138.626953
	Iteration 72Q: 3 clusters Score -1.331908e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 268928 members 
Entering Unmasked Estep 
Score: -13319061.000000 Penalty: 1138.626953
	Iteration 73Q: 3 clusters Score -1.331906e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 269022 members 
Entering Unmasked Estep 
Score: -13319047.000000 Penalty: 1138.626953
	Iteration 74Q: 3 clusters Score -1.331905e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 269099 members 
Entering Unmasked Estep 
Score: -13319031.000000 Penalty: 1138.626953
	Iteration 75Q: 3 clusters Score -1.331903e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 269168 members 
Entering Unmasked Estep 
Score: -13319045.000000 Penalty: 1138.626953
	Iteration 76Q: 3 clusters Score -1.331904e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 269234 members 
Entering Unmasked Estep 
Score: -13319038.000000 Penalty: 1138.626953
	Iteration 77Q: 3 clusters Score -1.331904e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 269297 members 
Entering Unmasked Estep 
Score: -13319026.000000 Penalty: 1138.626953
	Iteration 78Q: 3 clusters Score -1.331903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 269342 members 
Entering Unmasked Estep 
Score: -13319016.000000 Penalty: 1138.626953
	Iteration 79Q: 3 clusters Score -1.331902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 269377 members 
Entering Unmasked Estep 
Score: -13319007.000000 Penalty: 1138.626953
	Iteration 80F: 3 clusters Score -1.331901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 269400 members 
Entering Unmasked Estep 
Score: -13319004.000000 Penalty: 1138.626953
	Iteration 81Q: 3 clusters Score -1.3319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 269428 members 
Entering Unmasked Estep 
Score: -13319008.000000 Penalty: 1138.626953
	Iteration 82Q: 3 clusters Score -1.331901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 269454 members 
Entering Unmasked Estep 
Score: -13319004.000000 Penalty: 1138.626953
	Iteration 83Q: 3 clusters Score -1.3319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 269482 members 
Entering Unmasked Estep 
Score: -13319009.000000 Penalty: 1138.626953
	Iteration 84Q: 3 clusters Score -1.331901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 269511 members 
Entering Unmasked Estep 
Score: -13319020.000000 Penalty: 1138.626953
	Iteration 85Q: 3 clusters Score -1.331902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 269530 members 
Entering Unmasked Estep 
Score: -13319015.000000 Penalty: 1138.626953
	Iteration 86Q: 3 clusters Score -1.331902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 269553 members 
Entering Unmasked Estep 
Score: -13319008.000000 Penalty: 1138.626953
	Iteration 87Q: 3 clusters Score -1.331901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 269569 members 
Entering Unmasked Estep 
Score: -13319017.000000 Penalty: 1138.626953
	Iteration 88Q: 3 clusters Score -1.331902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 269578 members 
Entering Unmasked Estep 
Score: -13319021.000000 Penalty: 1138.626953
	Iteration 89Q: 3 clusters Score -1.331902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 269581 members 
Entering Unmasked Estep 
Score: -13319017.000000 Penalty: 1138.626953
	Iteration 90Q: 3 clusters Score -1.331902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 269590 members 
Entering Unmasked Estep 
Score: -13319012.000000 Penalty: 1138.626953
	Iteration 91Q: 3 clusters Score -1.331901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 269599 members 
Entering Unmasked Estep 
Score: -13319009.000000 Penalty: 1138.626953
	Iteration 92Q: 3 clusters Score -1.331901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 269606 members 
Entering Unmasked Estep 
Score: -13319016.000000 Penalty: 1138.626953
	Iteration 93Q: 3 clusters Score -1.331902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 269619 members 
Entering Unmasked Estep 
Score: -13318994.000000 Penalty: 1138.626953
	Iteration 94Q: 3 clusters Score -1.331899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 269625 members 
Entering Unmasked Estep 
Score: -13319004.000000 Penalty: 1138.626953
	Iteration 95Q: 3 clusters Score -1.3319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 269631 members 
Entering Unmasked Estep 
Score: -13319005.000000 Penalty: 1138.626953
	Iteration 96Q: 3 clusters Score -1.3319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 269634 members 
Entering Unmasked Estep 
Score: -13319005.000000 Penalty: 1138.626953
	Iteration 97Q: 3 clusters Score -1.3319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 269641 members 
Entering Unmasked Estep 
Score: -13319007.000000 Penalty: 1138.626953
	Iteration 98Q: 3 clusters Score -1.331901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 269648 members 
Entering Unmasked Estep 
Score: -13319001.000000 Penalty: 1138.626953
	Iteration 99Q: 3 clusters Score -1.3319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 269654 members 
Entering Unmasked Estep 
Score: -13319001.000000 Penalty: 1138.626953
	Iteration 100F: 3 clusters Score -1.3319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 269656 members 
Entering Unmasked Estep 
Score: -13318996.000000 Penalty: 1138.626953
	Iteration 101Q: 3 clusters Score -1.3319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 269656 members 
Entering Unmasked Estep 
Score: -13318996.000000 Penalty: 1138.626953
	Iteration 102F: 3 clusters Score -1.3319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76714 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 269656 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113145 members 
Entering Unmasked Estep 
Score: -25302860.000000 Penalty: 13195.011719
Splitting cluster 14 changes total score from -25302754.000000 to -25302860.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19324.107422 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19324.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18894.132812 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18894.13 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18991.050781 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18991.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19012.796875 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19012.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19022.101562 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -19022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19027.619141 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19027.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19031.175781 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19031.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19036.791016 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19036.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19040.328125 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19040.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19046.335938 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19046.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19051.765625 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19051.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19058.748047 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19058.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19065.066406 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19065.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19067.601562 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19073.042969 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19073.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19076.312500 Penalty: 548.792358
	Iteration 14Q: 3 clusters Score -19076.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19084.535156 Penalty: 548.792358
	Iteration 15Q: 3 clusters Score -19084.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19093.302734 Penalty: 548.792358
	Iteration 16Q: 3 clusters Score -19093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19096.216797 Penalty: 548.792358
	Iteration 17Q: 3 clusters Score -19096.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19097.351562 Penalty: 548.792358
	Iteration 18Q: 3 clusters Score -19097.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19101.023438 Penalty: 548.792358
	Iteration 19Q: 3 clusters Score -19101.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19102.427734 Penalty: 548.792358
	Iteration 20F: 3 clusters Score -19102.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19102.693359 Penalty: 548.792358
	Iteration 21Q: 3 clusters Score -19102.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19102.693359 Penalty: 548.792358
	Iteration 22F: 3 clusters Score -19102.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6071.945312 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6071.945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6107.594727 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6107.595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6116.659180 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6116.659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6121.788574 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6121.789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6125.739746 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6125.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6125.739746 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6125.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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: -34766.164062 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34766.16 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34947.425781 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34947.43 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35001.945312 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -35001.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35029.160156 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -35029.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35051.406250 Penalty: 602.910706
	Iteration 4F: 3 clusters Score -35051.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35074.039062 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35074.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35092.832031 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35092.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35107.597656 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35120.792969 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35120.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35126.964844 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35126.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35133.320312 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35133.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -35136.562500 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35136.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -35140.160156 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35140.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35145.679688 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35145.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -35154.074219 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35154.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35162.191406 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35162.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35167.574219 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35167.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35172.546875 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35172.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35175.843750 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35175.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35179.671875 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -35179.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35183.300781 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -35183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -35190.144531 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -35190.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35196.285156 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -35196.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35202.566406 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -35202.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -35216.371094 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -35216.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -35224.757812 Penalty: 602.910706
	Iteration 25Q: 3 clusters Score -35224.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35229.738281 Penalty: 602.910706
	Iteration 26Q: 3 clusters Score -35229.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -35234.597656 Penalty: 602.910706
	Iteration 27Q: 3 clusters Score -35234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35240.761719 Penalty: 602.910706
	Iteration 28Q: 3 clusters Score -35240.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -35242.621094 Penalty: 602.910706
	Iteration 29Q: 3 clusters Score -35242.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -35244.128906 Penalty: 602.910706
	Iteration 30Q: 3 clusters Score -35244.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35246.621094 Penalty: 602.910706
	Iteration 31Q: 3 clusters Score -35246.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -35249.675781 Penalty: 602.910706
	Iteration 32Q: 3 clusters Score -35249.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -35250.828125 Penalty: 602.910706
	Iteration 33Q: 3 clusters Score -35250.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -35251.234375 Penalty: 602.910706
	Iteration 34Q: 3 clusters Score -35251.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -35251.234375 Penalty: 602.910706
	Iteration 35F: 3 clusters Score -35251.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -7578.487305 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -7578.487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7298.136230 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -7298.136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7377.448730 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -7377.449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7404.431152 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -7404.431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7423.398926 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -7423.399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7428.998047 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -7428.998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7428.998047 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -7428.998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -547122.437500 Penalty: 425.831421
	Iteration 0F: 2 clusters Score -547122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -539404.437500 Penalty: 851.662842
	Iteration 0F: 3 clusters Score -539404.4 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -542709.750000 Penalty: 851.662842
	Iteration 1F: 3 clusters Score -542709.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -543101.125000 Penalty: 851.662842
	Iteration 2F: 3 clusters Score -543101.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -543623.125000 Penalty: 851.662842
	Iteration 3F: 3 clusters Score -543623.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -544334.625000 Penalty: 851.662842
	Iteration 4F: 3 clusters Score -544334.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -545072.625000 Penalty: 851.662842
	Iteration 5F: 3 clusters Score -545072.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -545677.625000 Penalty: 851.662842
	Iteration 6Q: 3 clusters Score -545677.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -546058.375000 Penalty: 851.662842
	Iteration 7Q: 3 clusters Score -546058.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -546298.687500 Penalty: 851.662842
	Iteration 8Q: 3 clusters Score -546298.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -546470.875000 Penalty: 851.662842
	Iteration 9Q: 3 clusters Score -546470.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -546588.250000 Penalty: 851.662842
	Iteration 10Q: 3 clusters Score -546588.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -546673.187500 Penalty: 851.662842
	Iteration 11Q: 3 clusters Score -546673.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -546724.562500 Penalty: 851.662842
	Iteration 12Q: 3 clusters Score -546724.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -546750.125000 Penalty: 851.662842
	Iteration 13Q: 3 clusters Score -546750.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -546763.750000 Penalty: 851.662842
	Iteration 14Q: 3 clusters Score -546763.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -546775.125000 Penalty: 851.662842
	Iteration 15Q: 3 clusters Score -546775.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -546783.437500 Penalty: 851.662842
	Iteration 16Q: 3 clusters Score -546783.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -546788.125000 Penalty: 851.662842
	Iteration 17Q: 3 clusters Score -546788.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -546790.812500 Penalty: 851.662842
	Iteration 18Q: 3 clusters Score -546790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -546792.437500 Penalty: 851.662842
	Iteration 19Q: 3 clusters Score -546792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -546793.375000 Penalty: 851.662842
	Iteration 20F: 3 clusters Score -546793.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -546796.375000 Penalty: 851.662842
	Iteration 21Q: 3 clusters Score -546796.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -546797.312500 Penalty: 851.662842
	Iteration 22Q: 3 clusters Score -546797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -546798.375000 Penalty: 851.662842
	Iteration 23Q: 3 clusters Score -546798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -546799.375000 Penalty: 851.662842
	Iteration 24Q: 3 clusters Score -546799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -546799.625000 Penalty: 851.662842
	Iteration 25Q: 3 clusters Score -546799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -546800.875000 Penalty: 851.662842
	Iteration 26Q: 3 clusters Score -546800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -546801.625000 Penalty: 851.662842
	Iteration 27Q: 3 clusters Score -546801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -546801.875000 Penalty: 851.662842
	Iteration 28Q: 3 clusters Score -546801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -546802.187500 Penalty: 851.662842
	Iteration 29Q: 3 clusters Score -546802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -546801.750000 Penalty: 851.662842
	Iteration 30Q: 3 clusters Score -546801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -546803.375000 Penalty: 851.662842
	Iteration 31Q: 3 clusters Score -546803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -546805.187500 Penalty: 851.662842
	Iteration 32Q: 3 clusters Score -546805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -546805.000000 Penalty: 851.662842
	Iteration 33Q: 3 clusters Score -546805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -546805.687500 Penalty: 851.662842
	Iteration 34Q: 3 clusters Score -546805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -546805.812500 Penalty: 851.662842
	Iteration 35Q: 3 clusters Score -546805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -546806.750000 Penalty: 851.662842
	Iteration 36Q: 3 clusters Score -546806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -546807.812500 Penalty: 851.662842
	Iteration 37Q: 3 clusters Score -546807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -546808.812500 Penalty: 851.662842
	Iteration 38Q: 3 clusters Score -546808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -546808.312500 Penalty: 851.662842
	Iteration 39Q: 3 clusters Score -546808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -546808.062500 Penalty: 851.662842
	Iteration 40F: 3 clusters Score -546808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -546808.062500 Penalty: 851.662842
	Iteration 41Q: 3 clusters Score -546808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -546806.687500 Penalty: 851.662842
	Iteration 42Q: 3 clusters Score -546806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -546808.500000 Penalty: 851.662842
	Iteration 43Q: 3 clusters Score -546808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -546808.750000 Penalty: 851.662842
	Iteration 44Q: 3 clusters Score -546808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -546810.875000 Penalty: 851.662842
	Iteration 45Q: 3 clusters Score -546810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -546810.625000 Penalty: 851.662842
	Iteration 46Q: 3 clusters Score -546810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -546810.625000 Penalty: 851.662842
	Iteration 47Q: 3 clusters Score -546810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -546811.250000 Penalty: 851.662842
	Iteration 48Q: 3 clusters Score -546811.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -546812.125000 Penalty: 851.662842
	Iteration 49Q: 3 clusters Score -546812.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -546813.937500 Penalty: 851.662842
	Iteration 50Q: 3 clusters Score -546813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -546814.875000 Penalty: 851.662842
	Iteration 51Q: 3 clusters Score -546814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -546816.375000 Penalty: 851.662842
	Iteration 52Q: 3 clusters Score -546816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -546816.812500 Penalty: 851.662842
	Iteration 53Q: 3 clusters Score -546816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -546817.562500 Penalty: 851.662842
	Iteration 54Q: 3 clusters Score -546817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -546816.562500 Penalty: 851.662842
	Iteration 55Q: 3 clusters Score -546816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -546818.312500 Penalty: 851.662842
	Iteration 56Q: 3 clusters Score -546818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -546818.500000 Penalty: 851.662842
	Iteration 57Q: 3 clusters Score -546818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -546818.500000 Penalty: 851.662842
	Iteration 58Q: 3 clusters Score -546818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -546817.875000 Penalty: 851.662842
	Iteration 59Q: 3 clusters Score -546817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -546817.750000 Penalty: 851.662842
	Iteration 60F: 3 clusters Score -546817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -16920.283203 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -16920.28 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 182 members 
Entering Unmasked Estep 
Score: -16500.937500 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -16500.94 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16590.820312 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -16590.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16613.757812 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -16613.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16636.691406 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -16636.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16646.083984 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -16646.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16652.478516 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -16652.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16655.669922 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -16655.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16656.500000 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -16656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16657.083984 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -16657.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16659.580078 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -16659.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16661.105469 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -16661.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16664.798828 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -16664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16664.798828 Penalty: 534.873962
	Iteration 12F: 3 clusters Score -16664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Entering Unmasked Estep 
Score: -5565481.000000 Penalty: 529.457336
	Iteration 0F: 2 clusters Score -5565481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -5488782.000000 Penalty: 1058.914673
	Iteration 0F: 3 clusters Score -5488782 nChanged 55594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -5523748.500000 Penalty: 1058.914673
	Iteration 1F: 3 clusters Score -5523748 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -5526431.500000 Penalty: 1058.914673
	Iteration 2Q: 3 clusters Score -5526432 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -5531004.500000 Penalty: 1058.914673
	Iteration 3F: 3 clusters Score -5531004 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -5537058.000000 Penalty: 1058.914673
	Iteration 4F: 3 clusters Score -5537058 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -5542292.500000 Penalty: 1058.914673
	Iteration 5F: 3 clusters Score -5542292 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -5544764.000000 Penalty: 1058.914673
	Iteration 6F: 3 clusters Score -5544764 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -5545593.500000 Penalty: 1058.914673
	Iteration 7Q: 3 clusters Score -5545594 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -5545984.000000 Penalty: 1058.914673
	Iteration 8Q: 3 clusters Score -5545984 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5546277.000000 Penalty: 1058.914673
	Iteration 9Q: 3 clusters Score -5546277 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5546537.500000 Penalty: 1058.914673
	Iteration 10Q: 3 clusters Score -5546538 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5546945.000000 Penalty: 1058.914673
	Iteration 11Q: 3 clusters Score -5546945 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5547409.000000 Penalty: 1058.914673
	Iteration 12Q: 3 clusters Score -5547409 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5547861.500000 Penalty: 1058.914673
	Iteration 13Q: 3 clusters Score -5547862 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -5548329.500000 Penalty: 1058.914673
	Iteration 14Q: 3 clusters Score -5548330 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5548886.000000 Penalty: 1058.914673
	Iteration 15Q: 3 clusters Score -5548886 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5549500.000000 Penalty: 1058.914673
	Iteration 16Q: 3 clusters Score -5549500 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5550106.500000 Penalty: 1058.914673
	Iteration 17Q: 3 clusters Score -5550106 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5550800.500000 Penalty: 1058.914673
	Iteration 18Q: 3 clusters Score -5550800 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5551497.500000 Penalty: 1058.914673
	Iteration 19Q: 3 clusters Score -5551498 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5552286.500000 Penalty: 1058.914673
	Iteration 20F: 3 clusters Score -5552286 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5553180.000000 Penalty: 1058.914673
	Iteration 21Q: 3 clusters Score -5553180 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5554169.000000 Penalty: 1058.914673
	Iteration 22Q: 3 clusters Score -5554169 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5555295.000000 Penalty: 1058.914673
	Iteration 23Q: 3 clusters Score -5555295 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5556398.000000 Penalty: 1058.914673
	Iteration 24Q: 3 clusters Score -5556398 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5557548.500000 Penalty: 1058.914673
	Iteration 25Q: 3 clusters Score -5557548 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5558743.000000 Penalty: 1058.914673
	Iteration 26Q: 3 clusters Score -5558743 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5559933.500000 Penalty: 1058.914673
	Iteration 27Q: 3 clusters Score -5559934 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -5560942.500000 Penalty: 1058.914673
	Iteration 28Q: 3 clusters Score -5560942 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5561842.000000 Penalty: 1058.914673
	Iteration 29Q: 3 clusters Score -5561842 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5562582.000000 Penalty: 1058.914673
	Iteration 30Q: 3 clusters Score -5562582 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5563081.500000 Penalty: 1058.914673
	Iteration 31Q: 3 clusters Score -5563082 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5563497.000000 Penalty: 1058.914673
	Iteration 32Q: 3 clusters Score -5563497 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5563810.000000 Penalty: 1058.914673
	Iteration 33Q: 3 clusters Score -5563810 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5564058.000000 Penalty: 1058.914673
	Iteration 34Q: 3 clusters Score -5564058 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5564215.500000 Penalty: 1058.914673
	Iteration 35Q: 3 clusters Score -5564216 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5564322.500000 Penalty: 1058.914673
	Iteration 36Q: 3 clusters Score -5564322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5564436.500000 Penalty: 1058.914673
	Iteration 37Q: 3 clusters Score -5564436 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5564515.500000 Penalty: 1058.914673
	Iteration 38Q: 3 clusters Score -5564516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5564578.500000 Penalty: 1058.914673
	Iteration 39Q: 3 clusters Score -5564578 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5564649.500000 Penalty: 1058.914673
	Iteration 40F: 3 clusters Score -5564650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5564662.000000 Penalty: 1058.914673
	Iteration 41Q: 3 clusters Score -5564662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110529 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5564679.500000 Penalty: 1058.914673
	Iteration 42Q: 3 clusters Score -5564680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110632 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5564709.000000 Penalty: 1058.914673
	Iteration 43Q: 3 clusters Score -5564709 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5564722.500000 Penalty: 1058.914673
	Iteration 44Q: 3 clusters Score -5564722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110833 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5564749.500000 Penalty: 1058.914673
	Iteration 45Q: 3 clusters Score -5564750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5564749.000000 Penalty: 1058.914673
	Iteration 46Q: 3 clusters Score -5564749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5564757.500000 Penalty: 1058.914673
	Iteration 47Q: 3 clusters Score -5564758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5564770.000000 Penalty: 1058.914673
	Iteration 48Q: 3 clusters Score -5564770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5564798.000000 Penalty: 1058.914673
	Iteration 49Q: 3 clusters Score -5564798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5564805.500000 Penalty: 1058.914673
	Iteration 50Q: 3 clusters Score -5564806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5564828.500000 Penalty: 1058.914673
	Iteration 51Q: 3 clusters Score -5564828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5564826.500000 Penalty: 1058.914673
	Iteration 52Q: 3 clusters Score -5564826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5564832.000000 Penalty: 1058.914673
	Iteration 53Q: 3 clusters Score -5564832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5564843.500000 Penalty: 1058.914673
	Iteration 54Q: 3 clusters Score -5564844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111503 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5564847.500000 Penalty: 1058.914673
	Iteration 55Q: 3 clusters Score -5564848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5564867.500000 Penalty: 1058.914673
	Iteration 56Q: 3 clusters Score -5564868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5564874.000000 Penalty: 1058.914673
	Iteration 57Q: 3 clusters Score -5564874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5564879.500000 Penalty: 1058.914673
	Iteration 58Q: 3 clusters Score -5564880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5564881.000000 Penalty: 1058.914673
	Iteration 59Q: 3 clusters Score -5564881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5564897.500000 Penalty: 1058.914673
	Iteration 60F: 3 clusters Score -5564898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111763 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5564895.000000 Penalty: 1058.914673
	Iteration 61Q: 3 clusters Score -5564895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111796 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5564898.000000 Penalty: 1058.914673
	Iteration 62Q: 3 clusters Score -5564898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5564904.500000 Penalty: 1058.914673
	Iteration 63Q: 3 clusters Score -5564904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5564915.000000 Penalty: 1058.914673
	Iteration 64Q: 3 clusters Score -5564915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5564941.000000 Penalty: 1058.914673
	Iteration 65Q: 3 clusters Score -5564941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5564946.000000 Penalty: 1058.914673
	Iteration 66Q: 3 clusters Score -5564946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5564944.000000 Penalty: 1058.914673
	Iteration 67Q: 3 clusters Score -5564944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5564954.500000 Penalty: 1058.914673
	Iteration 68Q: 3 clusters Score -5564954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5564976.500000 Penalty: 1058.914673
	Iteration 69Q: 3 clusters Score -5564976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5564982.500000 Penalty: 1058.914673
	Iteration 70Q: 3 clusters Score -5564982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5564983.000000 Penalty: 1058.914673
	Iteration 71Q: 3 clusters Score -5564983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5564984.500000 Penalty: 1058.914673
	Iteration 72Q: 3 clusters Score -5564984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5564983.000000 Penalty: 1058.914673
	Iteration 73Q: 3 clusters Score -5564983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112101 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5564981.500000 Penalty: 1058.914673
	Iteration 74Q: 3 clusters Score -5564982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5564980.000000 Penalty: 1058.914673
	Iteration 75Q: 3 clusters Score -5564980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5564980.000000 Penalty: 1058.914673
	Iteration 76Q: 3 clusters Score -5564980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5564984.500000 Penalty: 1058.914673
	Iteration 77Q: 3 clusters Score -5564984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112145 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5564990.500000 Penalty: 1058.914673
	Iteration 78Q: 3 clusters Score -5564990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5564983.000000 Penalty: 1058.914673
	Iteration 79Q: 3 clusters Score -5564983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5564981.000000 Penalty: 1058.914673
	Iteration 80F: 3 clusters Score -5564981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5564985.500000 Penalty: 1058.914673
	Iteration 81Q: 3 clusters Score -5564986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5564983.500000 Penalty: 1058.914673
	Iteration 82Q: 3 clusters Score -5564984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5564988.000000 Penalty: 1058.914673
	Iteration 83Q: 3 clusters Score -5564988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5564984.000000 Penalty: 1058.914673
	Iteration 84Q: 3 clusters Score -5564984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5564982.000000 Penalty: 1058.914673
	Iteration 85Q: 3 clusters Score -5564982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5564993.000000 Penalty: 1058.914673
	Iteration 86Q: 3 clusters Score -5564993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112267 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5564993.500000 Penalty: 1058.914673
	Iteration 87Q: 3 clusters Score -5564994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5564992.000000 Penalty: 1058.914673
	Iteration 88Q: 3 clusters Score -5564992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112290 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5564996.000000 Penalty: 1058.914673
	Iteration 89Q: 3 clusters Score -5564996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112302 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5565002.500000 Penalty: 1058.914673
	Iteration 90Q: 3 clusters Score -5565002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112315 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5565005.000000 Penalty: 1058.914673
	Iteration 91Q: 3 clusters Score -5565005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5565006.000000 Penalty: 1058.914673
	Iteration 92Q: 3 clusters Score -5565006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5565013.500000 Penalty: 1058.914673
	Iteration 93Q: 3 clusters Score -5565014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5565013.500000 Penalty: 1058.914673
	Iteration 94F: 3 clusters Score -5565014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76714 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30073 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302900.000000 Penalty: 13195.011719
Iteration 159Q: 23 clusters Score -2.53029e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76735 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30065 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 269580 members 
Mstep: Class 20 contains 11613 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 113131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302962.000000 Penalty: 13195.011719
Iteration 160F: 23 clusters Score -2.530296e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 7702 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76690 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30052 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 269978 members 
Mstep: Class 20 contains 11625 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 112833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302950.000000 Penalty: 13195.011719
Iteration 161Q: 23 clusters Score -2.530295e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 7676 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76656 members 
Mstep: Class 10 contains 2965 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30044 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 270371 members 
Mstep: Class 20 contains 11638 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 112498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302888.000000 Penalty: 13195.011719
Iteration 162Q: 23 clusters Score -2.530289e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5363 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76628 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30028 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 270731 members 
Mstep: Class 20 contains 11654 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 112164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302892.000000 Penalty: 13195.011719
Iteration 163Q: 23 clusters Score -2.530289e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 76605 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 30008 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 271078 members 
Mstep: Class 20 contains 11668 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 111852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302902.000000 Penalty: 13195.011719
Iteration 164Q: 23 clusters Score -2.53029e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5373 members 
Mstep: Class 7 contains 7659 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 76596 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29996 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 271391 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 111548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302860.000000 Penalty: 13195.011719
Iteration 165Q: 23 clusters Score -2.530286e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76595 members 
Mstep: Class 10 contains 2993 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29974 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 271690 members 
Mstep: Class 20 contains 11705 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 111264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302836.000000 Penalty: 13195.011719
Iteration 166Q: 23 clusters Score -2.530284e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5379 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76589 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29951 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 271973 members 
Mstep: Class 20 contains 11732 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 110992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302804.000000 Penalty: 13195.011719
Iteration 167Q: 23 clusters Score -2.53028e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5379 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76576 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29916 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 272272 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 110720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302804.000000 Penalty: 13195.011719
Iteration 168Q: 23 clusters Score -2.53028e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5383 members 
Mstep: Class 7 contains 7655 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76573 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29887 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 272559 members 
Mstep: Class 20 contains 11787 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 110442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302840.000000 Penalty: 13195.011719
Iteration 169Q: 23 clusters Score -2.530284e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 7653 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76574 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29858 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 272849 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 110167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302826.000000 Penalty: 13195.011719
Iteration 170Q: 23 clusters Score -2.530283e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76566 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29824 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 273152 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 109875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302790.000000 Penalty: 13195.011719
Iteration 171Q: 23 clusters Score -2.530279e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 7676 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76555 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29781 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 273459 members 
Mstep: Class 20 contains 11845 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 109586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302754.000000 Penalty: 13195.011719
Iteration 172Q: 23 clusters Score -2.530275e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76532 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29748 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 273780 members 
Mstep: Class 20 contains 11856 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 109300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302720.000000 Penalty: 13195.011719
Iteration 173Q: 23 clusters Score -2.530272e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76511 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29716 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 274107 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 108993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302710.000000 Penalty: 13195.011719
Iteration 174Q: 23 clusters Score -2.530271e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76495 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29686 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 274410 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 108699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302744.000000 Penalty: 13195.011719
Iteration 175Q: 23 clusters Score -2.530274e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76492 members 
Mstep: Class 10 contains 3051 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29653 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 274740 members 
Mstep: Class 20 contains 11906 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 108352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302710.000000 Penalty: 13195.011719
Iteration 176Q: 23 clusters Score -2.530271e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76478 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29631 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 275086 members 
Mstep: Class 20 contains 11911 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 107996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302670.000000 Penalty: 13195.011719
Iteration 177Q: 23 clusters Score -2.530267e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5416 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76482 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29604 members 
Mstep: Class 14 contains 2119 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 275423 members 
Mstep: Class 20 contains 11924 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 107628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302594.000000 Penalty: 13195.011719
Iteration 178Q: 23 clusters Score -2.530259e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76498 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29558 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 275746 members 
Mstep: Class 20 contains 11944 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 107279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302540.000000 Penalty: 13195.011719
Iteration 179Q: 23 clusters Score -2.530254e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5432 members 
Mstep: Class 7 contains 7805 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76525 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29525 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 276104 members 
Mstep: Class 20 contains 11955 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 106879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302472.000000 Penalty: 13195.011719
Iteration 180F: 23 clusters Score -2.530247e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76570 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 276451 members 
Mstep: Class 20 contains 11961 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 106473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302564.000000 Penalty: 13195.011719
Iteration 181Q: 23 clusters Score -2.530256e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5450 members 
Mstep: Class 7 contains 7819 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76631 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29467 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 276821 members 
Mstep: Class 20 contains 11969 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 106032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302472.000000 Penalty: 13195.011719
Iteration 182Q: 23 clusters Score -2.530247e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 7 contains 7825 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76675 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29437 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 277168 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 105638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302448.000000 Penalty: 13195.011719
Iteration 183Q: 23 clusters Score -2.530245e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2186 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76728 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 277514 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 105244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302366.000000 Penalty: 13195.011719
Iteration 184Q: 23 clusters Score -2.530237e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 7855 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76767 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29352 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 277872 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 104837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302340.000000 Penalty: 13195.011719
Iteration 185Q: 23 clusters Score -2.530234e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 7882 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76806 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29311 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278233 members 
Mstep: Class 20 contains 12001 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 104419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302318.000000 Penalty: 13195.011719
Iteration 186Q: 23 clusters Score -2.530232e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5485 members 
Mstep: Class 7 contains 7900 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76849 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29274 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278573 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 104030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302362.000000 Penalty: 13195.011719
Iteration 187Q: 23 clusters Score -2.530236e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 2498 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 7925 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76882 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29235 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278915 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 103649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302384.000000 Penalty: 13195.011719
Iteration 188Q: 23 clusters Score -2.530238e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2203 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 2507 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76910 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29190 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 279282 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 103244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302380.000000 Penalty: 13195.011719
Iteration 189Q: 23 clusters Score -2.530238e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76952 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 580 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 279585 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 102894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302362.000000 Penalty: 13195.011719
Iteration 190Q: 23 clusters Score -2.530236e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 76981 members 
Mstep: Class 10 contains 3206 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29094 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 279868 members 
Mstep: Class 20 contains 12019 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 102581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302350.000000 Penalty: 13195.011719
Iteration 191Q: 23 clusters Score -2.530235e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2214 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77014 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29050 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 280158 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 102256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302294.000000 Penalty: 13195.011719
Iteration 192Q: 23 clusters Score -2.530229e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 2529 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77042 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 29006 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 280435 members 
Mstep: Class 20 contains 12026 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 101938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302294.000000 Penalty: 13195.011719
Iteration 193Q: 23 clusters Score -2.530229e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77084 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28964 members 
Mstep: Class 14 contains 2162 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 280698 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 101623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302166.000000 Penalty: 13195.011719
Iteration 194Q: 23 clusters Score -2.530217e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 2541 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77142 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28919 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 280945 members 
Mstep: Class 20 contains 12036 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 101314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302190.000000 Penalty: 13195.011719
Iteration 195Q: 23 clusters Score -2.530219e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 8123 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77186 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28886 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 281182 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 101012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302152.000000 Penalty: 13195.011719
Iteration 196Q: 23 clusters Score -2.530215e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2222 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77223 members 
Mstep: Class 10 contains 3224 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 281370 members 
Mstep: Class 20 contains 12055 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 100791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302082.000000 Penalty: 13195.011719
Iteration 197Q: 23 clusters Score -2.530208e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 8153 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 77254 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28817 members 
Mstep: Class 14 contains 2190 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 281575 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 100562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302014.000000 Penalty: 13195.011719
Iteration 198Q: 23 clusters Score -2.530201e+07 nChanged 415
Entering ConstructFrom: 
Score: -25302014.000000 Penalty: 13195.011719
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9229.677734 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9229.678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9325.496094 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9325.496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9364.309570 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9364.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9399.157227 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -9399.157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9411.543945 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9411.544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9416.845703 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9416.846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9418.767578 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9418.768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9419.451172 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9419.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9420.038086 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9420.038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9423.182617 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9423.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9429.755859 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -9429.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9429.755859 Penalty: 493.670471
	Iteration 11F: 3 clusters Score -9429.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -109258.937500 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -109258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107665.007812 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -107665 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -108229.234375 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -108229.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -108409.828125 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -108409.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -108518.382812 Penalty: 701.710205
	Iteration 3F: 3 clusters Score -108518.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -108592.117188 Penalty: 701.710205
	Iteration 4F: 3 clusters Score -108592.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -108646.859375 Penalty: 701.710205
	Iteration 5Q: 3 clusters Score -108646.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -108677.257812 Penalty: 701.710205
	Iteration 6Q: 3 clusters Score -108677.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -108702.382812 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -108702.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108719.835938 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -108719.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -108730.929688 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -108730.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108736.937500 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -108736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -108742.203125 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -108742.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108748.875000 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -108748.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108759.375000 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -108759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108767.328125 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -108767.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108775.859375 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -108775.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -108784.171875 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -108784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -108796.625000 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -108796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108809.515625 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -108809.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108821.195312 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -108821.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108831.015625 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -108831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108841.476562 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -108841.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108850.460938 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -108850.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108859.398438 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -108859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108868.429688 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -108868.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -108879.554688 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -108879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108892.843750 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -108892.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -108905.976562 Penalty: 701.710205
	Iteration 27Q: 3 clusters Score -108906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -108915.460938 Penalty: 701.710205
	Iteration 28Q: 3 clusters Score -108915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108924.078125 Penalty: 701.710205
	Iteration 29Q: 3 clusters Score -108924.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -108934.906250 Penalty: 701.710205
	Iteration 30Q: 3 clusters Score -108934.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108945.671875 Penalty: 701.710205
	Iteration 31Q: 3 clusters Score -108945.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108955.523438 Penalty: 701.710205
	Iteration 32Q: 3 clusters Score -108955.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -108967.718750 Penalty: 701.710205
	Iteration 33Q: 3 clusters Score -108967.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -108983.156250 Penalty: 701.710205
	Iteration 34Q: 3 clusters Score -108983.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -109000.976562 Penalty: 701.710205
	Iteration 35Q: 3 clusters Score -109001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -109011.250000 Penalty: 701.710205
	Iteration 36Q: 3 clusters Score -109011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -109021.609375 Penalty: 701.710205
	Iteration 37Q: 3 clusters Score -109021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109028.546875 Penalty: 701.710205
	Iteration 38Q: 3 clusters Score -109028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -109032.523438 Penalty: 701.710205
	Iteration 39Q: 3 clusters Score -109032.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -109038.453125 Penalty: 701.710205
	Iteration 40F: 3 clusters Score -109038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -109042.031250 Penalty: 701.710205
	Iteration 41Q: 3 clusters Score -109042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -109047.093750 Penalty: 701.710205
	Iteration 42Q: 3 clusters Score -109047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -109053.906250 Penalty: 701.710205
	Iteration 43Q: 3 clusters Score -109053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -109059.257812 Penalty: 701.710205
	Iteration 44Q: 3 clusters Score -109059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -109060.710938 Penalty: 701.710205
	Iteration 45Q: 3 clusters Score -109060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -109062.359375 Penalty: 701.710205
	Iteration 46Q: 3 clusters Score -109062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -109062.507812 Penalty: 701.710205
	Iteration 47Q: 3 clusters Score -109062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -109062.507812 Penalty: 701.710205
	Iteration 48F: 3 clusters Score -109062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -124523.914062 Penalty: 353.120636
	Iteration 0F: 2 clusters Score -124523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -122895.257812 Penalty: 706.241272
	Iteration 0F: 3 clusters Score -122895.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -123450.375000 Penalty: 706.241272
	Iteration 1F: 3 clusters Score -123450.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -123570.132812 Penalty: 706.241272
	Iteration 2F: 3 clusters Score -123570.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -123697.468750 Penalty: 706.241272
	Iteration 3F: 3 clusters Score -123697.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123822.109375 Penalty: 706.241272
	Iteration 4F: 3 clusters Score -123822.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -123923.867188 Penalty: 706.241272
	Iteration 5F: 3 clusters Score -123923.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -123995.851562 Penalty: 706.241272
	Iteration 6Q: 3 clusters Score -123995.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -124040.703125 Penalty: 706.241272
	Iteration 7Q: 3 clusters Score -124040.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -124075.507812 Penalty: 706.241272
	Iteration 8Q: 3 clusters Score -124075.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124104.554688 Penalty: 706.241272
	Iteration 9Q: 3 clusters Score -124104.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124120.140625 Penalty: 706.241272
	Iteration 10Q: 3 clusters Score -124120.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124132.937500 Penalty: 706.241272
	Iteration 11Q: 3 clusters Score -124132.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124141.117188 Penalty: 706.241272
	Iteration 12Q: 3 clusters Score -124141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124147.710938 Penalty: 706.241272
	Iteration 13Q: 3 clusters Score -124147.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124154.570312 Penalty: 706.241272
	Iteration 14Q: 3 clusters Score -124154.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124162.046875 Penalty: 706.241272
	Iteration 15Q: 3 clusters Score -124162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124167.687500 Penalty: 706.241272
	Iteration 16Q: 3 clusters Score -124167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124171.484375 Penalty: 706.241272
	Iteration 17Q: 3 clusters Score -124171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124175.335938 Penalty: 706.241272
	Iteration 18Q: 3 clusters Score -124175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124179.468750 Penalty: 706.241272
	Iteration 19Q: 3 clusters Score -124179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124182.476562 Penalty: 706.241272
	Iteration 20F: 3 clusters Score -124182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124183.546875 Penalty: 706.241272
	Iteration 21Q: 3 clusters Score -124183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124183.945312 Penalty: 706.241272
	Iteration 22Q: 3 clusters Score -124183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124184.687500 Penalty: 706.241272
	Iteration 23Q: 3 clusters Score -124184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124185.742188 Penalty: 706.241272
	Iteration 24Q: 3 clusters Score -124185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124187.070312 Penalty: 706.241272
	Iteration 25Q: 3 clusters Score -124187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124189.117188 Penalty: 706.241272
	Iteration 26Q: 3 clusters Score -124189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124191.945312 Penalty: 706.241272
	Iteration 27Q: 3 clusters Score -124191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -124194.812500 Penalty: 706.241272
	Iteration 28Q: 3 clusters Score -124194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124197.546875 Penalty: 706.241272
	Iteration 29Q: 3 clusters Score -124197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -124199.476562 Penalty: 706.241272
	Iteration 30Q: 3 clusters Score -124199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -124200.695312 Penalty: 706.241272
	Iteration 31Q: 3 clusters Score -124200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124203.007812 Penalty: 706.241272
	Iteration 32Q: 3 clusters Score -124203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -124206.101562 Penalty: 706.241272
	Iteration 33Q: 3 clusters Score -124206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124208.500000 Penalty: 706.241272
	Iteration 34Q: 3 clusters Score -124208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124211.921875 Penalty: 706.241272
	Iteration 35Q: 3 clusters Score -124211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124213.859375 Penalty: 706.241272
	Iteration 36Q: 3 clusters Score -124213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124215.492188 Penalty: 706.241272
	Iteration 37Q: 3 clusters Score -124215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124216.554688 Penalty: 706.241272
	Iteration 38Q: 3 clusters Score -124216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124216.773438 Penalty: 706.241272
	Iteration 39Q: 3 clusters Score -124216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -124216.890625 Penalty: 706.241272
	Iteration 40F: 3 clusters Score -124216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124217.015625 Penalty: 706.241272
	Iteration 41Q: 3 clusters Score -124217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -124217.273438 Penalty: 706.241272
	Iteration 42Q: 3 clusters Score -124217.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -124217.273438 Penalty: 706.241272
	Iteration 43F: 3 clusters Score -124217.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -110525.382812 Penalty: 356.912964
	Iteration 0F: 2 clusters Score -110525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -108719.750000 Penalty: 713.825928
	Iteration 0F: 3 clusters Score -108719.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -109322.906250 Penalty: 713.825928
	Iteration 1F: 3 clusters Score -109322.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -109402.539062 Penalty: 713.825928
	Iteration 2F: 3 clusters Score -109402.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109469.695312 Penalty: 713.825928
	Iteration 3F: 3 clusters Score -109469.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -109523.929688 Penalty: 713.825928
	Iteration 4Q: 3 clusters Score -109523.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -109573.632812 Penalty: 713.825928
	Iteration 5Q: 3 clusters Score -109573.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -109623.554688 Penalty: 713.825928
	Iteration 6Q: 3 clusters Score -109623.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -109670.804688 Penalty: 713.825928
	Iteration 7Q: 3 clusters Score -109670.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -109718.296875 Penalty: 713.825928
	Iteration 8Q: 3 clusters Score -109718.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -109757.468750 Penalty: 713.825928
	Iteration 9Q: 3 clusters Score -109757.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -109802.289062 Penalty: 713.825928
	Iteration 10Q: 3 clusters Score -109802.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -109840.226562 Penalty: 713.825928
	Iteration 11Q: 3 clusters Score -109840.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -109862.242188 Penalty: 713.825928
	Iteration 12Q: 3 clusters Score -109862.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -109878.281250 Penalty: 713.825928
	Iteration 13Q: 3 clusters Score -109878.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -109889.484375 Penalty: 713.825928
	Iteration 14Q: 3 clusters Score -109889.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -109902.890625 Penalty: 713.825928
	Iteration 15Q: 3 clusters Score -109902.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -109919.156250 Penalty: 713.825928
	Iteration 16Q: 3 clusters Score -109919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -109938.453125 Penalty: 713.825928
	Iteration 17Q: 3 clusters Score -109938.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -109956.875000 Penalty: 713.825928
	Iteration 18Q: 3 clusters Score -109956.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -109983.101562 Penalty: 713.825928
	Iteration 19Q: 3 clusters Score -109983.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -110013.117188 Penalty: 713.825928
	Iteration 20F: 3 clusters Score -110013.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -110027.335938 Penalty: 713.825928
	Iteration 21Q: 3 clusters Score -110027.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -110040.265625 Penalty: 713.825928
	Iteration 22Q: 3 clusters Score -110040.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -110051.921875 Penalty: 713.825928
	Iteration 23Q: 3 clusters Score -110051.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -110061.156250 Penalty: 713.825928
	Iteration 24Q: 3 clusters Score -110061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -110070.046875 Penalty: 713.825928
	Iteration 25Q: 3 clusters Score -110070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -110080.718750 Penalty: 713.825928
	Iteration 26Q: 3 clusters Score -110080.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -110089.101562 Penalty: 713.825928
	Iteration 27Q: 3 clusters Score -110089.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -110098.914062 Penalty: 713.825928
	Iteration 28Q: 3 clusters Score -110098.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -110111.984375 Penalty: 713.825928
	Iteration 29Q: 3 clusters Score -110112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -110127.859375 Penalty: 713.825928
	Iteration 30Q: 3 clusters Score -110127.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -110138.070312 Penalty: 713.825928
	Iteration 31Q: 3 clusters Score -110138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -110148.171875 Penalty: 713.825928
	Iteration 32Q: 3 clusters Score -110148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -110154.460938 Penalty: 713.825928
	Iteration 33Q: 3 clusters Score -110154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -110163.406250 Penalty: 713.825928
	Iteration 34Q: 3 clusters Score -110163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -110170.828125 Penalty: 713.825928
	Iteration 35Q: 3 clusters Score -110170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -110181.992188 Penalty: 713.825928
	Iteration 36Q: 3 clusters Score -110182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -110197.539062 Penalty: 713.825928
	Iteration 37Q: 3 clusters Score -110197.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -110210.890625 Penalty: 713.825928
	Iteration 38Q: 3 clusters Score -110210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -110222.875000 Penalty: 713.825928
	Iteration 39Q: 3 clusters Score -110222.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -110233.585938 Penalty: 713.825928
	Iteration 40F: 3 clusters Score -110233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -110238.437500 Penalty: 713.825928
	Iteration 41Q: 3 clusters Score -110238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -110241.929688 Penalty: 713.825928
	Iteration 42Q: 3 clusters Score -110241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -110247.632812 Penalty: 713.825928
	Iteration 43Q: 3 clusters Score -110247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -110253.226562 Penalty: 713.825928
	Iteration 44Q: 3 clusters Score -110253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -110257.070312 Penalty: 713.825928
	Iteration 45Q: 3 clusters Score -110257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -110262.210938 Penalty: 713.825928
	Iteration 46Q: 3 clusters Score -110262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -110271.031250 Penalty: 713.825928
	Iteration 47Q: 3 clusters Score -110271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -110272.164062 Penalty: 713.825928
	Iteration 48Q: 3 clusters Score -110272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -110272.164062 Penalty: 713.825928
	Iteration 49F: 3 clusters Score -110272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39662.390625 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39662.39 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39874.652344 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39874.65 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39931.675781 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39931.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -39976.511719 Penalty: 615.828247
	Iteration 3Q: 3 clusters Score -39976.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40036.179688 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -40036.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40087.070312 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -40087.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40123.574219 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -40123.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40144.000000 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -40144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -40154.734375 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40154.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40164.082031 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40164.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40171.375000 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40171.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40182.339844 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40182.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40190.003906 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40207.203125 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40229.988281 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40229.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40247.605469 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40247.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40262.234375 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40262.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40275.613281 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40275.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40295.570312 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40295.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40326.238281 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40326.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40346.660156 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40346.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40365.050781 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40365.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40378.496094 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40385.542969 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40385.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40388.546875 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -40388.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40391.718750 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -40391.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40392.214844 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -40392.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40392.214844 Penalty: 615.828247
	Iteration 27F: 3 clusters Score -40392.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -255815.125000 Penalty: 392.149292
	Iteration 0F: 2 clusters Score -255815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -252169.031250 Penalty: 784.298584
	Iteration 0F: 3 clusters Score -252169 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -253607.015625 Penalty: 784.298584
	Iteration 1F: 3 clusters Score -253607 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -253905.203125 Penalty: 784.298584
	Iteration 2F: 3 clusters Score -253905.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -254343.859375 Penalty: 784.298584
	Iteration 3F: 3 clusters Score -254343.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -254867.406250 Penalty: 784.298584
	Iteration 4F: 3 clusters Score -254867.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -255238.593750 Penalty: 784.298584
	Iteration 5F: 3 clusters Score -255238.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -255422.687500 Penalty: 784.298584
	Iteration 6Q: 3 clusters Score -255422.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -255511.078125 Penalty: 784.298584
	Iteration 7Q: 3 clusters Score -255511.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -255568.265625 Penalty: 784.298584
	Iteration 8Q: 3 clusters Score -255568.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -255604.875000 Penalty: 784.298584
	Iteration 9Q: 3 clusters Score -255604.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -255632.296875 Penalty: 784.298584
	Iteration 10Q: 3 clusters Score -255632.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -255645.000000 Penalty: 784.298584
	Iteration 11Q: 3 clusters Score -255645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -255653.031250 Penalty: 784.298584
	Iteration 12Q: 3 clusters Score -255653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -255657.250000 Penalty: 784.298584
	Iteration 13Q: 3 clusters Score -255657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -255659.515625 Penalty: 784.298584
	Iteration 14Q: 3 clusters Score -255659.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -255660.828125 Penalty: 784.298584
	Iteration 15Q: 3 clusters Score -255660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -255661.859375 Penalty: 784.298584
	Iteration 16Q: 3 clusters Score -255661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -255662.015625 Penalty: 784.298584
	Iteration 17Q: 3 clusters Score -255662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -255663.078125 Penalty: 784.298584
	Iteration 18Q: 3 clusters Score -255663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -255662.921875 Penalty: 784.298584
	Iteration 19Q: 3 clusters Score -255662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -255663.781250 Penalty: 784.298584
	Iteration 20F: 3 clusters Score -255663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -255663.578125 Penalty: 784.298584
	Iteration 21Q: 3 clusters Score -255663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -255663.250000 Penalty: 784.298584
	Iteration 22Q: 3 clusters Score -255663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -255664.171875 Penalty: 784.298584
	Iteration 23Q: 3 clusters Score -255664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -255664.156250 Penalty: 784.298584
	Iteration 24Q: 3 clusters Score -255664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -255663.968750 Penalty: 784.298584
	Iteration 25Q: 3 clusters Score -255664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -255664.328125 Penalty: 784.298584
	Iteration 26Q: 3 clusters Score -255664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -255664.140625 Penalty: 784.298584
	Iteration 27Q: 3 clusters Score -255664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -255664.140625 Penalty: 784.298584
	Iteration 28F: 3 clusters Score -255664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -389000.468750 Penalty: 409.902039
	Iteration 0F: 2 clusters Score -389000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -383523.375000 Penalty: 819.804077
	Iteration 0F: 3 clusters Score -383523.4 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -386074.093750 Penalty: 819.804077
	Iteration 1F: 3 clusters Score -386074.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -386575.968750 Penalty: 819.804077
	Iteration 2F: 3 clusters Score -386576 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -387150.437500 Penalty: 819.804077
	Iteration 3F: 3 clusters Score -387150.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -387639.156250 Penalty: 819.804077
	Iteration 4F: 3 clusters Score -387639.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -388000.375000 Penalty: 819.804077
	Iteration 5Q: 3 clusters Score -388000.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -388229.968750 Penalty: 819.804077
	Iteration 6Q: 3 clusters Score -388230 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -388369.437500 Penalty: 819.804077
	Iteration 7Q: 3 clusters Score -388369.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -388445.062500 Penalty: 819.804077
	Iteration 8Q: 3 clusters Score -388445.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -388504.281250 Penalty: 819.804077
	Iteration 9Q: 3 clusters Score -388504.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -388542.000000 Penalty: 819.804077
	Iteration 10Q: 3 clusters Score -388542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -388569.875000 Penalty: 819.804077
	Iteration 11Q: 3 clusters Score -388569.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -388594.781250 Penalty: 819.804077
	Iteration 12Q: 3 clusters Score -388594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -388613.156250 Penalty: 819.804077
	Iteration 13Q: 3 clusters Score -388613.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -388632.187500 Penalty: 819.804077
	Iteration 14Q: 3 clusters Score -388632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -388647.906250 Penalty: 819.804077
	Iteration 15Q: 3 clusters Score -388647.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -388661.437500 Penalty: 819.804077
	Iteration 16Q: 3 clusters Score -388661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -388669.906250 Penalty: 819.804077
	Iteration 17Q: 3 clusters Score -388669.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -388673.468750 Penalty: 819.804077
	Iteration 18Q: 3 clusters Score -388673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -388679.281250 Penalty: 819.804077
	Iteration 19Q: 3 clusters Score -388679.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -388682.906250 Penalty: 819.804077
	Iteration 20F: 3 clusters Score -388682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -388685.875000 Penalty: 819.804077
	Iteration 21Q: 3 clusters Score -388685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -388690.187500 Penalty: 819.804077
	Iteration 22Q: 3 clusters Score -388690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -388691.500000 Penalty: 819.804077
	Iteration 23Q: 3 clusters Score -388691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -388693.062500 Penalty: 819.804077
	Iteration 24Q: 3 clusters Score -388693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -388693.906250 Penalty: 819.804077
	Iteration 25Q: 3 clusters Score -388693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -388696.906250 Penalty: 819.804077
	Iteration 26Q: 3 clusters Score -388696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -388698.937500 Penalty: 819.804077
	Iteration 27Q: 3 clusters Score -388698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -388701.093750 Penalty: 819.804077
	Iteration 28Q: 3 clusters Score -388701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -388701.156250 Penalty: 819.804077
	Iteration 29Q: 3 clusters Score -388701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -388701.656250 Penalty: 819.804077
	Iteration 30Q: 3 clusters Score -388701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -388701.781250 Penalty: 819.804077
	Iteration 31Q: 3 clusters Score -388701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -388702.656250 Penalty: 819.804077
	Iteration 32Q: 3 clusters Score -388702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -388702.437500 Penalty: 819.804077
	Iteration 33Q: 3 clusters Score -388702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -388702.500000 Penalty: 819.804077
	Iteration 34Q: 3 clusters Score -388702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -388703.281250 Penalty: 819.804077
	Iteration 35Q: 3 clusters Score -388703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -388703.468750 Penalty: 819.804077
	Iteration 36Q: 3 clusters Score -388703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -388704.687500 Penalty: 819.804077
	Iteration 37Q: 3 clusters Score -388704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -388705.375000 Penalty: 819.804077
	Iteration 38Q: 3 clusters Score -388705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -388705.375000 Penalty: 819.804077
	Iteration 39F: 3 clusters Score -388705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17647.908203 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17647.91 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 181 members 
Entering Unmasked Estep 
Score: -17235.068359 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17235.07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17338.228516 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17338.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17381.662109 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17381.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17412.732422 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -17412.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17430.554688 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -17430.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17446.220703 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17446.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17452.226562 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17452.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17456.935547 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17456.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17463.332031 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17463.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17468.751953 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17468.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17468.925781 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17468.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17468.925781 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -17468.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (77286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Entering Unmasked Estep 
Score: -3925828.250000 Penalty: 512.114685
	Iteration 0F: 2 clusters Score -3925828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -3873668.750000 Penalty: 1024.229370
	Iteration 0F: 3 clusters Score -3873669 nChanged 37697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -3896528.750000 Penalty: 1024.229370
	Iteration 1F: 3 clusters Score -3896529 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -3897982.000000 Penalty: 1024.229370
	Iteration 2Q: 3 clusters Score -3897982 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -3900432.500000 Penalty: 1024.229370
	Iteration 3F: 3 clusters Score -3900432 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -3904479.250000 Penalty: 1024.229370
	Iteration 4F: 3 clusters Score -3904479 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -3909787.250000 Penalty: 1024.229370
	Iteration 5F: 3 clusters Score -3909787 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -3914296.750000 Penalty: 1024.229370
	Iteration 6F: 3 clusters Score -3914297 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -3916169.250000 Penalty: 1024.229370
	Iteration 7F: 3 clusters Score -3916169 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -3916851.000000 Penalty: 1024.229370
	Iteration 8Q: 3 clusters Score -3916851 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -3917319.250000 Penalty: 1024.229370
	Iteration 9Q: 3 clusters Score -3917319 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -3917663.250000 Penalty: 1024.229370
	Iteration 10Q: 3 clusters Score -3917663 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -3917980.750000 Penalty: 1024.229370
	Iteration 11Q: 3 clusters Score -3917981 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3918212.250000 Penalty: 1024.229370
	Iteration 12Q: 3 clusters Score -3918212 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3918434.750000 Penalty: 1024.229370
	Iteration 13Q: 3 clusters Score -3918435 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -3918598.500000 Penalty: 1024.229370
	Iteration 14Q: 3 clusters Score -3918598 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3918768.000000 Penalty: 1024.229370
	Iteration 15Q: 3 clusters Score -3918768 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3918932.000000 Penalty: 1024.229370
	Iteration 16Q: 3 clusters Score -3918932 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -3919087.000000 Penalty: 1024.229370
	Iteration 17Q: 3 clusters Score -3919087 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3919195.250000 Penalty: 1024.229370
	Iteration 18Q: 3 clusters Score -3919195 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -3919291.750000 Penalty: 1024.229370
	Iteration 19Q: 3 clusters Score -3919292 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3919356.000000 Penalty: 1024.229370
	Iteration 20F: 3 clusters Score -3919356 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3919444.750000 Penalty: 1024.229370
	Iteration 21Q: 3 clusters Score -3919445 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3919502.750000 Penalty: 1024.229370
	Iteration 22Q: 3 clusters Score -3919503 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3919563.750000 Penalty: 1024.229370
	Iteration 23Q: 3 clusters Score -3919564 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3919602.750000 Penalty: 1024.229370
	Iteration 24Q: 3 clusters Score -3919603 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3919631.000000 Penalty: 1024.229370
	Iteration 25Q: 3 clusters Score -3919631 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3919678.250000 Penalty: 1024.229370
	Iteration 26Q: 3 clusters Score -3919678 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3919738.750000 Penalty: 1024.229370
	Iteration 27Q: 3 clusters Score -3919739 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3919808.750000 Penalty: 1024.229370
	Iteration 28Q: 3 clusters Score -3919809 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3919869.750000 Penalty: 1024.229370
	Iteration 29Q: 3 clusters Score -3919870 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3919935.000000 Penalty: 1024.229370
	Iteration 30Q: 3 clusters Score -3919935 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3919992.750000 Penalty: 1024.229370
	Iteration 31Q: 3 clusters Score -3919993 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3920075.250000 Penalty: 1024.229370
	Iteration 32Q: 3 clusters Score -3920075 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3920152.250000 Penalty: 1024.229370
	Iteration 33Q: 3 clusters Score -3920152 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3920196.750000 Penalty: 1024.229370
	Iteration 34Q: 3 clusters Score -3920197 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3920235.250000 Penalty: 1024.229370
	Iteration 35Q: 3 clusters Score -3920235 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3920310.500000 Penalty: 1024.229370
	Iteration 36Q: 3 clusters Score -3920310 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3920388.250000 Penalty: 1024.229370
	Iteration 37Q: 3 clusters Score -3920388 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3920432.500000 Penalty: 1024.229370
	Iteration 38Q: 3 clusters Score -3920432 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3920513.500000 Penalty: 1024.229370
	Iteration 39Q: 3 clusters Score -3920514 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3920555.250000 Penalty: 1024.229370
	Iteration 40F: 3 clusters Score -3920555 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3920674.500000 Penalty: 1024.229370
	Iteration 41Q: 3 clusters Score -3920674 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3920752.000000 Penalty: 1024.229370
	Iteration 42Q: 3 clusters Score -3920752 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3920845.750000 Penalty: 1024.229370
	Iteration 43Q: 3 clusters Score -3920846 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3920934.750000 Penalty: 1024.229370
	Iteration 44Q: 3 clusters Score -3920935 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3921046.000000 Penalty: 1024.229370
	Iteration 45Q: 3 clusters Score -3921046 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3921117.500000 Penalty: 1024.229370
	Iteration 46Q: 3 clusters Score -3921118 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3921226.250000 Penalty: 1024.229370
	Iteration 47Q: 3 clusters Score -3921226 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3921313.250000 Penalty: 1024.229370
	Iteration 48Q: 3 clusters Score -3921313 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3921409.250000 Penalty: 1024.229370
	Iteration 49Q: 3 clusters Score -3921409 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3921545.250000 Penalty: 1024.229370
	Iteration 50Q: 3 clusters Score -3921545 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3921653.750000 Penalty: 1024.229370
	Iteration 51Q: 3 clusters Score -3921654 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3921801.750000 Penalty: 1024.229370
	Iteration 52Q: 3 clusters Score -3921802 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3921949.750000 Penalty: 1024.229370
	Iteration 53Q: 3 clusters Score -3921950 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3922086.500000 Penalty: 1024.229370
	Iteration 54Q: 3 clusters Score -3922086 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3922240.750000 Penalty: 1024.229370
	Iteration 55Q: 3 clusters Score -3922241 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3922410.000000 Penalty: 1024.229370
	Iteration 56Q: 3 clusters Score -3922410 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3922614.000000 Penalty: 1024.229370
	Iteration 57Q: 3 clusters Score -3922614 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3922815.750000 Penalty: 1024.229370
	Iteration 58Q: 3 clusters Score -3922816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3923008.500000 Penalty: 1024.229370
	Iteration 59Q: 3 clusters Score -3923008 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3923162.000000 Penalty: 1024.229370
	Iteration 60F: 3 clusters Score -3923162 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3923322.000000 Penalty: 1024.229370
	Iteration 61Q: 3 clusters Score -3923322 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3923480.500000 Penalty: 1024.229370
	Iteration 62Q: 3 clusters Score -3923480 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3923623.000000 Penalty: 1024.229370
	Iteration 63Q: 3 clusters Score -3923623 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3923780.750000 Penalty: 1024.229370
	Iteration 64Q: 3 clusters Score -3923781 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3923864.000000 Penalty: 1024.229370
	Iteration 65Q: 3 clusters Score -3923864 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3923983.500000 Penalty: 1024.229370
	Iteration 66Q: 3 clusters Score -3923984 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3924110.500000 Penalty: 1024.229370
	Iteration 67Q: 3 clusters Score -3924110 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3924199.000000 Penalty: 1024.229370
	Iteration 68Q: 3 clusters Score -3924199 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3924289.250000 Penalty: 1024.229370
	Iteration 69Q: 3 clusters Score -3924289 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3924406.750000 Penalty: 1024.229370
	Iteration 70Q: 3 clusters Score -3924407 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3924486.500000 Penalty: 1024.229370
	Iteration 71Q: 3 clusters Score -3924486 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3924562.000000 Penalty: 1024.229370
	Iteration 72Q: 3 clusters Score -3924562 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3924639.750000 Penalty: 1024.229370
	Iteration 73Q: 3 clusters Score -3924640 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3924693.750000 Penalty: 1024.229370
	Iteration 74Q: 3 clusters Score -3924694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3924743.000000 Penalty: 1024.229370
	Iteration 75Q: 3 clusters Score -3924743 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3924791.750000 Penalty: 1024.229370
	Iteration 76Q: 3 clusters Score -3924792 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3924824.500000 Penalty: 1024.229370
	Iteration 77Q: 3 clusters Score -3924824 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3924875.500000 Penalty: 1024.229370
	Iteration 78Q: 3 clusters Score -3924876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3924914.250000 Penalty: 1024.229370
	Iteration 79Q: 3 clusters Score -3924914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3924960.750000 Penalty: 1024.229370
	Iteration 80F: 3 clusters Score -3924961 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3924978.500000 Penalty: 1024.229370
	Iteration 81Q: 3 clusters Score -3924978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3925015.500000 Penalty: 1024.229370
	Iteration 82Q: 3 clusters Score -3925016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3925036.000000 Penalty: 1024.229370
	Iteration 83Q: 3 clusters Score -3925036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3925058.000000 Penalty: 1024.229370
	Iteration 84Q: 3 clusters Score -3925058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3925106.500000 Penalty: 1024.229370
	Iteration 85Q: 3 clusters Score -3925106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3925136.250000 Penalty: 1024.229370
	Iteration 86Q: 3 clusters Score -3925136 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3925172.250000 Penalty: 1024.229370
	Iteration 87Q: 3 clusters Score -3925172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3925184.250000 Penalty: 1024.229370
	Iteration 88Q: 3 clusters Score -3925184 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3925204.500000 Penalty: 1024.229370
	Iteration 89Q: 3 clusters Score -3925204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3925219.750000 Penalty: 1024.229370
	Iteration 90Q: 3 clusters Score -3925220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3925253.500000 Penalty: 1024.229370
	Iteration 91Q: 3 clusters Score -3925254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3925280.500000 Penalty: 1024.229370
	Iteration 92Q: 3 clusters Score -3925280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3925294.250000 Penalty: 1024.229370
	Iteration 93Q: 3 clusters Score -3925294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3925312.000000 Penalty: 1024.229370
	Iteration 94Q: 3 clusters Score -3925312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3925316.000000 Penalty: 1024.229370
	Iteration 95Q: 3 clusters Score -3925316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3925315.250000 Penalty: 1024.229370
	Iteration 96Q: 3 clusters Score -3925315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3925332.500000 Penalty: 1024.229370
	Iteration 97Q: 3 clusters Score -3925332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3925333.500000 Penalty: 1024.229370
	Iteration 98Q: 3 clusters Score -3925334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3925343.500000 Penalty: 1024.229370
	Iteration 99Q: 3 clusters Score -3925344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3925350.750000 Penalty: 1024.229370
	Iteration 100F: 3 clusters Score -3925351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3925356.000000 Penalty: 1024.229370
	Iteration 101Q: 3 clusters Score -3925356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3925363.750000 Penalty: 1024.229370
	Iteration 102Q: 3 clusters Score -3925364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3925364.000000 Penalty: 1024.229370
	Iteration 103Q: 3 clusters Score -3925364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3925367.000000 Penalty: 1024.229370
	Iteration 104Q: 3 clusters Score -3925367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3925372.500000 Penalty: 1024.229370
	Iteration 105Q: 3 clusters Score -3925372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3925371.000000 Penalty: 1024.229370
	Iteration 106Q: 3 clusters Score -3925371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3925373.750000 Penalty: 1024.229370
	Iteration 107Q: 3 clusters Score -3925374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3925376.000000 Penalty: 1024.229370
	Iteration 108Q: 3 clusters Score -3925376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3925380.250000 Penalty: 1024.229370
	Iteration 109Q: 3 clusters Score -3925380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3925379.500000 Penalty: 1024.229370
	Iteration 110Q: 3 clusters Score -3925380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3925380.000000 Penalty: 1024.229370
	Iteration 111Q: 3 clusters Score -3925380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3925380.250000 Penalty: 1024.229370
	Iteration 112Q: 3 clusters Score -3925380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3925387.250000 Penalty: 1024.229370
	Iteration 113Q: 3 clusters Score -3925387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3925381.500000 Penalty: 1024.229370
	Iteration 114Q: 3 clusters Score -3925382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3925385.500000 Penalty: 1024.229370
	Iteration 115Q: 3 clusters Score -3925386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3925394.500000 Penalty: 1024.229370
	Iteration 116Q: 3 clusters Score -3925394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3925392.000000 Penalty: 1024.229370
	Iteration 117Q: 3 clusters Score -3925392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3925396.000000 Penalty: 1024.229370
	Iteration 118Q: 3 clusters Score -3925396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3925395.500000 Penalty: 1024.229370
	Iteration 119Q: 3 clusters Score -3925396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3925392.000000 Penalty: 1024.229370
	Iteration 120F: 3 clusters Score -3925392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3925394.250000 Penalty: 1024.229370
	Iteration 121Q: 3 clusters Score -3925394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3925395.750000 Penalty: 1024.229370
	Iteration 122Q: 3 clusters Score -3925396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3925399.000000 Penalty: 1024.229370
	Iteration 123Q: 3 clusters Score -3925399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3925397.250000 Penalty: 1024.229370
	Iteration 124Q: 3 clusters Score -3925397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3925401.500000 Penalty: 1024.229370
	Iteration 125Q: 3 clusters Score -3925402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3925401.250000 Penalty: 1024.229370
	Iteration 126Q: 3 clusters Score -3925401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3925405.750000 Penalty: 1024.229370
	Iteration 127Q: 3 clusters Score -3925406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3925407.250000 Penalty: 1024.229370
	Iteration 128Q: 3 clusters Score -3925407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3925414.000000 Penalty: 1024.229370
	Iteration 129Q: 3 clusters Score -3925414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3925416.000000 Penalty: 1024.229370
	Iteration 130Q: 3 clusters Score -3925416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3925413.250000 Penalty: 1024.229370
	Iteration 131Q: 3 clusters Score -3925413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3925423.250000 Penalty: 1024.229370
	Iteration 132Q: 3 clusters Score -3925423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3925429.000000 Penalty: 1024.229370
	Iteration 133Q: 3 clusters Score -3925429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3925429.250000 Penalty: 1024.229370
	Iteration 134Q: 3 clusters Score -3925429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3925438.750000 Penalty: 1024.229370
	Iteration 135Q: 3 clusters Score -3925439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3925434.000000 Penalty: 1024.229370
	Iteration 136Q: 3 clusters Score -3925434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3925436.250000 Penalty: 1024.229370
	Iteration 137Q: 3 clusters Score -3925436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3925438.750000 Penalty: 1024.229370
	Iteration 138Q: 3 clusters Score -3925439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3925437.750000 Penalty: 1024.229370
	Iteration 139Q: 3 clusters Score -3925438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3925435.750000 Penalty: 1024.229370
	Iteration 140F: 3 clusters Score -3925436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3925432.000000 Penalty: 1024.229370
	Iteration 141Q: 3 clusters Score -3925432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3925434.750000 Penalty: 1024.229370
	Iteration 142Q: 3 clusters Score -3925435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3925434.250000 Penalty: 1024.229370
	Iteration 143Q: 3 clusters Score -3925434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3925439.750000 Penalty: 1024.229370
	Iteration 144Q: 3 clusters Score -3925440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3925447.500000 Penalty: 1024.229370
	Iteration 145Q: 3 clusters Score -3925448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3925450.500000 Penalty: 1024.229370
	Iteration 146Q: 3 clusters Score -3925450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3925455.500000 Penalty: 1024.229370
	Iteration 147Q: 3 clusters Score -3925456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3925461.000000 Penalty: 1024.229370
	Iteration 148Q: 3 clusters Score -3925461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3925467.250000 Penalty: 1024.229370
	Iteration 149Q: 3 clusters Score -3925467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3925468.000000 Penalty: 1024.229370
	Iteration 150Q: 3 clusters Score -3925468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3925474.750000 Penalty: 1024.229370
	Iteration 151Q: 3 clusters Score -3925475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3925482.250000 Penalty: 1024.229370
	Iteration 152Q: 3 clusters Score -3925482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3925484.250000 Penalty: 1024.229370
	Iteration 153Q: 3 clusters Score -3925484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3925490.000000 Penalty: 1024.229370
	Iteration 154Q: 3 clusters Score -3925490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3925490.750000 Penalty: 1024.229370
	Iteration 155Q: 3 clusters Score -3925491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3925490.000000 Penalty: 1024.229370
	Iteration 156Q: 3 clusters Score -3925490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3925487.500000 Penalty: 1024.229370
	Iteration 157Q: 3 clusters Score -3925488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3925489.000000 Penalty: 1024.229370
	Iteration 158Q: 3 clusters Score -3925489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3925488.750000 Penalty: 1024.229370
	Iteration 159Q: 3 clusters Score -3925489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3925489.750000 Penalty: 1024.229370
	Iteration 160F: 3 clusters Score -3925490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3925491.000000 Penalty: 1024.229370
	Iteration 161Q: 3 clusters Score -3925491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3925490.500000 Penalty: 1024.229370
	Iteration 162Q: 3 clusters Score -3925490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3925488.250000 Penalty: 1024.229370
	Iteration 163Q: 3 clusters Score -3925488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3925488.000000 Penalty: 1024.229370
	Iteration 164Q: 3 clusters Score -3925488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3925488.500000 Penalty: 1024.229370
	Iteration 165Q: 3 clusters Score -3925488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3925489.750000 Penalty: 1024.229370
	Iteration 166Q: 3 clusters Score -3925490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3925490.250000 Penalty: 1024.229370
	Iteration 167Q: 3 clusters Score -3925490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3925490.750000 Penalty: 1024.229370
	Iteration 168Q: 3 clusters Score -3925491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3925490.250000 Penalty: 1024.229370
	Iteration 169Q: 3 clusters Score -3925490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3925487.750000 Penalty: 1024.229370
	Iteration 170Q: 3 clusters Score -3925488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3925488.250000 Penalty: 1024.229370
	Iteration 171Q: 3 clusters Score -3925488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3925488.000000 Penalty: 1024.229370
	Iteration 172Q: 3 clusters Score -3925488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3925486.750000 Penalty: 1024.229370
	Iteration 173Q: 3 clusters Score -3925487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3925486.750000 Penalty: 1024.229370
	Iteration 174F: 3 clusters Score -3925487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -171713.562500 Penalty: 367.594421
	Iteration 0F: 2 clusters Score -171713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -169492.515625 Penalty: 735.188843
	Iteration 0F: 3 clusters Score -169492.5 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -170289.390625 Penalty: 735.188843
	Iteration 1F: 3 clusters Score -170289.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -170439.921875 Penalty: 735.188843
	Iteration 2F: 3 clusters Score -170439.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -170604.234375 Penalty: 735.188843
	Iteration 3F: 3 clusters Score -170604.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -170792.359375 Penalty: 735.188843
	Iteration 4F: 3 clusters Score -170792.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -170962.031250 Penalty: 735.188843
	Iteration 5F: 3 clusters Score -170962 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -171073.437500 Penalty: 735.188843
	Iteration 6F: 3 clusters Score -171073.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -171136.734375 Penalty: 735.188843
	Iteration 7Q: 3 clusters Score -171136.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -171165.375000 Penalty: 735.188843
	Iteration 8Q: 3 clusters Score -171165.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -171182.937500 Penalty: 735.188843
	Iteration 9Q: 3 clusters Score -171182.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -171192.937500 Penalty: 735.188843
	Iteration 10Q: 3 clusters Score -171192.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -171204.234375 Penalty: 735.188843
	Iteration 11Q: 3 clusters Score -171204.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -171211.828125 Penalty: 735.188843
	Iteration 12Q: 3 clusters Score -171211.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -171220.953125 Penalty: 735.188843
	Iteration 13Q: 3 clusters Score -171221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -171225.828125 Penalty: 735.188843
	Iteration 14Q: 3 clusters Score -171225.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -171229.890625 Penalty: 735.188843
	Iteration 15Q: 3 clusters Score -171229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -171232.546875 Penalty: 735.188843
	Iteration 16Q: 3 clusters Score -171232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -171234.718750 Penalty: 735.188843
	Iteration 17Q: 3 clusters Score -171234.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -171239.125000 Penalty: 735.188843
	Iteration 18Q: 3 clusters Score -171239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -171246.015625 Penalty: 735.188843
	Iteration 19Q: 3 clusters Score -171246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -171253.031250 Penalty: 735.188843
	Iteration 20F: 3 clusters Score -171253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -171258.656250 Penalty: 735.188843
	Iteration 21Q: 3 clusters Score -171258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -171261.375000 Penalty: 735.188843
	Iteration 22Q: 3 clusters Score -171261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -171263.296875 Penalty: 735.188843
	Iteration 23Q: 3 clusters Score -171263.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -171267.109375 Penalty: 735.188843
	Iteration 24Q: 3 clusters Score -171267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -171271.640625 Penalty: 735.188843
	Iteration 25Q: 3 clusters Score -171271.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -171273.328125 Penalty: 735.188843
	Iteration 26Q: 3 clusters Score -171273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -171274.437500 Penalty: 735.188843
	Iteration 27Q: 3 clusters Score -171274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -171275.265625 Penalty: 735.188843
	Iteration 28Q: 3 clusters Score -171275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -171276.140625 Penalty: 735.188843
	Iteration 29Q: 3 clusters Score -171276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -171276.531250 Penalty: 735.188843
	Iteration 30Q: 3 clusters Score -171276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -171277.046875 Penalty: 735.188843
	Iteration 31Q: 3 clusters Score -171277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -171277.656250 Penalty: 735.188843
	Iteration 32Q: 3 clusters Score -171277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -171278.015625 Penalty: 735.188843
	Iteration 33Q: 3 clusters Score -171278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -171278.546875 Penalty: 735.188843
	Iteration 34Q: 3 clusters Score -171278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -171279.796875 Penalty: 735.188843
	Iteration 35Q: 3 clusters Score -171279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -171280.578125 Penalty: 735.188843
	Iteration 36Q: 3 clusters Score -171280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -171280.937500 Penalty: 735.188843
	Iteration 37Q: 3 clusters Score -171280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -171281.031250 Penalty: 735.188843
	Iteration 38Q: 3 clusters Score -171281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -171281.781250 Penalty: 735.188843
	Iteration 39Q: 3 clusters Score -171281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -171282.890625 Penalty: 735.188843
	Iteration 40F: 3 clusters Score -171282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -171284.593750 Penalty: 735.188843
	Iteration 41Q: 3 clusters Score -171284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -171285.828125 Penalty: 735.188843
	Iteration 42Q: 3 clusters Score -171285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -171286.812500 Penalty: 735.188843
	Iteration 43Q: 3 clusters Score -171286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -171287.875000 Penalty: 735.188843
	Iteration 44Q: 3 clusters Score -171287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -171288.796875 Penalty: 735.188843
	Iteration 45Q: 3 clusters Score -171288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -171289.906250 Penalty: 735.188843
	Iteration 46Q: 3 clusters Score -171289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -171291.250000 Penalty: 735.188843
	Iteration 47Q: 3 clusters Score -171291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -171293.109375 Penalty: 735.188843
	Iteration 48Q: 3 clusters Score -171293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -171295.312500 Penalty: 735.188843
	Iteration 49Q: 3 clusters Score -171295.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -171298.828125 Penalty: 735.188843
	Iteration 50Q: 3 clusters Score -171298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -171301.250000 Penalty: 735.188843
	Iteration 51Q: 3 clusters Score -171301.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -171304.234375 Penalty: 735.188843
	Iteration 52Q: 3 clusters Score -171304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -171305.328125 Penalty: 735.188843
	Iteration 53Q: 3 clusters Score -171305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -171306.312500 Penalty: 735.188843
	Iteration 54Q: 3 clusters Score -171306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -171306.093750 Penalty: 735.188843
	Iteration 55Q: 3 clusters Score -171306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -171307.140625 Penalty: 735.188843
	Iteration 56Q: 3 clusters Score -171307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -171308.125000 Penalty: 735.188843
	Iteration 57Q: 3 clusters Score -171308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -171308.390625 Penalty: 735.188843
	Iteration 58Q: 3 clusters Score -171308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -171309.062500 Penalty: 735.188843
	Iteration 59Q: 3 clusters Score -171309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -171309.234375 Penalty: 735.188843
	Iteration 60F: 3 clusters Score -171309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -171309.500000 Penalty: 735.188843
	Iteration 61Q: 3 clusters Score -171309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -171309.500000 Penalty: 735.188843
	Iteration 62F: 3 clusters Score -171309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -26763.238281 Penalty: 288.885834
	Iteration 0F: 2 clusters Score -26763.24 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 294 members 
Entering Unmasked Estep 
Score: -26252.792969 Penalty: 577.771667
	Iteration 0F: 3 clusters Score -26252.79 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26406.498047 Penalty: 577.771667
	Iteration 1F: 3 clusters Score -26406.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26449.488281 Penalty: 577.771667
	Iteration 2F: 3 clusters Score -26449.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26468.228516 Penalty: 577.771667
	Iteration 3Q: 3 clusters Score -26468.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26479.593750 Penalty: 577.771667
	Iteration 4Q: 3 clusters Score -26479.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26486.744141 Penalty: 577.771667
	Iteration 5Q: 3 clusters Score -26486.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26492.158203 Penalty: 577.771667
	Iteration 6Q: 3 clusters Score -26492.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26493.521484 Penalty: 577.771667
	Iteration 7Q: 3 clusters Score -26493.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26494.558594 Penalty: 577.771667
	Iteration 8Q: 3 clusters Score -26494.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26496.105469 Penalty: 577.771667
	Iteration 9Q: 3 clusters Score -26496.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26496.605469 Penalty: 577.771667
	Iteration 10Q: 3 clusters Score -26496.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26496.605469 Penalty: 577.771667
	Iteration 11F: 3 clusters Score -26496.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10150.735352 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10150.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10198.992188 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10198.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10210.473633 Penalty: 497.208710
	Iteration 2Q: 3 clusters Score -10210.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10222.770508 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10222.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10228.809570 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10228.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10233.208984 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10233.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10235.212891 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10235.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10238.490234 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10238.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10240.639648 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10240.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10241.968750 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -10241.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10242.762695 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -10242.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10242.762695 Penalty: 497.208710
	Iteration 11F: 3 clusters Score -10242.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Entering Unmasked Estep 
Score: -1381324.625000 Penalty: 467.165161
	Iteration 0F: 2 clusters Score -1381325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1362112.500000 Penalty: 934.330322
	Iteration 0F: 3 clusters Score -1362112 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1370256.375000 Penalty: 934.330322
	Iteration 1F: 3 clusters Score -1370256 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1370620.625000 Penalty: 934.330322
	Iteration 2Q: 3 clusters Score -1370621 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1371009.250000 Penalty: 934.330322
	Iteration 3Q: 3 clusters Score -1371009 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1371458.625000 Penalty: 934.330322
	Iteration 4Q: 3 clusters Score -1371459 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1372095.625000 Penalty: 934.330322
	Iteration 5Q: 3 clusters Score -1372096 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1373000.125000 Penalty: 934.330322
	Iteration 6F: 3 clusters Score -1373000 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1374230.000000 Penalty: 934.330322
	Iteration 7F: 3 clusters Score -1374230 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -1375675.750000 Penalty: 934.330322
	Iteration 8F: 3 clusters Score -1375676 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1377164.500000 Penalty: 934.330322
	Iteration 9F: 3 clusters Score -1377164 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -1378499.875000 Penalty: 934.330322
	Iteration 10F: 3 clusters Score -1378500 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -1379526.000000 Penalty: 934.330322
	Iteration 11Q: 3 clusters Score -1379526 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -1380254.375000 Penalty: 934.330322
	Iteration 12Q: 3 clusters Score -1380254 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -1380631.750000 Penalty: 934.330322
	Iteration 13Q: 3 clusters Score -1380632 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -1380810.875000 Penalty: 934.330322
	Iteration 14Q: 3 clusters Score -1380811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -1380859.500000 Penalty: 934.330322
	Iteration 15Q: 3 clusters Score -1380860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -1380889.125000 Penalty: 934.330322
	Iteration 16Q: 3 clusters Score -1380889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1380901.875000 Penalty: 934.330322
	Iteration 17Q: 3 clusters Score -1380902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -1380910.375000 Penalty: 934.330322
	Iteration 18Q: 3 clusters Score -1380910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -1380916.250000 Penalty: 934.330322
	Iteration 19Q: 3 clusters Score -1380916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -1380917.500000 Penalty: 934.330322
	Iteration 20F: 3 clusters Score -1380918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -1380919.375000 Penalty: 934.330322
	Iteration 21Q: 3 clusters Score -1380919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -1380920.500000 Penalty: 934.330322
	Iteration 22Q: 3 clusters Score -1380920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -1380920.500000 Penalty: 934.330322
	Iteration 23F: 3 clusters Score -1380920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -120865.906250 Penalty: 349.970367
	Iteration 0F: 2 clusters Score -120865.9 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 1120 members 
Entering Unmasked Estep 
Score: -119292.968750 Penalty: 699.940735
	Iteration 0F: 3 clusters Score -119293 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -119783.984375 Penalty: 699.940735
	Iteration 1F: 3 clusters Score -119784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -119846.320312 Penalty: 699.940735
	Iteration 2F: 3 clusters Score -119846.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119899.992188 Penalty: 699.940735
	Iteration 3F: 3 clusters Score -119900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -119944.406250 Penalty: 699.940735
	Iteration 4Q: 3 clusters Score -119944.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -119990.789062 Penalty: 699.940735
	Iteration 5Q: 3 clusters Score -119990.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -120046.664062 Penalty: 699.940735
	Iteration 6Q: 3 clusters Score -120046.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -120100.351562 Penalty: 699.940735
	Iteration 7Q: 3 clusters Score -120100.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -120172.007812 Penalty: 699.940735
	Iteration 8Q: 3 clusters Score -120172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -120257.687500 Penalty: 699.940735
	Iteration 9Q: 3 clusters Score -120257.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -120332.546875 Penalty: 699.940735
	Iteration 10Q: 3 clusters Score -120332.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -120406.695312 Penalty: 699.940735
	Iteration 11Q: 3 clusters Score -120406.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -120456.835938 Penalty: 699.940735
	Iteration 12Q: 3 clusters Score -120456.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -120482.093750 Penalty: 699.940735
	Iteration 13Q: 3 clusters Score -120482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -120492.656250 Penalty: 699.940735
	Iteration 14Q: 3 clusters Score -120492.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -120498.937500 Penalty: 699.940735
	Iteration 15Q: 3 clusters Score -120498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -120504.398438 Penalty: 699.940735
	Iteration 16Q: 3 clusters Score -120504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -120509.328125 Penalty: 699.940735
	Iteration 17Q: 3 clusters Score -120509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -120512.156250 Penalty: 699.940735
	Iteration 18Q: 3 clusters Score -120512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -120513.773438 Penalty: 699.940735
	Iteration 19Q: 3 clusters Score -120513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -120513.773438 Penalty: 699.940735
	Iteration 20F: 3 clusters Score -120513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -19371.435547 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -19371.44 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 219 members 
Entering Unmasked Estep 
Score: -18924.419922 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -18924.42 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19021.148438 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -19021.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19075.847656 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -19075.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19105.042969 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -19105.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19129.718750 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -19129.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19148.666016 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -19148.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19178.041016 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -19178.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19198.566406 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -19198.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19218.621094 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -19218.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19234.892578 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -19234.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19245.455078 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -19245.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19251.685547 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -19251.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19255.724609 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -19255.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19255.724609 Penalty: 549.010864
	Iteration 13F: 3 clusters Score -19255.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6069.479004 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6069.479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6102.214355 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6102.214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6111.144043 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6111.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6114.438965 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6114.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6115.754395 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6115.754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6119.812012 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6119.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6120.270020 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -6120.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6120.270020 Penalty: 450.337158
	Iteration 7F: 3 clusters Score -6120.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 378 members 
Entering Unmasked Estep 
Score: -34777.031250 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34777.03 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34952.277344 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34952.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34979.078125 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34979.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35000.328125 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -35000.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -35027.097656 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35027.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35049.242188 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35049.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35076.574219 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35076.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35098.984375 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35098.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35119.949219 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35119.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -35129.640625 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35129.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35136.253906 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35136.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35147.210938 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35147.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -35163.738281 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35163.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -35178.007812 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35178.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -35184.425781 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35184.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -35190.367188 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35190.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -35196.632812 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35196.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35196.972656 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35196.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35196.972656 Penalty: 602.910706
	Iteration 18F: 3 clusters Score -35196.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -7707.581055 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -7707.581 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 90 members 
Entering Unmasked Estep 
Score: -7449.921875 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -7449.922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7532.610352 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -7532.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7561.396973 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -7561.397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7575.096680 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -7575.097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7579.877930 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -7579.878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7580.878418 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -7580.878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7580.878418 Penalty: 478.432068
	Iteration 6F: 3 clusters Score -7580.878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (281826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281826 members 
Entering Unmasked Estep 
Score: -13802593.000000 Penalty: 570.981567
	Iteration 0F: 2 clusters Score -1.380259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140646 members 
Mstep: Class 2 contains 141180 members 
Entering Unmasked Estep 
Score: -13622357.000000 Penalty: 1141.963135
	Iteration 0F: 3 clusters Score -1.362236e+07 nChanged 138895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -13713596.000000 Penalty: 1141.963135
	Iteration 1F: 3 clusters Score -1.37136e+07 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 156709 members 
Entering Unmasked Estep 
Score: -13722094.000000 Penalty: 1141.963135
	Iteration 2F: 3 clusters Score -1.372209e+07 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -13734934.000000 Penalty: 1141.963135
	Iteration 3F: 3 clusters Score -1.373493e+07 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -13751017.000000 Penalty: 1141.963135
	Iteration 4F: 3 clusters Score -1.375102e+07 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -13764504.000000 Penalty: 1141.963135
	Iteration 5F: 3 clusters Score -1.37645e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 178217 members 
Entering Unmasked Estep 
Score: -13770615.000000 Penalty: 1141.963135
	Iteration 6Q: 3 clusters Score -1.377062e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 180733 members 
Entering Unmasked Estep 
Score: -13773122.000000 Penalty: 1141.963135
	Iteration 7Q: 3 clusters Score -1.377312e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 182974 members 
Entering Unmasked Estep 
Score: -13774974.000000 Penalty: 1141.963135
	Iteration 8Q: 3 clusters Score -1.377497e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -13776700.000000 Penalty: 1141.963135
	Iteration 9Q: 3 clusters Score -1.37767e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 187389 members 
Entering Unmasked Estep 
Score: -13778664.000000 Penalty: 1141.963135
	Iteration 10Q: 3 clusters Score -1.377866e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 189565 members 
Entering Unmasked Estep 
Score: -13780615.000000 Penalty: 1141.963135
	Iteration 11Q: 3 clusters Score -1.378062e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 191770 members 
Entering Unmasked Estep 
Score: -13782656.000000 Penalty: 1141.963135
	Iteration 12Q: 3 clusters Score -1.378266e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 193878 members 
Entering Unmasked Estep 
Score: -13784722.000000 Penalty: 1141.963135
	Iteration 13Q: 3 clusters Score -1.378472e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -13786576.000000 Penalty: 1141.963135
	Iteration 14Q: 3 clusters Score -1.378658e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 197850 members 
Entering Unmasked Estep 
Score: -13788078.000000 Penalty: 1141.963135
	Iteration 15Q: 3 clusters Score -1.378808e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 199624 members 
Entering Unmasked Estep 
Score: -13789468.000000 Penalty: 1141.963135
	Iteration 16Q: 3 clusters Score -1.378947e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 201255 members 
Entering Unmasked Estep 
Score: -13790490.000000 Penalty: 1141.963135
	Iteration 17Q: 3 clusters Score -1.379049e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 202723 members 
Entering Unmasked Estep 
Score: -13791206.000000 Penalty: 1141.963135
	Iteration 18Q: 3 clusters Score -1.379121e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 204046 members 
Entering Unmasked Estep 
Score: -13791672.000000 Penalty: 1141.963135
	Iteration 19Q: 3 clusters Score -1.379167e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 205322 members 
Entering Unmasked Estep 
Score: -13791967.000000 Penalty: 1141.963135
	Iteration 20F: 3 clusters Score -1.379197e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 206486 members 
Entering Unmasked Estep 
Score: -13792267.000000 Penalty: 1141.963135
	Iteration 21Q: 3 clusters Score -1.379227e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 207616 members 
Entering Unmasked Estep 
Score: -13792549.000000 Penalty: 1141.963135
	Iteration 22Q: 3 clusters Score -1.379255e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 208676 members 
Entering Unmasked Estep 
Score: -13792660.000000 Penalty: 1141.963135
	Iteration 23Q: 3 clusters Score -1.379266e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 209658 members 
Entering Unmasked Estep 
Score: -13792789.000000 Penalty: 1141.963135
	Iteration 24Q: 3 clusters Score -1.379279e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 210626 members 
Entering Unmasked Estep 
Score: -13792965.000000 Penalty: 1141.963135
	Iteration 25Q: 3 clusters Score -1.379296e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 211566 members 
Entering Unmasked Estep 
Score: -13793114.000000 Penalty: 1141.963135
	Iteration 26Q: 3 clusters Score -1.379311e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 212491 members 
Entering Unmasked Estep 
Score: -13793237.000000 Penalty: 1141.963135
	Iteration 27Q: 3 clusters Score -1.379324e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 213466 members 
Entering Unmasked Estep 
Score: -13793324.000000 Penalty: 1141.963135
	Iteration 28Q: 3 clusters Score -1.379332e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 214450 members 
Entering Unmasked Estep 
Score: -13793448.000000 Penalty: 1141.963135
	Iteration 29Q: 3 clusters Score -1.379345e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 215467 members 
Entering Unmasked Estep 
Score: -13793555.000000 Penalty: 1141.963135
	Iteration 30Q: 3 clusters Score -1.379356e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 216463 members 
Entering Unmasked Estep 
Score: -13793667.000000 Penalty: 1141.963135
	Iteration 31Q: 3 clusters Score -1.379367e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 217463 members 
Entering Unmasked Estep 
Score: -13793792.000000 Penalty: 1141.963135
	Iteration 32Q: 3 clusters Score -1.379379e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 218498 members 
Entering Unmasked Estep 
Score: -13793941.000000 Penalty: 1141.963135
	Iteration 33Q: 3 clusters Score -1.379394e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 219519 members 
Entering Unmasked Estep 
Score: -13793995.000000 Penalty: 1141.963135
	Iteration 34Q: 3 clusters Score -1.3794e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 220579 members 
Entering Unmasked Estep 
Score: -13794116.000000 Penalty: 1141.963135
	Iteration 35Q: 3 clusters Score -1.379412e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 221645 members 
Entering Unmasked Estep 
Score: -13794172.000000 Penalty: 1141.963135
	Iteration 36Q: 3 clusters Score -1.379417e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 222745 members 
Entering Unmasked Estep 
Score: -13794202.000000 Penalty: 1141.963135
	Iteration 37Q: 3 clusters Score -1.37942e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 223803 members 
Entering Unmasked Estep 
Score: -13794251.000000 Penalty: 1141.963135
	Iteration 38Q: 3 clusters Score -1.379425e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 224833 members 
Entering Unmasked Estep 
Score: -13794289.000000 Penalty: 1141.963135
	Iteration 39Q: 3 clusters Score -1.379429e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 225929 members 
Entering Unmasked Estep 
Score: -13794419.000000 Penalty: 1141.963135
	Iteration 40F: 3 clusters Score -1.379442e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 227021 members 
Entering Unmasked Estep 
Score: -13794524.000000 Penalty: 1141.963135
	Iteration 41Q: 3 clusters Score -1.379452e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 228113 members 
Entering Unmasked Estep 
Score: -13794622.000000 Penalty: 1141.963135
	Iteration 42Q: 3 clusters Score -1.379462e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 229249 members 
Entering Unmasked Estep 
Score: -13794635.000000 Penalty: 1141.963135
	Iteration 43Q: 3 clusters Score -1.379464e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 230405 members 
Entering Unmasked Estep 
Score: -13794809.000000 Penalty: 1141.963135
	Iteration 44Q: 3 clusters Score -1.379481e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 231591 members 
Entering Unmasked Estep 
Score: -13794912.000000 Penalty: 1141.963135
	Iteration 45Q: 3 clusters Score -1.379491e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 232800 members 
Entering Unmasked Estep 
Score: -13794948.000000 Penalty: 1141.963135
	Iteration 46Q: 3 clusters Score -1.379495e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -13795015.000000 Penalty: 1141.963135
	Iteration 47Q: 3 clusters Score -1.379502e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 235247 members 
Entering Unmasked Estep 
Score: -13795100.000000 Penalty: 1141.963135
	Iteration 48Q: 3 clusters Score -1.37951e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 236523 members 
Entering Unmasked Estep 
Score: -13795122.000000 Penalty: 1141.963135
	Iteration 49Q: 3 clusters Score -1.379512e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 237780 members 
Entering Unmasked Estep 
Score: -13795160.000000 Penalty: 1141.963135
	Iteration 50Q: 3 clusters Score -1.379516e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 239134 members 
Entering Unmasked Estep 
Score: -13795168.000000 Penalty: 1141.963135
	Iteration 51Q: 3 clusters Score -1.379517e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 240499 members 
Entering Unmasked Estep 
Score: -13795320.000000 Penalty: 1141.963135
	Iteration 52Q: 3 clusters Score -1.379532e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 241910 members 
Entering Unmasked Estep 
Score: -13795558.000000 Penalty: 1141.963135
	Iteration 53Q: 3 clusters Score -1.379556e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 243360 members 
Entering Unmasked Estep 
Score: -13795892.000000 Penalty: 1141.963135
	Iteration 54Q: 3 clusters Score -1.379589e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 244879 members 
Entering Unmasked Estep 
Score: -13796113.000000 Penalty: 1141.963135
	Iteration 55Q: 3 clusters Score -1.379611e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 246444 members 
Entering Unmasked Estep 
Score: -13796336.000000 Penalty: 1141.963135
	Iteration 56Q: 3 clusters Score -1.379634e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 248004 members 
Entering Unmasked Estep 
Score: -13796558.000000 Penalty: 1141.963135
	Iteration 57Q: 3 clusters Score -1.379656e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 249629 members 
Entering Unmasked Estep 
Score: -13796652.000000 Penalty: 1141.963135
	Iteration 58Q: 3 clusters Score -1.379665e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 251276 members 
Entering Unmasked Estep 
Score: -13796815.000000 Penalty: 1141.963135
	Iteration 59Q: 3 clusters Score -1.379682e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 253005 members 
Entering Unmasked Estep 
Score: -13796935.000000 Penalty: 1141.963135
	Iteration 60F: 3 clusters Score -1.379694e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 254751 members 
Entering Unmasked Estep 
Score: -13797002.000000 Penalty: 1141.963135
	Iteration 61Q: 3 clusters Score -1.3797e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 256497 members 
Entering Unmasked Estep 
Score: -13797165.000000 Penalty: 1141.963135
	Iteration 62Q: 3 clusters Score -1.379716e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 258231 members 
Entering Unmasked Estep 
Score: -13797267.000000 Penalty: 1141.963135
	Iteration 63Q: 3 clusters Score -1.379727e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 260013 members 
Entering Unmasked Estep 
Score: -13797553.000000 Penalty: 1141.963135
	Iteration 64Q: 3 clusters Score -1.379755e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -13797768.000000 Penalty: 1141.963135
	Iteration 65Q: 3 clusters Score -1.379777e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 263807 members 
Entering Unmasked Estep 
Score: -13798050.000000 Penalty: 1141.963135
	Iteration 66Q: 3 clusters Score -1.379805e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 265801 members 
Entering Unmasked Estep 
Score: -13798193.000000 Penalty: 1141.963135
	Iteration 67Q: 3 clusters Score -1.379819e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 267805 members 
Entering Unmasked Estep 
Score: -13798491.000000 Penalty: 1141.963135
	Iteration 68Q: 3 clusters Score -1.379849e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 269717 members 
Entering Unmasked Estep 
Score: -13798819.000000 Penalty: 1141.963135
	Iteration 69Q: 3 clusters Score -1.379882e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 271560 members 
Entering Unmasked Estep 
Score: -13799214.000000 Penalty: 1141.963135
	Iteration 70Q: 3 clusters Score -1.379921e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 273355 members 
Entering Unmasked Estep 
Score: -13799744.000000 Penalty: 1141.963135
	Iteration 71Q: 3 clusters Score -1.379974e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 275064 members 
Entering Unmasked Estep 
Score: -13800196.000000 Penalty: 1141.963135
	Iteration 72Q: 3 clusters Score -1.38002e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 276569 members 
Entering Unmasked Estep 
Score: -13800604.000000 Penalty: 1141.963135
	Iteration 73Q: 3 clusters Score -1.38006e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 277883 members 
Entering Unmasked Estep 
Score: -13800985.000000 Penalty: 1141.963135
	Iteration 74Q: 3 clusters Score -1.380098e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 278939 members 
Entering Unmasked Estep 
Score: -13801368.000000 Penalty: 1141.963135
	Iteration 75Q: 3 clusters Score -1.380137e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 279718 members 
Entering Unmasked Estep 
Score: -13801628.000000 Penalty: 1141.963135
	Iteration 76Q: 3 clusters Score -1.380163e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 280296 members 
Entering Unmasked Estep 
Score: -13801800.000000 Penalty: 1141.963135
	Iteration 77Q: 3 clusters Score -1.38018e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 280674 members 
Entering Unmasked Estep 
Score: -13801886.000000 Penalty: 1141.963135
	Iteration 78Q: 3 clusters Score -1.380189e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 280919 members 
Entering Unmasked Estep 
Score: -13801970.000000 Penalty: 1141.963135
	Iteration 79Q: 3 clusters Score -1.380197e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 281058 members 
Entering Unmasked Estep 
Score: -13802028.000000 Penalty: 1141.963135
	Iteration 80F: 3 clusters Score -1.380203e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 281152 members 
Entering Unmasked Estep 
Score: -13802052.000000 Penalty: 1141.963135
	Iteration 81Q: 3 clusters Score -1.380205e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 281235 members 
Entering Unmasked Estep 
Score: -13802079.000000 Penalty: 1141.963135
	Iteration 82Q: 3 clusters Score -1.380208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 281303 members 
Entering Unmasked Estep 
Score: -13802092.000000 Penalty: 1141.963135
	Iteration 83Q: 3 clusters Score -1.380209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 281356 members 
Entering Unmasked Estep 
Score: -13802094.000000 Penalty: 1141.963135
	Iteration 84Q: 3 clusters Score -1.380209e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 281382 members 
Entering Unmasked Estep 
Score: -13802100.000000 Penalty: 1141.963135
	Iteration 85Q: 3 clusters Score -1.38021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281402 members 
Entering Unmasked Estep 
Score: -13802122.000000 Penalty: 1141.963135
	Iteration 86Q: 3 clusters Score -1.380212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 281418 members 
Entering Unmasked Estep 
Score: -13802142.000000 Penalty: 1141.963135
	Iteration 87Q: 3 clusters Score -1.380214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 281428 members 
Entering Unmasked Estep 
Score: -13802150.000000 Penalty: 1141.963135
	Iteration 88Q: 3 clusters Score -1.380215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 281437 members 
Entering Unmasked Estep 
Score: -13802148.000000 Penalty: 1141.963135
	Iteration 89Q: 3 clusters Score -1.380215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 281446 members 
Entering Unmasked Estep 
Score: -13802159.000000 Penalty: 1141.963135
	Iteration 90Q: 3 clusters Score -1.380216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 281451 members 
Entering Unmasked Estep 
Score: -13802172.000000 Penalty: 1141.963135
	Iteration 91Q: 3 clusters Score -1.380217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 281456 members 
Entering Unmasked Estep 
Score: -13802166.000000 Penalty: 1141.963135
	Iteration 92Q: 3 clusters Score -1.380217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281459 members 
Entering Unmasked Estep 
Score: -13802178.000000 Penalty: 1141.963135
	Iteration 93Q: 3 clusters Score -1.380218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 281471 members 
Entering Unmasked Estep 
Score: -13802189.000000 Penalty: 1141.963135
	Iteration 94Q: 3 clusters Score -1.380219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 281482 members 
Entering Unmasked Estep 
Score: -13802189.000000 Penalty: 1141.963135
	Iteration 95Q: 3 clusters Score -1.380219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281489 members 
Entering Unmasked Estep 
Score: -13802196.000000 Penalty: 1141.963135
	Iteration 96Q: 3 clusters Score -1.38022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 281494 members 
Entering Unmasked Estep 
Score: -13802194.000000 Penalty: 1141.963135
	Iteration 97Q: 3 clusters Score -1.380219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281500 members 
Entering Unmasked Estep 
Score: -13802196.000000 Penalty: 1141.963135
	Iteration 98Q: 3 clusters Score -1.38022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 281506 members 
Entering Unmasked Estep 
Score: -13802195.000000 Penalty: 1141.963135
	Iteration 99Q: 3 clusters Score -1.38022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 281513 members 
Entering Unmasked Estep 
Score: -13802195.000000 Penalty: 1141.963135
	Iteration 100F: 3 clusters Score -1.38022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281518 members 
Entering Unmasked Estep 
Score: -13802201.000000 Penalty: 1141.963135
	Iteration 101Q: 3 clusters Score -1.38022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281527 members 
Entering Unmasked Estep 
Score: -13802223.000000 Penalty: 1141.963135
	Iteration 102Q: 3 clusters Score -1.380222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281532 members 
Entering Unmasked Estep 
Score: -13802221.000000 Penalty: 1141.963135
	Iteration 103Q: 3 clusters Score -1.380222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281537 members 
Entering Unmasked Estep 
Score: -13802223.000000 Penalty: 1141.963135
	Iteration 104Q: 3 clusters Score -1.380222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281534 members 
Entering Unmasked Estep 
Score: -13802220.000000 Penalty: 1141.963135
	Iteration 105Q: 3 clusters Score -1.380222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281533 members 
Entering Unmasked Estep 
Score: -13802222.000000 Penalty: 1141.963135
	Iteration 106Q: 3 clusters Score -1.380222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281532 members 
Entering Unmasked Estep 
Score: -13802227.000000 Penalty: 1141.963135
	Iteration 107Q: 3 clusters Score -1.380223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281533 members 
Entering Unmasked Estep 
Score: -13802227.000000 Penalty: 1141.963135
	Iteration 108Q: 3 clusters Score -1.380223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 281533 members 
Entering Unmasked Estep 
Score: -13802227.000000 Penalty: 1141.963135
	Iteration 109F: 3 clusters Score -1.380223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Entering Unmasked Estep 
Score: -569143.375000 Penalty: 427.608124
	Iteration 0F: 2 clusters Score -569143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -561131.750000 Penalty: 855.216248
	Iteration 0F: 3 clusters Score -561131.8 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -564392.062500 Penalty: 855.216248
	Iteration 1F: 3 clusters Score -564392.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -564643.437500 Penalty: 855.216248
	Iteration 2F: 3 clusters Score -564643.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -564975.750000 Penalty: 855.216248
	Iteration 3F: 3 clusters Score -564975.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -565426.250000 Penalty: 855.216248
	Iteration 4F: 3 clusters Score -565426.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -566013.687500 Penalty: 855.216248
	Iteration 5F: 3 clusters Score -566013.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -566558.625000 Penalty: 855.216248
	Iteration 6F: 3 clusters Score -566558.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -566908.625000 Penalty: 855.216248
	Iteration 7Q: 3 clusters Score -566908.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -567090.812500 Penalty: 855.216248
	Iteration 8Q: 3 clusters Score -567090.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -567226.375000 Penalty: 855.216248
	Iteration 9Q: 3 clusters Score -567226.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -567348.312500 Penalty: 855.216248
	Iteration 10Q: 3 clusters Score -567348.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -567472.125000 Penalty: 855.216248
	Iteration 11Q: 3 clusters Score -567472.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -567583.312500 Penalty: 855.216248
	Iteration 12Q: 3 clusters Score -567583.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -567695.812500 Penalty: 855.216248
	Iteration 13Q: 3 clusters Score -567695.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -567809.250000 Penalty: 855.216248
	Iteration 14Q: 3 clusters Score -567809.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -567942.875000 Penalty: 855.216248
	Iteration 15Q: 3 clusters Score -567942.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -568079.500000 Penalty: 855.216248
	Iteration 16Q: 3 clusters Score -568079.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -568229.250000 Penalty: 855.216248
	Iteration 17Q: 3 clusters Score -568229.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -568346.437500 Penalty: 855.216248
	Iteration 18Q: 3 clusters Score -568346.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -568429.125000 Penalty: 855.216248
	Iteration 19Q: 3 clusters Score -568429.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -568533.562500 Penalty: 855.216248
	Iteration 20F: 3 clusters Score -568533.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -568622.437500 Penalty: 855.216248
	Iteration 21Q: 3 clusters Score -568622.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -568678.687500 Penalty: 855.216248
	Iteration 22Q: 3 clusters Score -568678.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -568714.625000 Penalty: 855.216248
	Iteration 23Q: 3 clusters Score -568714.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -568734.187500 Penalty: 855.216248
	Iteration 24Q: 3 clusters Score -568734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -568746.312500 Penalty: 855.216248
	Iteration 25Q: 3 clusters Score -568746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -568754.562500 Penalty: 855.216248
	Iteration 26Q: 3 clusters Score -568754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -568762.187500 Penalty: 855.216248
	Iteration 27Q: 3 clusters Score -568762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -568767.625000 Penalty: 855.216248
	Iteration 28Q: 3 clusters Score -568767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -568770.625000 Penalty: 855.216248
	Iteration 29Q: 3 clusters Score -568770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -568772.562500 Penalty: 855.216248
	Iteration 30Q: 3 clusters Score -568772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -568773.875000 Penalty: 855.216248
	Iteration 31Q: 3 clusters Score -568773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -568776.562500 Penalty: 855.216248
	Iteration 32Q: 3 clusters Score -568776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -568776.500000 Penalty: 855.216248
	Iteration 33Q: 3 clusters Score -568776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -568777.187500 Penalty: 855.216248
	Iteration 34Q: 3 clusters Score -568777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -568778.437500 Penalty: 855.216248
	Iteration 35Q: 3 clusters Score -568778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -568778.437500 Penalty: 855.216248
	Iteration 36F: 3 clusters Score -568778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -16635.476562 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -16635.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16233.166992 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -16233.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16315.396484 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -16315.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16339.026367 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -16339.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16350.023438 Penalty: 533.331543
	Iteration 3Q: 3 clusters Score -16350.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16354.573242 Penalty: 533.331543
	Iteration 4Q: 3 clusters Score -16354.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16363.049805 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -16363.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16367.152344 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -16367.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16367.494141 Penalty: 533.331543
	Iteration 7Q: 3 clusters Score -16367.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16367.845703 Penalty: 533.331543
	Iteration 8Q: 3 clusters Score -16367.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16370.302734 Penalty: 533.331543
	Iteration 9Q: 3 clusters Score -16370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16374.578125 Penalty: 533.331543
	Iteration 10Q: 3 clusters Score -16374.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16376.569336 Penalty: 533.331543
	Iteration 11Q: 3 clusters Score -16376.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16377.061523 Penalty: 533.331543
	Iteration 12Q: 3 clusters Score -16377.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16377.061523 Penalty: 533.331543
	Iteration 13F: 3 clusters Score -16377.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (100285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Entering Unmasked Estep 
Score: -4935771.000000 Penalty: 523.967590
	Iteration 0F: 2 clusters Score -4935771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -4867988.500000 Penalty: 1047.935181
	Iteration 0F: 3 clusters Score -4867988 nChanged 49084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -4897178.000000 Penalty: 1047.935181
	Iteration 1F: 3 clusters Score -4897178 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -4897973.500000 Penalty: 1047.935181
	Iteration 2Q: 3 clusters Score -4897974 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -4898989.500000 Penalty: 1047.935181
	Iteration 3Q: 3 clusters Score -4898990 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4900669.500000 Penalty: 1047.935181
	Iteration 4Q: 3 clusters Score -4900670 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -4903289.000000 Penalty: 1047.935181
	Iteration 5Q: 3 clusters Score -4903289 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4907268.500000 Penalty: 1047.935181
	Iteration 6F: 3 clusters Score -4907268 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4912768.500000 Penalty: 1047.935181
	Iteration 7F: 3 clusters Score -4912768 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4918650.000000 Penalty: 1047.935181
	Iteration 8F: 3 clusters Score -4918650 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4923780.000000 Penalty: 1047.935181
	Iteration 9F: 3 clusters Score -4923780 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4927960.500000 Penalty: 1047.935181
	Iteration 10Q: 3 clusters Score -4927960 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4931083.000000 Penalty: 1047.935181
	Iteration 11Q: 3 clusters Score -4931083 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4933060.000000 Penalty: 1047.935181
	Iteration 12Q: 3 clusters Score -4933060 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4934157.500000 Penalty: 1047.935181
	Iteration 13Q: 3 clusters Score -4934158 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4934726.000000 Penalty: 1047.935181
	Iteration 14Q: 3 clusters Score -4934726 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4934997.000000 Penalty: 1047.935181
	Iteration 15Q: 3 clusters Score -4934997 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4935127.500000 Penalty: 1047.935181
	Iteration 16Q: 3 clusters Score -4935128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4935207.500000 Penalty: 1047.935181
	Iteration 17Q: 3 clusters Score -4935208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4935248.500000 Penalty: 1047.935181
	Iteration 18Q: 3 clusters Score -4935248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4935270.000000 Penalty: 1047.935181
	Iteration 19Q: 3 clusters Score -4935270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4935286.500000 Penalty: 1047.935181
	Iteration 20F: 3 clusters Score -4935286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4935288.500000 Penalty: 1047.935181
	Iteration 21Q: 3 clusters Score -4935288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4935294.000000 Penalty: 1047.935181
	Iteration 22Q: 3 clusters Score -4935294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4935307.000000 Penalty: 1047.935181
	Iteration 23Q: 3 clusters Score -4935307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4935311.500000 Penalty: 1047.935181
	Iteration 24Q: 3 clusters Score -4935312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -4935314.000000 Penalty: 1047.935181
	Iteration 25Q: 3 clusters Score -4935314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4935317.500000 Penalty: 1047.935181
	Iteration 26Q: 3 clusters Score -4935318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4935318.500000 Penalty: 1047.935181
	Iteration 27Q: 3 clusters Score -4935318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4935318.000000 Penalty: 1047.935181
	Iteration 28Q: 3 clusters Score -4935318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4935322.500000 Penalty: 1047.935181
	Iteration 29Q: 3 clusters Score -4935322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100169 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4935322.500000 Penalty: 1047.935181
	Iteration 30F: 3 clusters Score -4935322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 8175 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77286 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28778 members 
Mstep: Class 14 contains 2190 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 281826 members 
Mstep: Class 20 contains 12064 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 100285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302026.000000 Penalty: 13195.011719
Iteration 199Q: 23 clusters Score -2.530203e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2238 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77318 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28734 members 
Mstep: Class 14 contains 2191 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 282084 members 
Mstep: Class 20 contains 12072 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 99991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301992.000000 Penalty: 13195.011719
Iteration 200F: 23 clusters Score -2.530199e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77371 members 
Mstep: Class 10 contains 3231 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28689 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 282352 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 99671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301994.000000 Penalty: 13195.011719
Iteration 201Q: 23 clusters Score -2.530199e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77419 members 
Mstep: Class 10 contains 3237 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28643 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 282594 members 
Mstep: Class 20 contains 12080 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 99377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301988.000000 Penalty: 13195.011719
Iteration 202Q: 23 clusters Score -2.530199e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 8300 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77465 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28588 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 282855 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 99065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25302028.000000 Penalty: 13195.011719
Iteration 203Q: 23 clusters Score -2.530203e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 8350 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77508 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 577 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28537 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 283125 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 98724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301892.000000 Penalty: 13195.011719
Iteration 204Q: 23 clusters Score -2.530189e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 8395 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77563 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28498 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 283402 members 
Mstep: Class 20 contains 12112 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 98366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301844.000000 Penalty: 13195.011719
Iteration 205Q: 23 clusters Score -2.530184e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2247 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77607 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28455 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 283657 members 
Mstep: Class 20 contains 12119 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 98043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301826.000000 Penalty: 13195.011719
Iteration 206Q: 23 clusters Score -2.530183e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5537 members 
Mstep: Class 7 contains 8466 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77641 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28396 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 283928 members 
Mstep: Class 20 contains 12128 members 
Mstep: Class 21 contains 354 members 
Mstep: Class 22 contains 97733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301824.000000 Penalty: 13195.011719
Iteration 207Q: 23 clusters Score -2.530182e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 8498 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77676 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28329 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 284206 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 356 members 
Mstep: Class 22 contains 97418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301732.000000 Penalty: 13195.011719
Iteration 208Q: 23 clusters Score -2.530173e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 8528 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77727 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28265 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 284478 members 
Mstep: Class 20 contains 12150 members 
Mstep: Class 21 contains 362 members 
Mstep: Class 22 contains 97099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301712.000000 Penalty: 13195.011719
Iteration 209Q: 23 clusters Score -2.530171e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2252 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77777 members 
Mstep: Class 10 contains 3293 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 284755 members 
Mstep: Class 20 contains 12149 members 
Mstep: Class 21 contains 367 members 
Mstep: Class 22 contains 96775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301562.000000 Penalty: 13195.011719
Iteration 210Q: 23 clusters Score -2.530156e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77842 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 2213 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 284999 members 
Mstep: Class 20 contains 12155 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 96466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301530.000000 Penalty: 13195.011719
Iteration 211Q: 23 clusters Score -2.530153e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 8604 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77894 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 285236 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 96169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301514.000000 Penalty: 13195.011719
Iteration 212Q: 23 clusters Score -2.530151e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77930 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27992 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 285485 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 374 members 
Mstep: Class 22 contains 95879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301546.000000 Penalty: 13195.011719
Iteration 213Q: 23 clusters Score -2.530155e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 8665 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 77975 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27902 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 285724 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 371 members 
Mstep: Class 22 contains 95589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301566.000000 Penalty: 13195.011719
Iteration 214Q: 23 clusters Score -2.530157e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5565 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78008 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27812 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 285924 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 95343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301578.000000 Penalty: 13195.011719
Iteration 215Q: 23 clusters Score -2.530158e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78058 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27732 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 286134 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 370 members 
Mstep: Class 22 contains 95077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301598.000000 Penalty: 13195.011719
Iteration 216Q: 23 clusters Score -2.53016e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78105 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27637 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 286350 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 368 members 
Mstep: Class 22 contains 94812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301630.000000 Penalty: 13195.011719
Iteration 217Q: 23 clusters Score -2.530163e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78154 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27549 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 192 members 
Mstep: Class 19 contains 286566 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 94544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301588.000000 Penalty: 13195.011719
Iteration 218Q: 23 clusters Score -2.530159e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 2672 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78192 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27468 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 286805 members 
Mstep: Class 20 contains 12262 members 
Mstep: Class 21 contains 380 members 
Mstep: Class 22 contains 94268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301642.000000 Penalty: 13195.011719
Iteration 219Q: 23 clusters Score -2.530164e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 8937 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78230 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 570 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 287065 members 
Mstep: Class 20 contains 12270 members 
Mstep: Class 21 contains 386 members 
Mstep: Class 22 contains 93955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301604.000000 Penalty: 13195.011719
Iteration 220F: 23 clusters Score -2.53016e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78263 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27336 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 287277 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 93695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301592.000000 Penalty: 13195.011719
Iteration 221Q: 23 clusters Score -2.530159e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 9039 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78297 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27274 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 287470 members 
Mstep: Class 20 contains 12277 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 93442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301594.000000 Penalty: 13195.011719
Iteration 222Q: 23 clusters Score -2.530159e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 9064 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78325 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27230 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 287660 members 
Mstep: Class 20 contains 12277 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 93210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301574.000000 Penalty: 13195.011719
Iteration 223Q: 23 clusters Score -2.530157e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2694 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 9093 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 78351 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27191 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 287872 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 92948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301636.000000 Penalty: 13195.011719
Iteration 224Q: 23 clusters Score -2.530164e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 9115 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78386 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27151 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 288078 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 92701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301626.000000 Penalty: 13195.011719
Iteration 225Q: 23 clusters Score -2.530163e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2702 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78431 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27100 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 288286 members 
Mstep: Class 20 contains 12274 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 92433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301614.000000 Penalty: 13195.011719
Iteration 226Q: 23 clusters Score -2.530161e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 9164 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78470 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27062 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 288490 members 
Mstep: Class 20 contains 12280 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 92171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301578.000000 Penalty: 13195.011719
Iteration 227Q: 23 clusters Score -2.530158e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 9193 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78512 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 288707 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 91901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301640.000000 Penalty: 13195.011719
Iteration 228Q: 23 clusters Score -2.530164e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 9223 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78549 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26982 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 288932 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 91624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301640.000000 Penalty: 13195.011719
Iteration 229Q: 23 clusters Score -2.530164e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78581 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26933 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 289144 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 91379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301616.000000 Penalty: 13195.011719
Iteration 230Q: 23 clusters Score -2.530162e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2333 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 9281 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78621 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 289341 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 91140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301642.000000 Penalty: 13195.011719
Iteration 231Q: 23 clusters Score -2.530164e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78663 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 565 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26840 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 289523 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 90929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301576.000000 Penalty: 13195.011719
Iteration 232Q: 23 clusters Score -2.530158e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 9331 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78723 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26778 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 289691 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 90728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301624.000000 Penalty: 13195.011719
Iteration 233Q: 23 clusters Score -2.530162e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 9355 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78768 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26733 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 289866 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 90512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301650.000000 Penalty: 13195.011719
Iteration 234Q: 23 clusters Score -2.530165e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78822 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26681 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290028 members 
Mstep: Class 20 contains 12332 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 90298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301674.000000 Penalty: 13195.011719
Iteration 235Q: 23 clusters Score -2.530167e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 2719 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 78878 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290193 members 
Mstep: Class 20 contains 12338 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 90086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301672.000000 Penalty: 13195.011719
Iteration 236Q: 23 clusters Score -2.530167e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78918 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290354 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301610.000000 Penalty: 13195.011719
Iteration 237Q: 23 clusters Score -2.530161e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78957 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26561 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290486 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301582.000000 Penalty: 13195.011719
Iteration 238Q: 23 clusters Score -2.530158e+07 nChanged 308
Entering ConstructFrom: 
Score: -25301582.000000 Penalty: 13195.011719
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 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 116 members 
Entering Unmasked Estep 
Score: -9236.724609 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9236.725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9308.692383 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9308.692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9333.757812 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9333.758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9338.366211 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9338.366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9341.759766 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9341.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9343.841797 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9343.842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9345.547852 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9345.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9346.156250 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9346.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9346.156250 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -9346.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -114592.398438 Penalty: 352.906891
	Iteration 0F: 2 clusters Score -114592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112887.570312 Penalty: 705.813782
	Iteration 0F: 3 clusters Score -112887.6 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -113414.914062 Penalty: 705.813782
	Iteration 1F: 3 clusters Score -113414.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -113533.515625 Penalty: 705.813782
	Iteration 2F: 3 clusters Score -113533.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -113626.390625 Penalty: 705.813782
	Iteration 3F: 3 clusters Score -113626.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -113738.718750 Penalty: 705.813782
	Iteration 4F: 3 clusters Score -113738.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -113857.117188 Penalty: 705.813782
	Iteration 5F: 3 clusters Score -113857.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113983.335938 Penalty: 705.813782
	Iteration 6F: 3 clusters Score -113983.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114096.890625 Penalty: 705.813782
	Iteration 7F: 3 clusters Score -114096.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114191.250000 Penalty: 705.813782
	Iteration 8Q: 3 clusters Score -114191.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -114253.445312 Penalty: 705.813782
	Iteration 9Q: 3 clusters Score -114253.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -114286.859375 Penalty: 705.813782
	Iteration 10Q: 3 clusters Score -114286.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -114307.718750 Penalty: 705.813782
	Iteration 11Q: 3 clusters Score -114307.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -114321.867188 Penalty: 705.813782
	Iteration 12Q: 3 clusters Score -114321.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -114335.945312 Penalty: 705.813782
	Iteration 13Q: 3 clusters Score -114335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -114353.320312 Penalty: 705.813782
	Iteration 14Q: 3 clusters Score -114353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -114369.617188 Penalty: 705.813782
	Iteration 15Q: 3 clusters Score -114369.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -114385.781250 Penalty: 705.813782
	Iteration 16Q: 3 clusters Score -114385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -114394.812500 Penalty: 705.813782
	Iteration 17Q: 3 clusters Score -114394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -114407.046875 Penalty: 705.813782
	Iteration 18Q: 3 clusters Score -114407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -114424.625000 Penalty: 705.813782
	Iteration 19Q: 3 clusters Score -114424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -114430.343750 Penalty: 705.813782
	Iteration 20F: 3 clusters Score -114430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -114431.414062 Penalty: 705.813782
	Iteration 21Q: 3 clusters Score -114431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -114432.843750 Penalty: 705.813782
	Iteration 22Q: 3 clusters Score -114432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -114433.031250 Penalty: 705.813782
	Iteration 23Q: 3 clusters Score -114433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -114433.148438 Penalty: 705.813782
	Iteration 24Q: 3 clusters Score -114433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -114433.148438 Penalty: 705.813782
	Iteration 25F: 3 clusters Score -114433.1 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: -125970.414062 Penalty: 353.641083
	Iteration 0F: 2 clusters Score -125970.4 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 1171 members 
Entering Unmasked Estep 
Score: -124265.984375 Penalty: 707.282166
	Iteration 0F: 3 clusters Score -124266 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -124816.492188 Penalty: 707.282166
	Iteration 1F: 3 clusters Score -124816.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -124921.976562 Penalty: 707.282166
	Iteration 2F: 3 clusters Score -124922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -125014.132812 Penalty: 707.282166
	Iteration 3F: 3 clusters Score -125014.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -125131.390625 Penalty: 707.282166
	Iteration 4F: 3 clusters Score -125131.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -125263.960938 Penalty: 707.282166
	Iteration 5F: 3 clusters Score -125264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125362.750000 Penalty: 707.282166
	Iteration 6F: 3 clusters Score -125362.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -125431.789062 Penalty: 707.282166
	Iteration 7Q: 3 clusters Score -125431.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125479.398438 Penalty: 707.282166
	Iteration 8Q: 3 clusters Score -125479.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125507.195312 Penalty: 707.282166
	Iteration 9Q: 3 clusters Score -125507.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125524.648438 Penalty: 707.282166
	Iteration 10Q: 3 clusters Score -125524.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125533.054688 Penalty: 707.282166
	Iteration 11Q: 3 clusters Score -125533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125542.242188 Penalty: 707.282166
	Iteration 12Q: 3 clusters Score -125542.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125550.867188 Penalty: 707.282166
	Iteration 13Q: 3 clusters Score -125550.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125559.976562 Penalty: 707.282166
	Iteration 14Q: 3 clusters Score -125560 nChanged 26
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: -125573.257812 Penalty: 707.282166
	Iteration 15Q: 3 clusters Score -125573.3 nChanged 35
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: -125589.757812 Penalty: 707.282166
	Iteration 16Q: 3 clusters Score -125589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125603.617188 Penalty: 707.282166
	Iteration 17Q: 3 clusters Score -125603.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125612.921875 Penalty: 707.282166
	Iteration 18Q: 3 clusters Score -125612.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125619.187500 Penalty: 707.282166
	Iteration 19Q: 3 clusters Score -125619.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125624.562500 Penalty: 707.282166
	Iteration 20F: 3 clusters Score -125624.6 nChanged 8
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: -125627.578125 Penalty: 707.282166
	Iteration 21Q: 3 clusters Score -125627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125630.093750 Penalty: 707.282166
	Iteration 22Q: 3 clusters Score -125630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125631.437500 Penalty: 707.282166
	Iteration 23Q: 3 clusters Score -125631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125632.476562 Penalty: 707.282166
	Iteration 24Q: 3 clusters Score -125632.5 nChanged 3
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: -125633.148438 Penalty: 707.282166
	Iteration 25Q: 3 clusters Score -125633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125633.757812 Penalty: 707.282166
	Iteration 26Q: 3 clusters Score -125633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125634.781250 Penalty: 707.282166
	Iteration 27Q: 3 clusters Score -125634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125636.257812 Penalty: 707.282166
	Iteration 28Q: 3 clusters Score -125636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -125638.828125 Penalty: 707.282166
	Iteration 29Q: 3 clusters Score -125638.8 nChanged 4
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: -125639.945312 Penalty: 707.282166
	Iteration 30Q: 3 clusters Score -125639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125641.875000 Penalty: 707.282166
	Iteration 31Q: 3 clusters Score -125641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125643.187500 Penalty: 707.282166
	Iteration 32Q: 3 clusters Score -125643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125644.390625 Penalty: 707.282166
	Iteration 33Q: 3 clusters Score -125644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125646.007812 Penalty: 707.282166
	Iteration 34Q: 3 clusters Score -125646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -125647.593750 Penalty: 707.282166
	Iteration 35Q: 3 clusters Score -125647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -125648.523438 Penalty: 707.282166
	Iteration 36Q: 3 clusters Score -125648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125649.453125 Penalty: 707.282166
	Iteration 37Q: 3 clusters Score -125649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125651.007812 Penalty: 707.282166
	Iteration 38Q: 3 clusters Score -125651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125654.296875 Penalty: 707.282166
	Iteration 39Q: 3 clusters Score -125654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125659.304688 Penalty: 707.282166
	Iteration 40F: 3 clusters Score -125659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125663.515625 Penalty: 707.282166
	Iteration 41Q: 3 clusters Score -125663.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125666.882812 Penalty: 707.282166
	Iteration 42Q: 3 clusters Score -125666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125668.679688 Penalty: 707.282166
	Iteration 43Q: 3 clusters Score -125668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125671.164062 Penalty: 707.282166
	Iteration 44Q: 3 clusters Score -125671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125672.593750 Penalty: 707.282166
	Iteration 45Q: 3 clusters Score -125672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125672.921875 Penalty: 707.282166
	Iteration 46Q: 3 clusters Score -125672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125673.156250 Penalty: 707.282166
	Iteration 47Q: 3 clusters Score -125673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125673.390625 Penalty: 707.282166
	Iteration 48Q: 3 clusters Score -125673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125673.835938 Penalty: 707.282166
	Iteration 49Q: 3 clusters Score -125673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125673.835938 Penalty: 707.282166
	Iteration 50F: 3 clusters Score -125673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -118720.406250 Penalty: 360.081848
	Iteration 0F: 2 clusters Score -118720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -116848.125000 Penalty: 720.163696
	Iteration 0F: 3 clusters Score -116848.1 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -117508.445312 Penalty: 720.163696
	Iteration 1F: 3 clusters Score -117508.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -117584.367188 Penalty: 720.163696
	Iteration 2F: 3 clusters Score -117584.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -117648.453125 Penalty: 720.163696
	Iteration 3Q: 3 clusters Score -117648.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -117704.687500 Penalty: 720.163696
	Iteration 4Q: 3 clusters Score -117704.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -117779.335938 Penalty: 720.163696
	Iteration 5Q: 3 clusters Score -117779.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -117861.445312 Penalty: 720.163696
	Iteration 6Q: 3 clusters Score -117861.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -117927.234375 Penalty: 720.163696
	Iteration 7Q: 3 clusters Score -117927.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -118001.679688 Penalty: 720.163696
	Iteration 8Q: 3 clusters Score -118001.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -118108.859375 Penalty: 720.163696
	Iteration 9Q: 3 clusters Score -118108.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -118232.671875 Penalty: 720.163696
	Iteration 10Q: 3 clusters Score -118232.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118354.156250 Penalty: 720.163696
	Iteration 11Q: 3 clusters Score -118354.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -118418.320312 Penalty: 720.163696
	Iteration 12Q: 3 clusters Score -118418.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -118457.671875 Penalty: 720.163696
	Iteration 13Q: 3 clusters Score -118457.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -118507.695312 Penalty: 720.163696
	Iteration 14Q: 3 clusters Score -118507.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -118548.203125 Penalty: 720.163696
	Iteration 15Q: 3 clusters Score -118548.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118576.734375 Penalty: 720.163696
	Iteration 16Q: 3 clusters Score -118576.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -118603.078125 Penalty: 720.163696
	Iteration 17Q: 3 clusters Score -118603.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -118623.640625 Penalty: 720.163696
	Iteration 18Q: 3 clusters Score -118623.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -118640.117188 Penalty: 720.163696
	Iteration 19Q: 3 clusters Score -118640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -118654.023438 Penalty: 720.163696
	Iteration 20F: 3 clusters Score -118654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -118663.437500 Penalty: 720.163696
	Iteration 21Q: 3 clusters Score -118663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -118670.609375 Penalty: 720.163696
	Iteration 22Q: 3 clusters Score -118670.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -118681.789062 Penalty: 720.163696
	Iteration 23Q: 3 clusters Score -118681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -118689.351562 Penalty: 720.163696
	Iteration 24Q: 3 clusters Score -118689.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -118699.789062 Penalty: 720.163696
	Iteration 25Q: 3 clusters Score -118699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -118704.843750 Penalty: 720.163696
	Iteration 26Q: 3 clusters Score -118704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -118706.898438 Penalty: 720.163696
	Iteration 27Q: 3 clusters Score -118706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -118708.039062 Penalty: 720.163696
	Iteration 28Q: 3 clusters Score -118708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -118710.468750 Penalty: 720.163696
	Iteration 29Q: 3 clusters Score -118710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -118712.156250 Penalty: 720.163696
	Iteration 30Q: 3 clusters Score -118712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118713.359375 Penalty: 720.163696
	Iteration 31Q: 3 clusters Score -118713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -118713.734375 Penalty: 720.163696
	Iteration 32Q: 3 clusters Score -118713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -118714.828125 Penalty: 720.163696
	Iteration 33Q: 3 clusters Score -118714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -118716.031250 Penalty: 720.163696
	Iteration 34Q: 3 clusters Score -118716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -118717.179688 Penalty: 720.163696
	Iteration 35Q: 3 clusters Score -118717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -118717.382812 Penalty: 720.163696
	Iteration 36Q: 3 clusters Score -118717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118717.546875 Penalty: 720.163696
	Iteration 37Q: 3 clusters Score -118717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118717.546875 Penalty: 720.163696
	Iteration 38F: 3 clusters Score -118717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39653.539062 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39653.54 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39829.941406 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39829.94 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39882.089844 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39882.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39912.484375 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -39912.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39929.011719 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -39929.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39940.488281 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -39940.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39947.125000 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -39947.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39956.402344 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -39956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -39965.976562 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -39965.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40003.511719 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40003.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40046.089844 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40046.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -40124.328125 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40124.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40193.695312 Penalty: 615.828247
	Iteration 12F: 3 clusters Score -40193.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -40234.050781 Penalty: 615.828247
	Iteration 13F: 3 clusters Score -40234.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -40272.421875 Penalty: 615.828247
	Iteration 14F: 3 clusters Score -40272.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -40310.101562 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40310.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -40340.421875 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40340.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -40360.843750 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40360.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -40369.593750 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40369.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -40387.363281 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40387.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -40397.625000 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40397.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40405.574219 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40405.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40414.261719 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40414.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -40415.660156 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40415.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -40416.949219 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -40416.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -40417.453125 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -40417.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -40417.453125 Penalty: 615.828247
	Iteration 26F: 3 clusters Score -40417.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78997 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290601 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89505 members 
Mstep: Class 23 contains 727 members 
Entering Unmasked Estep 
Score: -25301292.000000 Penalty: 13794.784180
Splitting cluster 5 changes total score from -25301582.000000 to -25301292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -259717.687500 Penalty: 392.842865
	Iteration 0F: 2 clusters Score -259717.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -255955.031250 Penalty: 785.685730
	Iteration 0F: 3 clusters Score -255955 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -257261.687500 Penalty: 785.685730
	Iteration 1F: 3 clusters Score -257261.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -257349.187500 Penalty: 785.685730
	Iteration 2Q: 3 clusters Score -257349.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -257450.531250 Penalty: 785.685730
	Iteration 3Q: 3 clusters Score -257450.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -257561.750000 Penalty: 785.685730
	Iteration 4Q: 3 clusters Score -257561.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -257691.656250 Penalty: 785.685730
	Iteration 5Q: 3 clusters Score -257691.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -257865.500000 Penalty: 785.685730
	Iteration 6Q: 3 clusters Score -257865.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -258074.531250 Penalty: 785.685730
	Iteration 7Q: 3 clusters Score -258074.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -258286.500000 Penalty: 785.685730
	Iteration 8F: 3 clusters Score -258286.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -258485.593750 Penalty: 785.685730
	Iteration 9F: 3 clusters Score -258485.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -258680.046875 Penalty: 785.685730
	Iteration 10Q: 3 clusters Score -258680 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -258837.109375 Penalty: 785.685730
	Iteration 11Q: 3 clusters Score -258837.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -258955.390625 Penalty: 785.685730
	Iteration 12Q: 3 clusters Score -258955.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -259029.562500 Penalty: 785.685730
	Iteration 13Q: 3 clusters Score -259029.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -259091.187500 Penalty: 785.685730
	Iteration 14Q: 3 clusters Score -259091.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -259143.906250 Penalty: 785.685730
	Iteration 15Q: 3 clusters Score -259143.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -259189.140625 Penalty: 785.685730
	Iteration 16Q: 3 clusters Score -259189.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -259217.640625 Penalty: 785.685730
	Iteration 17Q: 3 clusters Score -259217.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -259236.250000 Penalty: 785.685730
	Iteration 18Q: 3 clusters Score -259236.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -259249.656250 Penalty: 785.685730
	Iteration 19Q: 3 clusters Score -259249.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -259265.906250 Penalty: 785.685730
	Iteration 20F: 3 clusters Score -259265.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -259286.390625 Penalty: 785.685730
	Iteration 21Q: 3 clusters Score -259286.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -259307.765625 Penalty: 785.685730
	Iteration 22Q: 3 clusters Score -259307.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -259327.109375 Penalty: 785.685730
	Iteration 23Q: 3 clusters Score -259327.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -259345.703125 Penalty: 785.685730
	Iteration 24Q: 3 clusters Score -259345.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -259360.250000 Penalty: 785.685730
	Iteration 25Q: 3 clusters Score -259360.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -259379.296875 Penalty: 785.685730
	Iteration 26Q: 3 clusters Score -259379.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -259395.703125 Penalty: 785.685730
	Iteration 27Q: 3 clusters Score -259395.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -259413.000000 Penalty: 785.685730
	Iteration 28Q: 3 clusters Score -259413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -259425.468750 Penalty: 785.685730
	Iteration 29Q: 3 clusters Score -259425.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -259439.812500 Penalty: 785.685730
	Iteration 30Q: 3 clusters Score -259439.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -259449.593750 Penalty: 785.685730
	Iteration 31Q: 3 clusters Score -259449.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -259455.937500 Penalty: 785.685730
	Iteration 32Q: 3 clusters Score -259455.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -259459.734375 Penalty: 785.685730
	Iteration 33Q: 3 clusters Score -259459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -259462.218750 Penalty: 785.685730
	Iteration 34Q: 3 clusters Score -259462.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -259464.843750 Penalty: 785.685730
	Iteration 35Q: 3 clusters Score -259464.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -259467.515625 Penalty: 785.685730
	Iteration 36Q: 3 clusters Score -259467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -259468.421875 Penalty: 785.685730
	Iteration 37Q: 3 clusters Score -259468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -259469.796875 Penalty: 785.685730
	Iteration 38Q: 3 clusters Score -259469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -259470.906250 Penalty: 785.685730
	Iteration 39Q: 3 clusters Score -259470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -259474.515625 Penalty: 785.685730
	Iteration 40F: 3 clusters Score -259474.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -259476.718750 Penalty: 785.685730
	Iteration 41Q: 3 clusters Score -259476.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -259477.625000 Penalty: 785.685730
	Iteration 42Q: 3 clusters Score -259477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -259478.421875 Penalty: 785.685730
	Iteration 43Q: 3 clusters Score -259478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -259480.890625 Penalty: 785.685730
	Iteration 44Q: 3 clusters Score -259480.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -259482.468750 Penalty: 785.685730
	Iteration 45Q: 3 clusters Score -259482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -259485.093750 Penalty: 785.685730
	Iteration 46Q: 3 clusters Score -259485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -259486.046875 Penalty: 785.685730
	Iteration 47Q: 3 clusters Score -259486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -259487.593750 Penalty: 785.685730
	Iteration 48Q: 3 clusters Score -259487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -259488.296875 Penalty: 785.685730
	Iteration 49Q: 3 clusters Score -259488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -259489.437500 Penalty: 785.685730
	Iteration 50Q: 3 clusters Score -259489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -259490.453125 Penalty: 785.685730
	Iteration 51Q: 3 clusters Score -259490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -259491.187500 Penalty: 785.685730
	Iteration 52Q: 3 clusters Score -259491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -259491.031250 Penalty: 785.685730
	Iteration 53Q: 3 clusters Score -259491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -259491.625000 Penalty: 785.685730
	Iteration 54Q: 3 clusters Score -259491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -259492.453125 Penalty: 785.685730
	Iteration 55Q: 3 clusters Score -259492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -259492.968750 Penalty: 785.685730
	Iteration 56Q: 3 clusters Score -259493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -259493.203125 Penalty: 785.685730
	Iteration 57Q: 3 clusters Score -259493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -259493.437500 Penalty: 785.685730
	Iteration 58Q: 3 clusters Score -259493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -259493.750000 Penalty: 785.685730
	Iteration 59Q: 3 clusters Score -259493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -259493.750000 Penalty: 785.685730
	Iteration 60F: 3 clusters Score -259493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Entering Unmasked Estep 
Score: -451111.343750 Penalty: 416.674347
	Iteration 0F: 2 clusters Score -451111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -444770.312500 Penalty: 833.348694
	Iteration 0F: 3 clusters Score -444770.3 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -447346.906250 Penalty: 833.348694
	Iteration 1F: 3 clusters Score -447346.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -447662.437500 Penalty: 833.348694
	Iteration 2F: 3 clusters Score -447662.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -448043.406250 Penalty: 833.348694
	Iteration 3F: 3 clusters Score -448043.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -448515.062500 Penalty: 833.348694
	Iteration 4F: 3 clusters Score -448515.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -448988.125000 Penalty: 833.348694
	Iteration 5F: 3 clusters Score -448988.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -449422.750000 Penalty: 833.348694
	Iteration 6F: 3 clusters Score -449422.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -449872.187500 Penalty: 833.348694
	Iteration 7Q: 3 clusters Score -449872.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -450382.031250 Penalty: 833.348694
	Iteration 8Q: 3 clusters Score -450382 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -450584.093750 Penalty: 833.348694
	Iteration 9Q: 3 clusters Score -450584.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -450652.187500 Penalty: 833.348694
	Iteration 10Q: 3 clusters Score -450652.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -450689.062500 Penalty: 833.348694
	Iteration 11Q: 3 clusters Score -450689.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -450709.968750 Penalty: 833.348694
	Iteration 12Q: 3 clusters Score -450710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -450725.156250 Penalty: 833.348694
	Iteration 13Q: 3 clusters Score -450725.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -450739.625000 Penalty: 833.348694
	Iteration 14Q: 3 clusters Score -450739.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -450754.343750 Penalty: 833.348694
	Iteration 15Q: 3 clusters Score -450754.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -450762.906250 Penalty: 833.348694
	Iteration 16Q: 3 clusters Score -450762.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -450770.937500 Penalty: 833.348694
	Iteration 17Q: 3 clusters Score -450770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -450781.625000 Penalty: 833.348694
	Iteration 18Q: 3 clusters Score -450781.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -450789.218750 Penalty: 833.348694
	Iteration 19Q: 3 clusters Score -450789.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -450798.312500 Penalty: 833.348694
	Iteration 20F: 3 clusters Score -450798.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -450808.468750 Penalty: 833.348694
	Iteration 21Q: 3 clusters Score -450808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -450812.968750 Penalty: 833.348694
	Iteration 22Q: 3 clusters Score -450813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -450822.437500 Penalty: 833.348694
	Iteration 23Q: 3 clusters Score -450822.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -450830.281250 Penalty: 833.348694
	Iteration 24Q: 3 clusters Score -450830.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -450836.531250 Penalty: 833.348694
	Iteration 25Q: 3 clusters Score -450836.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -450842.000000 Penalty: 833.348694
	Iteration 26Q: 3 clusters Score -450842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -450846.500000 Penalty: 833.348694
	Iteration 27Q: 3 clusters Score -450846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -450851.312500 Penalty: 833.348694
	Iteration 28Q: 3 clusters Score -450851.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -450853.468750 Penalty: 833.348694
	Iteration 29Q: 3 clusters Score -450853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -450854.281250 Penalty: 833.348694
	Iteration 30Q: 3 clusters Score -450854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -450854.562500 Penalty: 833.348694
	Iteration 31Q: 3 clusters Score -450854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -450854.281250 Penalty: 833.348694
	Iteration 32Q: 3 clusters Score -450854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -450854.656250 Penalty: 833.348694
	Iteration 33Q: 3 clusters Score -450854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -450854.906250 Penalty: 833.348694
	Iteration 34Q: 3 clusters Score -450854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -450855.562500 Penalty: 833.348694
	Iteration 35Q: 3 clusters Score -450855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -450855.281250 Penalty: 833.348694
	Iteration 36Q: 3 clusters Score -450855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -450856.156250 Penalty: 833.348694
	Iteration 37Q: 3 clusters Score -450856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -450855.687500 Penalty: 833.348694
	Iteration 38Q: 3 clusters Score -450855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -450856.562500 Penalty: 833.348694
	Iteration 39Q: 3 clusters Score -450856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -450856.593750 Penalty: 833.348694
	Iteration 40F: 3 clusters Score -450856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -17742.429688 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -17742.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17323.365234 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -17323.37 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17425.361328 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -17425.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17478.390625 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -17478.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17511.269531 Penalty: 540.794739
	Iteration 3F: 3 clusters Score -17511.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17532.148438 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -17532.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17540.875000 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -17540.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17542.564453 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -17542.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17546.277344 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -17546.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17547.751953 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -17547.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17547.751953 Penalty: 540.794739
	Iteration 9F: 3 clusters Score -17547.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Entering Unmasked Estep 
Score: -4009528.750000 Penalty: 513.111023
	Iteration 0F: 2 clusters Score -4009529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -3956095.250000 Penalty: 1026.222046
	Iteration 0F: 3 clusters Score -3956095 nChanged 38616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -3979520.250000 Penalty: 1026.222046
	Iteration 1F: 3 clusters Score -3979520 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -3980335.500000 Penalty: 1026.222046
	Iteration 2Q: 3 clusters Score -3980336 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -3981270.750000 Penalty: 1026.222046
	Iteration 3Q: 3 clusters Score -3981271 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -3982370.000000 Penalty: 1026.222046
	Iteration 4Q: 3 clusters Score -3982370 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3983768.000000 Penalty: 1026.222046
	Iteration 5Q: 3 clusters Score -3983768 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -3985687.000000 Penalty: 1026.222046
	Iteration 6Q: 3 clusters Score -3985687 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3988517.250000 Penalty: 1026.222046
	Iteration 7Q: 3 clusters Score -3988517 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -3992368.000000 Penalty: 1026.222046
	Iteration 8F: 3 clusters Score -3992368 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3996351.750000 Penalty: 1026.222046
	Iteration 9F: 3 clusters Score -3996352 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3998439.500000 Penalty: 1026.222046
	Iteration 10Q: 3 clusters Score -3998440 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3999209.500000 Penalty: 1026.222046
	Iteration 11Q: 3 clusters Score -3999210 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3999659.500000 Penalty: 1026.222046
	Iteration 12Q: 3 clusters Score -3999660 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4000036.500000 Penalty: 1026.222046
	Iteration 13Q: 3 clusters Score -4000036 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4000420.500000 Penalty: 1026.222046
	Iteration 14Q: 3 clusters Score -4000420 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4000736.250000 Penalty: 1026.222046
	Iteration 15Q: 3 clusters Score -4000736 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4001031.750000 Penalty: 1026.222046
	Iteration 16Q: 3 clusters Score -4001032 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4001309.250000 Penalty: 1026.222046
	Iteration 17Q: 3 clusters Score -4001309 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4001581.000000 Penalty: 1026.222046
	Iteration 18Q: 3 clusters Score -4001581 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4001827.250000 Penalty: 1026.222046
	Iteration 19Q: 3 clusters Score -4001827 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4002101.250000 Penalty: 1026.222046
	Iteration 20F: 3 clusters Score -4002101 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4002403.250000 Penalty: 1026.222046
	Iteration 21Q: 3 clusters Score -4002403 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4002638.500000 Penalty: 1026.222046
	Iteration 22Q: 3 clusters Score -4002638 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4002904.750000 Penalty: 1026.222046
	Iteration 23Q: 3 clusters Score -4002905 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4003181.000000 Penalty: 1026.222046
	Iteration 24Q: 3 clusters Score -4003181 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4003461.000000 Penalty: 1026.222046
	Iteration 25Q: 3 clusters Score -4003461 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4003789.250000 Penalty: 1026.222046
	Iteration 26Q: 3 clusters Score -4003789 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4004136.250000 Penalty: 1026.222046
	Iteration 27Q: 3 clusters Score -4004136 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4004469.500000 Penalty: 1026.222046
	Iteration 28Q: 3 clusters Score -4004470 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4004832.750000 Penalty: 1026.222046
	Iteration 29Q: 3 clusters Score -4004833 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4005224.500000 Penalty: 1026.222046
	Iteration 30Q: 3 clusters Score -4005224 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4005600.500000 Penalty: 1026.222046
	Iteration 31Q: 3 clusters Score -4005600 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4005976.750000 Penalty: 1026.222046
	Iteration 32Q: 3 clusters Score -4005977 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4006334.750000 Penalty: 1026.222046
	Iteration 33Q: 3 clusters Score -4006335 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4006654.500000 Penalty: 1026.222046
	Iteration 34Q: 3 clusters Score -4006654 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4006921.000000 Penalty: 1026.222046
	Iteration 35Q: 3 clusters Score -4006921 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4007166.500000 Penalty: 1026.222046
	Iteration 36Q: 3 clusters Score -4007166 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4007389.250000 Penalty: 1026.222046
	Iteration 37Q: 3 clusters Score -4007389 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4007562.750000 Penalty: 1026.222046
	Iteration 38Q: 3 clusters Score -4007563 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4007738.500000 Penalty: 1026.222046
	Iteration 39Q: 3 clusters Score -4007738 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4007875.250000 Penalty: 1026.222046
	Iteration 40F: 3 clusters Score -4007875 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4008022.250000 Penalty: 1026.222046
	Iteration 41Q: 3 clusters Score -4008022 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4008161.000000 Penalty: 1026.222046
	Iteration 42Q: 3 clusters Score -4008161 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4008263.500000 Penalty: 1026.222046
	Iteration 43Q: 3 clusters Score -4008264 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4008343.000000 Penalty: 1026.222046
	Iteration 44Q: 3 clusters Score -4008343 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4008422.000000 Penalty: 1026.222046
	Iteration 45Q: 3 clusters Score -4008422 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4008519.750000 Penalty: 1026.222046
	Iteration 46Q: 3 clusters Score -4008520 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4008602.500000 Penalty: 1026.222046
	Iteration 47Q: 3 clusters Score -4008602 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4008668.250000 Penalty: 1026.222046
	Iteration 48Q: 3 clusters Score -4008668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4008719.750000 Penalty: 1026.222046
	Iteration 49Q: 3 clusters Score -4008720 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4008785.250000 Penalty: 1026.222046
	Iteration 50Q: 3 clusters Score -4008785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4008867.000000 Penalty: 1026.222046
	Iteration 51Q: 3 clusters Score -4008867 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4008944.500000 Penalty: 1026.222046
	Iteration 52Q: 3 clusters Score -4008944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4008997.250000 Penalty: 1026.222046
	Iteration 53Q: 3 clusters Score -4008997 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4009026.250000 Penalty: 1026.222046
	Iteration 54Q: 3 clusters Score -4009026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4009059.500000 Penalty: 1026.222046
	Iteration 55Q: 3 clusters Score -4009060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4009091.000000 Penalty: 1026.222046
	Iteration 56Q: 3 clusters Score -4009091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4009115.250000 Penalty: 1026.222046
	Iteration 57Q: 3 clusters Score -4009115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4009120.250000 Penalty: 1026.222046
	Iteration 58Q: 3 clusters Score -4009120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4009143.250000 Penalty: 1026.222046
	Iteration 59Q: 3 clusters Score -4009143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4009168.750000 Penalty: 1026.222046
	Iteration 60F: 3 clusters Score -4009169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4009192.750000 Penalty: 1026.222046
	Iteration 61Q: 3 clusters Score -4009193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4009196.250000 Penalty: 1026.222046
	Iteration 62Q: 3 clusters Score -4009196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4009193.250000 Penalty: 1026.222046
	Iteration 63Q: 3 clusters Score -4009193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4009197.750000 Penalty: 1026.222046
	Iteration 64Q: 3 clusters Score -4009198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4009206.250000 Penalty: 1026.222046
	Iteration 65Q: 3 clusters Score -4009206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4009207.500000 Penalty: 1026.222046
	Iteration 66Q: 3 clusters Score -4009208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4009215.500000 Penalty: 1026.222046
	Iteration 67Q: 3 clusters Score -4009216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4009223.250000 Penalty: 1026.222046
	Iteration 68Q: 3 clusters Score -4009223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4009217.750000 Penalty: 1026.222046
	Iteration 69Q: 3 clusters Score -4009218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4009216.750000 Penalty: 1026.222046
	Iteration 70Q: 3 clusters Score -4009217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4009217.000000 Penalty: 1026.222046
	Iteration 71Q: 3 clusters Score -4009217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4009219.750000 Penalty: 1026.222046
	Iteration 72Q: 3 clusters Score -4009220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4009221.250000 Penalty: 1026.222046
	Iteration 73Q: 3 clusters Score -4009221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4009226.250000 Penalty: 1026.222046
	Iteration 74Q: 3 clusters Score -4009226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4009229.750000 Penalty: 1026.222046
	Iteration 75Q: 3 clusters Score -4009230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4009227.250000 Penalty: 1026.222046
	Iteration 76Q: 3 clusters Score -4009227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4009224.750000 Penalty: 1026.222046
	Iteration 77Q: 3 clusters Score -4009225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4009224.000000 Penalty: 1026.222046
	Iteration 78Q: 3 clusters Score -4009224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4009227.250000 Penalty: 1026.222046
	Iteration 79Q: 3 clusters Score -4009227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4009228.250000 Penalty: 1026.222046
	Iteration 80F: 3 clusters Score -4009228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4009226.000000 Penalty: 1026.222046
	Iteration 81Q: 3 clusters Score -4009226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4009227.000000 Penalty: 1026.222046
	Iteration 82Q: 3 clusters Score -4009227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4009230.250000 Penalty: 1026.222046
	Iteration 83Q: 3 clusters Score -4009230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4009231.750000 Penalty: 1026.222046
	Iteration 84Q: 3 clusters Score -4009232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4009231.250000 Penalty: 1026.222046
	Iteration 85Q: 3 clusters Score -4009231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4009231.500000 Penalty: 1026.222046
	Iteration 86Q: 3 clusters Score -4009232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4009227.750000 Penalty: 1026.222046
	Iteration 87Q: 3 clusters Score -4009228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4009229.750000 Penalty: 1026.222046
	Iteration 88Q: 3 clusters Score -4009230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4009232.250000 Penalty: 1026.222046
	Iteration 89Q: 3 clusters Score -4009232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4009233.250000 Penalty: 1026.222046
	Iteration 90Q: 3 clusters Score -4009233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4009230.500000 Penalty: 1026.222046
	Iteration 91Q: 3 clusters Score -4009230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4009233.250000 Penalty: 1026.222046
	Iteration 92Q: 3 clusters Score -4009233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4009232.000000 Penalty: 1026.222046
	Iteration 93Q: 3 clusters Score -4009232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4009232.000000 Penalty: 1026.222046
	Iteration 94F: 3 clusters Score -4009232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -186839.656250 Penalty: 371.588684
	Iteration 0F: 2 clusters Score -186839.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -184420.109375 Penalty: 743.177368
	Iteration 0F: 3 clusters Score -184420.1 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -185224.031250 Penalty: 743.177368
	Iteration 1F: 3 clusters Score -185224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -185332.468750 Penalty: 743.177368
	Iteration 2F: 3 clusters Score -185332.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -185437.750000 Penalty: 743.177368
	Iteration 3F: 3 clusters Score -185437.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -185565.171875 Penalty: 743.177368
	Iteration 4Q: 3 clusters Score -185565.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -185740.250000 Penalty: 743.177368
	Iteration 5F: 3 clusters Score -185740.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -185931.218750 Penalty: 743.177368
	Iteration 6F: 3 clusters Score -185931.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -186056.343750 Penalty: 743.177368
	Iteration 7Q: 3 clusters Score -186056.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -186133.234375 Penalty: 743.177368
	Iteration 8Q: 3 clusters Score -186133.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -186172.125000 Penalty: 743.177368
	Iteration 9Q: 3 clusters Score -186172.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186201.875000 Penalty: 743.177368
	Iteration 10Q: 3 clusters Score -186201.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -186220.546875 Penalty: 743.177368
	Iteration 11Q: 3 clusters Score -186220.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -186238.015625 Penalty: 743.177368
	Iteration 12Q: 3 clusters Score -186238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -186251.796875 Penalty: 743.177368
	Iteration 13Q: 3 clusters Score -186251.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -186266.921875 Penalty: 743.177368
	Iteration 14Q: 3 clusters Score -186266.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186280.906250 Penalty: 743.177368
	Iteration 15Q: 3 clusters Score -186280.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -186296.062500 Penalty: 743.177368
	Iteration 16Q: 3 clusters Score -186296.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -186315.078125 Penalty: 743.177368
	Iteration 17Q: 3 clusters Score -186315.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186328.468750 Penalty: 743.177368
	Iteration 18Q: 3 clusters Score -186328.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -186337.140625 Penalty: 743.177368
	Iteration 19Q: 3 clusters Score -186337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -186352.218750 Penalty: 743.177368
	Iteration 20F: 3 clusters Score -186352.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -186377.062500 Penalty: 743.177368
	Iteration 21Q: 3 clusters Score -186377.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -186404.265625 Penalty: 743.177368
	Iteration 22Q: 3 clusters Score -186404.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -186425.609375 Penalty: 743.177368
	Iteration 23Q: 3 clusters Score -186425.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -186439.609375 Penalty: 743.177368
	Iteration 24Q: 3 clusters Score -186439.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -186448.312500 Penalty: 743.177368
	Iteration 25Q: 3 clusters Score -186448.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -186457.125000 Penalty: 743.177368
	Iteration 26Q: 3 clusters Score -186457.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -186462.593750 Penalty: 743.177368
	Iteration 27Q: 3 clusters Score -186462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -186471.046875 Penalty: 743.177368
	Iteration 28Q: 3 clusters Score -186471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -186474.906250 Penalty: 743.177368
	Iteration 29Q: 3 clusters Score -186474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -186476.828125 Penalty: 743.177368
	Iteration 30Q: 3 clusters Score -186476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -186479.125000 Penalty: 743.177368
	Iteration 31Q: 3 clusters Score -186479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -186482.453125 Penalty: 743.177368
	Iteration 32Q: 3 clusters Score -186482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -186485.937500 Penalty: 743.177368
	Iteration 33Q: 3 clusters Score -186485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -186487.921875 Penalty: 743.177368
	Iteration 34Q: 3 clusters Score -186487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -186490.593750 Penalty: 743.177368
	Iteration 35Q: 3 clusters Score -186490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -186495.625000 Penalty: 743.177368
	Iteration 36Q: 3 clusters Score -186495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -186499.046875 Penalty: 743.177368
	Iteration 37Q: 3 clusters Score -186499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -186501.234375 Penalty: 743.177368
	Iteration 38Q: 3 clusters Score -186501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -186503.687500 Penalty: 743.177368
	Iteration 39Q: 3 clusters Score -186503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -186504.531250 Penalty: 743.177368
	Iteration 40F: 3 clusters Score -186504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -186504.640625 Penalty: 743.177368
	Iteration 41Q: 3 clusters Score -186504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -186504.937500 Penalty: 743.177368
	Iteration 42Q: 3 clusters Score -186504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -186505.062500 Penalty: 743.177368
	Iteration 43Q: 3 clusters Score -186505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -186505.062500 Penalty: 743.177368
	Iteration 44F: 3 clusters Score -186505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -26272.687500 Penalty: 288.002319
	Iteration 0F: 2 clusters Score -26272.69 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 291 members 
Entering Unmasked Estep 
Score: -25739.796875 Penalty: 576.004639
	Iteration 0F: 3 clusters Score -25739.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25888.046875 Penalty: 576.004639
	Iteration 1F: 3 clusters Score -25888.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25919.000000 Penalty: 576.004639
	Iteration 2F: 3 clusters Score -25919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -25940.884766 Penalty: 576.004639
	Iteration 3F: 3 clusters Score -25940.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -25954.986328 Penalty: 576.004639
	Iteration 4Q: 3 clusters Score -25954.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -25962.324219 Penalty: 576.004639
	Iteration 5Q: 3 clusters Score -25962.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25967.800781 Penalty: 576.004639
	Iteration 6Q: 3 clusters Score -25967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25973.150391 Penalty: 576.004639
	Iteration 7Q: 3 clusters Score -25973.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25979.404297 Penalty: 576.004639
	Iteration 8Q: 3 clusters Score -25979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -25988.601562 Penalty: 576.004639
	Iteration 9Q: 3 clusters Score -25988.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25994.660156 Penalty: 576.004639
	Iteration 10Q: 3 clusters Score -25994.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26005.439453 Penalty: 576.004639
	Iteration 11Q: 3 clusters Score -26005.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26013.007812 Penalty: 576.004639
	Iteration 12Q: 3 clusters Score -26013.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -26017.955078 Penalty: 576.004639
	Iteration 13Q: 3 clusters Score -26017.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26019.298828 Penalty: 576.004639
	Iteration 14Q: 3 clusters Score -26019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26021.115234 Penalty: 576.004639
	Iteration 15Q: 3 clusters Score -26021.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26023.222656 Penalty: 576.004639
	Iteration 16Q: 3 clusters Score -26023.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26026.128906 Penalty: 576.004639
	Iteration 17Q: 3 clusters Score -26026.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26028.613281 Penalty: 576.004639
	Iteration 18Q: 3 clusters Score -26028.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26030.544922 Penalty: 576.004639
	Iteration 19Q: 3 clusters Score -26030.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26030.544922 Penalty: 576.004639
	Iteration 20F: 3 clusters Score -26030.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10154.532227 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10154.53 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10240.151367 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10240.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10265.261719 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10265.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10274.541016 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10274.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10282.852539 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10282.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10291.579102 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10291.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10293.980469 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10293.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10297.712891 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10297.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10300.730469 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10300.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10304.374023 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -10304.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10310.903320 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -10310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10315.683594 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -10315.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10318.486328 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -10318.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10319.288086 Penalty: 497.208710
	Iteration 13Q: 3 clusters Score -10319.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10322.287109 Penalty: 497.208710
	Iteration 14Q: 3 clusters Score -10322.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10324.395508 Penalty: 497.208710
	Iteration 15Q: 3 clusters Score -10324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10327.998047 Penalty: 497.208710
	Iteration 16Q: 3 clusters Score -10328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -10329.494141 Penalty: 497.208710
	Iteration 17Q: 3 clusters Score -10329.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -10330.495117 Penalty: 497.208710
	Iteration 18Q: 3 clusters Score -10330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -10331.641602 Penalty: 497.208710
	Iteration 19Q: 3 clusters Score -10331.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -10331.641602 Penalty: 497.208710
	Iteration 20F: 3 clusters Score -10331.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Entering Unmasked Estep 
Score: -1276135.875000 Penalty: 463.460999
	Iteration 0F: 2 clusters Score -1276136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1258512.375000 Penalty: 926.921997
	Iteration 0F: 3 clusters Score -1258512 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1266100.375000 Penalty: 926.921997
	Iteration 1F: 3 clusters Score -1266100 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1266789.875000 Penalty: 926.921997
	Iteration 2Q: 3 clusters Score -1266790 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1267886.125000 Penalty: 926.921997
	Iteration 3F: 3 clusters Score -1267886 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1269387.000000 Penalty: 926.921997
	Iteration 4F: 3 clusters Score -1269387 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1270651.125000 Penalty: 926.921997
	Iteration 5F: 3 clusters Score -1270651 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1271157.375000 Penalty: 926.921997
	Iteration 6Q: 3 clusters Score -1271157 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1271313.000000 Penalty: 926.921997
	Iteration 7Q: 3 clusters Score -1271313 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1271412.625000 Penalty: 926.921997
	Iteration 8Q: 3 clusters Score -1271413 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1271502.000000 Penalty: 926.921997
	Iteration 9Q: 3 clusters Score -1271502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1271591.375000 Penalty: 926.921997
	Iteration 10Q: 3 clusters Score -1271591 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1271703.875000 Penalty: 926.921997
	Iteration 11Q: 3 clusters Score -1271704 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1271827.875000 Penalty: 926.921997
	Iteration 12Q: 3 clusters Score -1271828 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1271964.125000 Penalty: 926.921997
	Iteration 13Q: 3 clusters Score -1271964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1272122.250000 Penalty: 926.921997
	Iteration 14Q: 3 clusters Score -1272122 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1272303.500000 Penalty: 926.921997
	Iteration 15Q: 3 clusters Score -1272304 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1272497.000000 Penalty: 926.921997
	Iteration 16Q: 3 clusters Score -1272497 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1272708.125000 Penalty: 926.921997
	Iteration 17Q: 3 clusters Score -1272708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1272937.000000 Penalty: 926.921997
	Iteration 18Q: 3 clusters Score -1272937 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -1273177.125000 Penalty: 926.921997
	Iteration 19Q: 3 clusters Score -1273177 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1273444.125000 Penalty: 926.921997
	Iteration 20F: 3 clusters Score -1273444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -1273735.250000 Penalty: 926.921997
	Iteration 21Q: 3 clusters Score -1273735 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -1274041.250000 Penalty: 926.921997
	Iteration 22Q: 3 clusters Score -1274041 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -1274372.500000 Penalty: 926.921997
	Iteration 23Q: 3 clusters Score -1274372 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1274668.000000 Penalty: 926.921997
	Iteration 24Q: 3 clusters Score -1274668 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -1274943.375000 Penalty: 926.921997
	Iteration 25Q: 3 clusters Score -1274943 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -1275197.500000 Penalty: 926.921997
	Iteration 26Q: 3 clusters Score -1275198 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1275386.500000 Penalty: 926.921997
	Iteration 27Q: 3 clusters Score -1275386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1275527.625000 Penalty: 926.921997
	Iteration 28Q: 3 clusters Score -1275528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -1275614.500000 Penalty: 926.921997
	Iteration 29Q: 3 clusters Score -1275614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -1275658.125000 Penalty: 926.921997
	Iteration 30Q: 3 clusters Score -1275658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -1275682.625000 Penalty: 926.921997
	Iteration 31Q: 3 clusters Score -1275683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1275693.250000 Penalty: 926.921997
	Iteration 32Q: 3 clusters Score -1275693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1275704.375000 Penalty: 926.921997
	Iteration 33Q: 3 clusters Score -1275704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -1275712.250000 Penalty: 926.921997
	Iteration 34Q: 3 clusters Score -1275712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -1275717.625000 Penalty: 926.921997
	Iteration 35Q: 3 clusters Score -1275718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1275724.250000 Penalty: 926.921997
	Iteration 36Q: 3 clusters Score -1275724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1275731.875000 Penalty: 926.921997
	Iteration 37Q: 3 clusters Score -1275732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -1275731.375000 Penalty: 926.921997
	Iteration 38Q: 3 clusters Score -1275731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -1275731.375000 Penalty: 926.921997
	Iteration 39F: 3 clusters Score -1275731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -132284.078125 Penalty: 354.117737
	Iteration 0F: 2 clusters Score -132284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -130586.976562 Penalty: 708.235474
	Iteration 0F: 3 clusters Score -130587 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -131140.578125 Penalty: 708.235474
	Iteration 1F: 3 clusters Score -131140.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -131216.593750 Penalty: 708.235474
	Iteration 2F: 3 clusters Score -131216.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -131261.984375 Penalty: 708.235474
	Iteration 3F: 3 clusters Score -131262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -131303.953125 Penalty: 708.235474
	Iteration 4Q: 3 clusters Score -131304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -131344.843750 Penalty: 708.235474
	Iteration 5Q: 3 clusters Score -131344.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -131384.687500 Penalty: 708.235474
	Iteration 6Q: 3 clusters Score -131384.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -131435.078125 Penalty: 708.235474
	Iteration 7Q: 3 clusters Score -131435.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -131490.343750 Penalty: 708.235474
	Iteration 8Q: 3 clusters Score -131490.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -131543.812500 Penalty: 708.235474
	Iteration 9Q: 3 clusters Score -131543.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -131588.500000 Penalty: 708.235474
	Iteration 10Q: 3 clusters Score -131588.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -131621.093750 Penalty: 708.235474
	Iteration 11Q: 3 clusters Score -131621.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -131640.953125 Penalty: 708.235474
	Iteration 12Q: 3 clusters Score -131641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -131654.046875 Penalty: 708.235474
	Iteration 13Q: 3 clusters Score -131654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -131668.750000 Penalty: 708.235474
	Iteration 14Q: 3 clusters Score -131668.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -131679.515625 Penalty: 708.235474
	Iteration 15Q: 3 clusters Score -131679.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -131685.171875 Penalty: 708.235474
	Iteration 16Q: 3 clusters Score -131685.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -131689.046875 Penalty: 708.235474
	Iteration 17Q: 3 clusters Score -131689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -131692.046875 Penalty: 708.235474
	Iteration 18Q: 3 clusters Score -131692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -131696.578125 Penalty: 708.235474
	Iteration 19Q: 3 clusters Score -131696.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -131702.437500 Penalty: 708.235474
	Iteration 20F: 3 clusters Score -131702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -131706.875000 Penalty: 708.235474
	Iteration 21Q: 3 clusters Score -131706.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -131710.390625 Penalty: 708.235474
	Iteration 22Q: 3 clusters Score -131710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -131712.843750 Penalty: 708.235474
	Iteration 23Q: 3 clusters Score -131712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -131716.390625 Penalty: 708.235474
	Iteration 24Q: 3 clusters Score -131716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -131718.015625 Penalty: 708.235474
	Iteration 25Q: 3 clusters Score -131718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -131718.718750 Penalty: 708.235474
	Iteration 26Q: 3 clusters Score -131718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -131719.656250 Penalty: 708.235474
	Iteration 27Q: 3 clusters Score -131719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -131720.203125 Penalty: 708.235474
	Iteration 28Q: 3 clusters Score -131720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -131721.125000 Penalty: 708.235474
	Iteration 29Q: 3 clusters Score -131721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -131723.343750 Penalty: 708.235474
	Iteration 30Q: 3 clusters Score -131723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -131725.593750 Penalty: 708.235474
	Iteration 31Q: 3 clusters Score -131725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -131726.953125 Penalty: 708.235474
	Iteration 32Q: 3 clusters Score -131727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -131728.171875 Penalty: 708.235474
	Iteration 33Q: 3 clusters Score -131728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -131728.984375 Penalty: 708.235474
	Iteration 34Q: 3 clusters Score -131729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -131729.843750 Penalty: 708.235474
	Iteration 35Q: 3 clusters Score -131729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -131730.531250 Penalty: 708.235474
	Iteration 36Q: 3 clusters Score -131730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -131731.156250 Penalty: 708.235474
	Iteration 37Q: 3 clusters Score -131731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -131731.234375 Penalty: 708.235474
	Iteration 38Q: 3 clusters Score -131731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -131731.234375 Penalty: 708.235474
	Iteration 39F: 3 clusters Score -131731.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18890.001953 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18965.841797 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18965.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18980.572266 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -18980.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18985.419922 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -18985.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18986.320312 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -18986.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18986.632812 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -18986.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18988.593750 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -18988.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18991.054688 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -18991.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18995.019531 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -18995.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19004.611328 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19004.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19014.802734 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19031.314453 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19031.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19057.779297 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19057.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19072.652344 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19072.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19081.968750 Penalty: 548.792358
	Iteration 14Q: 3 clusters Score -19081.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19090.638672 Penalty: 548.792358
	Iteration 15Q: 3 clusters Score -19090.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19094.427734 Penalty: 548.792358
	Iteration 16Q: 3 clusters Score -19094.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19104.423828 Penalty: 548.792358
	Iteration 17Q: 3 clusters Score -19104.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19119.304688 Penalty: 548.792358
	Iteration 18Q: 3 clusters Score -19119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19123.046875 Penalty: 548.792358
	Iteration 19Q: 3 clusters Score -19123.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19131.074219 Penalty: 548.792358
	Iteration 20F: 3 clusters Score -19131.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19138.001953 Penalty: 548.792358
	Iteration 21Q: 3 clusters Score -19138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19142.359375 Penalty: 548.792358
	Iteration 22Q: 3 clusters Score -19142.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19144.615234 Penalty: 548.792358
	Iteration 23Q: 3 clusters Score -19144.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19148.810547 Penalty: 548.792358
	Iteration 24Q: 3 clusters Score -19148.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19157.263672 Penalty: 548.792358
	Iteration 25Q: 3 clusters Score -19157.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19171.074219 Penalty: 548.792358
	Iteration 26Q: 3 clusters Score -19171.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19195.783203 Penalty: 548.792358
	Iteration 27Q: 3 clusters Score -19195.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19252.943359 Penalty: 548.792358
	Iteration 28Q: 3 clusters Score -19252.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19365.753906 Penalty: 548.792358
	Iteration 29Q: 3 clusters Score -19365.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19406.632812 Penalty: 548.792358
	Iteration 30F: 3 clusters Score -19406.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19439.652344 Penalty: 548.792358
	Iteration 31Q: 3 clusters Score -19439.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19449.570312 Penalty: 548.792358
	Iteration 32Q: 3 clusters Score -19449.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19450.253906 Penalty: 548.792358
	Iteration 33Q: 3 clusters Score -19450.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19450.253906 Penalty: 548.792358
	Iteration 34F: 3 clusters Score -19450.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78997 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 290601 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89505 members 
Mstep: Class 23 contains 221 members 
Entering Unmasked Estep 
Score: -25301366.000000 Penalty: 13794.784180
Splitting cluster 15 changes total score from -25301582.000000 to -25301366.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6063.710449 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6063.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6108.032227 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6108.032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6128.138184 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6128.138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6132.833496 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6132.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6134.554199 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6134.554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6134.554199 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6134.554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 376 members 
Entering Unmasked Estep 
Score: -34783.292969 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34783.29 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34956.960938 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34956.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34982.328125 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34982.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35008.410156 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -35008.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35025.195312 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35025.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35039.539062 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35039.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35049.328125 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35049.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35054.742188 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35054.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35060.019531 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35060.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35063.566406 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35063.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35066.218750 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35066.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -35068.308594 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35068.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35069.402344 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35069.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35069.402344 Penalty: 602.910706
	Iteration 13F: 3 clusters Score -35069.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -7626.273926 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -7626.274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7352.205078 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -7352.205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7416.208984 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -7416.209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7443.760254 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -7443.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7456.632812 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -7456.633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7464.909180 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -7464.909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7482.922852 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -7482.923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7497.209961 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -7497.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7501.459473 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -7501.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7501.459473 Penalty: 477.479187
	Iteration 8F: 3 clusters Score -7501.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (290601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290601 members 
Entering Unmasked Estep 
Score: -14224796.000000 Penalty: 572.376648
	Iteration 0F: 2 clusters Score -1.42248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 145428 members 
Entering Unmasked Estep 
Score: -14039986.000000 Penalty: 1144.753296
	Iteration 0F: 3 clusters Score -1.403999e+07 nChanged 143771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -14126396.000000 Penalty: 1144.753296
	Iteration 1F: 3 clusters Score -1.41264e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125747 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -14130102.000000 Penalty: 1144.753296
	Iteration 2Q: 3 clusters Score -1.41301e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 176317 members 
Entering Unmasked Estep 
Score: -14136046.000000 Penalty: 1144.753296
	Iteration 3Q: 3 clusters Score -1.413605e+07 nChanged 17920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 192499 members 
Entering Unmasked Estep 
Score: -14146175.000000 Penalty: 1144.753296
	Iteration 4F: 3 clusters Score -1.414618e+07 nChanged 22083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 213626 members 
Entering Unmasked Estep 
Score: -14162405.000000 Penalty: 1144.753296
	Iteration 5F: 3 clusters Score -1.41624e+07 nChanged 23499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 236697 members 
Entering Unmasked Estep 
Score: -14183627.000000 Penalty: 1144.753296
	Iteration 6F: 3 clusters Score -1.418363e+07 nChanged 19932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 256347 members 
Entering Unmasked Estep 
Score: -14202532.000000 Penalty: 1144.753296
	Iteration 7F: 3 clusters Score -1.420253e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 268550 members 
Entering Unmasked Estep 
Score: -14212705.000000 Penalty: 1144.753296
	Iteration 8Q: 3 clusters Score -1.42127e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 274961 members 
Entering Unmasked Estep 
Score: -14217733.000000 Penalty: 1144.753296
	Iteration 9Q: 3 clusters Score -1.421773e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 278897 members 
Entering Unmasked Estep 
Score: -14220117.000000 Penalty: 1144.753296
	Iteration 10Q: 3 clusters Score -1.422012e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 281755 members 
Entering Unmasked Estep 
Score: -14221470.000000 Penalty: 1144.753296
	Iteration 11Q: 3 clusters Score -1.422147e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 283889 members 
Entering Unmasked Estep 
Score: -14222442.000000 Penalty: 1144.753296
	Iteration 12Q: 3 clusters Score -1.422244e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 285445 members 
Entering Unmasked Estep 
Score: -14223140.000000 Penalty: 1144.753296
	Iteration 13Q: 3 clusters Score -1.422314e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 286603 members 
Entering Unmasked Estep 
Score: -14223621.000000 Penalty: 1144.753296
	Iteration 14Q: 3 clusters Score -1.422362e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 287412 members 
Entering Unmasked Estep 
Score: -14223920.000000 Penalty: 1144.753296
	Iteration 15Q: 3 clusters Score -1.422392e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 287979 members 
Entering Unmasked Estep 
Score: -14224249.000000 Penalty: 1144.753296
	Iteration 16Q: 3 clusters Score -1.422425e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 288353 members 
Entering Unmasked Estep 
Score: -14224326.000000 Penalty: 1144.753296
	Iteration 17Q: 3 clusters Score -1.422433e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 288641 members 
Entering Unmasked Estep 
Score: -14224383.000000 Penalty: 1144.753296
	Iteration 18Q: 3 clusters Score -1.422438e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 288836 members 
Entering Unmasked Estep 
Score: -14224467.000000 Penalty: 1144.753296
	Iteration 19Q: 3 clusters Score -1.422447e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 288986 members 
Entering Unmasked Estep 
Score: -14224548.000000 Penalty: 1144.753296
	Iteration 20F: 3 clusters Score -1.422455e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 289095 members 
Entering Unmasked Estep 
Score: -14224592.000000 Penalty: 1144.753296
	Iteration 21Q: 3 clusters Score -1.422459e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 289151 members 
Entering Unmasked Estep 
Score: -14224612.000000 Penalty: 1144.753296
	Iteration 22Q: 3 clusters Score -1.422461e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 289178 members 
Entering Unmasked Estep 
Score: -14224633.000000 Penalty: 1144.753296
	Iteration 23Q: 3 clusters Score -1.422463e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 289188 members 
Entering Unmasked Estep 
Score: -14224639.000000 Penalty: 1144.753296
	Iteration 24Q: 3 clusters Score -1.422464e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 289201 members 
Entering Unmasked Estep 
Score: -14224666.000000 Penalty: 1144.753296
	Iteration 25Q: 3 clusters Score -1.422467e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 289216 members 
Entering Unmasked Estep 
Score: -14224681.000000 Penalty: 1144.753296
	Iteration 26Q: 3 clusters Score -1.422468e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 289238 members 
Entering Unmasked Estep 
Score: -14224690.000000 Penalty: 1144.753296
	Iteration 27Q: 3 clusters Score -1.422469e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 289253 members 
Entering Unmasked Estep 
Score: -14224715.000000 Penalty: 1144.753296
	Iteration 28Q: 3 clusters Score -1.422472e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 289256 members 
Entering Unmasked Estep 
Score: -14224731.000000 Penalty: 1144.753296
	Iteration 29Q: 3 clusters Score -1.422473e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 289263 members 
Entering Unmasked Estep 
Score: -14224733.000000 Penalty: 1144.753296
	Iteration 30Q: 3 clusters Score -1.422473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 289261 members 
Entering Unmasked Estep 
Score: -14224734.000000 Penalty: 1144.753296
	Iteration 31Q: 3 clusters Score -1.422473e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 289245 members 
Entering Unmasked Estep 
Score: -14224761.000000 Penalty: 1144.753296
	Iteration 32Q: 3 clusters Score -1.422476e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 289231 members 
Entering Unmasked Estep 
Score: -14224737.000000 Penalty: 1144.753296
	Iteration 33Q: 3 clusters Score -1.422474e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 289223 members 
Entering Unmasked Estep 
Score: -14224750.000000 Penalty: 1144.753296
	Iteration 34Q: 3 clusters Score -1.422475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 289213 members 
Entering Unmasked Estep 
Score: -14224754.000000 Penalty: 1144.753296
	Iteration 35Q: 3 clusters Score -1.422475e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 289195 members 
Entering Unmasked Estep 
Score: -14224761.000000 Penalty: 1144.753296
	Iteration 36Q: 3 clusters Score -1.422476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 289185 members 
Entering Unmasked Estep 
Score: -14224779.000000 Penalty: 1144.753296
	Iteration 37Q: 3 clusters Score -1.422478e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 289165 members 
Entering Unmasked Estep 
Score: -14224781.000000 Penalty: 1144.753296
	Iteration 38Q: 3 clusters Score -1.422478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 289146 members 
Entering Unmasked Estep 
Score: -14224787.000000 Penalty: 1144.753296
	Iteration 39Q: 3 clusters Score -1.422479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 289131 members 
Entering Unmasked Estep 
Score: -14224803.000000 Penalty: 1144.753296
	Iteration 40F: 3 clusters Score -1.42248e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 289106 members 
Entering Unmasked Estep 
Score: -14224818.000000 Penalty: 1144.753296
	Iteration 41Q: 3 clusters Score -1.422482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 289078 members 
Entering Unmasked Estep 
Score: -14224807.000000 Penalty: 1144.753296
	Iteration 42Q: 3 clusters Score -1.422481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 289054 members 
Entering Unmasked Estep 
Score: -14224820.000000 Penalty: 1144.753296
	Iteration 43Q: 3 clusters Score -1.422482e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 289039 members 
Entering Unmasked Estep 
Score: -14224824.000000 Penalty: 1144.753296
	Iteration 44Q: 3 clusters Score -1.422482e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 289029 members 
Entering Unmasked Estep 
Score: -14224830.000000 Penalty: 1144.753296
	Iteration 45Q: 3 clusters Score -1.422483e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 289012 members 
Entering Unmasked Estep 
Score: -14224838.000000 Penalty: 1144.753296
	Iteration 46Q: 3 clusters Score -1.422484e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 288981 members 
Entering Unmasked Estep 
Score: -14224851.000000 Penalty: 1144.753296
	Iteration 47Q: 3 clusters Score -1.422485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 288949 members 
Entering Unmasked Estep 
Score: -14224874.000000 Penalty: 1144.753296
	Iteration 48Q: 3 clusters Score -1.422487e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 288918 members 
Entering Unmasked Estep 
Score: -14224872.000000 Penalty: 1144.753296
	Iteration 49Q: 3 clusters Score -1.422487e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 288884 members 
Entering Unmasked Estep 
Score: -14224889.000000 Penalty: 1144.753296
	Iteration 50Q: 3 clusters Score -1.422489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 288853 members 
Entering Unmasked Estep 
Score: -14224906.000000 Penalty: 1144.753296
	Iteration 51Q: 3 clusters Score -1.422491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 288821 members 
Entering Unmasked Estep 
Score: -14224933.000000 Penalty: 1144.753296
	Iteration 52Q: 3 clusters Score -1.422493e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 288786 members 
Entering Unmasked Estep 
Score: -14224932.000000 Penalty: 1144.753296
	Iteration 53Q: 3 clusters Score -1.422493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 288750 members 
Entering Unmasked Estep 
Score: -14224948.000000 Penalty: 1144.753296
	Iteration 54Q: 3 clusters Score -1.422495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 288724 members 
Entering Unmasked Estep 
Score: -14224956.000000 Penalty: 1144.753296
	Iteration 55Q: 3 clusters Score -1.422496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 288691 members 
Entering Unmasked Estep 
Score: -14224968.000000 Penalty: 1144.753296
	Iteration 56Q: 3 clusters Score -1.422497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 288668 members 
Entering Unmasked Estep 
Score: -14224978.000000 Penalty: 1144.753296
	Iteration 57Q: 3 clusters Score -1.422498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 288638 members 
Entering Unmasked Estep 
Score: -14224983.000000 Penalty: 1144.753296
	Iteration 58Q: 3 clusters Score -1.422498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 288610 members 
Entering Unmasked Estep 
Score: -14224984.000000 Penalty: 1144.753296
	Iteration 59Q: 3 clusters Score -1.422498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 288578 members 
Entering Unmasked Estep 
Score: -14224986.000000 Penalty: 1144.753296
	Iteration 60F: 3 clusters Score -1.422499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 288551 members 
Entering Unmasked Estep 
Score: -14224994.000000 Penalty: 1144.753296
	Iteration 61Q: 3 clusters Score -1.422499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 288516 members 
Entering Unmasked Estep 
Score: -14224976.000000 Penalty: 1144.753296
	Iteration 62Q: 3 clusters Score -1.422498e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 288478 members 
Entering Unmasked Estep 
Score: -14224993.000000 Penalty: 1144.753296
	Iteration 63Q: 3 clusters Score -1.422499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 288435 members 
Entering Unmasked Estep 
Score: -14225019.000000 Penalty: 1144.753296
	Iteration 64Q: 3 clusters Score -1.422502e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 288406 members 
Entering Unmasked Estep 
Score: -14225003.000000 Penalty: 1144.753296
	Iteration 65Q: 3 clusters Score -1.4225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 288374 members 
Entering Unmasked Estep 
Score: -14224996.000000 Penalty: 1144.753296
	Iteration 66Q: 3 clusters Score -1.4225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 288344 members 
Entering Unmasked Estep 
Score: -14224990.000000 Penalty: 1144.753296
	Iteration 67Q: 3 clusters Score -1.422499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 288316 members 
Entering Unmasked Estep 
Score: -14224998.000000 Penalty: 1144.753296
	Iteration 68Q: 3 clusters Score -1.4225e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 288277 members 
Entering Unmasked Estep 
Score: -14225014.000000 Penalty: 1144.753296
	Iteration 69Q: 3 clusters Score -1.422501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 288249 members 
Entering Unmasked Estep 
Score: -14225009.000000 Penalty: 1144.753296
	Iteration 70Q: 3 clusters Score -1.422501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 288222 members 
Entering Unmasked Estep 
Score: -14225019.000000 Penalty: 1144.753296
	Iteration 71Q: 3 clusters Score -1.422502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 288201 members 
Entering Unmasked Estep 
Score: -14225014.000000 Penalty: 1144.753296
	Iteration 72Q: 3 clusters Score -1.422501e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 288189 members 
Entering Unmasked Estep 
Score: -14225032.000000 Penalty: 1144.753296
	Iteration 73Q: 3 clusters Score -1.422503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 288181 members 
Entering Unmasked Estep 
Score: -14225055.000000 Penalty: 1144.753296
	Iteration 74Q: 3 clusters Score -1.422506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 288166 members 
Entering Unmasked Estep 
Score: -14225050.000000 Penalty: 1144.753296
	Iteration 75Q: 3 clusters Score -1.422505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 288152 members 
Entering Unmasked Estep 
Score: -14225046.000000 Penalty: 1144.753296
	Iteration 76Q: 3 clusters Score -1.422505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 288136 members 
Entering Unmasked Estep 
Score: -14225047.000000 Penalty: 1144.753296
	Iteration 77Q: 3 clusters Score -1.422505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 288116 members 
Entering Unmasked Estep 
Score: -14225063.000000 Penalty: 1144.753296
	Iteration 78Q: 3 clusters Score -1.422506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 288102 members 
Entering Unmasked Estep 
Score: -14225061.000000 Penalty: 1144.753296
	Iteration 79Q: 3 clusters Score -1.422506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 288094 members 
Entering Unmasked Estep 
Score: -14225069.000000 Penalty: 1144.753296
	Iteration 80F: 3 clusters Score -1.422507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 288089 members 
Entering Unmasked Estep 
Score: -14225076.000000 Penalty: 1144.753296
	Iteration 81Q: 3 clusters Score -1.422508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 288089 members 
Entering Unmasked Estep 
Score: -14225063.000000 Penalty: 1144.753296
	Iteration 82Q: 3 clusters Score -1.422506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 288087 members 
Entering Unmasked Estep 
Score: -14225054.000000 Penalty: 1144.753296
	Iteration 83Q: 3 clusters Score -1.422505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 288083 members 
Entering Unmasked Estep 
Score: -14225056.000000 Penalty: 1144.753296
	Iteration 84Q: 3 clusters Score -1.422506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 288081 members 
Entering Unmasked Estep 
Score: -14225065.000000 Penalty: 1144.753296
	Iteration 85Q: 3 clusters Score -1.422506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 288083 members 
Entering Unmasked Estep 
Score: -14225067.000000 Penalty: 1144.753296
	Iteration 86Q: 3 clusters Score -1.422507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 288083 members 
Entering Unmasked Estep 
Score: -14225059.000000 Penalty: 1144.753296
	Iteration 87Q: 3 clusters Score -1.422506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 288081 members 
Entering Unmasked Estep 
Score: -14225061.000000 Penalty: 1144.753296
	Iteration 88Q: 3 clusters Score -1.422506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 288080 members 
Entering Unmasked Estep 
Score: -14225070.000000 Penalty: 1144.753296
	Iteration 89Q: 3 clusters Score -1.422507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 288079 members 
Entering Unmasked Estep 
Score: -14225070.000000 Penalty: 1144.753296
	Iteration 90Q: 3 clusters Score -1.422507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 288081 members 
Entering Unmasked Estep 
Score: -14225069.000000 Penalty: 1144.753296
	Iteration 91Q: 3 clusters Score -1.422507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 288082 members 
Entering Unmasked Estep 
Score: -14225073.000000 Penalty: 1144.753296
	Iteration 92Q: 3 clusters Score -1.422507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 288080 members 
Entering Unmasked Estep 
Score: -14225080.000000 Penalty: 1144.753296
	Iteration 93Q: 3 clusters Score -1.422508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 288078 members 
Entering Unmasked Estep 
Score: -14225079.000000 Penalty: 1144.753296
	Iteration 94Q: 3 clusters Score -1.422508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 288075 members 
Entering Unmasked Estep 
Score: -14225080.000000 Penalty: 1144.753296
	Iteration 95Q: 3 clusters Score -1.422508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 288072 members 
Entering Unmasked Estep 
Score: -14225074.000000 Penalty: 1144.753296
	Iteration 96Q: 3 clusters Score -1.422507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 288070 members 
Entering Unmasked Estep 
Score: -14225083.000000 Penalty: 1144.753296
	Iteration 97Q: 3 clusters Score -1.422508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 288070 members 
Entering Unmasked Estep 
Score: -14225083.000000 Penalty: 1144.753296
	Iteration 98F: 3 clusters Score -1.422508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78997 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89505 members 
Mstep: Class 23 contains 288070 members 
Entering Unmasked Estep 
Score: -25301850.000000 Penalty: 13794.784180
Splitting cluster 19 changes total score from -25301582.000000 to -25301850.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -582823.437500 Penalty: 428.666840
	Iteration 0F: 2 clusters Score -582823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -574509.437500 Penalty: 857.333679
	Iteration 0F: 3 clusters Score -574509.4 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -577815.812500 Penalty: 857.333679
	Iteration 1F: 3 clusters Score -577815.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -577995.875000 Penalty: 857.333679
	Iteration 2Q: 3 clusters Score -577995.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -578228.812500 Penalty: 857.333679
	Iteration 3Q: 3 clusters Score -578228.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -578548.937500 Penalty: 857.333679
	Iteration 4F: 3 clusters Score -578548.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -579018.437500 Penalty: 857.333679
	Iteration 5F: 3 clusters Score -579018.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -579638.937500 Penalty: 857.333679
	Iteration 6F: 3 clusters Score -579638.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -580318.750000 Penalty: 857.333679
	Iteration 7F: 3 clusters Score -580318.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -580856.500000 Penalty: 857.333679
	Iteration 8F: 3 clusters Score -580856.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -581232.250000 Penalty: 857.333679
	Iteration 9Q: 3 clusters Score -581232.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -581487.125000 Penalty: 857.333679
	Iteration 10Q: 3 clusters Score -581487.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -581659.562500 Penalty: 857.333679
	Iteration 11Q: 3 clusters Score -581659.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -581789.937500 Penalty: 857.333679
	Iteration 12Q: 3 clusters Score -581789.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -581899.250000 Penalty: 857.333679
	Iteration 13Q: 3 clusters Score -581899.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -581990.250000 Penalty: 857.333679
	Iteration 14Q: 3 clusters Score -581990.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -582065.750000 Penalty: 857.333679
	Iteration 15Q: 3 clusters Score -582065.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -582130.062500 Penalty: 857.333679
	Iteration 16Q: 3 clusters Score -582130.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -582203.062500 Penalty: 857.333679
	Iteration 17Q: 3 clusters Score -582203.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -582253.875000 Penalty: 857.333679
	Iteration 18Q: 3 clusters Score -582253.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -582295.375000 Penalty: 857.333679
	Iteration 19Q: 3 clusters Score -582295.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -582328.812500 Penalty: 857.333679
	Iteration 20F: 3 clusters Score -582328.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -582352.312500 Penalty: 857.333679
	Iteration 21Q: 3 clusters Score -582352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -582367.250000 Penalty: 857.333679
	Iteration 22Q: 3 clusters Score -582367.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -582380.375000 Penalty: 857.333679
	Iteration 23Q: 3 clusters Score -582380.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -582386.000000 Penalty: 857.333679
	Iteration 24Q: 3 clusters Score -582386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -582391.312500 Penalty: 857.333679
	Iteration 25Q: 3 clusters Score -582391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -582395.250000 Penalty: 857.333679
	Iteration 26Q: 3 clusters Score -582395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -582403.000000 Penalty: 857.333679
	Iteration 27Q: 3 clusters Score -582403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -582411.187500 Penalty: 857.333679
	Iteration 28Q: 3 clusters Score -582411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -582417.500000 Penalty: 857.333679
	Iteration 29Q: 3 clusters Score -582417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -582422.187500 Penalty: 857.333679
	Iteration 30Q: 3 clusters Score -582422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -582426.437500 Penalty: 857.333679
	Iteration 31Q: 3 clusters Score -582426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -582428.375000 Penalty: 857.333679
	Iteration 32Q: 3 clusters Score -582428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -582430.875000 Penalty: 857.333679
	Iteration 33Q: 3 clusters Score -582430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -582432.500000 Penalty: 857.333679
	Iteration 34Q: 3 clusters Score -582432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -582434.562500 Penalty: 857.333679
	Iteration 35Q: 3 clusters Score -582434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -582436.562500 Penalty: 857.333679
	Iteration 36Q: 3 clusters Score -582436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -582436.937500 Penalty: 857.333679
	Iteration 37Q: 3 clusters Score -582436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -582436.937500 Penalty: 857.333679
	Iteration 38F: 3 clusters Score -582436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -19358.500000 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -19358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18945.666016 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -18945.67 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19045.179688 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -19045.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19076.234375 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -19076.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19101.443359 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -19101.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19116.283203 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -19116.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19127.005859 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -19127.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19135.011719 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -19135.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19136.517578 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -19136.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19137.037109 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -19137.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19138.265625 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -19138.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19139.044922 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -19139.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19139.044922 Penalty: 546.802002
	Iteration 11F: 3 clusters Score -19139.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Entering Unmasked Estep 
Score: -4406179.000000 Penalty: 518.793274
	Iteration 0F: 2 clusters Score -4406179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -4345435.500000 Penalty: 1037.586548
	Iteration 0F: 3 clusters Score -4345436 nChanged 43752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4371432.000000 Penalty: 1037.586548
	Iteration 1F: 3 clusters Score -4371432 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -4372112.000000 Penalty: 1037.586548
	Iteration 2Q: 3 clusters Score -4372112 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -4373167.000000 Penalty: 1037.586548
	Iteration 3Q: 3 clusters Score -4373167 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -4375022.000000 Penalty: 1037.586548
	Iteration 4Q: 3 clusters Score -4375022 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -4378223.500000 Penalty: 1037.586548
	Iteration 5F: 3 clusters Score -4378224 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4382979.000000 Penalty: 1037.586548
	Iteration 6F: 3 clusters Score -4382979 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4387678.500000 Penalty: 1037.586548
	Iteration 7F: 3 clusters Score -4387678 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4390599.000000 Penalty: 1037.586548
	Iteration 8F: 3 clusters Score -4390599 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4391762.500000 Penalty: 1037.586548
	Iteration 9Q: 3 clusters Score -4391762 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4392266.000000 Penalty: 1037.586548
	Iteration 10Q: 3 clusters Score -4392266 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4392645.500000 Penalty: 1037.586548
	Iteration 11Q: 3 clusters Score -4392646 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4392994.000000 Penalty: 1037.586548
	Iteration 12Q: 3 clusters Score -4392994 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4393306.000000 Penalty: 1037.586548
	Iteration 13Q: 3 clusters Score -4393306 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4393605.500000 Penalty: 1037.586548
	Iteration 14Q: 3 clusters Score -4393606 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4393880.000000 Penalty: 1037.586548
	Iteration 15Q: 3 clusters Score -4393880 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4394169.000000 Penalty: 1037.586548
	Iteration 16Q: 3 clusters Score -4394169 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4394499.500000 Penalty: 1037.586548
	Iteration 17Q: 3 clusters Score -4394500 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4394788.500000 Penalty: 1037.586548
	Iteration 18Q: 3 clusters Score -4394788 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -4395112.500000 Penalty: 1037.586548
	Iteration 19Q: 3 clusters Score -4395112 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4395425.500000 Penalty: 1037.586548
	Iteration 20F: 3 clusters Score -4395426 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4395817.500000 Penalty: 1037.586548
	Iteration 21Q: 3 clusters Score -4395818 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4396260.500000 Penalty: 1037.586548
	Iteration 22Q: 3 clusters Score -4396260 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4396788.000000 Penalty: 1037.586548
	Iteration 23Q: 3 clusters Score -4396788 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4397347.500000 Penalty: 1037.586548
	Iteration 24Q: 3 clusters Score -4397348 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4397995.000000 Penalty: 1037.586548
	Iteration 25Q: 3 clusters Score -4397995 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4398776.500000 Penalty: 1037.586548
	Iteration 26Q: 3 clusters Score -4398776 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4399627.500000 Penalty: 1037.586548
	Iteration 27Q: 3 clusters Score -4399628 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4400547.000000 Penalty: 1037.586548
	Iteration 28Q: 3 clusters Score -4400547 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4401510.000000 Penalty: 1037.586548
	Iteration 29Q: 3 clusters Score -4401510 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -4402374.000000 Penalty: 1037.586548
	Iteration 30Q: 3 clusters Score -4402374 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -4403153.000000 Penalty: 1037.586548
	Iteration 31Q: 3 clusters Score -4403153 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4403770.000000 Penalty: 1037.586548
	Iteration 32Q: 3 clusters Score -4403770 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4404274.500000 Penalty: 1037.586548
	Iteration 33Q: 3 clusters Score -4404274 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4404673.000000 Penalty: 1037.586548
	Iteration 34Q: 3 clusters Score -4404673 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4404942.500000 Penalty: 1037.586548
	Iteration 35Q: 3 clusters Score -4404942 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4405126.000000 Penalty: 1037.586548
	Iteration 36Q: 3 clusters Score -4405126 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4405303.000000 Penalty: 1037.586548
	Iteration 37Q: 3 clusters Score -4405303 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4405447.000000 Penalty: 1037.586548
	Iteration 38Q: 3 clusters Score -4405447 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4405541.000000 Penalty: 1037.586548
	Iteration 39Q: 3 clusters Score -4405541 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4405591.500000 Penalty: 1037.586548
	Iteration 40F: 3 clusters Score -4405592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4405632.500000 Penalty: 1037.586548
	Iteration 41Q: 3 clusters Score -4405632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4405673.500000 Penalty: 1037.586548
	Iteration 42Q: 3 clusters Score -4405674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4405697.500000 Penalty: 1037.586548
	Iteration 43Q: 3 clusters Score -4405698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4405727.000000 Penalty: 1037.586548
	Iteration 44Q: 3 clusters Score -4405727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4405753.000000 Penalty: 1037.586548
	Iteration 45Q: 3 clusters Score -4405753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4405767.000000 Penalty: 1037.586548
	Iteration 46Q: 3 clusters Score -4405767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4405774.000000 Penalty: 1037.586548
	Iteration 47Q: 3 clusters Score -4405774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4405779.000000 Penalty: 1037.586548
	Iteration 48Q: 3 clusters Score -4405779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4405789.500000 Penalty: 1037.586548
	Iteration 49Q: 3 clusters Score -4405790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4405790.500000 Penalty: 1037.586548
	Iteration 50Q: 3 clusters Score -4405790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4405798.000000 Penalty: 1037.586548
	Iteration 51Q: 3 clusters Score -4405798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4405797.500000 Penalty: 1037.586548
	Iteration 52Q: 3 clusters Score -4405798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4405805.500000 Penalty: 1037.586548
	Iteration 53Q: 3 clusters Score -4405806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4405810.000000 Penalty: 1037.586548
	Iteration 54Q: 3 clusters Score -4405810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4405809.500000 Penalty: 1037.586548
	Iteration 55Q: 3 clusters Score -4405810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4405819.000000 Penalty: 1037.586548
	Iteration 56Q: 3 clusters Score -4405819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4405816.500000 Penalty: 1037.586548
	Iteration 57Q: 3 clusters Score -4405816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4405815.000000 Penalty: 1037.586548
	Iteration 58Q: 3 clusters Score -4405815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4405820.500000 Penalty: 1037.586548
	Iteration 59Q: 3 clusters Score -4405820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4405824.000000 Penalty: 1037.586548
	Iteration 60F: 3 clusters Score -4405824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4405822.500000 Penalty: 1037.586548
	Iteration 61Q: 3 clusters Score -4405822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4405827.500000 Penalty: 1037.586548
	Iteration 62Q: 3 clusters Score -4405828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4405829.000000 Penalty: 1037.586548
	Iteration 63Q: 3 clusters Score -4405829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4405834.500000 Penalty: 1037.586548
	Iteration 64Q: 3 clusters Score -4405834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4405833.000000 Penalty: 1037.586548
	Iteration 65Q: 3 clusters Score -4405833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4405837.500000 Penalty: 1037.586548
	Iteration 66Q: 3 clusters Score -4405838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89159 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4405834.500000 Penalty: 1037.586548
	Iteration 67Q: 3 clusters Score -4405834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4405834.000000 Penalty: 1037.586548
	Iteration 68Q: 3 clusters Score -4405834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4405832.500000 Penalty: 1037.586548
	Iteration 69Q: 3 clusters Score -4405832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4405834.500000 Penalty: 1037.586548
	Iteration 70Q: 3 clusters Score -4405834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4405834.500000 Penalty: 1037.586548
	Iteration 71F: 3 clusters Score -4405834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 78997 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 12348 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301868.000000 Penalty: 13794.784180
Iteration 239Q: 24 clusters Score -2.530187e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 9504 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79118 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26486 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89578 members 
Mstep: Class 23 contains 287870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301912.000000 Penalty: 13794.784180
Iteration 240F: 24 clusters Score -2.530191e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 9479 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79115 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26445 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 89242 members 
Mstep: Class 23 contains 288262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301892.000000 Penalty: 13794.784180
Iteration 241Q: 24 clusters Score -2.530189e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79119 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26404 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 88923 members 
Mstep: Class 23 contains 288612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301900.000000 Penalty: 13794.784180
Iteration 242Q: 24 clusters Score -2.53019e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79110 members 
Mstep: Class 10 contains 3517 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26363 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 12386 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 88641 members 
Mstep: Class 23 contains 288925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301848.000000 Penalty: 13794.784180
Iteration 243Q: 24 clusters Score -2.530185e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79097 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 12396 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 88361 members 
Mstep: Class 23 contains 289225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301794.000000 Penalty: 13794.784180
Iteration 244Q: 24 clusters Score -2.530179e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79101 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2594 members 
Mstep: Class 20 contains 12407 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 88050 members 
Mstep: Class 23 contains 289530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301764.000000 Penalty: 13794.784180
Iteration 245Q: 24 clusters Score -2.530176e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79116 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26214 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 12420 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 87787 members 
Mstep: Class 23 contains 289785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301726.000000 Penalty: 13794.784180
Iteration 246Q: 24 clusters Score -2.530173e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79132 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26157 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 12436 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 87523 members 
Mstep: Class 23 contains 290049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301678.000000 Penalty: 13794.784180
Iteration 247Q: 24 clusters Score -2.530168e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79160 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26095 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 12457 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 87246 members 
Mstep: Class 23 contains 290292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301700.000000 Penalty: 13794.784180
Iteration 248Q: 24 clusters Score -2.53017e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 9544 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79177 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 26036 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 86972 members 
Mstep: Class 23 contains 290546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301672.000000 Penalty: 13794.784180
Iteration 249Q: 24 clusters Score -2.530167e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 9564 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79201 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25970 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 86683 members 
Mstep: Class 23 contains 290808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301624.000000 Penalty: 13794.784180
Iteration 250Q: 24 clusters Score -2.530162e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5633 members 
Mstep: Class 7 contains 9583 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79217 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 12515 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 86393 members 
Mstep: Class 23 contains 291081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301532.000000 Penalty: 13794.784180
Iteration 251Q: 24 clusters Score -2.530153e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79228 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25864 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2704 members 
Mstep: Class 20 contains 12522 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 86116 members 
Mstep: Class 23 contains 291339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301498.000000 Penalty: 13794.784180
Iteration 252Q: 24 clusters Score -2.53015e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 9617 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79246 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25799 members 
Mstep: Class 14 contains 2409 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 85842 members 
Mstep: Class 23 contains 291613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301500.000000 Penalty: 13794.784180
Iteration 253Q: 24 clusters Score -2.53015e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 9638 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79266 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25730 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 12559 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 85573 members 
Mstep: Class 23 contains 291882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301444.000000 Penalty: 13794.784180
Iteration 254Q: 24 clusters Score -2.530144e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2356 members 
Mstep: Class 3 contains 2382 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 9667 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79294 members 
Mstep: Class 10 contains 3517 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25669 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 85323 members 
Mstep: Class 23 contains 292099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301374.000000 Penalty: 13794.784180
Iteration 255Q: 24 clusters Score -2.530137e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79322 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25601 members 
Mstep: Class 14 contains 2414 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 12600 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 85091 members 
Mstep: Class 23 contains 292307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301368.000000 Penalty: 13794.784180
Iteration 256Q: 24 clusters Score -2.530137e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 9713 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79362 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25517 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 12627 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 84892 members 
Mstep: Class 23 contains 292481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301318.000000 Penalty: 13794.784180
Iteration 257Q: 24 clusters Score -2.530132e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 2387 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 9734 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79407 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25443 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 12645 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 84686 members 
Mstep: Class 23 contains 292648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301246.000000 Penalty: 13794.784180
Iteration 258Q: 24 clusters Score -2.530125e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9750 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79457 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25358 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 12661 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 84530 members 
Mstep: Class 23 contains 292780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301242.000000 Penalty: 13794.784180
Iteration 259Q: 24 clusters Score -2.530124e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 9765 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79501 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25288 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 12672 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 84380 members 
Mstep: Class 23 contains 292896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301166.000000 Penalty: 13794.784180
Iteration 260F: 24 clusters Score -2.530117e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5635 members 
Mstep: Class 7 contains 9775 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79537 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25221 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 12686 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 84225 members 
Mstep: Class 23 contains 293034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301140.000000 Penalty: 13794.784180
Iteration 261Q: 24 clusters Score -2.530114e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79569 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25160 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 20 contains 12697 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 84045 members 
Mstep: Class 23 contains 293191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301134.000000 Penalty: 13794.784180
Iteration 262Q: 24 clusters Score -2.530113e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5640 members 
Mstep: Class 7 contains 9799 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79603 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 561 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25112 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83858 members 
Mstep: Class 23 contains 293342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301114.000000 Penalty: 13794.784180
Iteration 263Q: 24 clusters Score -2.530111e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 9818 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79638 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25064 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83672 members 
Mstep: Class 23 contains 293489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301086.000000 Penalty: 13794.784180
Iteration 264Q: 24 clusters Score -2.530109e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 9829 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79676 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 25031 members 
Mstep: Class 14 contains 2425 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83477 members 
Mstep: Class 23 contains 293636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301030.000000 Penalty: 13794.784180
Iteration 265Q: 24 clusters Score -2.530103e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79716 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24988 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2908 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83314 members 
Mstep: Class 23 contains 293758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300980.000000 Penalty: 13794.784180
Iteration 266Q: 24 clusters Score -2.530098e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 2396 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79758 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 560 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24935 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 12723 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83167 members 
Mstep: Class 23 contains 293882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300968.000000 Penalty: 13794.784180
Iteration 267Q: 24 clusters Score -2.530097e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 79816 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24886 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 83001 members 
Mstep: Class 23 contains 294009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300898.000000 Penalty: 13794.784180
Iteration 268Q: 24 clusters Score -2.53009e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9870 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 79874 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 558 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24844 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 12730 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82864 members 
Mstep: Class 23 contains 294100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300918.000000 Penalty: 13794.784180
Iteration 269Q: 24 clusters Score -2.530092e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9877 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 79919 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 557 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24810 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82719 members 
Mstep: Class 23 contains 294204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300910.000000 Penalty: 13794.784180
Iteration 270Q: 24 clusters Score -2.530091e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 79976 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24776 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 12730 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82602 members 
Mstep: Class 23 contains 294267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300914.000000 Penalty: 13794.784180
Iteration 271Q: 24 clusters Score -2.530091e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 9898 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80030 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24745 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 12732 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82478 members 
Mstep: Class 23 contains 294326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300954.000000 Penalty: 13794.784180
Iteration 272Q: 24 clusters Score -2.530095e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80074 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3006 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82364 members 
Mstep: Class 23 contains 294391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300970.000000 Penalty: 13794.784180
Iteration 273Q: 24 clusters Score -2.530097e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80114 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24683 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 12727 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82236 members 
Mstep: Class 23 contains 294472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300932.000000 Penalty: 13794.784180
Iteration 274Q: 24 clusters Score -2.530093e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9932 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80151 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24657 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 82106 members 
Mstep: Class 23 contains 294556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300970.000000 Penalty: 13794.784180
Iteration 275Q: 24 clusters Score -2.530097e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9936 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80195 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24638 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81972 members 
Mstep: Class 23 contains 294641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25301028.000000 Penalty: 13794.784180
Iteration 276Q: 24 clusters Score -2.530103e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80224 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24624 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 12720 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81839 members 
Mstep: Class 23 contains 294746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300992.000000 Penalty: 13794.784180
Iteration 277Q: 24 clusters Score -2.530099e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80250 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24612 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81722 members 
Mstep: Class 23 contains 294839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300980.000000 Penalty: 13794.784180
Iteration 278Q: 24 clusters Score -2.530098e+07 nChanged 171
Entering ConstructFrom: 
Score: -25300980.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9249.679688 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9249.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9324.417969 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9324.418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9334.704102 Penalty: 493.670471
	Iteration 2Q: 3 clusters Score -9334.704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9337.230469 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9337.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9337.985352 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9337.985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9339.989258 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9339.989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9341.047852 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9341.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9342.724609 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9342.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9342.724609 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -9342.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -117977.750000 Penalty: 354.193542
	Iteration 0F: 2 clusters Score -117977.8 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 1217 members 
Entering Unmasked Estep 
Score: -116291.875000 Penalty: 708.387085
	Iteration 0F: 3 clusters Score -116291.9 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -116884.968750 Penalty: 708.387085
	Iteration 1F: 3 clusters Score -116885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -116982.171875 Penalty: 708.387085
	Iteration 2F: 3 clusters Score -116982.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -117076.992188 Penalty: 708.387085
	Iteration 3F: 3 clusters Score -117077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -117197.835938 Penalty: 708.387085
	Iteration 4F: 3 clusters Score -117197.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -117300.031250 Penalty: 708.387085
	Iteration 5F: 3 clusters Score -117300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -117386.710938 Penalty: 708.387085
	Iteration 6F: 3 clusters Score -117386.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -117467.468750 Penalty: 708.387085
	Iteration 7F: 3 clusters Score -117467.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -117533.218750 Penalty: 708.387085
	Iteration 8Q: 3 clusters Score -117533.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -117583.515625 Penalty: 708.387085
	Iteration 9Q: 3 clusters Score -117583.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -117612.375000 Penalty: 708.387085
	Iteration 10Q: 3 clusters Score -117612.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -117643.984375 Penalty: 708.387085
	Iteration 11Q: 3 clusters Score -117644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -117666.257812 Penalty: 708.387085
	Iteration 12Q: 3 clusters Score -117666.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -117693.640625 Penalty: 708.387085
	Iteration 13Q: 3 clusters Score -117693.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -117709.750000 Penalty: 708.387085
	Iteration 14Q: 3 clusters Score -117709.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -117716.867188 Penalty: 708.387085
	Iteration 15Q: 3 clusters Score -117716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -117721.781250 Penalty: 708.387085
	Iteration 16Q: 3 clusters Score -117721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -117727.000000 Penalty: 708.387085
	Iteration 17Q: 3 clusters Score -117727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -117729.835938 Penalty: 708.387085
	Iteration 18Q: 3 clusters Score -117729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117732.671875 Penalty: 708.387085
	Iteration 19Q: 3 clusters Score -117732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -117736.843750 Penalty: 708.387085
	Iteration 20F: 3 clusters Score -117736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -117741.804688 Penalty: 708.387085
	Iteration 21Q: 3 clusters Score -117741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -117746.554688 Penalty: 708.387085
	Iteration 22Q: 3 clusters Score -117746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -117754.335938 Penalty: 708.387085
	Iteration 23Q: 3 clusters Score -117754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -117756.304688 Penalty: 708.387085
	Iteration 24Q: 3 clusters Score -117756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -117756.703125 Penalty: 708.387085
	Iteration 25Q: 3 clusters Score -117756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -117757.937500 Penalty: 708.387085
	Iteration 26Q: 3 clusters Score -117757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -117759.414062 Penalty: 708.387085
	Iteration 27Q: 3 clusters Score -117759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -117759.625000 Penalty: 708.387085
	Iteration 28Q: 3 clusters Score -117759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -117759.625000 Penalty: 708.387085
	Iteration 29F: 3 clusters Score -117759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -128292.843750 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -128292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -126555.289062 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -126555.3 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -127145.398438 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -127145.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -127200.078125 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -127200.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -127242.078125 Penalty: 708.877991
	Iteration 3Q: 3 clusters Score -127242.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127276.632812 Penalty: 708.877991
	Iteration 4Q: 3 clusters Score -127276.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -127316.015625 Penalty: 708.877991
	Iteration 5Q: 3 clusters Score -127316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -127349.125000 Penalty: 708.877991
	Iteration 6Q: 3 clusters Score -127349.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -127387.609375 Penalty: 708.877991
	Iteration 7Q: 3 clusters Score -127387.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -127445.531250 Penalty: 708.877991
	Iteration 8Q: 3 clusters Score -127445.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -127534.242188 Penalty: 708.877991
	Iteration 9F: 3 clusters Score -127534.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -127639.398438 Penalty: 708.877991
	Iteration 10F: 3 clusters Score -127639.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -127755.015625 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -127755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -127837.250000 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -127837.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -127895.359375 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -127895.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -127923.765625 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -127923.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -127935.609375 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -127935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -127942.406250 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -127942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -127947.820312 Penalty: 708.877991
	Iteration 17Q: 3 clusters Score -127947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -127950.281250 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -127950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -127951.750000 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -127951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -127953.640625 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -127953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -127954.125000 Penalty: 708.877991
	Iteration 21Q: 3 clusters Score -127954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -127955.796875 Penalty: 708.877991
	Iteration 22Q: 3 clusters Score -127955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -127959.242188 Penalty: 708.877991
	Iteration 23Q: 3 clusters Score -127959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -127961.054688 Penalty: 708.877991
	Iteration 24Q: 3 clusters Score -127961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -127962.664062 Penalty: 708.877991
	Iteration 25Q: 3 clusters Score -127962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -127963.429688 Penalty: 708.877991
	Iteration 26Q: 3 clusters Score -127963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -127964.257812 Penalty: 708.877991
	Iteration 27Q: 3 clusters Score -127964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -127966.414062 Penalty: 708.877991
	Iteration 28Q: 3 clusters Score -127966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -127967.000000 Penalty: 708.877991
	Iteration 29Q: 3 clusters Score -127967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -127967.234375 Penalty: 708.877991
	Iteration 30Q: 3 clusters Score -127967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -127967.484375 Penalty: 708.877991
	Iteration 31Q: 3 clusters Score -127967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -127967.484375 Penalty: 708.877991
	Iteration 32F: 3 clusters Score -127967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -123981.828125 Penalty: 362.035645
	Iteration 0F: 2 clusters Score -123981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -121967.468750 Penalty: 724.071289
	Iteration 0F: 3 clusters Score -121967.5 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -122612.937500 Penalty: 724.071289
	Iteration 1F: 3 clusters Score -122612.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -122704.632812 Penalty: 724.071289
	Iteration 2F: 3 clusters Score -122704.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -122821.781250 Penalty: 724.071289
	Iteration 3F: 3 clusters Score -122821.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -122957.828125 Penalty: 724.071289
	Iteration 4F: 3 clusters Score -122957.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -123094.820312 Penalty: 724.071289
	Iteration 5F: 3 clusters Score -123094.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -123210.414062 Penalty: 724.071289
	Iteration 6F: 3 clusters Score -123210.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -123283.414062 Penalty: 724.071289
	Iteration 7Q: 3 clusters Score -123283.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -123358.976562 Penalty: 724.071289
	Iteration 8Q: 3 clusters Score -123359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -123422.570312 Penalty: 724.071289
	Iteration 9Q: 3 clusters Score -123422.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -123473.078125 Penalty: 724.071289
	Iteration 10Q: 3 clusters Score -123473.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -123508.968750 Penalty: 724.071289
	Iteration 11Q: 3 clusters Score -123509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -123530.976562 Penalty: 724.071289
	Iteration 12Q: 3 clusters Score -123531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -123549.906250 Penalty: 724.071289
	Iteration 13Q: 3 clusters Score -123549.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -123570.921875 Penalty: 724.071289
	Iteration 14Q: 3 clusters Score -123570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -123597.304688 Penalty: 724.071289
	Iteration 15Q: 3 clusters Score -123597.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -123623.437500 Penalty: 724.071289
	Iteration 16Q: 3 clusters Score -123623.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -123649.796875 Penalty: 724.071289
	Iteration 17Q: 3 clusters Score -123649.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -123668.062500 Penalty: 724.071289
	Iteration 18Q: 3 clusters Score -123668.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -123684.789062 Penalty: 724.071289
	Iteration 19Q: 3 clusters Score -123684.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -123702.664062 Penalty: 724.071289
	Iteration 20F: 3 clusters Score -123702.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -123727.882812 Penalty: 724.071289
	Iteration 21Q: 3 clusters Score -123727.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -123758.984375 Penalty: 724.071289
	Iteration 22Q: 3 clusters Score -123759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -123798.679688 Penalty: 724.071289
	Iteration 23Q: 3 clusters Score -123798.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -123839.226562 Penalty: 724.071289
	Iteration 24Q: 3 clusters Score -123839.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -123873.203125 Penalty: 724.071289
	Iteration 25Q: 3 clusters Score -123873.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -123894.531250 Penalty: 724.071289
	Iteration 26Q: 3 clusters Score -123894.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -123907.765625 Penalty: 724.071289
	Iteration 27Q: 3 clusters Score -123907.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -123919.226562 Penalty: 724.071289
	Iteration 28Q: 3 clusters Score -123919.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -123926.289062 Penalty: 724.071289
	Iteration 29Q: 3 clusters Score -123926.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -123928.875000 Penalty: 724.071289
	Iteration 30Q: 3 clusters Score -123928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -123930.375000 Penalty: 724.071289
	Iteration 31Q: 3 clusters Score -123930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -123931.757812 Penalty: 724.071289
	Iteration 32Q: 3 clusters Score -123931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -123931.828125 Penalty: 724.071289
	Iteration 33Q: 3 clusters Score -123931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -123931.828125 Penalty: 724.071289
	Iteration 34F: 3 clusters Score -123931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39677.128906 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39677.13 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39888.371094 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39888.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39916.554688 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39916.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -39928.359375 Penalty: 615.828247
	Iteration 3Q: 3 clusters Score -39928.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39955.656250 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -39955.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40010.078125 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -40010.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40103.558594 Penalty: 615.828247
	Iteration 6F: 3 clusters Score -40103.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40152.445312 Penalty: 615.828247
	Iteration 7F: 3 clusters Score -40152.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40198.023438 Penalty: 615.828247
	Iteration 8F: 3 clusters Score -40198.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40234.519531 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40234.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40271.703125 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40271.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40310.910156 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40310.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40335.457031 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40335.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40345.164062 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40345.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40358.816406 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40358.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40370.648438 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40370.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40382.492188 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40382.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40394.781250 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40394.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40401.789062 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40401.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40405.843750 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40405.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40409.066406 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40409.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40415.535156 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40415.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40418.148438 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40418.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40420.433594 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40420.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40420.433594 Penalty: 615.828247
	Iteration 24F: 3 clusters Score -40420.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80275 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24607 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81621 members 
Mstep: Class 23 contains 294916 members 
Mstep: Class 24 contains 144 members 
Entering Unmasked Estep 
Score: -25300652.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25300980.000000 to -25300652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -260149.203125 Penalty: 392.891418
	Iteration 0F: 2 clusters Score -260149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -256347.296875 Penalty: 785.782837
	Iteration 0F: 3 clusters Score -256347.3 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -257871.671875 Penalty: 785.782837
	Iteration 1F: 3 clusters Score -257871.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -258087.171875 Penalty: 785.782837
	Iteration 2F: 3 clusters Score -258087.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -258367.140625 Penalty: 785.782837
	Iteration 3F: 3 clusters Score -258367.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258720.187500 Penalty: 785.782837
	Iteration 4F: 3 clusters Score -258720.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -259045.140625 Penalty: 785.782837
	Iteration 5F: 3 clusters Score -259045.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -259255.468750 Penalty: 785.782837
	Iteration 6Q: 3 clusters Score -259255.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -259405.421875 Penalty: 785.782837
	Iteration 7Q: 3 clusters Score -259405.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -259491.203125 Penalty: 785.782837
	Iteration 8Q: 3 clusters Score -259491.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -259553.656250 Penalty: 785.782837
	Iteration 9Q: 3 clusters Score -259553.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -259595.062500 Penalty: 785.782837
	Iteration 10Q: 3 clusters Score -259595.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -259629.640625 Penalty: 785.782837
	Iteration 11Q: 3 clusters Score -259629.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -259658.343750 Penalty: 785.782837
	Iteration 12Q: 3 clusters Score -259658.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -259680.343750 Penalty: 785.782837
	Iteration 13Q: 3 clusters Score -259680.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -259700.015625 Penalty: 785.782837
	Iteration 14Q: 3 clusters Score -259700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -259717.593750 Penalty: 785.782837
	Iteration 15Q: 3 clusters Score -259717.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -259730.312500 Penalty: 785.782837
	Iteration 16Q: 3 clusters Score -259730.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259741.500000 Penalty: 785.782837
	Iteration 17Q: 3 clusters Score -259741.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -259758.734375 Penalty: 785.782837
	Iteration 18Q: 3 clusters Score -259758.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -259778.000000 Penalty: 785.782837
	Iteration 19Q: 3 clusters Score -259778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -259795.171875 Penalty: 785.782837
	Iteration 20F: 3 clusters Score -259795.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -259815.718750 Penalty: 785.782837
	Iteration 21Q: 3 clusters Score -259815.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -259833.890625 Penalty: 785.782837
	Iteration 22Q: 3 clusters Score -259833.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -259844.875000 Penalty: 785.782837
	Iteration 23Q: 3 clusters Score -259844.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -259853.890625 Penalty: 785.782837
	Iteration 24Q: 3 clusters Score -259853.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -259861.718750 Penalty: 785.782837
	Iteration 25Q: 3 clusters Score -259861.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -259872.140625 Penalty: 785.782837
	Iteration 26Q: 3 clusters Score -259872.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -259880.500000 Penalty: 785.782837
	Iteration 27Q: 3 clusters Score -259880.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -259893.703125 Penalty: 785.782837
	Iteration 28Q: 3 clusters Score -259893.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -259907.453125 Penalty: 785.782837
	Iteration 29Q: 3 clusters Score -259907.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -259913.968750 Penalty: 785.782837
	Iteration 30Q: 3 clusters Score -259914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -259917.312500 Penalty: 785.782837
	Iteration 31Q: 3 clusters Score -259917.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -259919.156250 Penalty: 785.782837
	Iteration 32Q: 3 clusters Score -259919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -259920.296875 Penalty: 785.782837
	Iteration 33Q: 3 clusters Score -259920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -259920.593750 Penalty: 785.782837
	Iteration 34Q: 3 clusters Score -259920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -259921.531250 Penalty: 785.782837
	Iteration 35Q: 3 clusters Score -259921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -259922.515625 Penalty: 785.782837
	Iteration 36Q: 3 clusters Score -259922.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -259923.078125 Penalty: 785.782837
	Iteration 37Q: 3 clusters Score -259923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -259923.859375 Penalty: 785.782837
	Iteration 38Q: 3 clusters Score -259923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -259924.734375 Penalty: 785.782837
	Iteration 39Q: 3 clusters Score -259924.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -259926.203125 Penalty: 785.782837
	Iteration 40F: 3 clusters Score -259926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -259927.531250 Penalty: 785.782837
	Iteration 41Q: 3 clusters Score -259927.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -259929.890625 Penalty: 785.782837
	Iteration 42Q: 3 clusters Score -259929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -259930.718750 Penalty: 785.782837
	Iteration 43Q: 3 clusters Score -259930.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -259932.000000 Penalty: 785.782837
	Iteration 44Q: 3 clusters Score -259932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -259933.000000 Penalty: 785.782837
	Iteration 45Q: 3 clusters Score -259933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -259933.843750 Penalty: 785.782837
	Iteration 46Q: 3 clusters Score -259933.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -259934.328125 Penalty: 785.782837
	Iteration 47Q: 3 clusters Score -259934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -259935.703125 Penalty: 785.782837
	Iteration 48Q: 3 clusters Score -259935.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -259935.984375 Penalty: 785.782837
	Iteration 49Q: 3 clusters Score -259936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -259936.828125 Penalty: 785.782837
	Iteration 50Q: 3 clusters Score -259936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -259938.484375 Penalty: 785.782837
	Iteration 51Q: 3 clusters Score -259938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -259938.687500 Penalty: 785.782837
	Iteration 52Q: 3 clusters Score -259938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -259939.312500 Penalty: 785.782837
	Iteration 53Q: 3 clusters Score -259939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -259939.984375 Penalty: 785.782837
	Iteration 54Q: 3 clusters Score -259940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -259940.968750 Penalty: 785.782837
	Iteration 55Q: 3 clusters Score -259941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -259941.078125 Penalty: 785.782837
	Iteration 56Q: 3 clusters Score -259941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -259942.453125 Penalty: 785.782837
	Iteration 57Q: 3 clusters Score -259942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -259942.171875 Penalty: 785.782837
	Iteration 58Q: 3 clusters Score -259942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -259942.578125 Penalty: 785.782837
	Iteration 59Q: 3 clusters Score -259942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -259942.468750 Penalty: 785.782837
	Iteration 60F: 3 clusters Score -259942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -259942.968750 Penalty: 785.782837
	Iteration 61Q: 3 clusters Score -259943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -259943.140625 Penalty: 785.782837
	Iteration 62Q: 3 clusters Score -259943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -259943.390625 Penalty: 785.782837
	Iteration 63Q: 3 clusters Score -259943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -259943.359375 Penalty: 785.782837
	Iteration 64Q: 3 clusters Score -259943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -259943.640625 Penalty: 785.782837
	Iteration 65Q: 3 clusters Score -259943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -259944.078125 Penalty: 785.782837
	Iteration 66Q: 3 clusters Score -259944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -259943.640625 Penalty: 785.782837
	Iteration 67Q: 3 clusters Score -259943.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -259944.078125 Penalty: 785.782837
	Iteration 68Q: 3 clusters Score -259944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -259943.750000 Penalty: 785.782837
	Iteration 69Q: 3 clusters Score -259943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -259943.906250 Penalty: 785.782837
	Iteration 70Q: 3 clusters Score -259943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -259944.828125 Penalty: 785.782837
	Iteration 71Q: 3 clusters Score -259944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -259945.140625 Penalty: 785.782837
	Iteration 72Q: 3 clusters Score -259945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -259946.218750 Penalty: 785.782837
	Iteration 73Q: 3 clusters Score -259946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -259946.046875 Penalty: 785.782837
	Iteration 74Q: 3 clusters Score -259946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -259945.578125 Penalty: 785.782837
	Iteration 75Q: 3 clusters Score -259945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -259946.015625 Penalty: 785.782837
	Iteration 76Q: 3 clusters Score -259946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -259947.046875 Penalty: 785.782837
	Iteration 77Q: 3 clusters Score -259947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -259946.687500 Penalty: 785.782837
	Iteration 78Q: 3 clusters Score -259946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -259946.687500 Penalty: 785.782837
	Iteration 79F: 3 clusters Score -259946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -473040.718750 Penalty: 418.860687
	Iteration 0F: 2 clusters Score -473040.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -466493.093750 Penalty: 837.721375
	Iteration 0F: 3 clusters Score -466493.1 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -469056.781250 Penalty: 837.721375
	Iteration 1F: 3 clusters Score -469056.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -469233.750000 Penalty: 837.721375
	Iteration 2Q: 3 clusters Score -469233.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -469460.656250 Penalty: 837.721375
	Iteration 3Q: 3 clusters Score -469460.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -469807.562500 Penalty: 837.721375
	Iteration 4F: 3 clusters Score -469807.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -470307.687500 Penalty: 837.721375
	Iteration 5F: 3 clusters Score -470307.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -470813.531250 Penalty: 837.721375
	Iteration 6F: 3 clusters Score -470813.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -471108.937500 Penalty: 837.721375
	Iteration 7F: 3 clusters Score -471108.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -471235.718750 Penalty: 837.721375
	Iteration 8Q: 3 clusters Score -471235.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -471310.250000 Penalty: 837.721375
	Iteration 9Q: 3 clusters Score -471310.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -471361.062500 Penalty: 837.721375
	Iteration 10Q: 3 clusters Score -471361.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -471416.468750 Penalty: 837.721375
	Iteration 11Q: 3 clusters Score -471416.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -471472.562500 Penalty: 837.721375
	Iteration 12Q: 3 clusters Score -471472.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -471535.687500 Penalty: 837.721375
	Iteration 13Q: 3 clusters Score -471535.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -471602.000000 Penalty: 837.721375
	Iteration 14Q: 3 clusters Score -471602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -471681.937500 Penalty: 837.721375
	Iteration 15Q: 3 clusters Score -471681.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -471757.406250 Penalty: 837.721375
	Iteration 16Q: 3 clusters Score -471757.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -471846.656250 Penalty: 837.721375
	Iteration 17Q: 3 clusters Score -471846.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -471925.031250 Penalty: 837.721375
	Iteration 18Q: 3 clusters Score -471925 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -471999.625000 Penalty: 837.721375
	Iteration 19Q: 3 clusters Score -471999.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -472061.906250 Penalty: 837.721375
	Iteration 20F: 3 clusters Score -472061.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -472122.312500 Penalty: 837.721375
	Iteration 21Q: 3 clusters Score -472122.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -472180.656250 Penalty: 837.721375
	Iteration 22Q: 3 clusters Score -472180.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -472240.312500 Penalty: 837.721375
	Iteration 23Q: 3 clusters Score -472240.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -472288.937500 Penalty: 837.721375
	Iteration 24Q: 3 clusters Score -472288.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -472331.625000 Penalty: 837.721375
	Iteration 25Q: 3 clusters Score -472331.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -472363.406250 Penalty: 837.721375
	Iteration 26Q: 3 clusters Score -472363.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -472392.750000 Penalty: 837.721375
	Iteration 27Q: 3 clusters Score -472392.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -472422.625000 Penalty: 837.721375
	Iteration 28Q: 3 clusters Score -472422.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -472448.406250 Penalty: 837.721375
	Iteration 29Q: 3 clusters Score -472448.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -472473.000000 Penalty: 837.721375
	Iteration 30Q: 3 clusters Score -472473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -472500.843750 Penalty: 837.721375
	Iteration 31Q: 3 clusters Score -472500.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -472526.625000 Penalty: 837.721375
	Iteration 32Q: 3 clusters Score -472526.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -472550.406250 Penalty: 837.721375
	Iteration 33Q: 3 clusters Score -472550.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -472569.375000 Penalty: 837.721375
	Iteration 34Q: 3 clusters Score -472569.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -472583.468750 Penalty: 837.721375
	Iteration 35Q: 3 clusters Score -472583.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -472601.781250 Penalty: 837.721375
	Iteration 36Q: 3 clusters Score -472601.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -472618.281250 Penalty: 837.721375
	Iteration 37Q: 3 clusters Score -472618.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -472629.968750 Penalty: 837.721375
	Iteration 38Q: 3 clusters Score -472630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -472641.531250 Penalty: 837.721375
	Iteration 39Q: 3 clusters Score -472641.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -472652.187500 Penalty: 837.721375
	Iteration 40F: 3 clusters Score -472652.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -472662.000000 Penalty: 837.721375
	Iteration 41Q: 3 clusters Score -472662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -472671.312500 Penalty: 837.721375
	Iteration 42Q: 3 clusters Score -472671.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -472688.000000 Penalty: 837.721375
	Iteration 43Q: 3 clusters Score -472688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -472699.500000 Penalty: 837.721375
	Iteration 44Q: 3 clusters Score -472699.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -472712.906250 Penalty: 837.721375
	Iteration 45Q: 3 clusters Score -472712.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -472721.093750 Penalty: 837.721375
	Iteration 46Q: 3 clusters Score -472721.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -472730.031250 Penalty: 837.721375
	Iteration 47Q: 3 clusters Score -472730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -472737.156250 Penalty: 837.721375
	Iteration 48Q: 3 clusters Score -472737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -472745.281250 Penalty: 837.721375
	Iteration 49Q: 3 clusters Score -472745.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -472746.562500 Penalty: 837.721375
	Iteration 50Q: 3 clusters Score -472746.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -472750.468750 Penalty: 837.721375
	Iteration 51Q: 3 clusters Score -472750.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -472753.406250 Penalty: 837.721375
	Iteration 52Q: 3 clusters Score -472753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -472755.968750 Penalty: 837.721375
	Iteration 53Q: 3 clusters Score -472756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -472758.125000 Penalty: 837.721375
	Iteration 54Q: 3 clusters Score -472758.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -472759.937500 Penalty: 837.721375
	Iteration 55Q: 3 clusters Score -472759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -472761.562500 Penalty: 837.721375
	Iteration 56Q: 3 clusters Score -472761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -472761.781250 Penalty: 837.721375
	Iteration 57Q: 3 clusters Score -472761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -472761.875000 Penalty: 837.721375
	Iteration 58Q: 3 clusters Score -472761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -472762.812500 Penalty: 837.721375
	Iteration 59Q: 3 clusters Score -472762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -472766.218750 Penalty: 837.721375
	Iteration 60F: 3 clusters Score -472766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -472766.375000 Penalty: 837.721375
	Iteration 61Q: 3 clusters Score -472766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -472768.156250 Penalty: 837.721375
	Iteration 62Q: 3 clusters Score -472768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -472768.437500 Penalty: 837.721375
	Iteration 63Q: 3 clusters Score -472768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -472768.187500 Penalty: 837.721375
	Iteration 64Q: 3 clusters Score -472768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -472769.437500 Penalty: 837.721375
	Iteration 65Q: 3 clusters Score -472769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -472770.125000 Penalty: 837.721375
	Iteration 66Q: 3 clusters Score -472770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -472770.343750 Penalty: 837.721375
	Iteration 67Q: 3 clusters Score -472770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -472770.062500 Penalty: 837.721375
	Iteration 68Q: 3 clusters Score -472770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -472771.531250 Penalty: 837.721375
	Iteration 69Q: 3 clusters Score -472771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -472771.250000 Penalty: 837.721375
	Iteration 70Q: 3 clusters Score -472771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -472771.593750 Penalty: 837.721375
	Iteration 71Q: 3 clusters Score -472771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -472772.250000 Penalty: 837.721375
	Iteration 72Q: 3 clusters Score -472772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -472772.875000 Penalty: 837.721375
	Iteration 73Q: 3 clusters Score -472772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -472771.906250 Penalty: 837.721375
	Iteration 74Q: 3 clusters Score -472771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -472772.750000 Penalty: 837.721375
	Iteration 75Q: 3 clusters Score -472772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -472774.156250 Penalty: 837.721375
	Iteration 76Q: 3 clusters Score -472774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -472775.218750 Penalty: 837.721375
	Iteration 77Q: 3 clusters Score -472775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -472775.250000 Penalty: 837.721375
	Iteration 78Q: 3 clusters Score -472775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -472775.250000 Penalty: 837.721375
	Iteration 79F: 3 clusters Score -472775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17696.072266 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17696.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17276.988281 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17276.99 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17366.548828 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17366.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17386.679688 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17386.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17402.798828 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -17402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17415.949219 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17415.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17421.994141 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17421.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17426.640625 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17426.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17428.511719 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17428.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17431.373047 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17431.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17434.091797 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17434.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17435.062500 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17435.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17436.650391 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17436.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17437.158203 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17437.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17439.710938 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -17439.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17441.917969 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -17441.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17441.917969 Penalty: 540.555603
	Iteration 15F: 3 clusters Score -17441.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Entering Unmasked Estep 
Score: -4072038.250000 Penalty: 513.841248
	Iteration 0F: 2 clusters Score -4072038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4017831.500000 Penalty: 1027.682495
	Iteration 0F: 3 clusters Score -4017832 nChanged 39181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -4041880.750000 Penalty: 1027.682495
	Iteration 1F: 3 clusters Score -4041881 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -4043408.750000 Penalty: 1027.682495
	Iteration 2Q: 3 clusters Score -4043409 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -4046139.250000 Penalty: 1027.682495
	Iteration 3F: 3 clusters Score -4046139 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -4050633.000000 Penalty: 1027.682495
	Iteration 4F: 3 clusters Score -4050633 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -4056378.000000 Penalty: 1027.682495
	Iteration 5F: 3 clusters Score -4056378 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -4060568.000000 Penalty: 1027.682495
	Iteration 6F: 3 clusters Score -4060568 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -4062295.500000 Penalty: 1027.682495
	Iteration 7Q: 3 clusters Score -4062296 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -4063162.000000 Penalty: 1027.682495
	Iteration 8Q: 3 clusters Score -4063162 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -4063952.500000 Penalty: 1027.682495
	Iteration 9Q: 3 clusters Score -4063952 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -4064757.000000 Penalty: 1027.682495
	Iteration 10Q: 3 clusters Score -4064757 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -4065592.250000 Penalty: 1027.682495
	Iteration 11Q: 3 clusters Score -4065592 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -4066390.000000 Penalty: 1027.682495
	Iteration 12Q: 3 clusters Score -4066390 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -4067091.750000 Penalty: 1027.682495
	Iteration 13Q: 3 clusters Score -4067092 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -4067628.250000 Penalty: 1027.682495
	Iteration 14Q: 3 clusters Score -4067628 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -4068069.500000 Penalty: 1027.682495
	Iteration 15Q: 3 clusters Score -4068070 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -4068376.750000 Penalty: 1027.682495
	Iteration 16Q: 3 clusters Score -4068377 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -4068645.250000 Penalty: 1027.682495
	Iteration 17Q: 3 clusters Score -4068645 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -4068855.750000 Penalty: 1027.682495
	Iteration 18Q: 3 clusters Score -4068856 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -4069053.000000 Penalty: 1027.682495
	Iteration 19Q: 3 clusters Score -4069053 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -4069270.000000 Penalty: 1027.682495
	Iteration 20F: 3 clusters Score -4069270 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -4069452.750000 Penalty: 1027.682495
	Iteration 21Q: 3 clusters Score -4069453 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -4069622.750000 Penalty: 1027.682495
	Iteration 22Q: 3 clusters Score -4069623 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -4069784.000000 Penalty: 1027.682495
	Iteration 23Q: 3 clusters Score -4069784 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -4069956.750000 Penalty: 1027.682495
	Iteration 24Q: 3 clusters Score -4069957 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -4070069.750000 Penalty: 1027.682495
	Iteration 25Q: 3 clusters Score -4070070 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -4070177.000000 Penalty: 1027.682495
	Iteration 26Q: 3 clusters Score -4070177 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -4070316.500000 Penalty: 1027.682495
	Iteration 27Q: 3 clusters Score -4070316 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -4070422.250000 Penalty: 1027.682495
	Iteration 28Q: 3 clusters Score -4070422 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -4070530.500000 Penalty: 1027.682495
	Iteration 29Q: 3 clusters Score -4070530 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -4070607.000000 Penalty: 1027.682495
	Iteration 30Q: 3 clusters Score -4070607 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -4070690.000000 Penalty: 1027.682495
	Iteration 31Q: 3 clusters Score -4070690 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -4070779.500000 Penalty: 1027.682495
	Iteration 32Q: 3 clusters Score -4070780 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -4070827.500000 Penalty: 1027.682495
	Iteration 33Q: 3 clusters Score -4070828 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -4070902.500000 Penalty: 1027.682495
	Iteration 34Q: 3 clusters Score -4070902 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -4070981.500000 Penalty: 1027.682495
	Iteration 35Q: 3 clusters Score -4070982 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -4071031.750000 Penalty: 1027.682495
	Iteration 36Q: 3 clusters Score -4071032 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -4071083.250000 Penalty: 1027.682495
	Iteration 37Q: 3 clusters Score -4071083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -4071114.500000 Penalty: 1027.682495
	Iteration 38Q: 3 clusters Score -4071114 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -4071155.000000 Penalty: 1027.682495
	Iteration 39Q: 3 clusters Score -4071155 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -4071185.500000 Penalty: 1027.682495
	Iteration 40F: 3 clusters Score -4071186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -4071199.250000 Penalty: 1027.682495
	Iteration 41Q: 3 clusters Score -4071199 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -4071232.250000 Penalty: 1027.682495
	Iteration 42Q: 3 clusters Score -4071232 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -4071265.500000 Penalty: 1027.682495
	Iteration 43Q: 3 clusters Score -4071266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -4071278.250000 Penalty: 1027.682495
	Iteration 44Q: 3 clusters Score -4071278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -4071313.000000 Penalty: 1027.682495
	Iteration 45Q: 3 clusters Score -4071313 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -4071328.750000 Penalty: 1027.682495
	Iteration 46Q: 3 clusters Score -4071329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -4071360.500000 Penalty: 1027.682495
	Iteration 47Q: 3 clusters Score -4071360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -4071362.750000 Penalty: 1027.682495
	Iteration 48Q: 3 clusters Score -4071363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -4071391.750000 Penalty: 1027.682495
	Iteration 49Q: 3 clusters Score -4071392 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -4071420.250000 Penalty: 1027.682495
	Iteration 50Q: 3 clusters Score -4071420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -4071440.500000 Penalty: 1027.682495
	Iteration 51Q: 3 clusters Score -4071440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -4071444.750000 Penalty: 1027.682495
	Iteration 52Q: 3 clusters Score -4071445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -4071457.750000 Penalty: 1027.682495
	Iteration 53Q: 3 clusters Score -4071458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -4071476.000000 Penalty: 1027.682495
	Iteration 54Q: 3 clusters Score -4071476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -4071498.000000 Penalty: 1027.682495
	Iteration 55Q: 3 clusters Score -4071498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -4071516.000000 Penalty: 1027.682495
	Iteration 56Q: 3 clusters Score -4071516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -4071541.500000 Penalty: 1027.682495
	Iteration 57Q: 3 clusters Score -4071542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -4071543.000000 Penalty: 1027.682495
	Iteration 58Q: 3 clusters Score -4071543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -4071554.250000 Penalty: 1027.682495
	Iteration 59Q: 3 clusters Score -4071554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -4071553.500000 Penalty: 1027.682495
	Iteration 60F: 3 clusters Score -4071554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -4071556.000000 Penalty: 1027.682495
	Iteration 61Q: 3 clusters Score -4071556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -4071562.250000 Penalty: 1027.682495
	Iteration 62Q: 3 clusters Score -4071562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -4071556.000000 Penalty: 1027.682495
	Iteration 63Q: 3 clusters Score -4071556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -4071567.500000 Penalty: 1027.682495
	Iteration 64Q: 3 clusters Score -4071568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -4071576.250000 Penalty: 1027.682495
	Iteration 65Q: 3 clusters Score -4071576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -4071578.250000 Penalty: 1027.682495
	Iteration 66Q: 3 clusters Score -4071578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -4071581.750000 Penalty: 1027.682495
	Iteration 67Q: 3 clusters Score -4071582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -4071584.000000 Penalty: 1027.682495
	Iteration 68Q: 3 clusters Score -4071584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -4071587.250000 Penalty: 1027.682495
	Iteration 69Q: 3 clusters Score -4071587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -4071585.500000 Penalty: 1027.682495
	Iteration 70Q: 3 clusters Score -4071586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -4071589.500000 Penalty: 1027.682495
	Iteration 71Q: 3 clusters Score -4071590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -4071595.000000 Penalty: 1027.682495
	Iteration 72Q: 3 clusters Score -4071595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -4071595.750000 Penalty: 1027.682495
	Iteration 73Q: 3 clusters Score -4071596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -4071598.000000 Penalty: 1027.682495
	Iteration 74Q: 3 clusters Score -4071598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -4071592.750000 Penalty: 1027.682495
	Iteration 75Q: 3 clusters Score -4071593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -4071600.250000 Penalty: 1027.682495
	Iteration 76Q: 3 clusters Score -4071600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -4071597.750000 Penalty: 1027.682495
	Iteration 77Q: 3 clusters Score -4071598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -4071595.500000 Penalty: 1027.682495
	Iteration 78Q: 3 clusters Score -4071596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -4071602.250000 Penalty: 1027.682495
	Iteration 79Q: 3 clusters Score -4071602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -4071602.000000 Penalty: 1027.682495
	Iteration 80F: 3 clusters Score -4071602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -4071597.750000 Penalty: 1027.682495
	Iteration 81Q: 3 clusters Score -4071598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -4071600.750000 Penalty: 1027.682495
	Iteration 82Q: 3 clusters Score -4071601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -4071600.250000 Penalty: 1027.682495
	Iteration 83Q: 3 clusters Score -4071600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -4071608.000000 Penalty: 1027.682495
	Iteration 84Q: 3 clusters Score -4071608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -4071614.250000 Penalty: 1027.682495
	Iteration 85Q: 3 clusters Score -4071614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -4071611.500000 Penalty: 1027.682495
	Iteration 86Q: 3 clusters Score -4071612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -4071610.750000 Penalty: 1027.682495
	Iteration 87Q: 3 clusters Score -4071611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -4071610.750000 Penalty: 1027.682495
	Iteration 88F: 3 clusters Score -4071611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -188056.250000 Penalty: 371.910522
	Iteration 0F: 2 clusters Score -188056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -185635.609375 Penalty: 743.821045
	Iteration 0F: 3 clusters Score -185635.6 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -186399.906250 Penalty: 743.821045
	Iteration 1F: 3 clusters Score -186399.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -186501.031250 Penalty: 743.821045
	Iteration 2F: 3 clusters Score -186501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -186646.984375 Penalty: 743.821045
	Iteration 3F: 3 clusters Score -186647 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -186820.781250 Penalty: 743.821045
	Iteration 4F: 3 clusters Score -186820.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -187023.671875 Penalty: 743.821045
	Iteration 5F: 3 clusters Score -187023.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -187243.953125 Penalty: 743.821045
	Iteration 6F: 3 clusters Score -187244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -187364.046875 Penalty: 743.821045
	Iteration 7F: 3 clusters Score -187364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -187422.765625 Penalty: 743.821045
	Iteration 8Q: 3 clusters Score -187422.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -187466.109375 Penalty: 743.821045
	Iteration 9Q: 3 clusters Score -187466.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -187504.140625 Penalty: 743.821045
	Iteration 10Q: 3 clusters Score -187504.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -187530.796875 Penalty: 743.821045
	Iteration 11Q: 3 clusters Score -187530.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -187547.375000 Penalty: 743.821045
	Iteration 12Q: 3 clusters Score -187547.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -187560.875000 Penalty: 743.821045
	Iteration 13Q: 3 clusters Score -187560.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -187574.656250 Penalty: 743.821045
	Iteration 14Q: 3 clusters Score -187574.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -187582.546875 Penalty: 743.821045
	Iteration 15Q: 3 clusters Score -187582.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -187589.328125 Penalty: 743.821045
	Iteration 16Q: 3 clusters Score -187589.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -187597.968750 Penalty: 743.821045
	Iteration 17Q: 3 clusters Score -187598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -187603.125000 Penalty: 743.821045
	Iteration 18Q: 3 clusters Score -187603.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -187606.531250 Penalty: 743.821045
	Iteration 19Q: 3 clusters Score -187606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -187608.546875 Penalty: 743.821045
	Iteration 20F: 3 clusters Score -187608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -187609.484375 Penalty: 743.821045
	Iteration 21Q: 3 clusters Score -187609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -187610.281250 Penalty: 743.821045
	Iteration 22Q: 3 clusters Score -187610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -187611.578125 Penalty: 743.821045
	Iteration 23Q: 3 clusters Score -187611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -187612.015625 Penalty: 743.821045
	Iteration 24Q: 3 clusters Score -187612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -187612.062500 Penalty: 743.821045
	Iteration 25Q: 3 clusters Score -187612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -187612.781250 Penalty: 743.821045
	Iteration 26Q: 3 clusters Score -187612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -187613.609375 Penalty: 743.821045
	Iteration 27Q: 3 clusters Score -187613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -187613.390625 Penalty: 743.821045
	Iteration 28Q: 3 clusters Score -187613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -187613.609375 Penalty: 743.821045
	Iteration 29Q: 3 clusters Score -187613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -187613.937500 Penalty: 743.821045
	Iteration 30Q: 3 clusters Score -187613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -187614.015625 Penalty: 743.821045
	Iteration 31Q: 3 clusters Score -187614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -187614.281250 Penalty: 743.821045
	Iteration 32Q: 3 clusters Score -187614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -187615.343750 Penalty: 743.821045
	Iteration 33Q: 3 clusters Score -187615.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -187616.390625 Penalty: 743.821045
	Iteration 34Q: 3 clusters Score -187616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -187616.781250 Penalty: 743.821045
	Iteration 35Q: 3 clusters Score -187616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -187616.796875 Penalty: 743.821045
	Iteration 36Q: 3 clusters Score -187616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -187616.796875 Penalty: 743.821045
	Iteration 37F: 3 clusters Score -187616.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -25801.382812 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -25801.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25265.458984 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -25265.46 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25399.523438 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -25399.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25452.605469 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -25452.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25480.519531 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -25480.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25502.382812 Penalty: 574.367859
	Iteration 4Q: 3 clusters Score -25502.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25516.082031 Penalty: 574.367859
	Iteration 5Q: 3 clusters Score -25516.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25523.640625 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -25523.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25533.472656 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -25533.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25535.767578 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -25535.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25537.419922 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -25537.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25537.419922 Penalty: 574.367859
	Iteration 10F: 3 clusters Score -25537.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10159.478516 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10159.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10242.916992 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10242.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10268.882812 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10268.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10284.864258 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10284.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10300.998047 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10307.447266 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10307.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10328.159180 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10328.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10330.057617 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10330.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10331.174805 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10331.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10331.793945 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -10331.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10331.982422 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -10331.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10332.085938 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -10332.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10332.085938 Penalty: 497.208710
	Iteration 12F: 3 clusters Score -10332.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Entering Unmasked Estep 
Score: -1185364.125000 Penalty: 460.040771
	Iteration 0F: 2 clusters Score -1185364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1168895.250000 Penalty: 920.081543
	Iteration 0F: 3 clusters Score -1168895 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1175805.000000 Penalty: 920.081543
	Iteration 1F: 3 clusters Score -1175805 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1176043.125000 Penalty: 920.081543
	Iteration 2Q: 3 clusters Score -1176043 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1176294.000000 Penalty: 920.081543
	Iteration 3Q: 3 clusters Score -1176294 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1176621.375000 Penalty: 920.081543
	Iteration 4Q: 3 clusters Score -1176621 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1177083.000000 Penalty: 920.081543
	Iteration 5Q: 3 clusters Score -1177083 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1177761.875000 Penalty: 920.081543
	Iteration 6Q: 3 clusters Score -1177762 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1178762.625000 Penalty: 920.081543
	Iteration 7F: 3 clusters Score -1178763 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1180081.625000 Penalty: 920.081543
	Iteration 8F: 3 clusters Score -1180082 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1181070.375000 Penalty: 920.081543
	Iteration 9F: 3 clusters Score -1181070 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1181624.875000 Penalty: 920.081543
	Iteration 10Q: 3 clusters Score -1181625 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1181968.250000 Penalty: 920.081543
	Iteration 11Q: 3 clusters Score -1181968 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1182211.250000 Penalty: 920.081543
	Iteration 12Q: 3 clusters Score -1182211 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1182419.125000 Penalty: 920.081543
	Iteration 13Q: 3 clusters Score -1182419 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1182609.000000 Penalty: 920.081543
	Iteration 14Q: 3 clusters Score -1182609 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1182791.250000 Penalty: 920.081543
	Iteration 15Q: 3 clusters Score -1182791 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1182973.125000 Penalty: 920.081543
	Iteration 16Q: 3 clusters Score -1182973 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1183143.750000 Penalty: 920.081543
	Iteration 17Q: 3 clusters Score -1183144 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1183341.875000 Penalty: 920.081543
	Iteration 18Q: 3 clusters Score -1183342 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1183544.000000 Penalty: 920.081543
	Iteration 19Q: 3 clusters Score -1183544 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1183717.000000 Penalty: 920.081543
	Iteration 20F: 3 clusters Score -1183717 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1183866.750000 Penalty: 920.081543
	Iteration 21Q: 3 clusters Score -1183867 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1183974.500000 Penalty: 920.081543
	Iteration 22Q: 3 clusters Score -1183974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1184063.250000 Penalty: 920.081543
	Iteration 23Q: 3 clusters Score -1184063 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1184119.000000 Penalty: 920.081543
	Iteration 24Q: 3 clusters Score -1184119 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1184169.375000 Penalty: 920.081543
	Iteration 25Q: 3 clusters Score -1184169 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1184205.875000 Penalty: 920.081543
	Iteration 26Q: 3 clusters Score -1184206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1184235.125000 Penalty: 920.081543
	Iteration 27Q: 3 clusters Score -1184235 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1184267.750000 Penalty: 920.081543
	Iteration 28Q: 3 clusters Score -1184268 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1184304.000000 Penalty: 920.081543
	Iteration 29Q: 3 clusters Score -1184304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1184338.500000 Penalty: 920.081543
	Iteration 30Q: 3 clusters Score -1184338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1184366.750000 Penalty: 920.081543
	Iteration 31Q: 3 clusters Score -1184367 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1184401.000000 Penalty: 920.081543
	Iteration 32Q: 3 clusters Score -1184401 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1184432.000000 Penalty: 920.081543
	Iteration 33Q: 3 clusters Score -1184432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1184463.125000 Penalty: 920.081543
	Iteration 34Q: 3 clusters Score -1184463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1184487.250000 Penalty: 920.081543
	Iteration 35Q: 3 clusters Score -1184487 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1184510.375000 Penalty: 920.081543
	Iteration 36Q: 3 clusters Score -1184510 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1184528.250000 Penalty: 920.081543
	Iteration 37Q: 3 clusters Score -1184528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1184551.250000 Penalty: 920.081543
	Iteration 38Q: 3 clusters Score -1184551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1184576.875000 Penalty: 920.081543
	Iteration 39Q: 3 clusters Score -1184577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1184593.625000 Penalty: 920.081543
	Iteration 40F: 3 clusters Score -1184594 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1184610.625000 Penalty: 920.081543
	Iteration 41Q: 3 clusters Score -1184611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1184628.250000 Penalty: 920.081543
	Iteration 42Q: 3 clusters Score -1184628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1184649.000000 Penalty: 920.081543
	Iteration 43Q: 3 clusters Score -1184649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1184665.125000 Penalty: 920.081543
	Iteration 44Q: 3 clusters Score -1184665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1184681.625000 Penalty: 920.081543
	Iteration 45Q: 3 clusters Score -1184682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1184690.625000 Penalty: 920.081543
	Iteration 46Q: 3 clusters Score -1184691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1184706.625000 Penalty: 920.081543
	Iteration 47Q: 3 clusters Score -1184707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1184713.000000 Penalty: 920.081543
	Iteration 48Q: 3 clusters Score -1184713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1184727.125000 Penalty: 920.081543
	Iteration 49Q: 3 clusters Score -1184727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1184736.500000 Penalty: 920.081543
	Iteration 50Q: 3 clusters Score -1184736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1184744.750000 Penalty: 920.081543
	Iteration 51Q: 3 clusters Score -1184745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1184759.750000 Penalty: 920.081543
	Iteration 52Q: 3 clusters Score -1184760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1184778.625000 Penalty: 920.081543
	Iteration 53Q: 3 clusters Score -1184779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1184789.000000 Penalty: 920.081543
	Iteration 54Q: 3 clusters Score -1184789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1184794.250000 Penalty: 920.081543
	Iteration 55Q: 3 clusters Score -1184794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1184806.500000 Penalty: 920.081543
	Iteration 56Q: 3 clusters Score -1184806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1184817.250000 Penalty: 920.081543
	Iteration 57Q: 3 clusters Score -1184817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1184819.375000 Penalty: 920.081543
	Iteration 58Q: 3 clusters Score -1184819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1184823.375000 Penalty: 920.081543
	Iteration 59Q: 3 clusters Score -1184823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1184825.750000 Penalty: 920.081543
	Iteration 60F: 3 clusters Score -1184826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1184827.250000 Penalty: 920.081543
	Iteration 61Q: 3 clusters Score -1184827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1184833.250000 Penalty: 920.081543
	Iteration 62Q: 3 clusters Score -1184833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1184838.500000 Penalty: 920.081543
	Iteration 63Q: 3 clusters Score -1184838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1184841.375000 Penalty: 920.081543
	Iteration 64Q: 3 clusters Score -1184841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1184842.000000 Penalty: 920.081543
	Iteration 65Q: 3 clusters Score -1184842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1184845.625000 Penalty: 920.081543
	Iteration 66Q: 3 clusters Score -1184846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1184850.500000 Penalty: 920.081543
	Iteration 67Q: 3 clusters Score -1184850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1184847.000000 Penalty: 920.081543
	Iteration 68Q: 3 clusters Score -1184847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1184851.625000 Penalty: 920.081543
	Iteration 69Q: 3 clusters Score -1184852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1184854.250000 Penalty: 920.081543
	Iteration 70Q: 3 clusters Score -1184854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1184855.125000 Penalty: 920.081543
	Iteration 71Q: 3 clusters Score -1184855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1184857.250000 Penalty: 920.081543
	Iteration 72Q: 3 clusters Score -1184857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1184859.250000 Penalty: 920.081543
	Iteration 73Q: 3 clusters Score -1184859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1184858.125000 Penalty: 920.081543
	Iteration 74Q: 3 clusters Score -1184858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1184861.875000 Penalty: 920.081543
	Iteration 75Q: 3 clusters Score -1184862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1184863.875000 Penalty: 920.081543
	Iteration 76Q: 3 clusters Score -1184864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1184866.500000 Penalty: 920.081543
	Iteration 77Q: 3 clusters Score -1184866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1184865.125000 Penalty: 920.081543
	Iteration 78Q: 3 clusters Score -1184865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1184868.125000 Penalty: 920.081543
	Iteration 79Q: 3 clusters Score -1184868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1184868.750000 Penalty: 920.081543
	Iteration 80F: 3 clusters Score -1184869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1184868.625000 Penalty: 920.081543
	Iteration 81Q: 3 clusters Score -1184869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1184866.625000 Penalty: 920.081543
	Iteration 82Q: 3 clusters Score -1184867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1184871.250000 Penalty: 920.081543
	Iteration 83Q: 3 clusters Score -1184871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1184871.875000 Penalty: 920.081543
	Iteration 84Q: 3 clusters Score -1184872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1184869.625000 Penalty: 920.081543
	Iteration 85Q: 3 clusters Score -1184870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1184870.375000 Penalty: 920.081543
	Iteration 86Q: 3 clusters Score -1184870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1184869.625000 Penalty: 920.081543
	Iteration 87Q: 3 clusters Score -1184870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1184871.875000 Penalty: 920.081543
	Iteration 88Q: 3 clusters Score -1184872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1184872.625000 Penalty: 920.081543
	Iteration 89Q: 3 clusters Score -1184873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1184872.000000 Penalty: 920.081543
	Iteration 90Q: 3 clusters Score -1184872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1184875.625000 Penalty: 920.081543
	Iteration 91Q: 3 clusters Score -1184876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1184873.875000 Penalty: 920.081543
	Iteration 92Q: 3 clusters Score -1184874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1184875.125000 Penalty: 920.081543
	Iteration 93Q: 3 clusters Score -1184875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1184877.250000 Penalty: 920.081543
	Iteration 94Q: 3 clusters Score -1184877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1184875.250000 Penalty: 920.081543
	Iteration 95Q: 3 clusters Score -1184875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1184880.625000 Penalty: 920.081543
	Iteration 96Q: 3 clusters Score -1184881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1184879.875000 Penalty: 920.081543
	Iteration 97Q: 3 clusters Score -1184880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1184878.875000 Penalty: 920.081543
	Iteration 98Q: 3 clusters Score -1184879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1184875.375000 Penalty: 920.081543
	Iteration 99Q: 3 clusters Score -1184875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1184877.125000 Penalty: 920.081543
	Iteration 100F: 3 clusters Score -1184877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1184878.750000 Penalty: 920.081543
	Iteration 101Q: 3 clusters Score -1184879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1184880.250000 Penalty: 920.081543
	Iteration 102Q: 3 clusters Score -1184880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1184879.000000 Penalty: 920.081543
	Iteration 103Q: 3 clusters Score -1184879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1184879.500000 Penalty: 920.081543
	Iteration 104Q: 3 clusters Score -1184880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1184880.250000 Penalty: 920.081543
	Iteration 105Q: 3 clusters Score -1184880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1184879.750000 Penalty: 920.081543
	Iteration 106Q: 3 clusters Score -1184880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1184879.625000 Penalty: 920.081543
	Iteration 107Q: 3 clusters Score -1184880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1184880.875000 Penalty: 920.081543
	Iteration 108Q: 3 clusters Score -1184881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1184879.750000 Penalty: 920.081543
	Iteration 109Q: 3 clusters Score -1184880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1184880.125000 Penalty: 920.081543
	Iteration 110Q: 3 clusters Score -1184880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1184881.750000 Penalty: 920.081543
	Iteration 111Q: 3 clusters Score -1184882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1184881.000000 Penalty: 920.081543
	Iteration 112Q: 3 clusters Score -1184881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1184879.875000 Penalty: 920.081543
	Iteration 113Q: 3 clusters Score -1184880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1184881.375000 Penalty: 920.081543
	Iteration 114Q: 3 clusters Score -1184881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1184881.125000 Penalty: 920.081543
	Iteration 115Q: 3 clusters Score -1184881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1184879.000000 Penalty: 920.081543
	Iteration 116Q: 3 clusters Score -1184879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1184880.375000 Penalty: 920.081543
	Iteration 117Q: 3 clusters Score -1184880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1184877.750000 Penalty: 920.081543
	Iteration 118Q: 3 clusters Score -1184878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1184877.750000 Penalty: 920.081543
	Iteration 119Q: 3 clusters Score -1184878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1184878.750000 Penalty: 920.081543
	Iteration 120F: 3 clusters Score -1184879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1184880.625000 Penalty: 920.081543
	Iteration 121Q: 3 clusters Score -1184881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1184880.125000 Penalty: 920.081543
	Iteration 122Q: 3 clusters Score -1184880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1184880.125000 Penalty: 920.081543
	Iteration 123F: 3 clusters Score -1184880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -135908.562500 Penalty: 355.371063
	Iteration 0F: 2 clusters Score -135908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -134162.546875 Penalty: 710.742126
	Iteration 0F: 3 clusters Score -134162.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -134746.156250 Penalty: 710.742126
	Iteration 1F: 3 clusters Score -134746.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -134796.015625 Penalty: 710.742126
	Iteration 2F: 3 clusters Score -134796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -134835.921875 Penalty: 710.742126
	Iteration 3Q: 3 clusters Score -134835.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -134866.125000 Penalty: 710.742126
	Iteration 4Q: 3 clusters Score -134866.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -134895.203125 Penalty: 710.742126
	Iteration 5Q: 3 clusters Score -134895.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -134918.609375 Penalty: 710.742126
	Iteration 6Q: 3 clusters Score -134918.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134949.031250 Penalty: 710.742126
	Iteration 7Q: 3 clusters Score -134949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134989.156250 Penalty: 710.742126
	Iteration 8Q: 3 clusters Score -134989.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -135050.187500 Penalty: 710.742126
	Iteration 9Q: 3 clusters Score -135050.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135115.500000 Penalty: 710.742126
	Iteration 10Q: 3 clusters Score -135115.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135200.859375 Penalty: 710.742126
	Iteration 11Q: 3 clusters Score -135200.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135298.281250 Penalty: 710.742126
	Iteration 12Q: 3 clusters Score -135298.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -135381.484375 Penalty: 710.742126
	Iteration 13Q: 3 clusters Score -135381.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -135447.031250 Penalty: 710.742126
	Iteration 14Q: 3 clusters Score -135447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -135487.171875 Penalty: 710.742126
	Iteration 15Q: 3 clusters Score -135487.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -135515.250000 Penalty: 710.742126
	Iteration 16Q: 3 clusters Score -135515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -135533.281250 Penalty: 710.742126
	Iteration 17Q: 3 clusters Score -135533.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -135545.468750 Penalty: 710.742126
	Iteration 18Q: 3 clusters Score -135545.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -135555.812500 Penalty: 710.742126
	Iteration 19Q: 3 clusters Score -135555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -135564.531250 Penalty: 710.742126
	Iteration 20F: 3 clusters Score -135564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -135568.750000 Penalty: 710.742126
	Iteration 21Q: 3 clusters Score -135568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -135570.828125 Penalty: 710.742126
	Iteration 22Q: 3 clusters Score -135570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -135573.500000 Penalty: 710.742126
	Iteration 23Q: 3 clusters Score -135573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -135578.343750 Penalty: 710.742126
	Iteration 24Q: 3 clusters Score -135578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -135580.484375 Penalty: 710.742126
	Iteration 25Q: 3 clusters Score -135580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -135584.640625 Penalty: 710.742126
	Iteration 26Q: 3 clusters Score -135584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -135587.734375 Penalty: 710.742126
	Iteration 27Q: 3 clusters Score -135587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -135590.390625 Penalty: 710.742126
	Iteration 28Q: 3 clusters Score -135590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -135590.390625 Penalty: 710.742126
	Iteration 29F: 3 clusters Score -135590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18906.523438 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18906.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19028.458984 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -19028.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19067.119141 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19067.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19083.169922 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -19083.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19096.371094 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19096.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19107.277344 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19107.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19116.755859 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19116.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19119.626953 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19119.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19122.222656 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19122.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19123.333984 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19123.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19123.333984 Penalty: 548.792358
	Iteration 10F: 3 clusters Score -19123.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6074.785645 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6074.786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6111.639648 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6111.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6132.659668 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6132.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6136.378906 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6136.379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6136.378906 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6136.379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 404 members 
Entering Unmasked Estep 
Score: -34782.773438 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34782.77 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34981.566406 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34981.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35027.152344 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -35027.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -35053.546875 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -35053.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -35068.593750 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35068.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -35073.972656 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35073.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35076.023438 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35076.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -35077.269531 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35077.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -35080.082031 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35080.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -35082.667969 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35082.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35084.042969 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35084.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35084.667969 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35084.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35085.105469 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35085.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35085.105469 Penalty: 602.910706
	Iteration 13F: 3 clusters Score -35085.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -7610.409668 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -7610.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7333.960449 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -7333.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7401.770996 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -7401.771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7424.625488 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -7424.625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7432.162598 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -7432.163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7434.933105 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -7434.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7437.529785 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -7437.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7437.529785 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -7437.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -164437.156250 Penalty: 365.398438
	Iteration 0F: 2 clusters Score -164437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -162254.328125 Penalty: 730.796875
	Iteration 0F: 3 clusters Score -162254.3 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -162978.546875 Penalty: 730.796875
	Iteration 1F: 3 clusters Score -162978.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -163037.968750 Penalty: 730.796875
	Iteration 2F: 3 clusters Score -163038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -163090.359375 Penalty: 730.796875
	Iteration 3Q: 3 clusters Score -163090.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -163142.437500 Penalty: 730.796875
	Iteration 4Q: 3 clusters Score -163142.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -163195.609375 Penalty: 730.796875
	Iteration 5Q: 3 clusters Score -163195.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -163244.359375 Penalty: 730.796875
	Iteration 6Q: 3 clusters Score -163244.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -163292.406250 Penalty: 730.796875
	Iteration 7Q: 3 clusters Score -163292.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -163366.250000 Penalty: 730.796875
	Iteration 8Q: 3 clusters Score -163366.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163486.640625 Penalty: 730.796875
	Iteration 9F: 3 clusters Score -163486.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163608.421875 Penalty: 730.796875
	Iteration 10Q: 3 clusters Score -163608.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -163741.984375 Penalty: 730.796875
	Iteration 11F: 3 clusters Score -163742 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -163843.453125 Penalty: 730.796875
	Iteration 12Q: 3 clusters Score -163843.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -163922.468750 Penalty: 730.796875
	Iteration 13Q: 3 clusters Score -163922.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -163978.468750 Penalty: 730.796875
	Iteration 14Q: 3 clusters Score -163978.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -164017.265625 Penalty: 730.796875
	Iteration 15Q: 3 clusters Score -164017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -164048.921875 Penalty: 730.796875
	Iteration 16Q: 3 clusters Score -164048.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -164074.312500 Penalty: 730.796875
	Iteration 17Q: 3 clusters Score -164074.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -164094.812500 Penalty: 730.796875
	Iteration 18Q: 3 clusters Score -164094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -164108.359375 Penalty: 730.796875
	Iteration 19Q: 3 clusters Score -164108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -164128.281250 Penalty: 730.796875
	Iteration 20F: 3 clusters Score -164128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -164130.109375 Penalty: 730.796875
	Iteration 21Q: 3 clusters Score -164130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -164131.093750 Penalty: 730.796875
	Iteration 22Q: 3 clusters Score -164131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -164134.000000 Penalty: 730.796875
	Iteration 23Q: 3 clusters Score -164134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -164135.781250 Penalty: 730.796875
	Iteration 24Q: 3 clusters Score -164135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -164135.781250 Penalty: 730.796875
	Iteration 25F: 3 clusters Score -164135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Entering Unmasked Estep 
Score: -599867.812500 Penalty: 429.942200
	Iteration 0F: 2 clusters Score -599867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -591471.500000 Penalty: 859.884399
	Iteration 0F: 3 clusters Score -591471.5 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -594730.500000 Penalty: 859.884399
	Iteration 1F: 3 clusters Score -594730.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -594985.562500 Penalty: 859.884399
	Iteration 2Q: 3 clusters Score -594985.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -595344.875000 Penalty: 859.884399
	Iteration 3F: 3 clusters Score -595344.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -595949.000000 Penalty: 859.884399
	Iteration 4F: 3 clusters Score -595949 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -596807.500000 Penalty: 859.884399
	Iteration 5F: 3 clusters Score -596807.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -597833.875000 Penalty: 859.884399
	Iteration 6F: 3 clusters Score -597833.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -598526.625000 Penalty: 859.884399
	Iteration 7F: 3 clusters Score -598526.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -598873.687500 Penalty: 859.884399
	Iteration 8Q: 3 clusters Score -598873.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -599095.562500 Penalty: 859.884399
	Iteration 9Q: 3 clusters Score -599095.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -599251.125000 Penalty: 859.884399
	Iteration 10Q: 3 clusters Score -599251.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -599343.562500 Penalty: 859.884399
	Iteration 11Q: 3 clusters Score -599343.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -599389.562500 Penalty: 859.884399
	Iteration 12Q: 3 clusters Score -599389.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -599409.312500 Penalty: 859.884399
	Iteration 13Q: 3 clusters Score -599409.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -599418.437500 Penalty: 859.884399
	Iteration 14Q: 3 clusters Score -599418.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -599423.750000 Penalty: 859.884399
	Iteration 15Q: 3 clusters Score -599423.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -599427.437500 Penalty: 859.884399
	Iteration 16Q: 3 clusters Score -599427.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -599436.125000 Penalty: 859.884399
	Iteration 17Q: 3 clusters Score -599436.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -599441.625000 Penalty: 859.884399
	Iteration 18Q: 3 clusters Score -599441.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -599445.250000 Penalty: 859.884399
	Iteration 19Q: 3 clusters Score -599445.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -599446.125000 Penalty: 859.884399
	Iteration 20F: 3 clusters Score -599446.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -599448.937500 Penalty: 859.884399
	Iteration 21Q: 3 clusters Score -599448.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -599450.250000 Penalty: 859.884399
	Iteration 22Q: 3 clusters Score -599450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -599449.812500 Penalty: 859.884399
	Iteration 23Q: 3 clusters Score -599449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -599449.000000 Penalty: 859.884399
	Iteration 24Q: 3 clusters Score -599449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -599450.125000 Penalty: 859.884399
	Iteration 25Q: 3 clusters Score -599450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -599450.812500 Penalty: 859.884399
	Iteration 26Q: 3 clusters Score -599450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -599453.062500 Penalty: 859.884399
	Iteration 27Q: 3 clusters Score -599453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -599454.375000 Penalty: 859.884399
	Iteration 28Q: 3 clusters Score -599454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -599454.562500 Penalty: 859.884399
	Iteration 29Q: 3 clusters Score -599454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -599453.750000 Penalty: 859.884399
	Iteration 30Q: 3 clusters Score -599453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -599454.687500 Penalty: 859.884399
	Iteration 31Q: 3 clusters Score -599454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -599454.500000 Penalty: 859.884399
	Iteration 32Q: 3 clusters Score -599454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -599454.812500 Penalty: 859.884399
	Iteration 33Q: 3 clusters Score -599454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -599454.812500 Penalty: 859.884399
	Iteration 34F: 3 clusters Score -599454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -19568.087891 Penalty: 273.846008
	Iteration 0F: 2 clusters Score -19568.09 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 202 members 
Entering Unmasked Estep 
Score: -19139.607422 Penalty: 547.692017
	Iteration 0F: 3 clusters Score -19139.61 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19240.847656 Penalty: 547.692017
	Iteration 1F: 3 clusters Score -19240.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19264.878906 Penalty: 547.692017
	Iteration 2F: 3 clusters Score -19264.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19280.830078 Penalty: 547.692017
	Iteration 3Q: 3 clusters Score -19280.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19293.775391 Penalty: 547.692017
	Iteration 4Q: 3 clusters Score -19293.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19305.234375 Penalty: 547.692017
	Iteration 5Q: 3 clusters Score -19305.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19312.373047 Penalty: 547.692017
	Iteration 6Q: 3 clusters Score -19312.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19319.861328 Penalty: 547.692017
	Iteration 7Q: 3 clusters Score -19319.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19325.164062 Penalty: 547.692017
	Iteration 8Q: 3 clusters Score -19325.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19328.650391 Penalty: 547.692017
	Iteration 9Q: 3 clusters Score -19328.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19333.306641 Penalty: 547.692017
	Iteration 10Q: 3 clusters Score -19333.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19336.716797 Penalty: 547.692017
	Iteration 11Q: 3 clusters Score -19336.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19338.529297 Penalty: 547.692017
	Iteration 12Q: 3 clusters Score -19338.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19338.529297 Penalty: 547.692017
	Iteration 13F: 3 clusters Score -19338.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Entering Unmasked Estep 
Score: -4018048.000000 Penalty: 514.597839
	Iteration 0F: 2 clusters Score -4018048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -3963163.250000 Penalty: 1029.195679
	Iteration 0F: 3 clusters Score -3963163 nChanged 39669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -3987432.750000 Penalty: 1029.195679
	Iteration 1F: 3 clusters Score -3987433 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -3988891.750000 Penalty: 1029.195679
	Iteration 2Q: 3 clusters Score -3988892 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -3991148.000000 Penalty: 1029.195679
	Iteration 3F: 3 clusters Score -3991148 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -3994480.750000 Penalty: 1029.195679
	Iteration 4F: 3 clusters Score -3994481 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -3999109.500000 Penalty: 1029.195679
	Iteration 5F: 3 clusters Score -3999110 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -4004418.250000 Penalty: 1029.195679
	Iteration 6F: 3 clusters Score -4004418 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -4009330.000000 Penalty: 1029.195679
	Iteration 7F: 3 clusters Score -4009330 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -4012704.500000 Penalty: 1029.195679
	Iteration 8Q: 3 clusters Score -4012704 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -4014772.250000 Penalty: 1029.195679
	Iteration 9Q: 3 clusters Score -4014772 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -4016071.500000 Penalty: 1029.195679
	Iteration 10Q: 3 clusters Score -4016072 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -4016846.750000 Penalty: 1029.195679
	Iteration 11Q: 3 clusters Score -4016847 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -4017256.750000 Penalty: 1029.195679
	Iteration 12Q: 3 clusters Score -4017257 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -4017425.000000 Penalty: 1029.195679
	Iteration 13Q: 3 clusters Score -4017425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -4017500.750000 Penalty: 1029.195679
	Iteration 14Q: 3 clusters Score -4017501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -4017533.500000 Penalty: 1029.195679
	Iteration 15Q: 3 clusters Score -4017534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -4017553.500000 Penalty: 1029.195679
	Iteration 16Q: 3 clusters Score -4017554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -4017563.000000 Penalty: 1029.195679
	Iteration 17Q: 3 clusters Score -4017563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -4017575.750000 Penalty: 1029.195679
	Iteration 18Q: 3 clusters Score -4017576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -4017578.250000 Penalty: 1029.195679
	Iteration 19Q: 3 clusters Score -4017578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
Score: -4017579.000000 Penalty: 1029.195679
	Iteration 20F: 3 clusters Score -4017579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -4017582.250000 Penalty: 1029.195679
	Iteration 21Q: 3 clusters Score -4017582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -4017582.250000 Penalty: 1029.195679
	Iteration 22Q: 3 clusters Score -4017582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -4017582.000000 Penalty: 1029.195679
	Iteration 23Q: 3 clusters Score -4017582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -4017588.750000 Penalty: 1029.195679
	Iteration 24Q: 3 clusters Score -4017589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -4017593.000000 Penalty: 1029.195679
	Iteration 25Q: 3 clusters Score -4017593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -4017592.750000 Penalty: 1029.195679
	Iteration 26Q: 3 clusters Score -4017593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -4017597.000000 Penalty: 1029.195679
	Iteration 27Q: 3 clusters Score -4017597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -4017595.250000 Penalty: 1029.195679
	Iteration 28Q: 3 clusters Score -4017595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -4017595.250000 Penalty: 1029.195679
	Iteration 29F: 3 clusters Score -4017595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (294916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294916 members 
Entering Unmasked Estep 
Score: -14429990.000000 Penalty: 573.047302
	Iteration 0F: 2 clusters Score -1.442999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147223 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -14242663.000000 Penalty: 1146.094604
	Iteration 0F: 3 clusters Score -1.424266e+07 nChanged 145754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -14337025.000000 Penalty: 1146.094604
	Iteration 1F: 3 clusters Score -1.433702e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -14344432.000000 Penalty: 1146.094604
	Iteration 2F: 3 clusters Score -1.434443e+07 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -14354705.000000 Penalty: 1146.094604
	Iteration 3F: 3 clusters Score -1.43547e+07 nChanged 19329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 182137 members 
Entering Unmasked Estep 
Score: -14367543.000000 Penalty: 1146.094604
	Iteration 4F: 3 clusters Score -1.436754e+07 nChanged 19186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 191821 members 
Entering Unmasked Estep 
Score: -14381622.000000 Penalty: 1146.094604
	Iteration 5F: 3 clusters Score -1.438162e+07 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 200082 members 
Entering Unmasked Estep 
Score: -14393786.000000 Penalty: 1146.094604
	Iteration 6F: 3 clusters Score -1.439379e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 206639 members 
Entering Unmasked Estep 
Score: -14401369.000000 Penalty: 1146.094604
	Iteration 7Q: 3 clusters Score -1.440137e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 212385 members 
Entering Unmasked Estep 
Score: -14405018.000000 Penalty: 1146.094604
	Iteration 8Q: 3 clusters Score -1.440502e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 218171 members 
Entering Unmasked Estep 
Score: -14406908.000000 Penalty: 1146.094604
	Iteration 9Q: 3 clusters Score -1.440691e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 224231 members 
Entering Unmasked Estep 
Score: -14408717.000000 Penalty: 1146.094604
	Iteration 10Q: 3 clusters Score -1.440872e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 230234 members 
Entering Unmasked Estep 
Score: -14410447.000000 Penalty: 1146.094604
	Iteration 11Q: 3 clusters Score -1.441045e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 236094 members 
Entering Unmasked Estep 
Score: -14411950.000000 Penalty: 1146.094604
	Iteration 12Q: 3 clusters Score -1.441195e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 241881 members 
Entering Unmasked Estep 
Score: -14413638.000000 Penalty: 1146.094604
	Iteration 13Q: 3 clusters Score -1.441364e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 247671 members 
Entering Unmasked Estep 
Score: -14415580.000000 Penalty: 1146.094604
	Iteration 14Q: 3 clusters Score -1.441558e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 253107 members 
Entering Unmasked Estep 
Score: -14416860.000000 Penalty: 1146.094604
	Iteration 15Q: 3 clusters Score -1.441686e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 258306 members 
Entering Unmasked Estep 
Score: -14417880.000000 Penalty: 1146.094604
	Iteration 16Q: 3 clusters Score -1.441788e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 263171 members 
Entering Unmasked Estep 
Score: -14418923.000000 Penalty: 1146.094604
	Iteration 17Q: 3 clusters Score -1.441892e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 267635 members 
Entering Unmasked Estep 
Score: -14419999.000000 Penalty: 1146.094604
	Iteration 18Q: 3 clusters Score -1.442e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 271629 members 
Entering Unmasked Estep 
Score: -14420948.000000 Penalty: 1146.094604
	Iteration 19Q: 3 clusters Score -1.442095e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 275186 members 
Entering Unmasked Estep 
Score: -14422123.000000 Penalty: 1146.094604
	Iteration 20F: 3 clusters Score -1.442212e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 278404 members 
Entering Unmasked Estep 
Score: -14423171.000000 Penalty: 1146.094604
	Iteration 21Q: 3 clusters Score -1.442317e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 281164 members 
Entering Unmasked Estep 
Score: -14423975.000000 Penalty: 1146.094604
	Iteration 22Q: 3 clusters Score -1.442398e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 283538 members 
Entering Unmasked Estep 
Score: -14424868.000000 Penalty: 1146.094604
	Iteration 23Q: 3 clusters Score -1.442487e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 285521 members 
Entering Unmasked Estep 
Score: -14425503.000000 Penalty: 1146.094604
	Iteration 24Q: 3 clusters Score -1.44255e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 287221 members 
Entering Unmasked Estep 
Score: -14426116.000000 Penalty: 1146.094604
	Iteration 25Q: 3 clusters Score -1.442612e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 288638 members 
Entering Unmasked Estep 
Score: -14426751.000000 Penalty: 1146.094604
	Iteration 26Q: 3 clusters Score -1.442675e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 289770 members 
Entering Unmasked Estep 
Score: -14427348.000000 Penalty: 1146.094604
	Iteration 27Q: 3 clusters Score -1.442735e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 290754 members 
Entering Unmasked Estep 
Score: -14427792.000000 Penalty: 1146.094604
	Iteration 28Q: 3 clusters Score -1.442779e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 291518 members 
Entering Unmasked Estep 
Score: -14428058.000000 Penalty: 1146.094604
	Iteration 29Q: 3 clusters Score -1.442806e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 292113 members 
Entering Unmasked Estep 
Score: -14428401.000000 Penalty: 1146.094604
	Iteration 30Q: 3 clusters Score -1.44284e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 292601 members 
Entering Unmasked Estep 
Score: -14428567.000000 Penalty: 1146.094604
	Iteration 31Q: 3 clusters Score -1.442857e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 292955 members 
Entering Unmasked Estep 
Score: -14428782.000000 Penalty: 1146.094604
	Iteration 32Q: 3 clusters Score -1.442878e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 293229 members 
Entering Unmasked Estep 
Score: -14428886.000000 Penalty: 1146.094604
	Iteration 33Q: 3 clusters Score -1.442889e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 293449 members 
Entering Unmasked Estep 
Score: -14428946.000000 Penalty: 1146.094604
	Iteration 34Q: 3 clusters Score -1.442895e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 293614 members 
Entering Unmasked Estep 
Score: -14429039.000000 Penalty: 1146.094604
	Iteration 35Q: 3 clusters Score -1.442904e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 293757 members 
Entering Unmasked Estep 
Score: -14429140.000000 Penalty: 1146.094604
	Iteration 36Q: 3 clusters Score -1.442914e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 293852 members 
Entering Unmasked Estep 
Score: -14429173.000000 Penalty: 1146.094604
	Iteration 37Q: 3 clusters Score -1.442917e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 293943 members 
Entering Unmasked Estep 
Score: -14429188.000000 Penalty: 1146.094604
	Iteration 38Q: 3 clusters Score -1.442919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 294015 members 
Entering Unmasked Estep 
Score: -14429216.000000 Penalty: 1146.094604
	Iteration 39Q: 3 clusters Score -1.442922e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 294079 members 
Entering Unmasked Estep 
Score: -14429270.000000 Penalty: 1146.094604
	Iteration 40F: 3 clusters Score -1.442927e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 294130 members 
Entering Unmasked Estep 
Score: -14429298.000000 Penalty: 1146.094604
	Iteration 41Q: 3 clusters Score -1.44293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 294178 members 
Entering Unmasked Estep 
Score: -14429318.000000 Penalty: 1146.094604
	Iteration 42Q: 3 clusters Score -1.442932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 294219 members 
Entering Unmasked Estep 
Score: -14429334.000000 Penalty: 1146.094604
	Iteration 43Q: 3 clusters Score -1.442933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 294249 members 
Entering Unmasked Estep 
Score: -14429353.000000 Penalty: 1146.094604
	Iteration 44Q: 3 clusters Score -1.442935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 294266 members 
Entering Unmasked Estep 
Score: -14429367.000000 Penalty: 1146.094604
	Iteration 45Q: 3 clusters Score -1.442937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 294289 members 
Entering Unmasked Estep 
Score: -14429393.000000 Penalty: 1146.094604
	Iteration 46Q: 3 clusters Score -1.442939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 294311 members 
Entering Unmasked Estep 
Score: -14429405.000000 Penalty: 1146.094604
	Iteration 47Q: 3 clusters Score -1.44294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 294330 members 
Entering Unmasked Estep 
Score: -14429419.000000 Penalty: 1146.094604
	Iteration 48Q: 3 clusters Score -1.442942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 294350 members 
Entering Unmasked Estep 
Score: -14429429.000000 Penalty: 1146.094604
	Iteration 49Q: 3 clusters Score -1.442943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 294368 members 
Entering Unmasked Estep 
Score: -14429458.000000 Penalty: 1146.094604
	Iteration 50Q: 3 clusters Score -1.442946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 294388 members 
Entering Unmasked Estep 
Score: -14429475.000000 Penalty: 1146.094604
	Iteration 51Q: 3 clusters Score -1.442948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 294404 members 
Entering Unmasked Estep 
Score: -14429468.000000 Penalty: 1146.094604
	Iteration 52Q: 3 clusters Score -1.442947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294413 members 
Entering Unmasked Estep 
Score: -14429476.000000 Penalty: 1146.094604
	Iteration 53Q: 3 clusters Score -1.442948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 294417 members 
Entering Unmasked Estep 
Score: -14429475.000000 Penalty: 1146.094604
	Iteration 54Q: 3 clusters Score -1.442948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 294422 members 
Entering Unmasked Estep 
Score: -14429470.000000 Penalty: 1146.094604
	Iteration 55Q: 3 clusters Score -1.442947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 294424 members 
Entering Unmasked Estep 
Score: -14429485.000000 Penalty: 1146.094604
	Iteration 56Q: 3 clusters Score -1.442948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294425 members 
Entering Unmasked Estep 
Score: -14429481.000000 Penalty: 1146.094604
	Iteration 57Q: 3 clusters Score -1.442948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 294427 members 
Entering Unmasked Estep 
Score: -14429492.000000 Penalty: 1146.094604
	Iteration 58Q: 3 clusters Score -1.442949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 294427 members 
Entering Unmasked Estep 
Score: -14429491.000000 Penalty: 1146.094604
	Iteration 59Q: 3 clusters Score -1.442949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 294429 members 
Entering Unmasked Estep 
Score: -14429488.000000 Penalty: 1146.094604
	Iteration 60F: 3 clusters Score -1.442949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 294432 members 
Entering Unmasked Estep 
Score: -14429482.000000 Penalty: 1146.094604
	Iteration 61Q: 3 clusters Score -1.442948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 294436 members 
Entering Unmasked Estep 
Score: -14429477.000000 Penalty: 1146.094604
	Iteration 62Q: 3 clusters Score -1.442948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 294441 members 
Entering Unmasked Estep 
Score: -14429480.000000 Penalty: 1146.094604
	Iteration 63Q: 3 clusters Score -1.442948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 294440 members 
Entering Unmasked Estep 
Score: -14429478.000000 Penalty: 1146.094604
	Iteration 64Q: 3 clusters Score -1.442948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 294442 members 
Entering Unmasked Estep 
Score: -14429472.000000 Penalty: 1146.094604
	Iteration 65Q: 3 clusters Score -1.442947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 294446 members 
Entering Unmasked Estep 
Score: -14429473.000000 Penalty: 1146.094604
	Iteration 66Q: 3 clusters Score -1.442947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 294450 members 
Entering Unmasked Estep 
Score: -14429474.000000 Penalty: 1146.094604
	Iteration 67Q: 3 clusters Score -1.442947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 294456 members 
Entering Unmasked Estep 
Score: -14429477.000000 Penalty: 1146.094604
	Iteration 68Q: 3 clusters Score -1.442948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294463 members 
Entering Unmasked Estep 
Score: -14429487.000000 Penalty: 1146.094604
	Iteration 69Q: 3 clusters Score -1.442949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 294466 members 
Entering Unmasked Estep 
Score: -14429486.000000 Penalty: 1146.094604
	Iteration 70Q: 3 clusters Score -1.442949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 294472 members 
Entering Unmasked Estep 
Score: -14429493.000000 Penalty: 1146.094604
	Iteration 71Q: 3 clusters Score -1.442949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 294474 members 
Entering Unmasked Estep 
Score: -14429488.000000 Penalty: 1146.094604
	Iteration 72Q: 3 clusters Score -1.442949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 294478 members 
Entering Unmasked Estep 
Score: -14429496.000000 Penalty: 1146.094604
	Iteration 73Q: 3 clusters Score -1.44295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 294483 members 
Entering Unmasked Estep 
Score: -14429494.000000 Penalty: 1146.094604
	Iteration 74Q: 3 clusters Score -1.442949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 294489 members 
Entering Unmasked Estep 
Score: -14429500.000000 Penalty: 1146.094604
	Iteration 75Q: 3 clusters Score -1.44295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 294491 members 
Entering Unmasked Estep 
Score: -14429495.000000 Penalty: 1146.094604
	Iteration 76Q: 3 clusters Score -1.44295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294494 members 
Entering Unmasked Estep 
Score: -14429496.000000 Penalty: 1146.094604
	Iteration 77Q: 3 clusters Score -1.44295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 294496 members 
Entering Unmasked Estep 
Score: -14429496.000000 Penalty: 1146.094604
	Iteration 78Q: 3 clusters Score -1.44295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 294497 members 
Entering Unmasked Estep 
Score: -14429496.000000 Penalty: 1146.094604
	Iteration 79Q: 3 clusters Score -1.44295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 294498 members 
Entering Unmasked Estep 
Score: -14429489.000000 Penalty: 1146.094604
	Iteration 80F: 3 clusters Score -1.442949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 9954 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80275 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24607 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81621 members 
Mstep: Class 23 contains 294916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300922.000000 Penalty: 13794.784180
Iteration 279Q: 24 clusters Score -2.530092e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9959 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80298 members 
Mstep: Class 10 contains 3548 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24605 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81535 members 
Mstep: Class 23 contains 294978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300952.000000 Penalty: 13794.784180
Iteration 280F: 24 clusters Score -2.530095e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80321 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24601 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81461 members 
Mstep: Class 23 contains 295031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300944.000000 Penalty: 13794.784180
Iteration 281Q: 24 clusters Score -2.530094e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 9975 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80341 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 12676 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81381 members 
Mstep: Class 23 contains 295088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300920.000000 Penalty: 13794.784180
Iteration 282Q: 24 clusters Score -2.530092e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80355 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24577 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 12668 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81288 members 
Mstep: Class 23 contains 295163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300866.000000 Penalty: 13794.784180
Iteration 283Q: 24 clusters Score -2.530087e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80359 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24576 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 12655 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81200 members 
Mstep: Class 23 contains 295234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300814.000000 Penalty: 13794.784180
Iteration 284Q: 24 clusters Score -2.530081e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5631 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80369 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 12640 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81116 members 
Mstep: Class 23 contains 295298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300804.000000 Penalty: 13794.784180
Iteration 285Q: 24 clusters Score -2.53008e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5635 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80380 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24543 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 12627 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 81047 members 
Mstep: Class 23 contains 295353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300804.000000 Penalty: 13794.784180
Iteration 286Q: 24 clusters Score -2.53008e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80395 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24520 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 12614 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 80978 members 
Mstep: Class 23 contains 295406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300772.000000 Penalty: 13794.784180
Iteration 287Q: 24 clusters Score -2.530077e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80420 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24483 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 12606 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 80915 members 
Mstep: Class 23 contains 295451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300740.000000 Penalty: 13794.784180
Iteration 288Q: 24 clusters Score -2.530074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 10081 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80430 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24451 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 80872 members 
Mstep: Class 23 contains 295497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300720.000000 Penalty: 13794.784180
Iteration 289Q: 24 clusters Score -2.530072e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 10093 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24418 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 80807 members 
Mstep: Class 23 contains 295561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300744.000000 Penalty: 13794.784180
Iteration 290Q: 24 clusters Score -2.530074e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 10106 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80451 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24386 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 12575 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 80752 members 
Mstep: Class 23 contains 295620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300720.000000 Penalty: 13794.784180
Iteration 291Q: 24 clusters Score -2.530072e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 7 contains 10118 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80459 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24340 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80699 members 
Mstep: Class 23 contains 295692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300678.000000 Penalty: 13794.784180
Iteration 292Q: 24 clusters Score -2.530068e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5648 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80472 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24308 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 12548 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80615 members 
Mstep: Class 23 contains 295766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300660.000000 Penalty: 13794.784180
Iteration 293Q: 24 clusters Score -2.530066e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5654 members 
Mstep: Class 7 contains 10153 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80495 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24282 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80528 members 
Mstep: Class 23 contains 295827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300654.000000 Penalty: 13794.784180
Iteration 294Q: 24 clusters Score -2.530065e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80518 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80442 members 
Mstep: Class 23 contains 295881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300670.000000 Penalty: 13794.784180
Iteration 295Q: 24 clusters Score -2.530067e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80545 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 20 contains 12521 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80349 members 
Mstep: Class 23 contains 295938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300674.000000 Penalty: 13794.784180
Iteration 296Q: 24 clusters Score -2.530067e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 10198 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80565 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 2476 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80250 members 
Mstep: Class 23 contains 296003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300646.000000 Penalty: 13794.784180
Iteration 297Q: 24 clusters Score -2.530065e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2411 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2916 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80592 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24222 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80149 members 
Mstep: Class 23 contains 296066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300632.000000 Penalty: 13794.784180
Iteration 298Q: 24 clusters Score -2.530063e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80608 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24202 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 80067 members 
Mstep: Class 23 contains 296125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300644.000000 Penalty: 13794.784180
Iteration 299Q: 24 clusters Score -2.530064e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 2920 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80624 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24196 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 12496 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79976 members 
Mstep: Class 23 contains 296190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300632.000000 Penalty: 13794.784180
Iteration 300F: 24 clusters Score -2.530063e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 10249 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80640 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24190 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 12488 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79889 members 
Mstep: Class 23 contains 296239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300678.000000 Penalty: 13794.784180
Iteration 301Q: 24 clusters Score -2.530068e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5654 members 
Mstep: Class 7 contains 10263 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80649 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24178 members 
Mstep: Class 14 contains 2502 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 12485 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79800 members 
Mstep: Class 23 contains 296302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300612.000000 Penalty: 13794.784180
Iteration 302Q: 24 clusters Score -2.530061e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2412 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 10276 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80668 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24167 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12484 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79698 members 
Mstep: Class 23 contains 296362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300640.000000 Penalty: 13794.784180
Iteration 303Q: 24 clusters Score -2.530064e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 10285 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80683 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24156 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79615 members 
Mstep: Class 23 contains 296415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300638.000000 Penalty: 13794.784180
Iteration 304Q: 24 clusters Score -2.530064e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5649 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80694 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24147 members 
Mstep: Class 14 contains 2528 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79537 members 
Mstep: Class 23 contains 296464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300640.000000 Penalty: 13794.784180
Iteration 305Q: 24 clusters Score -2.530064e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 10307 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80706 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79467 members 
Mstep: Class 23 contains 296511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300616.000000 Penalty: 13794.784180
Iteration 306Q: 24 clusters Score -2.530062e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80722 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 2539 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 191 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79391 members 
Mstep: Class 23 contains 296556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300628.000000 Penalty: 13794.784180
Iteration 307Q: 24 clusters Score -2.530063e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80737 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12459 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79317 members 
Mstep: Class 23 contains 296591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300648.000000 Penalty: 13794.784180
Iteration 308Q: 24 clusters Score -2.530065e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 10336 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80747 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24108 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79232 members 
Mstep: Class 23 contains 296631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300684.000000 Penalty: 13794.784180
Iteration 309Q: 24 clusters Score -2.530068e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2415 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 10345 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80754 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24097 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12452 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79170 members 
Mstep: Class 23 contains 296657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300652.000000 Penalty: 13794.784180
Iteration 310Q: 24 clusters Score -2.530065e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80765 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24085 members 
Mstep: Class 14 contains 2582 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79115 members 
Mstep: Class 23 contains 296670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300670.000000 Penalty: 13794.784180
Iteration 311Q: 24 clusters Score -2.530067e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2949 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5633 members 
Mstep: Class 7 contains 10367 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80776 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24083 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12445 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 79054 members 
Mstep: Class 23 contains 296699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300680.000000 Penalty: 13794.784180
Iteration 312Q: 24 clusters Score -2.530068e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 10372 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80785 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24083 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12440 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78991 members 
Mstep: Class 23 contains 296733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300684.000000 Penalty: 13794.784180
Iteration 313Q: 24 clusters Score -2.530068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80793 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78935 members 
Mstep: Class 23 contains 296766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300678.000000 Penalty: 13794.784180
Iteration 314Q: 24 clusters Score -2.530068e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 10382 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80805 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24075 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 12433 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78873 members 
Mstep: Class 23 contains 296797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300686.000000 Penalty: 13794.784180
Iteration 315Q: 24 clusters Score -2.530069e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80818 members 
Mstep: Class 10 contains 3914 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24082 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3130 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78806 members 
Mstep: Class 23 contains 296828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300664.000000 Penalty: 13794.784180
Iteration 316Q: 24 clusters Score -2.530066e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2962 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80829 members 
Mstep: Class 10 contains 3918 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24082 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 12416 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78749 members 
Mstep: Class 23 contains 296857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300670.000000 Penalty: 13794.784180
Iteration 317Q: 24 clusters Score -2.530067e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2965 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80837 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24068 members 
Mstep: Class 14 contains 2674 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78708 members 
Mstep: Class 23 contains 296880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300686.000000 Penalty: 13794.784180
Iteration 318Q: 24 clusters Score -2.530069e+07 nChanged 126
Entering ConstructFrom: 
Score: -25300686.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 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 115 members 
Entering Unmasked Estep 
Score: -9227.807617 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9227.808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9304.242188 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9304.242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9332.754883 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9332.755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9356.802734 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9356.803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9382.449219 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -9382.449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9405.509766 Penalty: 493.670471
	Iteration 5F: 3 clusters Score -9405.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9419.885742 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9419.886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9426.865234 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9426.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9432.364258 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9432.364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9433.848633 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9433.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9434.456055 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -9434.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9436.648438 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -9436.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9437.257812 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -9437.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9437.257812 Penalty: 493.670471
	Iteration 13F: 3 clusters Score -9437.258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -119285.921875 Penalty: 354.683197
	Iteration 0F: 2 clusters Score -119285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -117639.601562 Penalty: 709.366394
	Iteration 0F: 3 clusters Score -117639.6 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -118390.734375 Penalty: 709.366394
	Iteration 1F: 3 clusters Score -118390.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -118528.726562 Penalty: 709.366394
	Iteration 2F: 3 clusters Score -118528.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -118625.117188 Penalty: 709.366394
	Iteration 3F: 3 clusters Score -118625.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118687.507812 Penalty: 709.366394
	Iteration 4F: 3 clusters Score -118687.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -118735.367188 Penalty: 709.366394
	Iteration 5Q: 3 clusters Score -118735.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -118770.460938 Penalty: 709.366394
	Iteration 6Q: 3 clusters Score -118770.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -118790.140625 Penalty: 709.366394
	Iteration 7Q: 3 clusters Score -118790.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -118802.406250 Penalty: 709.366394
	Iteration 8Q: 3 clusters Score -118802.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -118815.750000 Penalty: 709.366394
	Iteration 9Q: 3 clusters Score -118815.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -118827.664062 Penalty: 709.366394
	Iteration 10Q: 3 clusters Score -118827.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -118842.117188 Penalty: 709.366394
	Iteration 11Q: 3 clusters Score -118842.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -118854.242188 Penalty: 709.366394
	Iteration 12Q: 3 clusters Score -118854.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -118862.539062 Penalty: 709.366394
	Iteration 13Q: 3 clusters Score -118862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118872.671875 Penalty: 709.366394
	Iteration 14Q: 3 clusters Score -118872.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -118891.007812 Penalty: 709.366394
	Iteration 15Q: 3 clusters Score -118891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118903.421875 Penalty: 709.366394
	Iteration 16Q: 3 clusters Score -118903.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118911.789062 Penalty: 709.366394
	Iteration 17Q: 3 clusters Score -118911.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118922.804688 Penalty: 709.366394
	Iteration 18Q: 3 clusters Score -118922.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118935.796875 Penalty: 709.366394
	Iteration 19Q: 3 clusters Score -118935.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118952.523438 Penalty: 709.366394
	Iteration 20F: 3 clusters Score -118952.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118965.765625 Penalty: 709.366394
	Iteration 21Q: 3 clusters Score -118965.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118978.078125 Penalty: 709.366394
	Iteration 22Q: 3 clusters Score -118978.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118986.976562 Penalty: 709.366394
	Iteration 23Q: 3 clusters Score -118987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118998.062500 Penalty: 709.366394
	Iteration 24Q: 3 clusters Score -118998.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119007.273438 Penalty: 709.366394
	Iteration 25Q: 3 clusters Score -119007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119012.742188 Penalty: 709.366394
	Iteration 26Q: 3 clusters Score -119012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -119014.289062 Penalty: 709.366394
	Iteration 27Q: 3 clusters Score -119014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119015.218750 Penalty: 709.366394
	Iteration 28Q: 3 clusters Score -119015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -119016.328125 Penalty: 709.366394
	Iteration 29Q: 3 clusters Score -119016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -119017.890625 Penalty: 709.366394
	Iteration 30Q: 3 clusters Score -119017.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -119018.570312 Penalty: 709.366394
	Iteration 31Q: 3 clusters Score -119018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -119018.843750 Penalty: 709.366394
	Iteration 32Q: 3 clusters Score -119018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -119019.523438 Penalty: 709.366394
	Iteration 33Q: 3 clusters Score -119019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -119019.968750 Penalty: 709.366394
	Iteration 34Q: 3 clusters Score -119020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -119019.953125 Penalty: 709.366394
	Iteration 35Q: 3 clusters Score -119020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -119019.953125 Penalty: 709.366394
	Iteration 36F: 3 clusters Score -119020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -129102.835938 Penalty: 354.720642
	Iteration 0F: 2 clusters Score -129102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -127346.593750 Penalty: 709.441284
	Iteration 0F: 3 clusters Score -127346.6 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -127956.742188 Penalty: 709.441284
	Iteration 1F: 3 clusters Score -127956.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -128028.046875 Penalty: 709.441284
	Iteration 2F: 3 clusters Score -128028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128106.601562 Penalty: 709.441284
	Iteration 3Q: 3 clusters Score -128106.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -128206.757812 Penalty: 709.441284
	Iteration 4F: 3 clusters Score -128206.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -128329.421875 Penalty: 709.441284
	Iteration 5F: 3 clusters Score -128329.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -128432.351562 Penalty: 709.441284
	Iteration 6F: 3 clusters Score -128432.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -128485.812500 Penalty: 709.441284
	Iteration 7Q: 3 clusters Score -128485.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -128505.867188 Penalty: 709.441284
	Iteration 8Q: 3 clusters Score -128505.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -128518.820312 Penalty: 709.441284
	Iteration 9Q: 3 clusters Score -128518.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -128531.781250 Penalty: 709.441284
	Iteration 10Q: 3 clusters Score -128531.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -128542.117188 Penalty: 709.441284
	Iteration 11Q: 3 clusters Score -128542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -128550.273438 Penalty: 709.441284
	Iteration 12Q: 3 clusters Score -128550.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -128556.164062 Penalty: 709.441284
	Iteration 13Q: 3 clusters Score -128556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -128561.273438 Penalty: 709.441284
	Iteration 14Q: 3 clusters Score -128561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -128563.132812 Penalty: 709.441284
	Iteration 15Q: 3 clusters Score -128563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -128564.359375 Penalty: 709.441284
	Iteration 16Q: 3 clusters Score -128564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -128566.304688 Penalty: 709.441284
	Iteration 17Q: 3 clusters Score -128566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -128569.164062 Penalty: 709.441284
	Iteration 18Q: 3 clusters Score -128569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -128573.257812 Penalty: 709.441284
	Iteration 19Q: 3 clusters Score -128573.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -128579.070312 Penalty: 709.441284
	Iteration 20F: 3 clusters Score -128579.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -128584.046875 Penalty: 709.441284
	Iteration 21Q: 3 clusters Score -128584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -128589.484375 Penalty: 709.441284
	Iteration 22Q: 3 clusters Score -128589.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -128598.664062 Penalty: 709.441284
	Iteration 23Q: 3 clusters Score -128598.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -128608.828125 Penalty: 709.441284
	Iteration 24Q: 3 clusters Score -128608.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -128618.835938 Penalty: 709.441284
	Iteration 25Q: 3 clusters Score -128618.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -128623.664062 Penalty: 709.441284
	Iteration 26Q: 3 clusters Score -128623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -128626.710938 Penalty: 709.441284
	Iteration 27Q: 3 clusters Score -128626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -128629.109375 Penalty: 709.441284
	Iteration 28Q: 3 clusters Score -128629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -128630.234375 Penalty: 709.441284
	Iteration 29Q: 3 clusters Score -128630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -128633.132812 Penalty: 709.441284
	Iteration 30Q: 3 clusters Score -128633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -128635.195312 Penalty: 709.441284
	Iteration 31Q: 3 clusters Score -128635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -128637.703125 Penalty: 709.441284
	Iteration 32Q: 3 clusters Score -128637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -128642.257812 Penalty: 709.441284
	Iteration 33Q: 3 clusters Score -128642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -128645.414062 Penalty: 709.441284
	Iteration 34Q: 3 clusters Score -128645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -128647.859375 Penalty: 709.441284
	Iteration 35Q: 3 clusters Score -128647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -128650.109375 Penalty: 709.441284
	Iteration 36Q: 3 clusters Score -128650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -128652.531250 Penalty: 709.441284
	Iteration 37Q: 3 clusters Score -128652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -128655.250000 Penalty: 709.441284
	Iteration 38Q: 3 clusters Score -128655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -128656.039062 Penalty: 709.441284
	Iteration 39Q: 3 clusters Score -128656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -128657.101562 Penalty: 709.441284
	Iteration 40F: 3 clusters Score -128657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -128657.531250 Penalty: 709.441284
	Iteration 41Q: 3 clusters Score -128657.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -128657.929688 Penalty: 709.441284
	Iteration 42Q: 3 clusters Score -128657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -128658.195312 Penalty: 709.441284
	Iteration 43Q: 3 clusters Score -128658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -128658.578125 Penalty: 709.441284
	Iteration 44Q: 3 clusters Score -128658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -128659.210938 Penalty: 709.441284
	Iteration 45Q: 3 clusters Score -128659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -128659.726562 Penalty: 709.441284
	Iteration 46Q: 3 clusters Score -128659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -128660.070312 Penalty: 709.441284
	Iteration 47Q: 3 clusters Score -128660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -128660.140625 Penalty: 709.441284
	Iteration 48Q: 3 clusters Score -128660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -128660.390625 Penalty: 709.441284
	Iteration 49Q: 3 clusters Score -128660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -128661.093750 Penalty: 709.441284
	Iteration 50Q: 3 clusters Score -128661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -128661.617188 Penalty: 709.441284
	Iteration 51Q: 3 clusters Score -128661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -128662.054688 Penalty: 709.441284
	Iteration 52Q: 3 clusters Score -128662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -128662.171875 Penalty: 709.441284
	Iteration 53Q: 3 clusters Score -128662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -128662.398438 Penalty: 709.441284
	Iteration 54Q: 3 clusters Score -128662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -128662.398438 Penalty: 709.441284
	Iteration 55F: 3 clusters Score -128662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -128940.867188 Penalty: 363.786438
	Iteration 0F: 2 clusters Score -128940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -126860.812500 Penalty: 727.572876
	Iteration 0F: 3 clusters Score -126860.8 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -127706.882812 Penalty: 727.572876
	Iteration 1F: 3 clusters Score -127706.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -127845.898438 Penalty: 727.572876
	Iteration 2F: 3 clusters Score -127845.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -127994.515625 Penalty: 727.572876
	Iteration 3F: 3 clusters Score -127994.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -128153.195312 Penalty: 727.572876
	Iteration 4F: 3 clusters Score -128153.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -128304.343750 Penalty: 727.572876
	Iteration 5F: 3 clusters Score -128304.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -128405.156250 Penalty: 727.572876
	Iteration 6Q: 3 clusters Score -128405.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -128488.929688 Penalty: 727.572876
	Iteration 7Q: 3 clusters Score -128488.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -128561.312500 Penalty: 727.572876
	Iteration 8Q: 3 clusters Score -128561.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -128615.734375 Penalty: 727.572876
	Iteration 9Q: 3 clusters Score -128615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -128648.828125 Penalty: 727.572876
	Iteration 10Q: 3 clusters Score -128648.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -128659.179688 Penalty: 727.572876
	Iteration 11Q: 3 clusters Score -128659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -128662.023438 Penalty: 727.572876
	Iteration 12Q: 3 clusters Score -128662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -128664.171875 Penalty: 727.572876
	Iteration 13Q: 3 clusters Score -128664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -128664.171875 Penalty: 727.572876
	Iteration 14F: 3 clusters Score -128664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39717.539062 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39717.54 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40071.894531 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -40071.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -40180.300781 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -40180.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40228.046875 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -40228.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -40267.765625 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -40267.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -40300.460938 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -40300.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -40324.945312 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -40324.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -40350.734375 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -40350.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -40366.453125 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40366.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -40379.257812 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40379.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -40394.542969 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40394.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -40404.320312 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40404.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -40406.375000 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40406.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -40407.574219 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40407.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -40409.164062 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40409.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -40411.671875 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40411.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -40413.851562 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40413.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40415.472656 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40415.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -40415.726562 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40415.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -40415.726562 Penalty: 615.828247
	Iteration 19F: 3 clusters Score -40415.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 10404 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80848 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 12408 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78654 members 
Mstep: Class 23 contains 296912 members 
Mstep: Class 24 contains 719 members 
Entering Unmasked Estep 
Score: -25300416.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25300686.000000 to -25300416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -259302.468750 Penalty: 392.705017
	Iteration 0F: 2 clusters Score -259302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -255529.828125 Penalty: 785.410034
	Iteration 0F: 3 clusters Score -255529.8 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -256883.515625 Penalty: 785.410034
	Iteration 1F: 3 clusters Score -256883.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -257017.531250 Penalty: 785.410034
	Iteration 2F: 3 clusters Score -257017.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -257185.781250 Penalty: 785.410034
	Iteration 3F: 3 clusters Score -257185.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -257431.921875 Penalty: 785.410034
	Iteration 4F: 3 clusters Score -257431.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -257721.453125 Penalty: 785.410034
	Iteration 5F: 3 clusters Score -257721.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -258028.796875 Penalty: 785.410034
	Iteration 6F: 3 clusters Score -258028.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -258321.859375 Penalty: 785.410034
	Iteration 7F: 3 clusters Score -258321.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -258508.078125 Penalty: 785.410034
	Iteration 8Q: 3 clusters Score -258508.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -258628.687500 Penalty: 785.410034
	Iteration 9Q: 3 clusters Score -258628.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -258732.984375 Penalty: 785.410034
	Iteration 10Q: 3 clusters Score -258733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -258810.875000 Penalty: 785.410034
	Iteration 11Q: 3 clusters Score -258810.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -258858.812500 Penalty: 785.410034
	Iteration 12Q: 3 clusters Score -258858.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -258896.468750 Penalty: 785.410034
	Iteration 13Q: 3 clusters Score -258896.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -258925.765625 Penalty: 785.410034
	Iteration 14Q: 3 clusters Score -258925.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -258945.546875 Penalty: 785.410034
	Iteration 15Q: 3 clusters Score -258945.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -258963.343750 Penalty: 785.410034
	Iteration 16Q: 3 clusters Score -258963.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -258975.812500 Penalty: 785.410034
	Iteration 17Q: 3 clusters Score -258975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -258988.781250 Penalty: 785.410034
	Iteration 18Q: 3 clusters Score -258988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -258997.953125 Penalty: 785.410034
	Iteration 19Q: 3 clusters Score -258998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -259004.140625 Penalty: 785.410034
	Iteration 20F: 3 clusters Score -259004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -259008.671875 Penalty: 785.410034
	Iteration 21Q: 3 clusters Score -259008.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -259011.531250 Penalty: 785.410034
	Iteration 22Q: 3 clusters Score -259011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -259012.062500 Penalty: 785.410034
	Iteration 23Q: 3 clusters Score -259012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -259014.093750 Penalty: 785.410034
	Iteration 24Q: 3 clusters Score -259014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -259017.328125 Penalty: 785.410034
	Iteration 25Q: 3 clusters Score -259017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -259018.203125 Penalty: 785.410034
	Iteration 26Q: 3 clusters Score -259018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -259018.203125 Penalty: 785.410034
	Iteration 27F: 3 clusters Score -259018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -494089.187500 Penalty: 420.872528
	Iteration 0F: 2 clusters Score -494089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -487032.437500 Penalty: 841.745056
	Iteration 0F: 3 clusters Score -487032.4 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -490143.468750 Penalty: 841.745056
	Iteration 1F: 3 clusters Score -490143.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -490561.062500 Penalty: 841.745056
	Iteration 2F: 3 clusters Score -490561.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -491132.093750 Penalty: 841.745056
	Iteration 3F: 3 clusters Score -491132.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -491797.406250 Penalty: 841.745056
	Iteration 4F: 3 clusters Score -491797.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -492337.937500 Penalty: 841.745056
	Iteration 5F: 3 clusters Score -492337.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -492723.718750 Penalty: 841.745056
	Iteration 6F: 3 clusters Score -492723.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -492964.406250 Penalty: 841.745056
	Iteration 7Q: 3 clusters Score -492964.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -493105.968750 Penalty: 841.745056
	Iteration 8Q: 3 clusters Score -493106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -493189.718750 Penalty: 841.745056
	Iteration 9Q: 3 clusters Score -493189.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -493247.718750 Penalty: 841.745056
	Iteration 10Q: 3 clusters Score -493247.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -493296.750000 Penalty: 841.745056
	Iteration 11Q: 3 clusters Score -493296.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -493348.437500 Penalty: 841.745056
	Iteration 12Q: 3 clusters Score -493348.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -493394.500000 Penalty: 841.745056
	Iteration 13Q: 3 clusters Score -493394.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -493435.750000 Penalty: 841.745056
	Iteration 14Q: 3 clusters Score -493435.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -493468.875000 Penalty: 841.745056
	Iteration 15Q: 3 clusters Score -493468.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -493503.437500 Penalty: 841.745056
	Iteration 16Q: 3 clusters Score -493503.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -493528.000000 Penalty: 841.745056
	Iteration 17Q: 3 clusters Score -493528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -493546.656250 Penalty: 841.745056
	Iteration 18Q: 3 clusters Score -493546.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -493569.000000 Penalty: 841.745056
	Iteration 19Q: 3 clusters Score -493569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -493590.187500 Penalty: 841.745056
	Iteration 20F: 3 clusters Score -493590.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -493610.593750 Penalty: 841.745056
	Iteration 21Q: 3 clusters Score -493610.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -493623.687500 Penalty: 841.745056
	Iteration 22Q: 3 clusters Score -493623.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -493634.281250 Penalty: 841.745056
	Iteration 23Q: 3 clusters Score -493634.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -493645.062500 Penalty: 841.745056
	Iteration 24Q: 3 clusters Score -493645.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -493651.500000 Penalty: 841.745056
	Iteration 25Q: 3 clusters Score -493651.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -493659.031250 Penalty: 841.745056
	Iteration 26Q: 3 clusters Score -493659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -493660.968750 Penalty: 841.745056
	Iteration 27Q: 3 clusters Score -493661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -493665.125000 Penalty: 841.745056
	Iteration 28Q: 3 clusters Score -493665.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -493668.312500 Penalty: 841.745056
	Iteration 29Q: 3 clusters Score -493668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -493669.718750 Penalty: 841.745056
	Iteration 30Q: 3 clusters Score -493669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -493671.875000 Penalty: 841.745056
	Iteration 31Q: 3 clusters Score -493671.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -493676.062500 Penalty: 841.745056
	Iteration 32Q: 3 clusters Score -493676.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -493680.375000 Penalty: 841.745056
	Iteration 33Q: 3 clusters Score -493680.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -493685.718750 Penalty: 841.745056
	Iteration 34Q: 3 clusters Score -493685.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -493688.906250 Penalty: 841.745056
	Iteration 35Q: 3 clusters Score -493688.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -493697.156250 Penalty: 841.745056
	Iteration 36Q: 3 clusters Score -493697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -493700.000000 Penalty: 841.745056
	Iteration 37Q: 3 clusters Score -493700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -493704.343750 Penalty: 841.745056
	Iteration 38Q: 3 clusters Score -493704.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -493708.625000 Penalty: 841.745056
	Iteration 39Q: 3 clusters Score -493708.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -493712.375000 Penalty: 841.745056
	Iteration 40F: 3 clusters Score -493712.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -493715.562500 Penalty: 841.745056
	Iteration 41Q: 3 clusters Score -493715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -493721.250000 Penalty: 841.745056
	Iteration 42Q: 3 clusters Score -493721.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -493727.781250 Penalty: 841.745056
	Iteration 43Q: 3 clusters Score -493727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -493733.375000 Penalty: 841.745056
	Iteration 44Q: 3 clusters Score -493733.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -493736.218750 Penalty: 841.745056
	Iteration 45Q: 3 clusters Score -493736.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -493741.031250 Penalty: 841.745056
	Iteration 46Q: 3 clusters Score -493741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -493745.156250 Penalty: 841.745056
	Iteration 47Q: 3 clusters Score -493745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -493750.093750 Penalty: 841.745056
	Iteration 48Q: 3 clusters Score -493750.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -493753.718750 Penalty: 841.745056
	Iteration 49Q: 3 clusters Score -493753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -493755.656250 Penalty: 841.745056
	Iteration 50Q: 3 clusters Score -493755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -493757.437500 Penalty: 841.745056
	Iteration 51Q: 3 clusters Score -493757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -493757.875000 Penalty: 841.745056
	Iteration 52Q: 3 clusters Score -493757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -493758.062500 Penalty: 841.745056
	Iteration 53Q: 3 clusters Score -493758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -493759.031250 Penalty: 841.745056
	Iteration 54Q: 3 clusters Score -493759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -493760.562500 Penalty: 841.745056
	Iteration 55Q: 3 clusters Score -493760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -493761.281250 Penalty: 841.745056
	Iteration 56Q: 3 clusters Score -493761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -493762.031250 Penalty: 841.745056
	Iteration 57Q: 3 clusters Score -493762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -493763.062500 Penalty: 841.745056
	Iteration 58Q: 3 clusters Score -493763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -493763.562500 Penalty: 841.745056
	Iteration 59Q: 3 clusters Score -493763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -493763.562500 Penalty: 841.745056
	Iteration 60F: 3 clusters Score -493763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17696.072266 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17696.07 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 191 members 
Entering Unmasked Estep 
Score: -17290.146484 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17290.15 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17432.732422 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17432.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17464.986328 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17464.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17486.972656 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -17486.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17507.429688 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17507.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17523.619141 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17523.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17527.447266 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17527.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17530.189453 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17530.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17530.189453 Penalty: 540.555603
	Iteration 8F: 3 clusters Score -17530.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Entering Unmasked Estep 
Score: -4100374.500000 Penalty: 514.164856
	Iteration 0F: 2 clusters Score -4100374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -4045718.500000 Penalty: 1028.329712
	Iteration 0F: 3 clusters Score -4045718 nChanged 39377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4070175.500000 Penalty: 1028.329712
	Iteration 1F: 3 clusters Score -4070176 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4072094.000000 Penalty: 1028.329712
	Iteration 2F: 3 clusters Score -4072094 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4075268.250000 Penalty: 1028.329712
	Iteration 3F: 3 clusters Score -4075268 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4079952.500000 Penalty: 1028.329712
	Iteration 4F: 3 clusters Score -4079952 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -4085589.750000 Penalty: 1028.329712
	Iteration 5F: 3 clusters Score -4085590 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4090803.250000 Penalty: 1028.329712
	Iteration 6F: 3 clusters Score -4090803 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4094355.250000 Penalty: 1028.329712
	Iteration 7Q: 3 clusters Score -4094355 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4096549.500000 Penalty: 1028.329712
	Iteration 8Q: 3 clusters Score -4096550 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4097844.500000 Penalty: 1028.329712
	Iteration 9Q: 3 clusters Score -4097844 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4098664.250000 Penalty: 1028.329712
	Iteration 10Q: 3 clusters Score -4098664 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4099173.750000 Penalty: 1028.329712
	Iteration 11Q: 3 clusters Score -4099174 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4099472.500000 Penalty: 1028.329712
	Iteration 12Q: 3 clusters Score -4099472 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4099668.000000 Penalty: 1028.329712
	Iteration 13Q: 3 clusters Score -4099668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4099789.000000 Penalty: 1028.329712
	Iteration 14Q: 3 clusters Score -4099789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4099842.250000 Penalty: 1028.329712
	Iteration 15Q: 3 clusters Score -4099842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4099866.750000 Penalty: 1028.329712
	Iteration 16Q: 3 clusters Score -4099867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4099881.500000 Penalty: 1028.329712
	Iteration 17Q: 3 clusters Score -4099882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4099904.250000 Penalty: 1028.329712
	Iteration 18Q: 3 clusters Score -4099904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4099923.500000 Penalty: 1028.329712
	Iteration 19Q: 3 clusters Score -4099924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4099937.750000 Penalty: 1028.329712
	Iteration 20F: 3 clusters Score -4099938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4099950.500000 Penalty: 1028.329712
	Iteration 21Q: 3 clusters Score -4099950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4099958.750000 Penalty: 1028.329712
	Iteration 22Q: 3 clusters Score -4099959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4099964.750000 Penalty: 1028.329712
	Iteration 23Q: 3 clusters Score -4099965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4099962.500000 Penalty: 1028.329712
	Iteration 24Q: 3 clusters Score -4099962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4099965.750000 Penalty: 1028.329712
	Iteration 25Q: 3 clusters Score -4099966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4099968.250000 Penalty: 1028.329712
	Iteration 26Q: 3 clusters Score -4099968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4099978.500000 Penalty: 1028.329712
	Iteration 27Q: 3 clusters Score -4099978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4099982.750000 Penalty: 1028.329712
	Iteration 28Q: 3 clusters Score -4099983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4099987.250000 Penalty: 1028.329712
	Iteration 29Q: 3 clusters Score -4099987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4099988.750000 Penalty: 1028.329712
	Iteration 30Q: 3 clusters Score -4099989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4099990.500000 Penalty: 1028.329712
	Iteration 31Q: 3 clusters Score -4099990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4099990.500000 Penalty: 1028.329712
	Iteration 32F: 3 clusters Score -4099990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -207678.656250 Penalty: 376.541199
	Iteration 0F: 2 clusters Score -207678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -204937.734375 Penalty: 753.082397
	Iteration 0F: 3 clusters Score -204937.7 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -206004.250000 Penalty: 753.082397
	Iteration 1F: 3 clusters Score -206004.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -206167.515625 Penalty: 753.082397
	Iteration 2F: 3 clusters Score -206167.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -206335.015625 Penalty: 753.082397
	Iteration 3F: 3 clusters Score -206335 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -206523.687500 Penalty: 753.082397
	Iteration 4F: 3 clusters Score -206523.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -206745.312500 Penalty: 753.082397
	Iteration 5F: 3 clusters Score -206745.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -206966.906250 Penalty: 753.082397
	Iteration 6F: 3 clusters Score -206966.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -207127.984375 Penalty: 753.082397
	Iteration 7Q: 3 clusters Score -207128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -207216.187500 Penalty: 753.082397
	Iteration 8Q: 3 clusters Score -207216.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -207266.421875 Penalty: 753.082397
	Iteration 9Q: 3 clusters Score -207266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -207295.593750 Penalty: 753.082397
	Iteration 10Q: 3 clusters Score -207295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -207305.500000 Penalty: 753.082397
	Iteration 11Q: 3 clusters Score -207305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -207312.671875 Penalty: 753.082397
	Iteration 12Q: 3 clusters Score -207312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -207317.468750 Penalty: 753.082397
	Iteration 13Q: 3 clusters Score -207317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -207321.406250 Penalty: 753.082397
	Iteration 14Q: 3 clusters Score -207321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -207323.609375 Penalty: 753.082397
	Iteration 15Q: 3 clusters Score -207323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -207325.468750 Penalty: 753.082397
	Iteration 16Q: 3 clusters Score -207325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -207327.359375 Penalty: 753.082397
	Iteration 17Q: 3 clusters Score -207327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -207328.984375 Penalty: 753.082397
	Iteration 18Q: 3 clusters Score -207329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -207329.734375 Penalty: 753.082397
	Iteration 19Q: 3 clusters Score -207329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -207329.734375 Penalty: 753.082397
	Iteration 20F: 3 clusters Score -207329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -25663.371094 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -25663.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25129.974609 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -25129.97 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25260.775391 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -25260.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25299.111328 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -25299.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25314.523438 Penalty: 573.871033
	Iteration 3Q: 3 clusters Score -25314.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25328.566406 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -25328.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25333.837891 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -25333.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25338.765625 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -25338.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25342.824219 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -25342.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25345.072266 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -25345.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25345.757812 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -25345.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25346.552734 Penalty: 573.871033
	Iteration 10Q: 3 clusters Score -25346.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25347.818359 Penalty: 573.871033
	Iteration 11Q: 3 clusters Score -25347.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25348.744141 Penalty: 573.871033
	Iteration 12Q: 3 clusters Score -25348.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25349.425781 Penalty: 573.871033
	Iteration 13Q: 3 clusters Score -25349.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25350.701172 Penalty: 573.871033
	Iteration 14Q: 3 clusters Score -25350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25352.955078 Penalty: 573.871033
	Iteration 15Q: 3 clusters Score -25352.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -25356.599609 Penalty: 573.871033
	Iteration 16Q: 3 clusters Score -25356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25358.437500 Penalty: 573.871033
	Iteration 17Q: 3 clusters Score -25358.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25358.742188 Penalty: 573.871033
	Iteration 18Q: 3 clusters Score -25358.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25358.742188 Penalty: 573.871033
	Iteration 19F: 3 clusters Score -25358.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10138.578125 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10138.58 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10195.739258 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10195.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10212.879883 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10212.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10225.105469 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10225.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10233.707031 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10233.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10236.874023 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10236.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10247.457031 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10247.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10257.442383 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10257.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10275.154297 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10275.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10284.875977 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -10284.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10290.630859 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -10290.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10295.219727 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -10295.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10300.221680 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -10300.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10305.156250 Penalty: 497.208710
	Iteration 13Q: 3 clusters Score -10305.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10307.420898 Penalty: 497.208710
	Iteration 14Q: 3 clusters Score -10307.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10310.838867 Penalty: 497.208710
	Iteration 15Q: 3 clusters Score -10310.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10312.222656 Penalty: 497.208710
	Iteration 16Q: 3 clusters Score -10312.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10316.637695 Penalty: 497.208710
	Iteration 17Q: 3 clusters Score -10316.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10322.617188 Penalty: 497.208710
	Iteration 18Q: 3 clusters Score -10322.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10325.500977 Penalty: 497.208710
	Iteration 19Q: 3 clusters Score -10325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10327.507812 Penalty: 497.208710
	Iteration 20F: 3 clusters Score -10327.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Entering Unmasked Estep 
Score: -1159394.625000 Penalty: 459.014130
	Iteration 0F: 2 clusters Score -1159395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1143258.750000 Penalty: 918.028259
	Iteration 0F: 3 clusters Score -1143259 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1149889.375000 Penalty: 918.028259
	Iteration 1F: 3 clusters Score -1149889 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1150092.250000 Penalty: 918.028259
	Iteration 2Q: 3 clusters Score -1150092 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1150391.250000 Penalty: 918.028259
	Iteration 3Q: 3 clusters Score -1150391 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1150885.125000 Penalty: 918.028259
	Iteration 4Q: 3 clusters Score -1150885 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1151721.500000 Penalty: 918.028259
	Iteration 5F: 3 clusters Score -1151722 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1152874.750000 Penalty: 918.028259
	Iteration 6F: 3 clusters Score -1152875 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1154101.625000 Penalty: 918.028259
	Iteration 7F: 3 clusters Score -1154102 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1155088.125000 Penalty: 918.028259
	Iteration 8F: 3 clusters Score -1155088 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1155658.750000 Penalty: 918.028259
	Iteration 9Q: 3 clusters Score -1155659 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1156033.625000 Penalty: 918.028259
	Iteration 10Q: 3 clusters Score -1156034 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1156343.500000 Penalty: 918.028259
	Iteration 11Q: 3 clusters Score -1156344 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1156642.625000 Penalty: 918.028259
	Iteration 12Q: 3 clusters Score -1156643 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1156951.000000 Penalty: 918.028259
	Iteration 13Q: 3 clusters Score -1156951 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1157270.625000 Penalty: 918.028259
	Iteration 14Q: 3 clusters Score -1157271 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1157576.250000 Penalty: 918.028259
	Iteration 15Q: 3 clusters Score -1157576 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1157866.500000 Penalty: 918.028259
	Iteration 16Q: 3 clusters Score -1157866 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -1158128.125000 Penalty: 918.028259
	Iteration 17Q: 3 clusters Score -1158128 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -1158352.250000 Penalty: 918.028259
	Iteration 18Q: 3 clusters Score -1158352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -1158541.500000 Penalty: 918.028259
	Iteration 19Q: 3 clusters Score -1158542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1158696.625000 Penalty: 918.028259
	Iteration 20F: 3 clusters Score -1158697 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -1158822.500000 Penalty: 918.028259
	Iteration 21Q: 3 clusters Score -1158822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -1158906.375000 Penalty: 918.028259
	Iteration 22Q: 3 clusters Score -1158906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1158943.625000 Penalty: 918.028259
	Iteration 23Q: 3 clusters Score -1158944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -1158959.375000 Penalty: 918.028259
	Iteration 24Q: 3 clusters Score -1158959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1158968.500000 Penalty: 918.028259
	Iteration 25Q: 3 clusters Score -1158968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1158977.750000 Penalty: 918.028259
	Iteration 26Q: 3 clusters Score -1158978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -1158988.000000 Penalty: 918.028259
	Iteration 27Q: 3 clusters Score -1158988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1158997.000000 Penalty: 918.028259
	Iteration 28Q: 3 clusters Score -1158997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1159001.500000 Penalty: 918.028259
	Iteration 29Q: 3 clusters Score -1159002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1159006.250000 Penalty: 918.028259
	Iteration 30Q: 3 clusters Score -1159006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -1159006.250000 Penalty: 918.028259
	Iteration 31F: 3 clusters Score -1159006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -147652.890625 Penalty: 359.225372
	Iteration 0F: 2 clusters Score -147652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -145745.296875 Penalty: 718.450745
	Iteration 0F: 3 clusters Score -145745.3 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -146435.359375 Penalty: 718.450745
	Iteration 1F: 3 clusters Score -146435.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -146530.109375 Penalty: 718.450745
	Iteration 2F: 3 clusters Score -146530.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -146616.140625 Penalty: 718.450745
	Iteration 3F: 3 clusters Score -146616.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146719.906250 Penalty: 718.450745
	Iteration 4F: 3 clusters Score -146719.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146836.656250 Penalty: 718.450745
	Iteration 5F: 3 clusters Score -146836.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -146965.890625 Penalty: 718.450745
	Iteration 6F: 3 clusters Score -146965.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -147085.500000 Penalty: 718.450745
	Iteration 7Q: 3 clusters Score -147085.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -147169.453125 Penalty: 718.450745
	Iteration 8Q: 3 clusters Score -147169.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -147228.062500 Penalty: 718.450745
	Iteration 9Q: 3 clusters Score -147228.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -147260.765625 Penalty: 718.450745
	Iteration 10Q: 3 clusters Score -147260.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -147293.296875 Penalty: 718.450745
	Iteration 11Q: 3 clusters Score -147293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -147302.531250 Penalty: 718.450745
	Iteration 12Q: 3 clusters Score -147302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -147307.468750 Penalty: 718.450745
	Iteration 13Q: 3 clusters Score -147307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -147313.250000 Penalty: 718.450745
	Iteration 14Q: 3 clusters Score -147313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -147316.609375 Penalty: 718.450745
	Iteration 15Q: 3 clusters Score -147316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -147318.937500 Penalty: 718.450745
	Iteration 16Q: 3 clusters Score -147318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -147319.656250 Penalty: 718.450745
	Iteration 17Q: 3 clusters Score -147319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -147321.078125 Penalty: 718.450745
	Iteration 18Q: 3 clusters Score -147321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -147323.750000 Penalty: 718.450745
	Iteration 19Q: 3 clusters Score -147323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -147324.828125 Penalty: 718.450745
	Iteration 20F: 3 clusters Score -147324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -147325.546875 Penalty: 718.450745
	Iteration 21Q: 3 clusters Score -147325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -147325.546875 Penalty: 718.450745
	Iteration 22F: 3 clusters Score -147325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18895.908203 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18895.91 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18990.492188 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18990.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19011.234375 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19011.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19020.285156 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -19020.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19022.320312 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19022.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19023.763672 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19023.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19028.318359 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19028.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19031.509766 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19031.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19034.248047 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19034.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19034.939453 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19034.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19034.939453 Penalty: 548.792358
	Iteration 10F: 3 clusters Score -19034.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6075.439941 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6075.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6132.238770 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6132.239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6144.594727 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6144.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6145.723633 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6145.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6145.723633 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6145.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 377 members 
Entering Unmasked Estep 
Score: -34776.414062 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34776.41 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34942.218750 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34942.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34975.921875 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34975.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34989.039062 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -34989.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35000.359375 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35000.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35018.214844 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35018.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35028.558594 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35028.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35034.703125 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35040.589844 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35040.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35046.394531 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35046.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35050.277344 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35050.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35052.273438 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35052.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35055.214844 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35055.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35057.531250 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35057.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35060.156250 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35060.16 nChanged 6
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: -35064.503906 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35064.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35072.636719 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35072.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35079.160156 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35079.16 nChanged 8
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: -35081.226562 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35081.23 nChanged 4
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: -35082.421875 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -35082.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35086.273438 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -35086.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35087.769531 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -35087.77 nChanged 1
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: -35087.945312 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -35087.95 nChanged 1
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: -35088.085938 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -35088.09 nChanged 1
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: -35088.257812 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -35088.26 nChanged 2
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: -35088.593750 Penalty: 602.910706
	Iteration 25Q: 3 clusters Score -35088.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35091.175781 Penalty: 602.910706
	Iteration 26Q: 3 clusters Score -35091.18 nChanged 7
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: -35097.023438 Penalty: 602.910706
	Iteration 27Q: 3 clusters Score -35097.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35101.316406 Penalty: 602.910706
	Iteration 28Q: 3 clusters Score -35101.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35105.953125 Penalty: 602.910706
	Iteration 29Q: 3 clusters Score -35105.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35110.449219 Penalty: 602.910706
	Iteration 30Q: 3 clusters Score -35110.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35113.320312 Penalty: 602.910706
	Iteration 31Q: 3 clusters Score -35113.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35114.964844 Penalty: 602.910706
	Iteration 32Q: 3 clusters Score -35114.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35115.199219 Penalty: 602.910706
	Iteration 33Q: 3 clusters Score -35115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35115.335938 Penalty: 602.910706
	Iteration 34Q: 3 clusters Score -35115.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35115.335938 Penalty: 602.910706
	Iteration 35F: 3 clusters Score -35115.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -7568.074707 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -7568.075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7293.819336 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -7293.819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7378.820312 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -7378.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7415.753418 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -7415.753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7422.659180 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -7422.659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7427.242188 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -7427.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7427.242188 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -7427.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -167773.250000 Penalty: 366.321533
	Iteration 0F: 2 clusters Score -167773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -165593.000000 Penalty: 732.643066
	Iteration 0F: 3 clusters Score -165593 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -166342.640625 Penalty: 732.643066
	Iteration 1F: 3 clusters Score -166342.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -166436.843750 Penalty: 732.643066
	Iteration 2F: 3 clusters Score -166436.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -166519.984375 Penalty: 732.643066
	Iteration 3F: 3 clusters Score -166520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -166626.328125 Penalty: 732.643066
	Iteration 4F: 3 clusters Score -166626.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -166755.312500 Penalty: 732.643066
	Iteration 5F: 3 clusters Score -166755.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -166894.484375 Penalty: 732.643066
	Iteration 6F: 3 clusters Score -166894.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -167039.578125 Penalty: 732.643066
	Iteration 7F: 3 clusters Score -167039.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167168.578125 Penalty: 732.643066
	Iteration 8Q: 3 clusters Score -167168.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167253.390625 Penalty: 732.643066
	Iteration 9Q: 3 clusters Score -167253.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167308.796875 Penalty: 732.643066
	Iteration 10Q: 3 clusters Score -167308.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -167342.687500 Penalty: 732.643066
	Iteration 11Q: 3 clusters Score -167342.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -167356.875000 Penalty: 732.643066
	Iteration 12Q: 3 clusters Score -167356.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -167364.734375 Penalty: 732.643066
	Iteration 13Q: 3 clusters Score -167364.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -167372.046875 Penalty: 732.643066
	Iteration 14Q: 3 clusters Score -167372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167377.265625 Penalty: 732.643066
	Iteration 15Q: 3 clusters Score -167377.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -167380.140625 Penalty: 732.643066
	Iteration 16Q: 3 clusters Score -167380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -167382.343750 Penalty: 732.643066
	Iteration 17Q: 3 clusters Score -167382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -167385.703125 Penalty: 732.643066
	Iteration 18Q: 3 clusters Score -167385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -167387.218750 Penalty: 732.643066
	Iteration 19Q: 3 clusters Score -167387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -167388.125000 Penalty: 732.643066
	Iteration 20F: 3 clusters Score -167388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -167388.562500 Penalty: 732.643066
	Iteration 21Q: 3 clusters Score -167388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -167389.203125 Penalty: 732.643066
	Iteration 22Q: 3 clusters Score -167389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -167390.343750 Penalty: 732.643066
	Iteration 23Q: 3 clusters Score -167390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -167391.171875 Penalty: 732.643066
	Iteration 24Q: 3 clusters Score -167391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -167392.234375 Penalty: 732.643066
	Iteration 25Q: 3 clusters Score -167392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -167392.984375 Penalty: 732.643066
	Iteration 26Q: 3 clusters Score -167393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -167393.343750 Penalty: 732.643066
	Iteration 27Q: 3 clusters Score -167393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167393.906250 Penalty: 732.643066
	Iteration 28Q: 3 clusters Score -167393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -167394.796875 Penalty: 732.643066
	Iteration 29Q: 3 clusters Score -167394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -167394.687500 Penalty: 732.643066
	Iteration 30Q: 3 clusters Score -167394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167395.203125 Penalty: 732.643066
	Iteration 31Q: 3 clusters Score -167395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -167396.125000 Penalty: 732.643066
	Iteration 32Q: 3 clusters Score -167396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -167396.203125 Penalty: 732.643066
	Iteration 33Q: 3 clusters Score -167396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -167396.203125 Penalty: 732.643066
	Iteration 34F: 3 clusters Score -167396.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -586203.625000 Penalty: 428.887421
	Iteration 0F: 2 clusters Score -586203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -577909.187500 Penalty: 857.774841
	Iteration 0F: 3 clusters Score -577909.2 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -581195.750000 Penalty: 857.774841
	Iteration 1F: 3 clusters Score -581195.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -581371.000000 Penalty: 857.774841
	Iteration 2Q: 3 clusters Score -581371 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -581587.875000 Penalty: 857.774841
	Iteration 3Q: 3 clusters Score -581587.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -581914.250000 Penalty: 857.774841
	Iteration 4Q: 3 clusters Score -581914.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -582363.437500 Penalty: 857.774841
	Iteration 5F: 3 clusters Score -582363.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -582888.187500 Penalty: 857.774841
	Iteration 6F: 3 clusters Score -582888.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -583324.250000 Penalty: 857.774841
	Iteration 7F: 3 clusters Score -583324.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -583600.750000 Penalty: 857.774841
	Iteration 8Q: 3 clusters Score -583600.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -583724.750000 Penalty: 857.774841
	Iteration 9Q: 3 clusters Score -583724.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -583788.750000 Penalty: 857.774841
	Iteration 10Q: 3 clusters Score -583788.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -583843.937500 Penalty: 857.774841
	Iteration 11Q: 3 clusters Score -583843.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -583903.125000 Penalty: 857.774841
	Iteration 12Q: 3 clusters Score -583903.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -583965.500000 Penalty: 857.774841
	Iteration 13Q: 3 clusters Score -583965.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -584040.562500 Penalty: 857.774841
	Iteration 14Q: 3 clusters Score -584040.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -584134.562500 Penalty: 857.774841
	Iteration 15Q: 3 clusters Score -584134.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -584226.937500 Penalty: 857.774841
	Iteration 16Q: 3 clusters Score -584226.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -584317.312500 Penalty: 857.774841
	Iteration 17Q: 3 clusters Score -584317.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -584444.187500 Penalty: 857.774841
	Iteration 18Q: 3 clusters Score -584444.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -584583.312500 Penalty: 857.774841
	Iteration 19Q: 3 clusters Score -584583.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -584717.375000 Penalty: 857.774841
	Iteration 20F: 3 clusters Score -584717.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -584849.000000 Penalty: 857.774841
	Iteration 21Q: 3 clusters Score -584849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -584994.687500 Penalty: 857.774841
	Iteration 22Q: 3 clusters Score -584994.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -585130.500000 Penalty: 857.774841
	Iteration 23Q: 3 clusters Score -585130.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -585258.125000 Penalty: 857.774841
	Iteration 24Q: 3 clusters Score -585258.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -585370.625000 Penalty: 857.774841
	Iteration 25Q: 3 clusters Score -585370.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -585470.500000 Penalty: 857.774841
	Iteration 26Q: 3 clusters Score -585470.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -585578.812500 Penalty: 857.774841
	Iteration 27Q: 3 clusters Score -585578.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -585656.125000 Penalty: 857.774841
	Iteration 28Q: 3 clusters Score -585656.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -585719.437500 Penalty: 857.774841
	Iteration 29Q: 3 clusters Score -585719.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -585760.375000 Penalty: 857.774841
	Iteration 30Q: 3 clusters Score -585760.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -585781.500000 Penalty: 857.774841
	Iteration 31Q: 3 clusters Score -585781.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -585804.437500 Penalty: 857.774841
	Iteration 32Q: 3 clusters Score -585804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -585814.437500 Penalty: 857.774841
	Iteration 33Q: 3 clusters Score -585814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -585826.187500 Penalty: 857.774841
	Iteration 34Q: 3 clusters Score -585826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -585831.687500 Penalty: 857.774841
	Iteration 35Q: 3 clusters Score -585831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -585842.500000 Penalty: 857.774841
	Iteration 36Q: 3 clusters Score -585842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -585849.312500 Penalty: 857.774841
	Iteration 37Q: 3 clusters Score -585849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -585852.687500 Penalty: 857.774841
	Iteration 38Q: 3 clusters Score -585852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -585854.437500 Penalty: 857.774841
	Iteration 39Q: 3 clusters Score -585854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -585854.437500 Penalty: 857.774841
	Iteration 40F: 3 clusters Score -585854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -19616.144531 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -19616.14 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 187 members 
Entering Unmasked Estep 
Score: -19187.539062 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -19187.54 nChanged 144
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: -19299.830078 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -19299.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19321.048828 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -19321.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19332.568359 Penalty: 547.913147
	Iteration 3Q: 3 clusters Score -19332.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19337.867188 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -19337.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19342.533203 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -19342.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19346.685547 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -19346.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19347.361328 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -19347.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19348.742188 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -19348.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19350.912109 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -19350.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19351.791016 Penalty: 547.913147
	Iteration 10Q: 3 clusters Score -19351.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19352.105469 Penalty: 547.913147
	Iteration 11Q: 3 clusters Score -19352.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19352.105469 Penalty: 547.913147
	Iteration 12F: 3 clusters Score -19352.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (78654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Entering Unmasked Estep 
Score: -3871859.750000 Penalty: 512.913025
	Iteration 0F: 2 clusters Score -3871860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -3818783.750000 Penalty: 1025.826050
	Iteration 0F: 3 clusters Score -3818784 nChanged 38233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -3842040.500000 Penalty: 1025.826050
	Iteration 1F: 3 clusters Score -3842040 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -3843642.500000 Penalty: 1025.826050
	Iteration 2F: 3 clusters Score -3843642 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -3846061.000000 Penalty: 1025.826050
	Iteration 3F: 3 clusters Score -3846061 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -3849683.250000 Penalty: 1025.826050
	Iteration 4F: 3 clusters Score -3849683 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -3854902.750000 Penalty: 1025.826050
	Iteration 5F: 3 clusters Score -3854903 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -3860771.750000 Penalty: 1025.826050
	Iteration 6F: 3 clusters Score -3860772 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -3865826.500000 Penalty: 1025.826050
	Iteration 7F: 3 clusters Score -3865826 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -3868936.500000 Penalty: 1025.826050
	Iteration 8Q: 3 clusters Score -3868936 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -3870438.000000 Penalty: 1025.826050
	Iteration 9Q: 3 clusters Score -3870438 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -3871068.000000 Penalty: 1025.826050
	Iteration 10Q: 3 clusters Score -3871068 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -3871292.000000 Penalty: 1025.826050
	Iteration 11Q: 3 clusters Score -3871292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -3871362.250000 Penalty: 1025.826050
	Iteration 12Q: 3 clusters Score -3871362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -3871403.250000 Penalty: 1025.826050
	Iteration 13Q: 3 clusters Score -3871403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -3871429.250000 Penalty: 1025.826050
	Iteration 14Q: 3 clusters Score -3871429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -3871444.750000 Penalty: 1025.826050
	Iteration 15Q: 3 clusters Score -3871445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -3871448.750000 Penalty: 1025.826050
	Iteration 16Q: 3 clusters Score -3871449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -3871447.500000 Penalty: 1025.826050
	Iteration 17Q: 3 clusters Score -3871448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -3871451.250000 Penalty: 1025.826050
	Iteration 18Q: 3 clusters Score -3871451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -3871454.750000 Penalty: 1025.826050
	Iteration 19Q: 3 clusters Score -3871455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -3871454.000000 Penalty: 1025.826050
	Iteration 20F: 3 clusters Score -3871454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -3871459.750000 Penalty: 1025.826050
	Iteration 21Q: 3 clusters Score -3871460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -3871466.250000 Penalty: 1025.826050
	Iteration 22Q: 3 clusters Score -3871466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -3871467.500000 Penalty: 1025.826050
	Iteration 23Q: 3 clusters Score -3871468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -3871473.500000 Penalty: 1025.826050
	Iteration 24Q: 3 clusters Score -3871474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -3871471.000000 Penalty: 1025.826050
	Iteration 25Q: 3 clusters Score -3871471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -3871473.000000 Penalty: 1025.826050
	Iteration 26Q: 3 clusters Score -3871473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -3871477.250000 Penalty: 1025.826050
	Iteration 27Q: 3 clusters Score -3871477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -3871478.500000 Penalty: 1025.826050
	Iteration 28Q: 3 clusters Score -3871478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -3871478.500000 Penalty: 1025.826050
	Iteration 29F: 3 clusters Score -3871478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (296912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296912 members 
Entering Unmasked Estep 
Score: -14524917.000000 Penalty: 573.354187
	Iteration 0F: 2 clusters Score -1.452492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -14337223.000000 Penalty: 1146.708374
	Iteration 0F: 3 clusters Score -1.433722e+07 nChanged 146542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 154877 members 
Entering Unmasked Estep 
Score: -14430523.000000 Penalty: 1146.708374
	Iteration 1F: 3 clusters Score -1.443052e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -14436308.000000 Penalty: 1146.708374
	Iteration 2Q: 3 clusters Score -1.443631e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -14445954.000000 Penalty: 1146.708374
	Iteration 3F: 3 clusters Score -1.444595e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -14460820.000000 Penalty: 1146.708374
	Iteration 4F: 3 clusters Score -1.446082e+07 nChanged 20684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -14477867.000000 Penalty: 1146.708374
	Iteration 5F: 3 clusters Score -1.447787e+07 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116106 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -14488932.000000 Penalty: 1146.708374
	Iteration 6F: 3 clusters Score -1.448893e+07 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 182889 members 
Entering Unmasked Estep 
Score: -14492726.000000 Penalty: 1146.708374
	Iteration 7Q: 3 clusters Score -1.449273e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 184651 members 
Entering Unmasked Estep 
Score: -14493842.000000 Penalty: 1146.708374
	Iteration 8Q: 3 clusters Score -1.449384e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -14494649.000000 Penalty: 1146.708374
	Iteration 9Q: 3 clusters Score -1.449465e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 188378 members 
Entering Unmasked Estep 
Score: -14495373.000000 Penalty: 1146.708374
	Iteration 10Q: 3 clusters Score -1.449537e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106580 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -14495971.000000 Penalty: 1146.708374
	Iteration 11Q: 3 clusters Score -1.449597e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 192368 members 
Entering Unmasked Estep 
Score: -14496464.000000 Penalty: 1146.708374
	Iteration 12Q: 3 clusters Score -1.449646e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 194498 members 
Entering Unmasked Estep 
Score: -14497157.000000 Penalty: 1146.708374
	Iteration 13Q: 3 clusters Score -1.449716e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 196751 members 
Entering Unmasked Estep 
Score: -14497874.000000 Penalty: 1146.708374
	Iteration 14Q: 3 clusters Score -1.449787e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 199114 members 
Entering Unmasked Estep 
Score: -14498571.000000 Penalty: 1146.708374
	Iteration 15Q: 3 clusters Score -1.449857e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 201490 members 
Entering Unmasked Estep 
Score: -14499211.000000 Penalty: 1146.708374
	Iteration 16Q: 3 clusters Score -1.449921e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 203871 members 
Entering Unmasked Estep 
Score: -14499866.000000 Penalty: 1146.708374
	Iteration 17Q: 3 clusters Score -1.449987e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 206341 members 
Entering Unmasked Estep 
Score: -14500672.000000 Penalty: 1146.708374
	Iteration 18Q: 3 clusters Score -1.450067e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 208861 members 
Entering Unmasked Estep 
Score: -14501385.000000 Penalty: 1146.708374
	Iteration 19Q: 3 clusters Score -1.450138e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85590 members 
Mstep: Class 2 contains 211322 members 
Entering Unmasked Estep 
Score: -14502008.000000 Penalty: 1146.708374
	Iteration 20F: 3 clusters Score -1.450201e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 213902 members 
Entering Unmasked Estep 
Score: -14502725.000000 Penalty: 1146.708374
	Iteration 21Q: 3 clusters Score -1.450272e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 216511 members 
Entering Unmasked Estep 
Score: -14503429.000000 Penalty: 1146.708374
	Iteration 22Q: 3 clusters Score -1.450343e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 219288 members 
Entering Unmasked Estep 
Score: -14504059.000000 Penalty: 1146.708374
	Iteration 23Q: 3 clusters Score -1.450406e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 222134 members 
Entering Unmasked Estep 
Score: -14504841.000000 Penalty: 1146.708374
	Iteration 24Q: 3 clusters Score -1.450484e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 225055 members 
Entering Unmasked Estep 
Score: -14505724.000000 Penalty: 1146.708374
	Iteration 25Q: 3 clusters Score -1.450572e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -14506581.000000 Penalty: 1146.708374
	Iteration 26Q: 3 clusters Score -1.450658e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 231145 members 
Entering Unmasked Estep 
Score: -14507590.000000 Penalty: 1146.708374
	Iteration 27Q: 3 clusters Score -1.450759e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 234308 members 
Entering Unmasked Estep 
Score: -14508247.000000 Penalty: 1146.708374
	Iteration 28Q: 3 clusters Score -1.450825e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 237442 members 
Entering Unmasked Estep 
Score: -14509134.000000 Penalty: 1146.708374
	Iteration 29Q: 3 clusters Score -1.450913e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 240602 members 
Entering Unmasked Estep 
Score: -14510234.000000 Penalty: 1146.708374
	Iteration 30Q: 3 clusters Score -1.451023e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 243706 members 
Entering Unmasked Estep 
Score: -14511468.000000 Penalty: 1146.708374
	Iteration 31Q: 3 clusters Score -1.451147e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 246889 members 
Entering Unmasked Estep 
Score: -14512647.000000 Penalty: 1146.708374
	Iteration 32Q: 3 clusters Score -1.451265e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 250093 members 
Entering Unmasked Estep 
Score: -14513836.000000 Penalty: 1146.708374
	Iteration 33Q: 3 clusters Score -1.451384e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 253190 members 
Entering Unmasked Estep 
Score: -14514847.000000 Penalty: 1146.708374
	Iteration 34Q: 3 clusters Score -1.451485e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 256223 members 
Entering Unmasked Estep 
Score: -14515576.000000 Penalty: 1146.708374
	Iteration 35Q: 3 clusters Score -1.451558e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 259056 members 
Entering Unmasked Estep 
Score: -14516133.000000 Penalty: 1146.708374
	Iteration 36Q: 3 clusters Score -1.451613e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 261688 members 
Entering Unmasked Estep 
Score: -14516854.000000 Penalty: 1146.708374
	Iteration 37Q: 3 clusters Score -1.451685e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 264185 members 
Entering Unmasked Estep 
Score: -14517457.000000 Penalty: 1146.708374
	Iteration 38Q: 3 clusters Score -1.451746e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 266503 members 
Entering Unmasked Estep 
Score: -14518017.000000 Penalty: 1146.708374
	Iteration 39Q: 3 clusters Score -1.451802e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 268747 members 
Entering Unmasked Estep 
Score: -14518525.000000 Penalty: 1146.708374
	Iteration 40F: 3 clusters Score -1.451852e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 270910 members 
Entering Unmasked Estep 
Score: -14518969.000000 Penalty: 1146.708374
	Iteration 41Q: 3 clusters Score -1.451897e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -14519444.000000 Penalty: 1146.708374
	Iteration 42Q: 3 clusters Score -1.451944e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 274715 members 
Entering Unmasked Estep 
Score: -14519963.000000 Penalty: 1146.708374
	Iteration 43Q: 3 clusters Score -1.451996e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 276448 members 
Entering Unmasked Estep 
Score: -14520399.000000 Penalty: 1146.708374
	Iteration 44Q: 3 clusters Score -1.45204e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 278072 members 
Entering Unmasked Estep 
Score: -14520806.000000 Penalty: 1146.708374
	Iteration 45Q: 3 clusters Score -1.452081e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 279601 members 
Entering Unmasked Estep 
Score: -14521259.000000 Penalty: 1146.708374
	Iteration 46Q: 3 clusters Score -1.452126e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 281031 members 
Entering Unmasked Estep 
Score: -14521585.000000 Penalty: 1146.708374
	Iteration 47Q: 3 clusters Score -1.452158e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 282383 members 
Entering Unmasked Estep 
Score: -14521878.000000 Penalty: 1146.708374
	Iteration 48Q: 3 clusters Score -1.452188e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 283646 members 
Entering Unmasked Estep 
Score: -14522201.000000 Penalty: 1146.708374
	Iteration 49Q: 3 clusters Score -1.45222e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 284856 members 
Entering Unmasked Estep 
Score: -14522466.000000 Penalty: 1146.708374
	Iteration 50Q: 3 clusters Score -1.452247e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 286014 members 
Entering Unmasked Estep 
Score: -14522702.000000 Penalty: 1146.708374
	Iteration 51Q: 3 clusters Score -1.45227e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 287080 members 
Entering Unmasked Estep 
Score: -14522843.000000 Penalty: 1146.708374
	Iteration 52Q: 3 clusters Score -1.452284e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 288077 members 
Entering Unmasked Estep 
Score: -14523084.000000 Penalty: 1146.708374
	Iteration 53Q: 3 clusters Score -1.452308e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 289024 members 
Entering Unmasked Estep 
Score: -14523238.000000 Penalty: 1146.708374
	Iteration 54Q: 3 clusters Score -1.452324e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 289927 members 
Entering Unmasked Estep 
Score: -14523441.000000 Penalty: 1146.708374
	Iteration 55Q: 3 clusters Score -1.452344e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 290779 members 
Entering Unmasked Estep 
Score: -14523585.000000 Penalty: 1146.708374
	Iteration 56Q: 3 clusters Score -1.452358e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 291594 members 
Entering Unmasked Estep 
Score: -14523662.000000 Penalty: 1146.708374
	Iteration 57Q: 3 clusters Score -1.452366e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 292360 members 
Entering Unmasked Estep 
Score: -14523930.000000 Penalty: 1146.708374
	Iteration 58Q: 3 clusters Score -1.452393e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 293083 members 
Entering Unmasked Estep 
Score: -14524100.000000 Penalty: 1146.708374
	Iteration 59Q: 3 clusters Score -1.45241e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 293722 members 
Entering Unmasked Estep 
Score: -14524056.000000 Penalty: 1146.708374
	Iteration 60F: 3 clusters Score -1.452406e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 294278 members 
Entering Unmasked Estep 
Score: -14524060.000000 Penalty: 1146.708374
	Iteration 61Q: 3 clusters Score -1.452406e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 294761 members 
Entering Unmasked Estep 
Score: -14524134.000000 Penalty: 1146.708374
	Iteration 62Q: 3 clusters Score -1.452413e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 295148 members 
Entering Unmasked Estep 
Score: -14524138.000000 Penalty: 1146.708374
	Iteration 63Q: 3 clusters Score -1.452414e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 295429 members 
Entering Unmasked Estep 
Score: -14524132.000000 Penalty: 1146.708374
	Iteration 64Q: 3 clusters Score -1.452413e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 295669 members 
Entering Unmasked Estep 
Score: -14524173.000000 Penalty: 1146.708374
	Iteration 65Q: 3 clusters Score -1.452417e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 295858 members 
Entering Unmasked Estep 
Score: -14524220.000000 Penalty: 1146.708374
	Iteration 66Q: 3 clusters Score -1.452422e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 296008 members 
Entering Unmasked Estep 
Score: -14524252.000000 Penalty: 1146.708374
	Iteration 67Q: 3 clusters Score -1.452425e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 296112 members 
Entering Unmasked Estep 
Score: -14524268.000000 Penalty: 1146.708374
	Iteration 68Q: 3 clusters Score -1.452427e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 296195 members 
Entering Unmasked Estep 
Score: -14524291.000000 Penalty: 1146.708374
	Iteration 69Q: 3 clusters Score -1.452429e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 296281 members 
Entering Unmasked Estep 
Score: -14524351.000000 Penalty: 1146.708374
	Iteration 70Q: 3 clusters Score -1.452435e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 296346 members 
Entering Unmasked Estep 
Score: -14524369.000000 Penalty: 1146.708374
	Iteration 71Q: 3 clusters Score -1.452437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 296394 members 
Entering Unmasked Estep 
Score: -14524390.000000 Penalty: 1146.708374
	Iteration 72Q: 3 clusters Score -1.452439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 296434 members 
Entering Unmasked Estep 
Score: -14524417.000000 Penalty: 1146.708374
	Iteration 73Q: 3 clusters Score -1.452442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 296465 members 
Entering Unmasked Estep 
Score: -14524423.000000 Penalty: 1146.708374
	Iteration 74Q: 3 clusters Score -1.452442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 296489 members 
Entering Unmasked Estep 
Score: -14524444.000000 Penalty: 1146.708374
	Iteration 75Q: 3 clusters Score -1.452444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 296515 members 
Entering Unmasked Estep 
Score: -14524453.000000 Penalty: 1146.708374
	Iteration 76Q: 3 clusters Score -1.452445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296527 members 
Entering Unmasked Estep 
Score: -14524457.000000 Penalty: 1146.708374
	Iteration 77Q: 3 clusters Score -1.452446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296538 members 
Entering Unmasked Estep 
Score: -14524459.000000 Penalty: 1146.708374
	Iteration 78Q: 3 clusters Score -1.452446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 296550 members 
Entering Unmasked Estep 
Score: -14524468.000000 Penalty: 1146.708374
	Iteration 79Q: 3 clusters Score -1.452447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 296555 members 
Entering Unmasked Estep 
Score: -14524479.000000 Penalty: 1146.708374
	Iteration 80F: 3 clusters Score -1.452448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 296563 members 
Entering Unmasked Estep 
Score: -14524482.000000 Penalty: 1146.708374
	Iteration 81Q: 3 clusters Score -1.452448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296572 members 
Entering Unmasked Estep 
Score: -14524479.000000 Penalty: 1146.708374
	Iteration 82Q: 3 clusters Score -1.452448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296577 members 
Entering Unmasked Estep 
Score: -14524477.000000 Penalty: 1146.708374
	Iteration 83Q: 3 clusters Score -1.452448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 296579 members 
Entering Unmasked Estep 
Score: -14524477.000000 Penalty: 1146.708374
	Iteration 84Q: 3 clusters Score -1.452448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 296580 members 
Entering Unmasked Estep 
Score: -14524478.000000 Penalty: 1146.708374
	Iteration 85Q: 3 clusters Score -1.452448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 296579 members 
Entering Unmasked Estep 
Score: -14524476.000000 Penalty: 1146.708374
	Iteration 86Q: 3 clusters Score -1.452448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 296579 members 
Entering Unmasked Estep 
Score: -14524476.000000 Penalty: 1146.708374
	Iteration 87F: 3 clusters Score -1.452448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 10404 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80848 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 12408 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78654 members 
Mstep: Class 23 contains 296912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300694.000000 Penalty: 13794.784180
Iteration 319Q: 24 clusters Score -2.530069e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 10411 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80860 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 12404 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78583 members 
Mstep: Class 23 contains 296946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300672.000000 Penalty: 13794.784180
Iteration 320F: 24 clusters Score -2.530067e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2971 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80869 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 2703 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 78508 members 
Mstep: Class 23 contains 296993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300666.000000 Penalty: 13794.784180
Iteration 321Q: 24 clusters Score -2.530067e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 10427 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80878 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24044 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3160 members 
Mstep: Class 20 contains 12414 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 78441 members 
Mstep: Class 23 contains 297038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300634.000000 Penalty: 13794.784180
Iteration 322Q: 24 clusters Score -2.530063e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 10435 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80885 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24026 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78373 members 
Mstep: Class 23 contains 297085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300620.000000 Penalty: 13794.784180
Iteration 323Q: 24 clusters Score -2.530062e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80896 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 24007 members 
Mstep: Class 14 contains 2708 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3171 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78295 members 
Mstep: Class 23 contains 297149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300616.000000 Penalty: 13794.784180
Iteration 324Q: 24 clusters Score -2.530062e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 10447 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80904 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23982 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3176 members 
Mstep: Class 20 contains 12439 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78220 members 
Mstep: Class 23 contains 297223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300630.000000 Penalty: 13794.784180
Iteration 325Q: 24 clusters Score -2.530063e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23962 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78158 members 
Mstep: Class 23 contains 297283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300618.000000 Penalty: 13794.784180
Iteration 326Q: 24 clusters Score -2.530062e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 10454 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23936 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78092 members 
Mstep: Class 23 contains 297354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300604.000000 Penalty: 13794.784180
Iteration 327Q: 24 clusters Score -2.53006e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 10460 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23911 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 78016 members 
Mstep: Class 23 contains 297429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300590.000000 Penalty: 13794.784180
Iteration 328Q: 24 clusters Score -2.530059e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 10471 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80927 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23877 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77935 members 
Mstep: Class 23 contains 297510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300602.000000 Penalty: 13794.784180
Iteration 329Q: 24 clusters Score -2.53006e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23839 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77865 members 
Mstep: Class 23 contains 297578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300654.000000 Penalty: 13794.784180
Iteration 330Q: 24 clusters Score -2.530065e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80939 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23801 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 12488 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77801 members 
Mstep: Class 23 contains 297644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300612.000000 Penalty: 13794.784180
Iteration 331Q: 24 clusters Score -2.530061e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80942 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23750 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 20 contains 12500 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77748 members 
Mstep: Class 23 contains 297707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300594.000000 Penalty: 13794.784180
Iteration 332Q: 24 clusters Score -2.530059e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 10529 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80955 members 
Mstep: Class 10 contains 3945 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23698 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77693 members 
Mstep: Class 23 contains 297770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300594.000000 Penalty: 13794.784180
Iteration 333Q: 24 clusters Score -2.530059e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80967 members 
Mstep: Class 10 contains 3945 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23651 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3231 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77624 members 
Mstep: Class 23 contains 297845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300552.000000 Penalty: 13794.784180
Iteration 334Q: 24 clusters Score -2.530055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80980 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23612 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3235 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77553 members 
Mstep: Class 23 contains 297913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300550.000000 Penalty: 13794.784180
Iteration 335Q: 24 clusters Score -2.530055e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 10571 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80988 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23564 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3243 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 77481 members 
Mstep: Class 23 contains 297988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300536.000000 Penalty: 13794.784180
Iteration 336Q: 24 clusters Score -2.530054e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5583 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80991 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23520 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3249 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 77409 members 
Mstep: Class 23 contains 298065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300552.000000 Penalty: 13794.784180
Iteration 337Q: 24 clusters Score -2.530055e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80996 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 77337 members 
Mstep: Class 23 contains 298133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300598.000000 Penalty: 13794.784180
Iteration 338Q: 24 clusters Score -2.53006e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 10606 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 80997 members 
Mstep: Class 10 contains 3942 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23448 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 77277 members 
Mstep: Class 23 contains 298205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300634.000000 Penalty: 13794.784180
Iteration 339Q: 24 clusters Score -2.530063e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81001 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23406 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3274 members 
Mstep: Class 20 contains 12555 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 77200 members 
Mstep: Class 23 contains 298281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300652.000000 Penalty: 13794.784180
Iteration 340F: 24 clusters Score -2.530065e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 10634 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81004 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23375 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3278 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 77108 members 
Mstep: Class 23 contains 298373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300592.000000 Penalty: 13794.784180
Iteration 341Q: 24 clusters Score -2.530059e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 10651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81009 members 
Mstep: Class 10 contains 3939 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23342 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 77021 members 
Mstep: Class 23 contains 298456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300572.000000 Penalty: 13794.784180
Iteration 342Q: 24 clusters Score -2.530057e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 10663 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81014 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 12596 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76953 members 
Mstep: Class 23 contains 298531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300574.000000 Penalty: 13794.784180
Iteration 343Q: 24 clusters Score -2.530057e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 10672 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81015 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 12612 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76897 members 
Mstep: Class 23 contains 298589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300574.000000 Penalty: 13794.784180
Iteration 344Q: 24 clusters Score -2.530057e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81012 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3290 members 
Mstep: Class 20 contains 12631 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76835 members 
Mstep: Class 23 contains 298655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300578.000000 Penalty: 13794.784180
Iteration 345Q: 24 clusters Score -2.530058e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 10717 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81022 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23183 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 12649 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76768 members 
Mstep: Class 23 contains 298704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300558.000000 Penalty: 13794.784180
Iteration 346Q: 24 clusters Score -2.530056e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81026 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23148 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 12656 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76676 members 
Mstep: Class 23 contains 298782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300574.000000 Penalty: 13794.784180
Iteration 347Q: 24 clusters Score -2.530057e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81032 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23122 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 12661 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76603 members 
Mstep: Class 23 contains 298842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300526.000000 Penalty: 13794.784180
Iteration 348Q: 24 clusters Score -2.530053e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81038 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23107 members 
Mstep: Class 14 contains 2754 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3313 members 
Mstep: Class 20 contains 12661 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76516 members 
Mstep: Class 23 contains 298896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300592.000000 Penalty: 13794.784180
Iteration 349Q: 24 clusters Score -2.530059e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 10800 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81043 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23090 members 
Mstep: Class 14 contains 2758 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3316 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76429 members 
Mstep: Class 23 contains 298957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300560.000000 Penalty: 13794.784180
Iteration 350Q: 24 clusters Score -2.530056e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 10813 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81055 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23072 members 
Mstep: Class 14 contains 2761 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 12666 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76334 members 
Mstep: Class 23 contains 299022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300592.000000 Penalty: 13794.784180
Iteration 351Q: 24 clusters Score -2.530059e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81067 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23050 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 12678 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76227 members 
Mstep: Class 23 contains 299103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300586.000000 Penalty: 13794.784180
Iteration 352Q: 24 clusters Score -2.530059e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81092 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 23022 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76118 members 
Mstep: Class 23 contains 299183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300578.000000 Penalty: 13794.784180
Iteration 353Q: 24 clusters Score -2.530058e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 10851 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81119 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22987 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 76017 members 
Mstep: Class 23 contains 299248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300574.000000 Penalty: 13794.784180
Iteration 354Q: 24 clusters Score -2.530057e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81145 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22957 members 
Mstep: Class 14 contains 2775 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75906 members 
Mstep: Class 23 contains 299326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300580.000000 Penalty: 13794.784180
Iteration 355Q: 24 clusters Score -2.530058e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81175 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22910 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 3342 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75814 members 
Mstep: Class 23 contains 299391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300564.000000 Penalty: 13794.784180
Iteration 356Q: 24 clusters Score -2.530056e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81202 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22866 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3343 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75713 members 
Mstep: Class 23 contains 299468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300528.000000 Penalty: 13794.784180
Iteration 357Q: 24 clusters Score -2.530053e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 10924 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81225 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22827 members 
Mstep: Class 14 contains 2797 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 12778 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75621 members 
Mstep: Class 23 contains 299535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300506.000000 Penalty: 13794.784180
Iteration 358Q: 24 clusters Score -2.530051e+07 nChanged 192
Entering ConstructFrom: 
Score: -25300506.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9225.739258 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9225.739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9297.799805 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9330.011719 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9330.012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9335.499023 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9335.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9336.570312 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9336.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9337.967773 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9337.968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9339.223633 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9339.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9340.727539 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9340.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9340.727539 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -9340.728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -119630.250000 Penalty: 354.814148
	Iteration 0F: 2 clusters Score -119630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -117870.718750 Penalty: 709.628296
	Iteration 0F: 3 clusters Score -117870.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -118489.234375 Penalty: 709.628296
	Iteration 1F: 3 clusters Score -118489.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -118635.695312 Penalty: 709.628296
	Iteration 2F: 3 clusters Score -118635.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -118772.273438 Penalty: 709.628296
	Iteration 3F: 3 clusters Score -118772.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118914.453125 Penalty: 709.628296
	Iteration 4F: 3 clusters Score -118914.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119036.632812 Penalty: 709.628296
	Iteration 5F: 3 clusters Score -119036.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -119135.656250 Penalty: 709.628296
	Iteration 6F: 3 clusters Score -119135.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119221.671875 Penalty: 709.628296
	Iteration 7Q: 3 clusters Score -119221.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119277.617188 Penalty: 709.628296
	Iteration 8Q: 3 clusters Score -119277.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119324.148438 Penalty: 709.628296
	Iteration 9Q: 3 clusters Score -119324.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119354.132812 Penalty: 709.628296
	Iteration 10Q: 3 clusters Score -119354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -119368.445312 Penalty: 709.628296
	Iteration 11Q: 3 clusters Score -119368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119374.992188 Penalty: 709.628296
	Iteration 12Q: 3 clusters Score -119375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -119380.531250 Penalty: 709.628296
	Iteration 13Q: 3 clusters Score -119380.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -119387.539062 Penalty: 709.628296
	Iteration 14Q: 3 clusters Score -119387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -119390.437500 Penalty: 709.628296
	Iteration 15Q: 3 clusters Score -119390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -119392.351562 Penalty: 709.628296
	Iteration 16Q: 3 clusters Score -119392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -119392.578125 Penalty: 709.628296
	Iteration 17Q: 3 clusters Score -119392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -119393.796875 Penalty: 709.628296
	Iteration 18Q: 3 clusters Score -119393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -119394.148438 Penalty: 709.628296
	Iteration 19Q: 3 clusters Score -119394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -119394.476562 Penalty: 709.628296
	Iteration 20F: 3 clusters Score -119394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -119395.281250 Penalty: 709.628296
	Iteration 21Q: 3 clusters Score -119395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119397.820312 Penalty: 709.628296
	Iteration 22Q: 3 clusters Score -119397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119400.992188 Penalty: 709.628296
	Iteration 23Q: 3 clusters Score -119401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -119404.539062 Penalty: 709.628296
	Iteration 24Q: 3 clusters Score -119404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -119412.992188 Penalty: 709.628296
	Iteration 25Q: 3 clusters Score -119413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -119424.687500 Penalty: 709.628296
	Iteration 26Q: 3 clusters Score -119424.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119437.210938 Penalty: 709.628296
	Iteration 27Q: 3 clusters Score -119437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -119441.273438 Penalty: 709.628296
	Iteration 28Q: 3 clusters Score -119441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119444.898438 Penalty: 709.628296
	Iteration 29Q: 3 clusters Score -119444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -119447.140625 Penalty: 709.628296
	Iteration 30Q: 3 clusters Score -119447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -119448.703125 Penalty: 709.628296
	Iteration 31Q: 3 clusters Score -119448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -119448.867188 Penalty: 709.628296
	Iteration 32Q: 3 clusters Score -119448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -119449.054688 Penalty: 709.628296
	Iteration 33Q: 3 clusters Score -119449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -119449.375000 Penalty: 709.628296
	Iteration 34Q: 3 clusters Score -119449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -119449.375000 Penalty: 709.628296
	Iteration 35F: 3 clusters Score -119449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -130558.054688 Penalty: 355.241699
	Iteration 0F: 2 clusters Score -130558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -128826.945312 Penalty: 710.483398
	Iteration 0F: 3 clusters Score -128826.9 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -129347.648438 Penalty: 710.483398
	Iteration 1F: 3 clusters Score -129347.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -129423.593750 Penalty: 710.483398
	Iteration 2F: 3 clusters Score -129423.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -129502.101562 Penalty: 710.483398
	Iteration 3F: 3 clusters Score -129502.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -129590.984375 Penalty: 710.483398
	Iteration 4F: 3 clusters Score -129591 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -129713.515625 Penalty: 710.483398
	Iteration 5F: 3 clusters Score -129713.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -129833.351562 Penalty: 710.483398
	Iteration 6F: 3 clusters Score -129833.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -129933.937500 Penalty: 710.483398
	Iteration 7Q: 3 clusters Score -129933.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -130027.984375 Penalty: 710.483398
	Iteration 8Q: 3 clusters Score -130028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -130084.468750 Penalty: 710.483398
	Iteration 9Q: 3 clusters Score -130084.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -130121.750000 Penalty: 710.483398
	Iteration 10Q: 3 clusters Score -130121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -130144.406250 Penalty: 710.483398
	Iteration 11Q: 3 clusters Score -130144.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -130169.679688 Penalty: 710.483398
	Iteration 12Q: 3 clusters Score -130169.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -130194.953125 Penalty: 710.483398
	Iteration 13Q: 3 clusters Score -130195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -130208.687500 Penalty: 710.483398
	Iteration 14Q: 3 clusters Score -130208.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -130219.765625 Penalty: 710.483398
	Iteration 15Q: 3 clusters Score -130219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -130225.609375 Penalty: 710.483398
	Iteration 16Q: 3 clusters Score -130225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -130227.953125 Penalty: 710.483398
	Iteration 17Q: 3 clusters Score -130228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -130228.617188 Penalty: 710.483398
	Iteration 18Q: 3 clusters Score -130228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -130230.820312 Penalty: 710.483398
	Iteration 19Q: 3 clusters Score -130230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -130233.062500 Penalty: 710.483398
	Iteration 20F: 3 clusters Score -130233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -130234.156250 Penalty: 710.483398
	Iteration 21Q: 3 clusters Score -130234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -130235.640625 Penalty: 710.483398
	Iteration 22Q: 3 clusters Score -130235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -130235.640625 Penalty: 710.483398
	Iteration 23F: 3 clusters Score -130235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -132804.031250 Penalty: 365.116364
	Iteration 0F: 2 clusters Score -132804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -130649.234375 Penalty: 730.232727
	Iteration 0F: 3 clusters Score -130649.2 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -131345.359375 Penalty: 730.232727
	Iteration 1F: 3 clusters Score -131345.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -131449.421875 Penalty: 730.232727
	Iteration 2F: 3 clusters Score -131449.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -131591.937500 Penalty: 730.232727
	Iteration 3F: 3 clusters Score -131591.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131760.312500 Penalty: 730.232727
	Iteration 4F: 3 clusters Score -131760.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131926.640625 Penalty: 730.232727
	Iteration 5F: 3 clusters Score -131926.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132105.656250 Penalty: 730.232727
	Iteration 6F: 3 clusters Score -132105.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -132256.265625 Penalty: 730.232727
	Iteration 7F: 3 clusters Score -132256.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132387.390625 Penalty: 730.232727
	Iteration 8Q: 3 clusters Score -132387.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -132464.125000 Penalty: 730.232727
	Iteration 9Q: 3 clusters Score -132464.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -132510.328125 Penalty: 730.232727
	Iteration 10Q: 3 clusters Score -132510.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132528.015625 Penalty: 730.232727
	Iteration 11Q: 3 clusters Score -132528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -132540.531250 Penalty: 730.232727
	Iteration 12Q: 3 clusters Score -132540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -132549.265625 Penalty: 730.232727
	Iteration 13Q: 3 clusters Score -132549.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -132554.906250 Penalty: 730.232727
	Iteration 14Q: 3 clusters Score -132554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -132560.812500 Penalty: 730.232727
	Iteration 15Q: 3 clusters Score -132560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -132568.781250 Penalty: 730.232727
	Iteration 16Q: 3 clusters Score -132568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -132575.359375 Penalty: 730.232727
	Iteration 17Q: 3 clusters Score -132575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -132577.718750 Penalty: 730.232727
	Iteration 18Q: 3 clusters Score -132577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -132579.109375 Penalty: 730.232727
	Iteration 19Q: 3 clusters Score -132579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -132580.984375 Penalty: 730.232727
	Iteration 20F: 3 clusters Score -132581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -132581.718750 Penalty: 730.232727
	Iteration 21Q: 3 clusters Score -132581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -132582.296875 Penalty: 730.232727
	Iteration 22Q: 3 clusters Score -132582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -132583.671875 Penalty: 730.232727
	Iteration 23Q: 3 clusters Score -132583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -132583.921875 Penalty: 730.232727
	Iteration 24Q: 3 clusters Score -132583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -132583.921875 Penalty: 730.232727
	Iteration 25F: 3 clusters Score -132583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39661.515625 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39661.52 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -39869.925781 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39869.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39900.421875 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39900.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39923.910156 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -39923.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39944.746094 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -39944.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39971.453125 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -39971.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40022.757812 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -40022.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -40117.175781 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -40117.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40169.480469 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40169.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40192.410156 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40192.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -40212.320312 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40212.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -40239.558594 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40239.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -40266.917969 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40266.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -40285.863281 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40285.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -40309.632812 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40309.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -40331.042969 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40331.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -40353.570312 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40353.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -40384.695312 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40384.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -40397.417969 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40397.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -40404.406250 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40404.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -40412.945312 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40412.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -40416.781250 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40416.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -40417.222656 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40417.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -40417.222656 Penalty: 615.828247
	Iteration 23F: 3 clusters Score -40417.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81248 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22794 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 12792 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75547 members 
Mstep: Class 23 contains 299589 members 
Mstep: Class 24 contains 722 members 
Entering Unmasked Estep 
Score: -25300258.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25300506.000000 to -25300258.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -256586.937500 Penalty: 392.190369
	Iteration 0F: 2 clusters Score -256586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -252830.328125 Penalty: 784.380737
	Iteration 0F: 3 clusters Score -252830.3 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -254209.796875 Penalty: 784.380737
	Iteration 1F: 3 clusters Score -254209.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -254313.531250 Penalty: 784.380737
	Iteration 2F: 3 clusters Score -254313.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -254420.171875 Penalty: 784.380737
	Iteration 3Q: 3 clusters Score -254420.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -254564.453125 Penalty: 784.380737
	Iteration 4Q: 3 clusters Score -254564.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -254775.968750 Penalty: 784.380737
	Iteration 5F: 3 clusters Score -254776 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -255082.562500 Penalty: 784.380737
	Iteration 6F: 3 clusters Score -255082.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -255437.171875 Penalty: 784.380737
	Iteration 7F: 3 clusters Score -255437.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -255784.281250 Penalty: 784.380737
	Iteration 8F: 3 clusters Score -255784.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -256014.468750 Penalty: 784.380737
	Iteration 9Q: 3 clusters Score -256014.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -256138.250000 Penalty: 784.380737
	Iteration 10Q: 3 clusters Score -256138.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -256198.796875 Penalty: 784.380737
	Iteration 11Q: 3 clusters Score -256198.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -256237.609375 Penalty: 784.380737
	Iteration 12Q: 3 clusters Score -256237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -256255.531250 Penalty: 784.380737
	Iteration 13Q: 3 clusters Score -256255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -256259.984375 Penalty: 784.380737
	Iteration 14Q: 3 clusters Score -256260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -256265.156250 Penalty: 784.380737
	Iteration 15Q: 3 clusters Score -256265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -256268.218750 Penalty: 784.380737
	Iteration 16Q: 3 clusters Score -256268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -256268.218750 Penalty: 784.380737
	Iteration 17F: 3 clusters Score -256268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Entering Unmasked Estep 
Score: -519124.937500 Penalty: 423.133270
	Iteration 0F: 2 clusters Score -519124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -511775.281250 Penalty: 846.266541
	Iteration 0F: 3 clusters Score -511775.3 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -514706.312500 Penalty: 846.266541
	Iteration 1F: 3 clusters Score -514706.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -514911.906250 Penalty: 846.266541
	Iteration 2Q: 3 clusters Score -514911.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -515237.875000 Penalty: 846.266541
	Iteration 3F: 3 clusters Score -515237.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -515787.437500 Penalty: 846.266541
	Iteration 4F: 3 clusters Score -515787.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -516472.187500 Penalty: 846.266541
	Iteration 5F: 3 clusters Score -516472.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -517250.593750 Penalty: 846.266541
	Iteration 6F: 3 clusters Score -517250.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -517896.312500 Penalty: 846.266541
	Iteration 7F: 3 clusters Score -517896.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -518356.375000 Penalty: 846.266541
	Iteration 8Q: 3 clusters Score -518356.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -518561.875000 Penalty: 846.266541
	Iteration 9Q: 3 clusters Score -518561.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -518657.593750 Penalty: 846.266541
	Iteration 10Q: 3 clusters Score -518657.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -518730.500000 Penalty: 846.266541
	Iteration 11Q: 3 clusters Score -518730.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -518773.250000 Penalty: 846.266541
	Iteration 12Q: 3 clusters Score -518773.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -518811.625000 Penalty: 846.266541
	Iteration 13Q: 3 clusters Score -518811.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -518842.218750 Penalty: 846.266541
	Iteration 14Q: 3 clusters Score -518842.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -518862.406250 Penalty: 846.266541
	Iteration 15Q: 3 clusters Score -518862.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -518881.468750 Penalty: 846.266541
	Iteration 16Q: 3 clusters Score -518881.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -518899.375000 Penalty: 846.266541
	Iteration 17Q: 3 clusters Score -518899.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -518910.281250 Penalty: 846.266541
	Iteration 18Q: 3 clusters Score -518910.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -518916.281250 Penalty: 846.266541
	Iteration 19Q: 3 clusters Score -518916.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -518923.906250 Penalty: 846.266541
	Iteration 20F: 3 clusters Score -518923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -518927.750000 Penalty: 846.266541
	Iteration 21Q: 3 clusters Score -518927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -518932.687500 Penalty: 846.266541
	Iteration 22Q: 3 clusters Score -518932.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -518936.031250 Penalty: 846.266541
	Iteration 23Q: 3 clusters Score -518936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -518939.812500 Penalty: 846.266541
	Iteration 24Q: 3 clusters Score -518939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -518944.906250 Penalty: 846.266541
	Iteration 25Q: 3 clusters Score -518944.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -518945.437500 Penalty: 846.266541
	Iteration 26Q: 3 clusters Score -518945.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -518946.187500 Penalty: 846.266541
	Iteration 27Q: 3 clusters Score -518946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -518948.968750 Penalty: 846.266541
	Iteration 28Q: 3 clusters Score -518949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -518949.812500 Penalty: 846.266541
	Iteration 29Q: 3 clusters Score -518949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -518951.406250 Penalty: 846.266541
	Iteration 30Q: 3 clusters Score -518951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -518952.218750 Penalty: 846.266541
	Iteration 31Q: 3 clusters Score -518952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -518953.656250 Penalty: 846.266541
	Iteration 32Q: 3 clusters Score -518953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -518954.281250 Penalty: 846.266541
	Iteration 33Q: 3 clusters Score -518954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -518954.281250 Penalty: 846.266541
	Iteration 34Q: 3 clusters Score -518954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -518954.937500 Penalty: 846.266541
	Iteration 35Q: 3 clusters Score -518954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -518956.218750 Penalty: 846.266541
	Iteration 36Q: 3 clusters Score -518956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -518956.531250 Penalty: 846.266541
	Iteration 37Q: 3 clusters Score -518956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -518956.000000 Penalty: 846.266541
	Iteration 38Q: 3 clusters Score -518956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -518957.093750 Penalty: 846.266541
	Iteration 39Q: 3 clusters Score -518957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -518957.125000 Penalty: 846.266541
	Iteration 40F: 3 clusters Score -518957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17696.072266 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17696.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17291.478516 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17291.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17419.421875 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17419.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17435.093750 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17435.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17439.115234 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -17439.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17441.818359 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17441.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17449.513672 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17449.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17453.609375 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17453.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17458.289062 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17458.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17463.357422 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17463.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17467.390625 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17467.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17470.957031 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17470.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17475.283203 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17475.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17476.865234 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17476.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17481.146484 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -17481.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17490.833984 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -17490.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -17495.880859 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -17495.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17497.792969 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -17497.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17498.955078 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -17498.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17500.224609 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -17500.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17500.572266 Penalty: 540.555603
	Iteration 19Q: 3 clusters Score -17500.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17500.572266 Penalty: 540.555603
	Iteration 20F: 3 clusters Score -17500.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Entering Unmasked Estep 
Score: -4119724.500000 Penalty: 514.389404
	Iteration 0F: 2 clusters Score -4119724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4065002.250000 Penalty: 1028.778809
	Iteration 0F: 3 clusters Score -4065002 nChanged 39601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -4088948.750000 Penalty: 1028.778809
	Iteration 1F: 3 clusters Score -4088949 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -4090715.750000 Penalty: 1028.778809
	Iteration 2F: 3 clusters Score -4090716 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -4093658.250000 Penalty: 1028.778809
	Iteration 3F: 3 clusters Score -4093658 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -4098158.750000 Penalty: 1028.778809
	Iteration 4F: 3 clusters Score -4098159 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -4104017.500000 Penalty: 1028.778809
	Iteration 5F: 3 clusters Score -4104018 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -4109359.250000 Penalty: 1028.778809
	Iteration 6F: 3 clusters Score -4109359 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -4112910.750000 Penalty: 1028.778809
	Iteration 7Q: 3 clusters Score -4112911 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -4114682.250000 Penalty: 1028.778809
	Iteration 8Q: 3 clusters Score -4114682 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -4115581.750000 Penalty: 1028.778809
	Iteration 9Q: 3 clusters Score -4115582 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -4116209.250000 Penalty: 1028.778809
	Iteration 10Q: 3 clusters Score -4116209 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -4116753.250000 Penalty: 1028.778809
	Iteration 11Q: 3 clusters Score -4116753 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -4117164.000000 Penalty: 1028.778809
	Iteration 12Q: 3 clusters Score -4117164 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -4117487.000000 Penalty: 1028.778809
	Iteration 13Q: 3 clusters Score -4117487 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -4117718.000000 Penalty: 1028.778809
	Iteration 14Q: 3 clusters Score -4117718 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -4117915.250000 Penalty: 1028.778809
	Iteration 15Q: 3 clusters Score -4117915 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -4118056.000000 Penalty: 1028.778809
	Iteration 16Q: 3 clusters Score -4118056 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -4118167.250000 Penalty: 1028.778809
	Iteration 17Q: 3 clusters Score -4118167 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -4118266.250000 Penalty: 1028.778809
	Iteration 18Q: 3 clusters Score -4118266 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -4118377.000000 Penalty: 1028.778809
	Iteration 19Q: 3 clusters Score -4118377 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -4118444.250000 Penalty: 1028.778809
	Iteration 20F: 3 clusters Score -4118444 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -4118528.000000 Penalty: 1028.778809
	Iteration 21Q: 3 clusters Score -4118528 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -4118587.500000 Penalty: 1028.778809
	Iteration 22Q: 3 clusters Score -4118588 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -4118655.250000 Penalty: 1028.778809
	Iteration 23Q: 3 clusters Score -4118655 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -4118694.000000 Penalty: 1028.778809
	Iteration 24Q: 3 clusters Score -4118694 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -4118759.500000 Penalty: 1028.778809
	Iteration 25Q: 3 clusters Score -4118760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -4118809.750000 Penalty: 1028.778809
	Iteration 26Q: 3 clusters Score -4118810 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -4118847.750000 Penalty: 1028.778809
	Iteration 27Q: 3 clusters Score -4118848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -4118874.750000 Penalty: 1028.778809
	Iteration 28Q: 3 clusters Score -4118875 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -4118903.250000 Penalty: 1028.778809
	Iteration 29Q: 3 clusters Score -4118903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -4118928.500000 Penalty: 1028.778809
	Iteration 30Q: 3 clusters Score -4118928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -4118948.750000 Penalty: 1028.778809
	Iteration 31Q: 3 clusters Score -4118949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -4118967.500000 Penalty: 1028.778809
	Iteration 32Q: 3 clusters Score -4118968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -4118993.250000 Penalty: 1028.778809
	Iteration 33Q: 3 clusters Score -4118993 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -4119018.750000 Penalty: 1028.778809
	Iteration 34Q: 3 clusters Score -4119019 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -4119044.750000 Penalty: 1028.778809
	Iteration 35Q: 3 clusters Score -4119045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -4119061.000000 Penalty: 1028.778809
	Iteration 36Q: 3 clusters Score -4119061 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -4119089.500000 Penalty: 1028.778809
	Iteration 37Q: 3 clusters Score -4119090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -4119097.250000 Penalty: 1028.778809
	Iteration 38Q: 3 clusters Score -4119097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -4119127.750000 Penalty: 1028.778809
	Iteration 39Q: 3 clusters Score -4119128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -4119146.500000 Penalty: 1028.778809
	Iteration 40F: 3 clusters Score -4119146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -4119159.250000 Penalty: 1028.778809
	Iteration 41Q: 3 clusters Score -4119159 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -4119172.000000 Penalty: 1028.778809
	Iteration 42Q: 3 clusters Score -4119172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -4119174.250000 Penalty: 1028.778809
	Iteration 43Q: 3 clusters Score -4119174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -4119194.500000 Penalty: 1028.778809
	Iteration 44Q: 3 clusters Score -4119194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -4119193.750000 Penalty: 1028.778809
	Iteration 45Q: 3 clusters Score -4119194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -4119208.000000 Penalty: 1028.778809
	Iteration 46Q: 3 clusters Score -4119208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -4119229.250000 Penalty: 1028.778809
	Iteration 47Q: 3 clusters Score -4119229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -4119239.500000 Penalty: 1028.778809
	Iteration 48Q: 3 clusters Score -4119240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -4119251.250000 Penalty: 1028.778809
	Iteration 49Q: 3 clusters Score -4119251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -4119261.250000 Penalty: 1028.778809
	Iteration 50Q: 3 clusters Score -4119261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -4119257.750000 Penalty: 1028.778809
	Iteration 51Q: 3 clusters Score -4119258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -4119255.000000 Penalty: 1028.778809
	Iteration 52Q: 3 clusters Score -4119255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -4119268.000000 Penalty: 1028.778809
	Iteration 53Q: 3 clusters Score -4119268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -4119266.250000 Penalty: 1028.778809
	Iteration 54Q: 3 clusters Score -4119266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -4119262.750000 Penalty: 1028.778809
	Iteration 55Q: 3 clusters Score -4119263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -4119259.750000 Penalty: 1028.778809
	Iteration 56Q: 3 clusters Score -4119260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -4119268.250000 Penalty: 1028.778809
	Iteration 57Q: 3 clusters Score -4119268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -4119276.000000 Penalty: 1028.778809
	Iteration 58Q: 3 clusters Score -4119276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -4119285.000000 Penalty: 1028.778809
	Iteration 59Q: 3 clusters Score -4119285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -4119289.750000 Penalty: 1028.778809
	Iteration 60F: 3 clusters Score -4119290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -4119289.000000 Penalty: 1028.778809
	Iteration 61Q: 3 clusters Score -4119289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -4119295.250000 Penalty: 1028.778809
	Iteration 62Q: 3 clusters Score -4119295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -4119285.750000 Penalty: 1028.778809
	Iteration 63Q: 3 clusters Score -4119286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -4119288.750000 Penalty: 1028.778809
	Iteration 64Q: 3 clusters Score -4119289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -4119290.750000 Penalty: 1028.778809
	Iteration 65Q: 3 clusters Score -4119291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -4119291.500000 Penalty: 1028.778809
	Iteration 66Q: 3 clusters Score -4119292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -4119290.000000 Penalty: 1028.778809
	Iteration 67Q: 3 clusters Score -4119290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -4119294.750000 Penalty: 1028.778809
	Iteration 68Q: 3 clusters Score -4119295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -4119300.500000 Penalty: 1028.778809
	Iteration 69Q: 3 clusters Score -4119300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -4119306.250000 Penalty: 1028.778809
	Iteration 70Q: 3 clusters Score -4119306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -4119314.000000 Penalty: 1028.778809
	Iteration 71Q: 3 clusters Score -4119314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -4119317.500000 Penalty: 1028.778809
	Iteration 72Q: 3 clusters Score -4119318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -4119317.500000 Penalty: 1028.778809
	Iteration 73Q: 3 clusters Score -4119318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -4119313.750000 Penalty: 1028.778809
	Iteration 74Q: 3 clusters Score -4119314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -4119318.750000 Penalty: 1028.778809
	Iteration 75Q: 3 clusters Score -4119319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -4119324.750000 Penalty: 1028.778809
	Iteration 76Q: 3 clusters Score -4119325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -4119329.500000 Penalty: 1028.778809
	Iteration 77Q: 3 clusters Score -4119330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -4119334.000000 Penalty: 1028.778809
	Iteration 78Q: 3 clusters Score -4119334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -4119328.500000 Penalty: 1028.778809
	Iteration 79Q: 3 clusters Score -4119328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -4119331.750000 Penalty: 1028.778809
	Iteration 80F: 3 clusters Score -4119332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -4119331.000000 Penalty: 1028.778809
	Iteration 81Q: 3 clusters Score -4119331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -4119331.750000 Penalty: 1028.778809
	Iteration 82Q: 3 clusters Score -4119332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -4119330.750000 Penalty: 1028.778809
	Iteration 83Q: 3 clusters Score -4119331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -4119329.250000 Penalty: 1028.778809
	Iteration 84Q: 3 clusters Score -4119329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -4119329.250000 Penalty: 1028.778809
	Iteration 85F: 3 clusters Score -4119329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -207847.031250 Penalty: 376.599091
	Iteration 0F: 2 clusters Score -207847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -205152.750000 Penalty: 753.198181
	Iteration 0F: 3 clusters Score -205152.8 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -206081.671875 Penalty: 753.198181
	Iteration 1F: 3 clusters Score -206081.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -206161.531250 Penalty: 753.198181
	Iteration 2F: 3 clusters Score -206161.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -206251.062500 Penalty: 753.198181
	Iteration 3F: 3 clusters Score -206251.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -206376.593750 Penalty: 753.198181
	Iteration 4F: 3 clusters Score -206376.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -206556.203125 Penalty: 753.198181
	Iteration 5F: 3 clusters Score -206556.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -206803.156250 Penalty: 753.198181
	Iteration 6F: 3 clusters Score -206803.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -207066.781250 Penalty: 753.198181
	Iteration 7F: 3 clusters Score -207066.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -207280.687500 Penalty: 753.198181
	Iteration 8F: 3 clusters Score -207280.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -207413.578125 Penalty: 753.198181
	Iteration 9Q: 3 clusters Score -207413.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -207467.296875 Penalty: 753.198181
	Iteration 10Q: 3 clusters Score -207467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -207491.312500 Penalty: 753.198181
	Iteration 11Q: 3 clusters Score -207491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -207498.343750 Penalty: 753.198181
	Iteration 12Q: 3 clusters Score -207498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -207503.718750 Penalty: 753.198181
	Iteration 13Q: 3 clusters Score -207503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -207506.156250 Penalty: 753.198181
	Iteration 14Q: 3 clusters Score -207506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -207508.531250 Penalty: 753.198181
	Iteration 15Q: 3 clusters Score -207508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -207509.093750 Penalty: 753.198181
	Iteration 16Q: 3 clusters Score -207509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -207509.750000 Penalty: 753.198181
	Iteration 17Q: 3 clusters Score -207509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -207509.750000 Penalty: 753.198181
	Iteration 18F: 3 clusters Score -207509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -25664.990234 Penalty: 286.935516
	Iteration 0F: 2 clusters Score -25664.99 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 248 members 
Entering Unmasked Estep 
Score: -25143.609375 Penalty: 573.871033
	Iteration 0F: 3 clusters Score -25143.61 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25302.556641 Penalty: 573.871033
	Iteration 1F: 3 clusters Score -25302.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25350.810547 Penalty: 573.871033
	Iteration 2F: 3 clusters Score -25350.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25368.042969 Penalty: 573.871033
	Iteration 3Q: 3 clusters Score -25368.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25383.746094 Penalty: 573.871033
	Iteration 4Q: 3 clusters Score -25383.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25397.097656 Penalty: 573.871033
	Iteration 5Q: 3 clusters Score -25397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25406.804688 Penalty: 573.871033
	Iteration 6Q: 3 clusters Score -25406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25414.298828 Penalty: 573.871033
	Iteration 7Q: 3 clusters Score -25414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25416.675781 Penalty: 573.871033
	Iteration 8Q: 3 clusters Score -25416.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25418.593750 Penalty: 573.871033
	Iteration 9Q: 3 clusters Score -25418.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25418.921875 Penalty: 573.871033
	Iteration 10Q: 3 clusters Score -25418.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25418.921875 Penalty: 573.871033
	Iteration 11F: 3 clusters Score -25418.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 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 110 members 
Entering Unmasked Estep 
Score: -10140.307617 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10140.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10189.673828 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10189.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10202.572266 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10202.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10208.190430 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10208.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10210.890625 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10210.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10212.608398 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10212.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10213.008789 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10213.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10213.832031 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10213.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10213.832031 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -10213.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Entering Unmasked Estep 
Score: -1100321.500000 Penalty: 456.558472
	Iteration 0F: 2 clusters Score -1100322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1085063.500000 Penalty: 913.116943
	Iteration 0F: 3 clusters Score -1085064 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1091155.625000 Penalty: 913.116943
	Iteration 1F: 3 clusters Score -1091156 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1091572.500000 Penalty: 913.116943
	Iteration 2Q: 3 clusters Score -1091572 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1092285.875000 Penalty: 913.116943
	Iteration 3F: 3 clusters Score -1092286 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1093532.375000 Penalty: 913.116943
	Iteration 4F: 3 clusters Score -1093532 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1095319.250000 Penalty: 913.116943
	Iteration 5F: 3 clusters Score -1095319 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1097033.375000 Penalty: 913.116943
	Iteration 6F: 3 clusters Score -1097033 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1098292.000000 Penalty: 913.116943
	Iteration 7F: 3 clusters Score -1098292 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1099027.625000 Penalty: 913.116943
	Iteration 8Q: 3 clusters Score -1099028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1099414.375000 Penalty: 913.116943
	Iteration 9Q: 3 clusters Score -1099414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1099647.250000 Penalty: 913.116943
	Iteration 10Q: 3 clusters Score -1099647 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1099771.125000 Penalty: 913.116943
	Iteration 11Q: 3 clusters Score -1099771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1099834.875000 Penalty: 913.116943
	Iteration 12Q: 3 clusters Score -1099835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1099858.125000 Penalty: 913.116943
	Iteration 13Q: 3 clusters Score -1099858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1099878.250000 Penalty: 913.116943
	Iteration 14Q: 3 clusters Score -1099878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1099897.250000 Penalty: 913.116943
	Iteration 15Q: 3 clusters Score -1099897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1099914.500000 Penalty: 913.116943
	Iteration 16Q: 3 clusters Score -1099914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1099922.625000 Penalty: 913.116943
	Iteration 17Q: 3 clusters Score -1099923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1099928.125000 Penalty: 913.116943
	Iteration 18Q: 3 clusters Score -1099928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1099935.625000 Penalty: 913.116943
	Iteration 19Q: 3 clusters Score -1099936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1099940.000000 Penalty: 913.116943
	Iteration 20F: 3 clusters Score -1099940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1099943.875000 Penalty: 913.116943
	Iteration 21Q: 3 clusters Score -1099944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1099948.125000 Penalty: 913.116943
	Iteration 22Q: 3 clusters Score -1099948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1099948.125000 Penalty: 913.116943
	Iteration 23F: 3 clusters Score -1099948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -153583.156250 Penalty: 361.036652
	Iteration 0F: 2 clusters Score -153583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -151567.640625 Penalty: 722.073303
	Iteration 0F: 3 clusters Score -151567.6 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -152272.562500 Penalty: 722.073303
	Iteration 1F: 3 clusters Score -152272.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -152345.484375 Penalty: 722.073303
	Iteration 2F: 3 clusters Score -152345.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -152397.437500 Penalty: 722.073303
	Iteration 3Q: 3 clusters Score -152397.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -152455.031250 Penalty: 722.073303
	Iteration 4Q: 3 clusters Score -152455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -152507.828125 Penalty: 722.073303
	Iteration 5Q: 3 clusters Score -152507.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -152568.562500 Penalty: 722.073303
	Iteration 6Q: 3 clusters Score -152568.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -152665.921875 Penalty: 722.073303
	Iteration 7Q: 3 clusters Score -152665.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -152774.859375 Penalty: 722.073303
	Iteration 8Q: 3 clusters Score -152774.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -152884.656250 Penalty: 722.073303
	Iteration 9Q: 3 clusters Score -152884.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -152944.093750 Penalty: 722.073303
	Iteration 10Q: 3 clusters Score -152944.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -152965.359375 Penalty: 722.073303
	Iteration 11Q: 3 clusters Score -152965.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -152976.718750 Penalty: 722.073303
	Iteration 12Q: 3 clusters Score -152976.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -152986.046875 Penalty: 722.073303
	Iteration 13Q: 3 clusters Score -152986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -152993.921875 Penalty: 722.073303
	Iteration 14Q: 3 clusters Score -152993.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -152999.812500 Penalty: 722.073303
	Iteration 15Q: 3 clusters Score -152999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -153002.687500 Penalty: 722.073303
	Iteration 16Q: 3 clusters Score -153002.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -153005.937500 Penalty: 722.073303
	Iteration 17Q: 3 clusters Score -153005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -153009.218750 Penalty: 722.073303
	Iteration 18Q: 3 clusters Score -153009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -153011.906250 Penalty: 722.073303
	Iteration 19Q: 3 clusters Score -153011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -153014.015625 Penalty: 722.073303
	Iteration 20F: 3 clusters Score -153014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -153016.265625 Penalty: 722.073303
	Iteration 21Q: 3 clusters Score -153016.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -153017.968750 Penalty: 722.073303
	Iteration 22Q: 3 clusters Score -153018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -153019.125000 Penalty: 722.073303
	Iteration 23Q: 3 clusters Score -153019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -153020.562500 Penalty: 722.073303
	Iteration 24Q: 3 clusters Score -153020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -153021.515625 Penalty: 722.073303
	Iteration 25Q: 3 clusters Score -153021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -153023.687500 Penalty: 722.073303
	Iteration 26Q: 3 clusters Score -153023.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -153026.343750 Penalty: 722.073303
	Iteration 27Q: 3 clusters Score -153026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -153029.015625 Penalty: 722.073303
	Iteration 28Q: 3 clusters Score -153029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -153031.265625 Penalty: 722.073303
	Iteration 29Q: 3 clusters Score -153031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -153032.203125 Penalty: 722.073303
	Iteration 30Q: 3 clusters Score -153032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -153032.859375 Penalty: 722.073303
	Iteration 31Q: 3 clusters Score -153032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -153033.234375 Penalty: 722.073303
	Iteration 32Q: 3 clusters Score -153033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -153033.921875 Penalty: 722.073303
	Iteration 33Q: 3 clusters Score -153033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -153034.750000 Penalty: 722.073303
	Iteration 34Q: 3 clusters Score -153034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -153035.390625 Penalty: 722.073303
	Iteration 35Q: 3 clusters Score -153035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -153036.109375 Penalty: 722.073303
	Iteration 36Q: 3 clusters Score -153036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153036.046875 Penalty: 722.073303
	Iteration 37Q: 3 clusters Score -153036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153036.046875 Penalty: 722.073303
	Iteration 38F: 3 clusters Score -153036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 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 205 members 
Entering Unmasked Estep 
Score: -18873.927734 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18873.93 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18971.736328 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18971.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19000.484375 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19000.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19018.105469 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -19018.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19029.437500 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19029.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19037.123047 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19037.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19043.716797 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19043.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19055.148438 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19055.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19065.865234 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19065.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19072.835938 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19072.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19082.541016 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19082.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19091.724609 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19091.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19102.154297 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19102.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19118.302734 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19127.251953 Penalty: 548.792358
	Iteration 14Q: 3 clusters Score -19127.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19137.929688 Penalty: 548.792358
	Iteration 15Q: 3 clusters Score -19137.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19149.398438 Penalty: 548.792358
	Iteration 16Q: 3 clusters Score -19149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19150.402344 Penalty: 548.792358
	Iteration 17Q: 3 clusters Score -19150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19150.402344 Penalty: 548.792358
	Iteration 18F: 3 clusters Score -19150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6079.509277 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6079.509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6114.181152 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6114.181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6126.706543 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6126.707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6129.254883 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6129.255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6129.254883 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6129.255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 367 members 
Entering Unmasked Estep 
Score: -34758.734375 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34758.73 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34933.445312 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34933.45 nChanged 63
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: -34986.027344 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34986.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35012.351562 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -35012.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35030.835938 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35030.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35044.703125 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35044.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35056.210938 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35056.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35064.453125 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35064.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35070.906250 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35070.91 nChanged 8
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: -35076.316406 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35076.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35079.890625 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35079.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35081.710938 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35081.71 nChanged 5
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: -35084.019531 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35084.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35088.312500 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35088.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35090.300781 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35091.339844 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35091.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35092.324219 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35092.32 nChanged 1
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: -35092.675781 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35092.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35092.878906 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35092.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35092.878906 Penalty: 602.910706
	Iteration 19F: 3 clusters Score -35092.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7517.874512 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7517.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7262.927246 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7262.927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7334.347656 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7334.348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7354.360352 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7354.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7357.919434 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7357.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7357.919434 Penalty: 476.516235
	Iteration 4F: 3 clusters Score -7357.919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -178671.703125 Penalty: 369.256195
	Iteration 0F: 2 clusters Score -178671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -176379.375000 Penalty: 738.512390
	Iteration 0F: 3 clusters Score -176379.4 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -177176.437500 Penalty: 738.512390
	Iteration 1F: 3 clusters Score -177176.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -177277.390625 Penalty: 738.512390
	Iteration 2F: 3 clusters Score -177277.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -177367.000000 Penalty: 738.512390
	Iteration 3Q: 3 clusters Score -177367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -177497.609375 Penalty: 738.512390
	Iteration 4F: 3 clusters Score -177497.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -177658.859375 Penalty: 738.512390
	Iteration 5F: 3 clusters Score -177658.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -177845.375000 Penalty: 738.512390
	Iteration 6F: 3 clusters Score -177845.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -178005.484375 Penalty: 738.512390
	Iteration 7Q: 3 clusters Score -178005.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -178121.109375 Penalty: 738.512390
	Iteration 8Q: 3 clusters Score -178121.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -178180.734375 Penalty: 738.512390
	Iteration 9Q: 3 clusters Score -178180.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -178218.046875 Penalty: 738.512390
	Iteration 10Q: 3 clusters Score -178218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -178245.156250 Penalty: 738.512390
	Iteration 11Q: 3 clusters Score -178245.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -178264.703125 Penalty: 738.512390
	Iteration 12Q: 3 clusters Score -178264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -178283.593750 Penalty: 738.512390
	Iteration 13Q: 3 clusters Score -178283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -178297.656250 Penalty: 738.512390
	Iteration 14Q: 3 clusters Score -178297.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -178311.875000 Penalty: 738.512390
	Iteration 15Q: 3 clusters Score -178311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -178324.687500 Penalty: 738.512390
	Iteration 16Q: 3 clusters Score -178324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -178331.359375 Penalty: 738.512390
	Iteration 17Q: 3 clusters Score -178331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -178333.515625 Penalty: 738.512390
	Iteration 18Q: 3 clusters Score -178333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -178335.406250 Penalty: 738.512390
	Iteration 19Q: 3 clusters Score -178335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -178335.765625 Penalty: 738.512390
	Iteration 20F: 3 clusters Score -178335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Entering Unmasked Estep 
Score: -604172.875000 Penalty: 430.274170
	Iteration 0F: 2 clusters Score -604172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -595634.812500 Penalty: 860.548340
	Iteration 0F: 3 clusters Score -595634.8 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -599025.125000 Penalty: 860.548340
	Iteration 1F: 3 clusters Score -599025.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -599264.687500 Penalty: 860.548340
	Iteration 2Q: 3 clusters Score -599264.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -599575.125000 Penalty: 860.548340
	Iteration 3F: 3 clusters Score -599575.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -599997.750000 Penalty: 860.548340
	Iteration 4F: 3 clusters Score -599997.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -600606.875000 Penalty: 860.548340
	Iteration 5F: 3 clusters Score -600606.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -601318.937500 Penalty: 860.548340
	Iteration 6F: 3 clusters Score -601318.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -601891.312500 Penalty: 860.548340
	Iteration 7F: 3 clusters Score -601891.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -602259.250000 Penalty: 860.548340
	Iteration 8Q: 3 clusters Score -602259.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -602565.437500 Penalty: 860.548340
	Iteration 9Q: 3 clusters Score -602565.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -602797.500000 Penalty: 860.548340
	Iteration 10Q: 3 clusters Score -602797.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -602971.187500 Penalty: 860.548340
	Iteration 11Q: 3 clusters Score -602971.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -603113.625000 Penalty: 860.548340
	Iteration 12Q: 3 clusters Score -603113.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -603234.250000 Penalty: 860.548340
	Iteration 13Q: 3 clusters Score -603234.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -603336.375000 Penalty: 860.548340
	Iteration 14Q: 3 clusters Score -603336.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -603428.312500 Penalty: 860.548340
	Iteration 15Q: 3 clusters Score -603428.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -603499.125000 Penalty: 860.548340
	Iteration 16Q: 3 clusters Score -603499.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -603559.250000 Penalty: 860.548340
	Iteration 17Q: 3 clusters Score -603559.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -603606.375000 Penalty: 860.548340
	Iteration 18Q: 3 clusters Score -603606.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -603628.000000 Penalty: 860.548340
	Iteration 19Q: 3 clusters Score -603628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -603649.687500 Penalty: 860.548340
	Iteration 20F: 3 clusters Score -603649.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -603660.312500 Penalty: 860.548340
	Iteration 21Q: 3 clusters Score -603660.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -603665.687500 Penalty: 860.548340
	Iteration 22Q: 3 clusters Score -603665.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -603672.187500 Penalty: 860.548340
	Iteration 23Q: 3 clusters Score -603672.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -603673.812500 Penalty: 860.548340
	Iteration 24Q: 3 clusters Score -603673.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -603677.687500 Penalty: 860.548340
	Iteration 25Q: 3 clusters Score -603677.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -603681.062500 Penalty: 860.548340
	Iteration 26Q: 3 clusters Score -603681.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -603682.500000 Penalty: 860.548340
	Iteration 27Q: 3 clusters Score -603682.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -603685.687500 Penalty: 860.548340
	Iteration 28Q: 3 clusters Score -603685.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -603686.500000 Penalty: 860.548340
	Iteration 29Q: 3 clusters Score -603686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -603690.000000 Penalty: 860.548340
	Iteration 30Q: 3 clusters Score -603690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -603691.250000 Penalty: 860.548340
	Iteration 31Q: 3 clusters Score -603691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -603691.625000 Penalty: 860.548340
	Iteration 32Q: 3 clusters Score -603691.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -603696.250000 Penalty: 860.548340
	Iteration 33Q: 3 clusters Score -603696.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -603696.625000 Penalty: 860.548340
	Iteration 34Q: 3 clusters Score -603696.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -603695.875000 Penalty: 860.548340
	Iteration 35Q: 3 clusters Score -603695.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -603697.500000 Penalty: 860.548340
	Iteration 36Q: 3 clusters Score -603697.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -603698.937500 Penalty: 860.548340
	Iteration 37Q: 3 clusters Score -603698.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -603699.062500 Penalty: 860.548340
	Iteration 38Q: 3 clusters Score -603699.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -603700.375000 Penalty: 860.548340
	Iteration 39Q: 3 clusters Score -603700.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -603702.562500 Penalty: 860.548340
	Iteration 40F: 3 clusters Score -603702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -603703.562500 Penalty: 860.548340
	Iteration 41Q: 3 clusters Score -603703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -603704.000000 Penalty: 860.548340
	Iteration 42Q: 3 clusters Score -603704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -603704.750000 Penalty: 860.548340
	Iteration 43Q: 3 clusters Score -603704.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -603705.687500 Penalty: 860.548340
	Iteration 44Q: 3 clusters Score -603705.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -603706.937500 Penalty: 860.548340
	Iteration 45Q: 3 clusters Score -603706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -603707.500000 Penalty: 860.548340
	Iteration 46Q: 3 clusters Score -603707.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -603706.875000 Penalty: 860.548340
	Iteration 47Q: 3 clusters Score -603706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -603706.687500 Penalty: 860.548340
	Iteration 48Q: 3 clusters Score -603706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -603706.500000 Penalty: 860.548340
	Iteration 49Q: 3 clusters Score -603706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -603706.250000 Penalty: 860.548340
	Iteration 50Q: 3 clusters Score -603706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -603707.062500 Penalty: 860.548340
	Iteration 51Q: 3 clusters Score -603707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -603706.812500 Penalty: 860.548340
	Iteration 52Q: 3 clusters Score -603706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -603706.812500 Penalty: 860.548340
	Iteration 53F: 3 clusters Score -603706.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -19523.613281 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -19523.61 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: -19078.132812 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -19078.13 nChanged 142
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: -19190.666016 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -19190.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19235.980469 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -19235.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19273.248047 Penalty: 547.470276
	Iteration 3F: 3 clusters Score -19273.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19303.824219 Penalty: 547.470276
	Iteration 4Q: 3 clusters Score -19303.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19323.548828 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -19323.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19335.839844 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -19335.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19337.912109 Penalty: 547.470276
	Iteration 7Q: 3 clusters Score -19337.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19340.246094 Penalty: 547.470276
	Iteration 8Q: 3 clusters Score -19340.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19342.734375 Penalty: 547.470276
	Iteration 9Q: 3 clusters Score -19342.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19344.042969 Penalty: 547.470276
	Iteration 10Q: 3 clusters Score -19344.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19346.439453 Penalty: 547.470276
	Iteration 11Q: 3 clusters Score -19346.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19346.771484 Penalty: 547.470276
	Iteration 12Q: 3 clusters Score -19346.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19347.224609 Penalty: 547.470276
	Iteration 13Q: 3 clusters Score -19347.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19348.476562 Penalty: 547.470276
	Iteration 14Q: 3 clusters Score -19348.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19349.080078 Penalty: 547.470276
	Iteration 15Q: 3 clusters Score -19349.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19349.677734 Penalty: 547.470276
	Iteration 16Q: 3 clusters Score -19349.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19349.677734 Penalty: 547.470276
	Iteration 17F: 3 clusters Score -19349.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (75547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Entering Unmasked Estep 
Score: -3718087.000000 Penalty: 511.079224
	Iteration 0F: 2 clusters Score -3718087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -3666974.000000 Penalty: 1022.158447
	Iteration 0F: 3 clusters Score -3666974 nChanged 37015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -3689881.250000 Penalty: 1022.158447
	Iteration 1F: 3 clusters Score -3689881 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -3691828.750000 Penalty: 1022.158447
	Iteration 2F: 3 clusters Score -3691829 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -3695051.250000 Penalty: 1022.158447
	Iteration 3F: 3 clusters Score -3695051 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -3699669.250000 Penalty: 1022.158447
	Iteration 4F: 3 clusters Score -3699669 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -3704698.000000 Penalty: 1022.158447
	Iteration 5F: 3 clusters Score -3704698 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -3708306.500000 Penalty: 1022.158447
	Iteration 6F: 3 clusters Score -3708306 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -3710128.250000 Penalty: 1022.158447
	Iteration 7Q: 3 clusters Score -3710128 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -3711205.000000 Penalty: 1022.158447
	Iteration 8Q: 3 clusters Score -3711205 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -3712138.500000 Penalty: 1022.158447
	Iteration 9Q: 3 clusters Score -3712138 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -3713121.000000 Penalty: 1022.158447
	Iteration 10Q: 3 clusters Score -3713121 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -3714061.250000 Penalty: 1022.158447
	Iteration 11Q: 3 clusters Score -3714061 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -3714931.000000 Penalty: 1022.158447
	Iteration 12Q: 3 clusters Score -3714931 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -3715598.500000 Penalty: 1022.158447
	Iteration 13Q: 3 clusters Score -3715598 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -3716106.250000 Penalty: 1022.158447
	Iteration 14Q: 3 clusters Score -3716106 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -3716462.500000 Penalty: 1022.158447
	Iteration 15Q: 3 clusters Score -3716462 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -3716731.500000 Penalty: 1022.158447
	Iteration 16Q: 3 clusters Score -3716732 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -3716930.000000 Penalty: 1022.158447
	Iteration 17Q: 3 clusters Score -3716930 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -3717066.250000 Penalty: 1022.158447
	Iteration 18Q: 3 clusters Score -3717066 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -3717154.250000 Penalty: 1022.158447
	Iteration 19Q: 3 clusters Score -3717154 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -3717233.750000 Penalty: 1022.158447
	Iteration 20F: 3 clusters Score -3717234 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -3717288.250000 Penalty: 1022.158447
	Iteration 21Q: 3 clusters Score -3717288 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -3717335.000000 Penalty: 1022.158447
	Iteration 22Q: 3 clusters Score -3717335 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -3717362.500000 Penalty: 1022.158447
	Iteration 23Q: 3 clusters Score -3717362 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -3717355.000000 Penalty: 1022.158447
	Iteration 24Q: 3 clusters Score -3717355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -3717389.750000 Penalty: 1022.158447
	Iteration 25Q: 3 clusters Score -3717390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -3717393.000000 Penalty: 1022.158447
	Iteration 26Q: 3 clusters Score -3717393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -3717403.000000 Penalty: 1022.158447
	Iteration 27Q: 3 clusters Score -3717403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -3717412.000000 Penalty: 1022.158447
	Iteration 28Q: 3 clusters Score -3717412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -3717421.250000 Penalty: 1022.158447
	Iteration 29Q: 3 clusters Score -3717421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -3717435.000000 Penalty: 1022.158447
	Iteration 30Q: 3 clusters Score -3717435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -3717451.750000 Penalty: 1022.158447
	Iteration 31Q: 3 clusters Score -3717452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -3717450.250000 Penalty: 1022.158447
	Iteration 32Q: 3 clusters Score -3717450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -3717461.750000 Penalty: 1022.158447
	Iteration 33Q: 3 clusters Score -3717462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -3717466.250000 Penalty: 1022.158447
	Iteration 34Q: 3 clusters Score -3717466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -3717477.000000 Penalty: 1022.158447
	Iteration 35Q: 3 clusters Score -3717477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -3717476.000000 Penalty: 1022.158447
	Iteration 36Q: 3 clusters Score -3717476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -3717483.750000 Penalty: 1022.158447
	Iteration 37Q: 3 clusters Score -3717484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -3717489.000000 Penalty: 1022.158447
	Iteration 38Q: 3 clusters Score -3717489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -3717494.000000 Penalty: 1022.158447
	Iteration 39Q: 3 clusters Score -3717494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -3717496.000000 Penalty: 1022.158447
	Iteration 40F: 3 clusters Score -3717496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -3717500.750000 Penalty: 1022.158447
	Iteration 41Q: 3 clusters Score -3717501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -3717505.250000 Penalty: 1022.158447
	Iteration 42Q: 3 clusters Score -3717505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -3717506.000000 Penalty: 1022.158447
	Iteration 43Q: 3 clusters Score -3717506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -3717506.000000 Penalty: 1022.158447
	Iteration 44Q: 3 clusters Score -3717506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -3717510.500000 Penalty: 1022.158447
	Iteration 45Q: 3 clusters Score -3717510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -3717511.750000 Penalty: 1022.158447
	Iteration 46Q: 3 clusters Score -3717512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -3717514.000000 Penalty: 1022.158447
	Iteration 47Q: 3 clusters Score -3717514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -3717518.500000 Penalty: 1022.158447
	Iteration 48Q: 3 clusters Score -3717518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -3717513.750000 Penalty: 1022.158447
	Iteration 49Q: 3 clusters Score -3717514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -3717514.500000 Penalty: 1022.158447
	Iteration 50Q: 3 clusters Score -3717514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -3717526.750000 Penalty: 1022.158447
	Iteration 51Q: 3 clusters Score -3717527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -3717535.750000 Penalty: 1022.158447
	Iteration 52Q: 3 clusters Score -3717536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -3717544.000000 Penalty: 1022.158447
	Iteration 53Q: 3 clusters Score -3717544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -3717548.750000 Penalty: 1022.158447
	Iteration 54Q: 3 clusters Score -3717549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -3717559.500000 Penalty: 1022.158447
	Iteration 55Q: 3 clusters Score -3717560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -3717557.000000 Penalty: 1022.158447
	Iteration 56Q: 3 clusters Score -3717557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -3717557.000000 Penalty: 1022.158447
	Iteration 57Q: 3 clusters Score -3717557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -3717561.000000 Penalty: 1022.158447
	Iteration 58Q: 3 clusters Score -3717561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -3717563.750000 Penalty: 1022.158447
	Iteration 59Q: 3 clusters Score -3717564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
Score: -3717565.000000 Penalty: 1022.158447
	Iteration 60F: 3 clusters Score -3717565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -3717558.000000 Penalty: 1022.158447
	Iteration 61Q: 3 clusters Score -3717558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -3717558.500000 Penalty: 1022.158447
	Iteration 62Q: 3 clusters Score -3717558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -3717556.250000 Penalty: 1022.158447
	Iteration 63Q: 3 clusters Score -3717556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -3717555.250000 Penalty: 1022.158447
	Iteration 64Q: 3 clusters Score -3717555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -3717559.500000 Penalty: 1022.158447
	Iteration 65Q: 3 clusters Score -3717560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -3717556.500000 Penalty: 1022.158447
	Iteration 66Q: 3 clusters Score -3717556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -3717552.000000 Penalty: 1022.158447
	Iteration 67Q: 3 clusters Score -3717552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -3717557.500000 Penalty: 1022.158447
	Iteration 68Q: 3 clusters Score -3717558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -3717559.250000 Penalty: 1022.158447
	Iteration 69Q: 3 clusters Score -3717559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -3717557.000000 Penalty: 1022.158447
	Iteration 70Q: 3 clusters Score -3717557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -3717556.750000 Penalty: 1022.158447
	Iteration 71Q: 3 clusters Score -3717557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -3717554.500000 Penalty: 1022.158447
	Iteration 72Q: 3 clusters Score -3717554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -3717554.500000 Penalty: 1022.158447
	Iteration 73Q: 3 clusters Score -3717554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -3717554.500000 Penalty: 1022.158447
	Iteration 74F: 3 clusters Score -3717554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (299589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299589 members 
Entering Unmasked Estep 
Score: -14653430.000000 Penalty: 573.762573
	Iteration 0F: 2 clusters Score -1.465343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -14464385.000000 Penalty: 1147.525146
	Iteration 0F: 3 clusters Score -1.446438e+07 nChanged 148144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 136241 members 
Entering Unmasked Estep 
Score: -14555893.000000 Penalty: 1147.525146
	Iteration 1F: 3 clusters Score -1.455589e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169937 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -14561171.000000 Penalty: 1147.525146
	Iteration 2Q: 3 clusters Score -1.456117e+07 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178646 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -14568608.000000 Penalty: 1147.525146
	Iteration 3F: 3 clusters Score -1.456861e+07 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -14579755.000000 Penalty: 1147.525146
	Iteration 4F: 3 clusters Score -1.457976e+07 nChanged 19043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198531 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -14594597.000000 Penalty: 1147.525146
	Iteration 5F: 3 clusters Score -1.45946e+07 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205365 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -14609890.000000 Penalty: 1147.525146
	Iteration 6F: 3 clusters Score -1.460989e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208186 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -14618099.000000 Penalty: 1147.525146
	Iteration 7F: 3 clusters Score -1.46181e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209683 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -14620542.000000 Penalty: 1147.525146
	Iteration 8Q: 3 clusters Score -1.462054e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210985 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -14621297.000000 Penalty: 1147.525146
	Iteration 9Q: 3 clusters Score -1.46213e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212274 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -14621629.000000 Penalty: 1147.525146
	Iteration 10Q: 3 clusters Score -1.462163e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213442 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -14621917.000000 Penalty: 1147.525146
	Iteration 11Q: 3 clusters Score -1.462192e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214549 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -14622252.000000 Penalty: 1147.525146
	Iteration 12Q: 3 clusters Score -1.462225e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215535 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -14622537.000000 Penalty: 1147.525146
	Iteration 13Q: 3 clusters Score -1.462254e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216428 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -14622730.000000 Penalty: 1147.525146
	Iteration 14Q: 3 clusters Score -1.462273e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217253 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -14622834.000000 Penalty: 1147.525146
	Iteration 15Q: 3 clusters Score -1.462283e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217997 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -14623048.000000 Penalty: 1147.525146
	Iteration 16Q: 3 clusters Score -1.462305e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218625 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -14623307.000000 Penalty: 1147.525146
	Iteration 17Q: 3 clusters Score -1.462331e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219220 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -14623418.000000 Penalty: 1147.525146
	Iteration 18Q: 3 clusters Score -1.462342e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219783 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -14623516.000000 Penalty: 1147.525146
	Iteration 19Q: 3 clusters Score -1.462352e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -14623637.000000 Penalty: 1147.525146
	Iteration 20F: 3 clusters Score -1.462364e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220870 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -14623818.000000 Penalty: 1147.525146
	Iteration 21Q: 3 clusters Score -1.462382e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221401 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -14623970.000000 Penalty: 1147.525146
	Iteration 22Q: 3 clusters Score -1.462397e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221998 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -14624140.000000 Penalty: 1147.525146
	Iteration 23Q: 3 clusters Score -1.462414e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222585 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -14624350.000000 Penalty: 1147.525146
	Iteration 24Q: 3 clusters Score -1.462435e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223229 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -14624556.000000 Penalty: 1147.525146
	Iteration 25Q: 3 clusters Score -1.462456e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223870 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -14624747.000000 Penalty: 1147.525146
	Iteration 26Q: 3 clusters Score -1.462475e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224513 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -14624916.000000 Penalty: 1147.525146
	Iteration 27Q: 3 clusters Score -1.462492e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225165 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -14625072.000000 Penalty: 1147.525146
	Iteration 28Q: 3 clusters Score -1.462507e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225795 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -14625291.000000 Penalty: 1147.525146
	Iteration 29Q: 3 clusters Score -1.462529e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226407 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -14625474.000000 Penalty: 1147.525146
	Iteration 30Q: 3 clusters Score -1.462547e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227042 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -14625685.000000 Penalty: 1147.525146
	Iteration 31Q: 3 clusters Score -1.462568e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227694 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -14625849.000000 Penalty: 1147.525146
	Iteration 32Q: 3 clusters Score -1.462585e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228347 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -14626058.000000 Penalty: 1147.525146
	Iteration 33Q: 3 clusters Score -1.462606e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229039 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -14626243.000000 Penalty: 1147.525146
	Iteration 34Q: 3 clusters Score -1.462624e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -14626476.000000 Penalty: 1147.525146
	Iteration 35Q: 3 clusters Score -1.462648e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230373 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -14626659.000000 Penalty: 1147.525146
	Iteration 36Q: 3 clusters Score -1.462666e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230999 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -14626811.000000 Penalty: 1147.525146
	Iteration 37Q: 3 clusters Score -1.462681e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231610 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -14626912.000000 Penalty: 1147.525146
	Iteration 38Q: 3 clusters Score -1.462691e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232236 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -14627036.000000 Penalty: 1147.525146
	Iteration 39Q: 3 clusters Score -1.462704e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232834 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -14627178.000000 Penalty: 1147.525146
	Iteration 40F: 3 clusters Score -1.462718e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233421 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -14627333.000000 Penalty: 1147.525146
	Iteration 41Q: 3 clusters Score -1.462733e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234020 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -14627556.000000 Penalty: 1147.525146
	Iteration 42Q: 3 clusters Score -1.462756e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234602 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -14627790.000000 Penalty: 1147.525146
	Iteration 43Q: 3 clusters Score -1.462779e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235205 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -14627863.000000 Penalty: 1147.525146
	Iteration 44Q: 3 clusters Score -1.462786e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235726 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -14628005.000000 Penalty: 1147.525146
	Iteration 45Q: 3 clusters Score -1.4628e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236204 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -14628158.000000 Penalty: 1147.525146
	Iteration 46Q: 3 clusters Score -1.462816e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236691 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -14628237.000000 Penalty: 1147.525146
	Iteration 47Q: 3 clusters Score -1.462824e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237232 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -14628334.000000 Penalty: 1147.525146
	Iteration 48Q: 3 clusters Score -1.462833e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237737 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -14628447.000000 Penalty: 1147.525146
	Iteration 49Q: 3 clusters Score -1.462845e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238234 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -14628648.000000 Penalty: 1147.525146
	Iteration 50Q: 3 clusters Score -1.462865e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238731 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -14628771.000000 Penalty: 1147.525146
	Iteration 51Q: 3 clusters Score -1.462877e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239253 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -14628920.000000 Penalty: 1147.525146
	Iteration 52Q: 3 clusters Score -1.462892e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239816 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -14629133.000000 Penalty: 1147.525146
	Iteration 53Q: 3 clusters Score -1.462913e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240397 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -14629311.000000 Penalty: 1147.525146
	Iteration 54Q: 3 clusters Score -1.462931e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241026 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -14629459.000000 Penalty: 1147.525146
	Iteration 55Q: 3 clusters Score -1.462946e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241720 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -14629670.000000 Penalty: 1147.525146
	Iteration 56Q: 3 clusters Score -1.462967e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242476 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -14629999.000000 Penalty: 1147.525146
	Iteration 57Q: 3 clusters Score -1.463e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243334 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -14630225.000000 Penalty: 1147.525146
	Iteration 58Q: 3 clusters Score -1.463022e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244234 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -14630561.000000 Penalty: 1147.525146
	Iteration 59Q: 3 clusters Score -1.463056e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245140 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -14630908.000000 Penalty: 1147.525146
	Iteration 60F: 3 clusters Score -1.463091e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246091 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -14631216.000000 Penalty: 1147.525146
	Iteration 61Q: 3 clusters Score -1.463122e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247091 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -14631542.000000 Penalty: 1147.525146
	Iteration 62Q: 3 clusters Score -1.463154e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248146 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -14631848.000000 Penalty: 1147.525146
	Iteration 63Q: 3 clusters Score -1.463185e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249248 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -14632032.000000 Penalty: 1147.525146
	Iteration 64Q: 3 clusters Score -1.463203e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250391 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -14632343.000000 Penalty: 1147.525146
	Iteration 65Q: 3 clusters Score -1.463234e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251550 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -14632640.000000 Penalty: 1147.525146
	Iteration 66Q: 3 clusters Score -1.463264e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252739 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -14632907.000000 Penalty: 1147.525146
	Iteration 67Q: 3 clusters Score -1.463291e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253900 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -14633170.000000 Penalty: 1147.525146
	Iteration 68Q: 3 clusters Score -1.463317e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255050 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -14633404.000000 Penalty: 1147.525146
	Iteration 69Q: 3 clusters Score -1.46334e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256205 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -14633723.000000 Penalty: 1147.525146
	Iteration 70Q: 3 clusters Score -1.463372e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257468 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -14634009.000000 Penalty: 1147.525146
	Iteration 71Q: 3 clusters Score -1.463401e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258767 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -14634249.000000 Penalty: 1147.525146
	Iteration 72Q: 3 clusters Score -1.463425e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260062 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -14634650.000000 Penalty: 1147.525146
	Iteration 73Q: 3 clusters Score -1.463465e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261422 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -14635049.000000 Penalty: 1147.525146
	Iteration 74Q: 3 clusters Score -1.463505e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262765 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -14635451.000000 Penalty: 1147.525146
	Iteration 75Q: 3 clusters Score -1.463545e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264137 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -14635746.000000 Penalty: 1147.525146
	Iteration 76Q: 3 clusters Score -1.463575e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -14636100.000000 Penalty: 1147.525146
	Iteration 77Q: 3 clusters Score -1.46361e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266834 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -14636591.000000 Penalty: 1147.525146
	Iteration 78Q: 3 clusters Score -1.463659e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268177 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -14636934.000000 Penalty: 1147.525146
	Iteration 79Q: 3 clusters Score -1.463693e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269490 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -14637428.000000 Penalty: 1147.525146
	Iteration 80F: 3 clusters Score -1.463743e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270829 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -14637830.000000 Penalty: 1147.525146
	Iteration 81Q: 3 clusters Score -1.463783e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272166 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -14638305.000000 Penalty: 1147.525146
	Iteration 82Q: 3 clusters Score -1.46383e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273525 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -14638972.000000 Penalty: 1147.525146
	Iteration 83Q: 3 clusters Score -1.463897e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274986 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -14639681.000000 Penalty: 1147.525146
	Iteration 84Q: 3 clusters Score -1.463968e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276476 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -14640428.000000 Penalty: 1147.525146
	Iteration 85Q: 3 clusters Score -1.464043e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277968 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -14641133.000000 Penalty: 1147.525146
	Iteration 86Q: 3 clusters Score -1.464113e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279439 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -14641879.000000 Penalty: 1147.525146
	Iteration 87Q: 3 clusters Score -1.464188e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280935 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -14642615.000000 Penalty: 1147.525146
	Iteration 88Q: 3 clusters Score -1.464262e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282385 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -14643297.000000 Penalty: 1147.525146
	Iteration 89Q: 3 clusters Score -1.46433e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283767 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -14643979.000000 Penalty: 1147.525146
	Iteration 90Q: 3 clusters Score -1.464398e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285143 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -14644707.000000 Penalty: 1147.525146
	Iteration 91Q: 3 clusters Score -1.464471e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286436 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -14645378.000000 Penalty: 1147.525146
	Iteration 92Q: 3 clusters Score -1.464538e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287694 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -14646090.000000 Penalty: 1147.525146
	Iteration 93Q: 3 clusters Score -1.464609e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288946 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -14646781.000000 Penalty: 1147.525146
	Iteration 94Q: 3 clusters Score -1.464678e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290130 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -14647408.000000 Penalty: 1147.525146
	Iteration 95Q: 3 clusters Score -1.464741e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291286 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -14648110.000000 Penalty: 1147.525146
	Iteration 96Q: 3 clusters Score -1.464811e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292327 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -14648705.000000 Penalty: 1147.525146
	Iteration 97Q: 3 clusters Score -1.46487e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293302 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -14649248.000000 Penalty: 1147.525146
	Iteration 98Q: 3 clusters Score -1.464925e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294170 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -14649712.000000 Penalty: 1147.525146
	Iteration 99Q: 3 clusters Score -1.464971e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294921 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -14650151.000000 Penalty: 1147.525146
	Iteration 100F: 3 clusters Score -1.465015e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295573 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -14650473.000000 Penalty: 1147.525146
	Iteration 101Q: 3 clusters Score -1.465047e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296131 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -14650740.000000 Penalty: 1147.525146
	Iteration 102Q: 3 clusters Score -1.465074e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296600 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14651064.000000 Penalty: 1147.525146
	Iteration 103Q: 3 clusters Score -1.465106e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297032 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -14651367.000000 Penalty: 1147.525146
	Iteration 104Q: 3 clusters Score -1.465137e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297376 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14651535.000000 Penalty: 1147.525146
	Iteration 105Q: 3 clusters Score -1.465154e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297639 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14651729.000000 Penalty: 1147.525146
	Iteration 106Q: 3 clusters Score -1.465173e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297858 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -14651900.000000 Penalty: 1147.525146
	Iteration 107Q: 3 clusters Score -1.46519e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298047 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14652071.000000 Penalty: 1147.525146
	Iteration 108Q: 3 clusters Score -1.465207e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298203 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14652173.000000 Penalty: 1147.525146
	Iteration 109Q: 3 clusters Score -1.465217e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298348 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14652291.000000 Penalty: 1147.525146
	Iteration 110Q: 3 clusters Score -1.465229e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298451 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14652369.000000 Penalty: 1147.525146
	Iteration 111Q: 3 clusters Score -1.465237e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298545 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14652431.000000 Penalty: 1147.525146
	Iteration 112Q: 3 clusters Score -1.465243e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298624 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14652493.000000 Penalty: 1147.525146
	Iteration 113Q: 3 clusters Score -1.465249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298689 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14652571.000000 Penalty: 1147.525146
	Iteration 114Q: 3 clusters Score -1.465257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298738 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14652630.000000 Penalty: 1147.525146
	Iteration 115Q: 3 clusters Score -1.465263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298779 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14652670.000000 Penalty: 1147.525146
	Iteration 116Q: 3 clusters Score -1.465267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14652702.000000 Penalty: 1147.525146
	Iteration 117Q: 3 clusters Score -1.46527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298856 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14652727.000000 Penalty: 1147.525146
	Iteration 118Q: 3 clusters Score -1.465273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298885 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14652759.000000 Penalty: 1147.525146
	Iteration 119Q: 3 clusters Score -1.465276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298914 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14652778.000000 Penalty: 1147.525146
	Iteration 120F: 3 clusters Score -1.465278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298936 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14652816.000000 Penalty: 1147.525146
	Iteration 121Q: 3 clusters Score -1.465282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298949 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14652810.000000 Penalty: 1147.525146
	Iteration 122Q: 3 clusters Score -1.465281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298963 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14652836.000000 Penalty: 1147.525146
	Iteration 123Q: 3 clusters Score -1.465284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298976 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14652840.000000 Penalty: 1147.525146
	Iteration 124Q: 3 clusters Score -1.465284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298988 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14652837.000000 Penalty: 1147.525146
	Iteration 125Q: 3 clusters Score -1.465284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298996 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14652839.000000 Penalty: 1147.525146
	Iteration 126Q: 3 clusters Score -1.465284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14652843.000000 Penalty: 1147.525146
	Iteration 127Q: 3 clusters Score -1.465284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299001 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14652843.000000 Penalty: 1147.525146
	Iteration 128Q: 3 clusters Score -1.465284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299003 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14652840.000000 Penalty: 1147.525146
	Iteration 129Q: 3 clusters Score -1.465284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299007 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14652851.000000 Penalty: 1147.525146
	Iteration 130Q: 3 clusters Score -1.465285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299011 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14652854.000000 Penalty: 1147.525146
	Iteration 131Q: 3 clusters Score -1.465285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299015 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -14652855.000000 Penalty: 1147.525146
	Iteration 132Q: 3 clusters Score -1.465286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299018 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -14652861.000000 Penalty: 1147.525146
	Iteration 133Q: 3 clusters Score -1.465286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299020 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14652858.000000 Penalty: 1147.525146
	Iteration 134Q: 3 clusters Score -1.465286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299021 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14652866.000000 Penalty: 1147.525146
	Iteration 135Q: 3 clusters Score -1.465287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299022 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -14652865.000000 Penalty: 1147.525146
	Iteration 136Q: 3 clusters Score -1.465286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299026 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14652863.000000 Penalty: 1147.525146
	Iteration 137Q: 3 clusters Score -1.465286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299028 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14652866.000000 Penalty: 1147.525146
	Iteration 138Q: 3 clusters Score -1.465287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299031 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14652874.000000 Penalty: 1147.525146
	Iteration 139Q: 3 clusters Score -1.465287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299034 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14652864.000000 Penalty: 1147.525146
	Iteration 140F: 3 clusters Score -1.465286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299039 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14652860.000000 Penalty: 1147.525146
	Iteration 141Q: 3 clusters Score -1.465286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299040 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14652867.000000 Penalty: 1147.525146
	Iteration 142Q: 3 clusters Score -1.465287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299041 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14652869.000000 Penalty: 1147.525146
	Iteration 143Q: 3 clusters Score -1.465287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299042 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14652868.000000 Penalty: 1147.525146
	Iteration 144Q: 3 clusters Score -1.465287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299043 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14652865.000000 Penalty: 1147.525146
	Iteration 145Q: 3 clusters Score -1.465286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299043 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14652865.000000 Penalty: 1147.525146
	Iteration 146F: 3 clusters Score -1.465286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81248 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22794 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 12792 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75547 members 
Mstep: Class 23 contains 299589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300536.000000 Penalty: 13794.784180
Iteration 359Q: 24 clusters Score -2.530054e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81263 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22761 members 
Mstep: Class 14 contains 2793 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75471 members 
Mstep: Class 23 contains 299658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300528.000000 Penalty: 13794.784180
Iteration 360F: 24 clusters Score -2.530053e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 10962 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81272 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22734 members 
Mstep: Class 14 contains 2795 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3347 members 
Mstep: Class 20 contains 12813 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75383 members 
Mstep: Class 23 contains 299742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300556.000000 Penalty: 13794.784180
Iteration 361Q: 24 clusters Score -2.530056e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81280 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75309 members 
Mstep: Class 23 contains 299810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300510.000000 Penalty: 13794.784180
Iteration 362Q: 24 clusters Score -2.530051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 10984 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81290 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22667 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75250 members 
Mstep: Class 23 contains 299863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300522.000000 Penalty: 13794.784180
Iteration 363Q: 24 clusters Score -2.530052e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 10999 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81298 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22631 members 
Mstep: Class 14 contains 2801 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 20 contains 12850 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75186 members 
Mstep: Class 23 contains 299920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300556.000000 Penalty: 13794.784180
Iteration 364Q: 24 clusters Score -2.530056e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81313 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22601 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75117 members 
Mstep: Class 23 contains 299980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300562.000000 Penalty: 13794.784180
Iteration 365Q: 24 clusters Score -2.530056e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 11018 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81325 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22564 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3359 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 75051 members 
Mstep: Class 23 contains 300046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300534.000000 Penalty: 13794.784180
Iteration 366Q: 24 clusters Score -2.530053e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 11030 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81337 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22528 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3362 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74978 members 
Mstep: Class 23 contains 300114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300510.000000 Penalty: 13794.784180
Iteration 367Q: 24 clusters Score -2.530051e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81352 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74890 members 
Mstep: Class 23 contains 300189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300532.000000 Penalty: 13794.784180
Iteration 368Q: 24 clusters Score -2.530053e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81362 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3364 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74795 members 
Mstep: Class 23 contains 300286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300478.000000 Penalty: 13794.784180
Iteration 369Q: 24 clusters Score -2.530048e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 11060 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81371 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74691 members 
Mstep: Class 23 contains 300377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300480.000000 Penalty: 13794.784180
Iteration 370Q: 24 clusters Score -2.530048e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81385 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22389 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 12922 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74598 members 
Mstep: Class 23 contains 300460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300516.000000 Penalty: 13794.784180
Iteration 371Q: 24 clusters Score -2.530052e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 11082 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81400 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3367 members 
Mstep: Class 20 contains 12938 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74491 members 
Mstep: Class 23 contains 300548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300516.000000 Penalty: 13794.784180
Iteration 372Q: 24 clusters Score -2.530052e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81412 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 12950 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74378 members 
Mstep: Class 23 contains 300642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300514.000000 Penalty: 13794.784180
Iteration 373Q: 24 clusters Score -2.530051e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 3 contains 2495 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 11100 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81423 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22312 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74270 members 
Mstep: Class 23 contains 300735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300560.000000 Penalty: 13794.784180
Iteration 374Q: 24 clusters Score -2.530056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 2496 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81429 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22279 members 
Mstep: Class 14 contains 2824 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74186 members 
Mstep: Class 23 contains 300814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300518.000000 Penalty: 13794.784180
Iteration 375Q: 24 clusters Score -2.530052e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81447 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 12988 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 74085 members 
Mstep: Class 23 contains 300888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300474.000000 Penalty: 13794.784180
Iteration 376Q: 24 clusters Score -2.530047e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81454 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 2828 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 73966 members 
Mstep: Class 23 contains 300986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300510.000000 Penalty: 13794.784180
Iteration 377Q: 24 clusters Score -2.530051e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 11164 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81460 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22208 members 
Mstep: Class 14 contains 2833 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3380 members 
Mstep: Class 20 contains 13004 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 73836 members 
Mstep: Class 23 contains 301091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300492.000000 Penalty: 13794.784180
Iteration 378Q: 24 clusters Score -2.530049e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81482 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22178 members 
Mstep: Class 14 contains 2836 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 13017 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 73710 members 
Mstep: Class 23 contains 301187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300468.000000 Penalty: 13794.784180
Iteration 379Q: 24 clusters Score -2.530047e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 11196 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22142 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 73595 members 
Mstep: Class 23 contains 301284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300434.000000 Penalty: 13794.784180
Iteration 380F: 24 clusters Score -2.530043e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81507 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22109 members 
Mstep: Class 14 contains 2840 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 73470 members 
Mstep: Class 23 contains 301402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300480.000000 Penalty: 13794.784180
Iteration 381Q: 24 clusters Score -2.530048e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81508 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22084 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 13066 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 73329 members 
Mstep: Class 23 contains 301542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300414.000000 Penalty: 13794.784180
Iteration 382Q: 24 clusters Score -2.530041e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81506 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 73197 members 
Mstep: Class 23 contains 301674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300370.000000 Penalty: 13794.784180
Iteration 383Q: 24 clusters Score -2.530037e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81512 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22024 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 73075 members 
Mstep: Class 23 contains 301792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300368.000000 Penalty: 13794.784180
Iteration 384Q: 24 clusters Score -2.530037e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81516 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 2861 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72957 members 
Mstep: Class 23 contains 301901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300340.000000 Penalty: 13794.784180
Iteration 385Q: 24 clusters Score -2.530034e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 11247 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81526 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21979 members 
Mstep: Class 14 contains 2865 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72828 members 
Mstep: Class 23 contains 302018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300268.000000 Penalty: 13794.784180
Iteration 386Q: 24 clusters Score -2.530027e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 81530 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21953 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72715 members 
Mstep: Class 23 contains 302126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300266.000000 Penalty: 13794.784180
Iteration 387Q: 24 clusters Score -2.530027e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 11272 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81535 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21929 members 
Mstep: Class 14 contains 2872 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 13128 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72628 members 
Mstep: Class 23 contains 302206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300274.000000 Penalty: 13794.784180
Iteration 388Q: 24 clusters Score -2.530027e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81540 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21903 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 13130 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72551 members 
Mstep: Class 23 contains 302268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300214.000000 Penalty: 13794.784180
Iteration 389Q: 24 clusters Score -2.530021e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 11293 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81549 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21885 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 13136 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72447 members 
Mstep: Class 23 contains 302346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300250.000000 Penalty: 13794.784180
Iteration 390Q: 24 clusters Score -2.530025e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 11295 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81558 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21866 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72338 members 
Mstep: Class 23 contains 302436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300202.000000 Penalty: 13794.784180
Iteration 391Q: 24 clusters Score -2.53002e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 11298 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81568 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 13163 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72232 members 
Mstep: Class 23 contains 302520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300186.000000 Penalty: 13794.784180
Iteration 392Q: 24 clusters Score -2.530019e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11299 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81578 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21835 members 
Mstep: Class 14 contains 2889 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 13167 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72150 members 
Mstep: Class 23 contains 302578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300160.000000 Penalty: 13794.784180
Iteration 393Q: 24 clusters Score -2.530016e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11302 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81591 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21824 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 13174 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 72055 members 
Mstep: Class 23 contains 302640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300162.000000 Penalty: 13794.784180
Iteration 394Q: 24 clusters Score -2.530016e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11308 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81611 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21814 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 13179 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71945 members 
Mstep: Class 23 contains 302715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300154.000000 Penalty: 13794.784180
Iteration 395Q: 24 clusters Score -2.530015e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11314 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81621 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71835 members 
Mstep: Class 23 contains 302797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300134.000000 Penalty: 13794.784180
Iteration 396Q: 24 clusters Score -2.530013e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11322 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81639 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21795 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 13189 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71715 members 
Mstep: Class 23 contains 302883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300084.000000 Penalty: 13794.784180
Iteration 397Q: 24 clusters Score -2.530008e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81657 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21781 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 13194 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71607 members 
Mstep: Class 23 contains 302960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300110.000000 Penalty: 13794.784180
Iteration 398Q: 24 clusters Score -2.530011e+07 nChanged 178
Entering ConstructFrom: 
Score: -25300110.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9245.125977 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9245.126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9335.568359 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9335.568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9367.190430 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9367.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9397.947266 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -9397.947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9414.144531 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9414.145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9427.036133 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9427.036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9440.277344 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9440.277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9446.122070 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9446.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9446.708008 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9446.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9448.358398 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9448.358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9449.902344 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -9449.902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9449.902344 Penalty: 493.670471
	Iteration 11F: 3 clusters Score -9449.902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -120938.343750 Penalty: 355.297180
	Iteration 0F: 2 clusters Score -120938.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -119207.828125 Penalty: 710.594360
	Iteration 0F: 3 clusters Score -119207.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -119874.007812 Penalty: 710.594360
	Iteration 1F: 3 clusters Score -119874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -120017.203125 Penalty: 710.594360
	Iteration 2F: 3 clusters Score -120017.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -120110.625000 Penalty: 710.594360
	Iteration 3F: 3 clusters Score -120110.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -120188.500000 Penalty: 710.594360
	Iteration 4F: 3 clusters Score -120188.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -120254.679688 Penalty: 710.594360
	Iteration 5Q: 3 clusters Score -120254.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120293.710938 Penalty: 710.594360
	Iteration 6Q: 3 clusters Score -120293.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -120322.492188 Penalty: 710.594360
	Iteration 7Q: 3 clusters Score -120322.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -120351.320312 Penalty: 710.594360
	Iteration 8Q: 3 clusters Score -120351.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -120373.164062 Penalty: 710.594360
	Iteration 9Q: 3 clusters Score -120373.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -120385.539062 Penalty: 710.594360
	Iteration 10Q: 3 clusters Score -120385.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -120393.695312 Penalty: 710.594360
	Iteration 11Q: 3 clusters Score -120393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -120399.789062 Penalty: 710.594360
	Iteration 12Q: 3 clusters Score -120399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -120402.671875 Penalty: 710.594360
	Iteration 13Q: 3 clusters Score -120402.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -120407.000000 Penalty: 710.594360
	Iteration 14Q: 3 clusters Score -120407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -120411.617188 Penalty: 710.594360
	Iteration 15Q: 3 clusters Score -120411.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -120416.421875 Penalty: 710.594360
	Iteration 16Q: 3 clusters Score -120416.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -120420.507812 Penalty: 710.594360
	Iteration 17Q: 3 clusters Score -120420.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -120424.820312 Penalty: 710.594360
	Iteration 18Q: 3 clusters Score -120424.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -120431.117188 Penalty: 710.594360
	Iteration 19Q: 3 clusters Score -120431.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -120436.562500 Penalty: 710.594360
	Iteration 20F: 3 clusters Score -120436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -120439.968750 Penalty: 710.594360
	Iteration 21Q: 3 clusters Score -120440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -120443.820312 Penalty: 710.594360
	Iteration 22Q: 3 clusters Score -120443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -120446.757812 Penalty: 710.594360
	Iteration 23Q: 3 clusters Score -120446.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -120450.351562 Penalty: 710.594360
	Iteration 24Q: 3 clusters Score -120450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -120454.343750 Penalty: 710.594360
	Iteration 25Q: 3 clusters Score -120454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -120456.476562 Penalty: 710.594360
	Iteration 26Q: 3 clusters Score -120456.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -120458.453125 Penalty: 710.594360
	Iteration 27Q: 3 clusters Score -120458.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -120460.468750 Penalty: 710.594360
	Iteration 28Q: 3 clusters Score -120460.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -120463.070312 Penalty: 710.594360
	Iteration 29Q: 3 clusters Score -120463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -120466.382812 Penalty: 710.594360
	Iteration 30Q: 3 clusters Score -120466.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -120469.242188 Penalty: 710.594360
	Iteration 31Q: 3 clusters Score -120469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -120471.351562 Penalty: 710.594360
	Iteration 32Q: 3 clusters Score -120471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -120474.414062 Penalty: 710.594360
	Iteration 33Q: 3 clusters Score -120474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120476.328125 Penalty: 710.594360
	Iteration 34Q: 3 clusters Score -120476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120477.093750 Penalty: 710.594360
	Iteration 35Q: 3 clusters Score -120477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -120478.093750 Penalty: 710.594360
	Iteration 36Q: 3 clusters Score -120478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -120479.234375 Penalty: 710.594360
	Iteration 37Q: 3 clusters Score -120479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120480.250000 Penalty: 710.594360
	Iteration 38Q: 3 clusters Score -120480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -120480.750000 Penalty: 710.594360
	Iteration 39Q: 3 clusters Score -120480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -120480.960938 Penalty: 710.594360
	Iteration 40F: 3 clusters Score -120481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -120481.304688 Penalty: 710.594360
	Iteration 41Q: 3 clusters Score -120481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -120481.664062 Penalty: 710.594360
	Iteration 42Q: 3 clusters Score -120481.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -120481.601562 Penalty: 710.594360
	Iteration 43Q: 3 clusters Score -120481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120482.335938 Penalty: 710.594360
	Iteration 44Q: 3 clusters Score -120482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120485.351562 Penalty: 710.594360
	Iteration 45Q: 3 clusters Score -120485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120488.734375 Penalty: 710.594360
	Iteration 46Q: 3 clusters Score -120488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120492.390625 Penalty: 710.594360
	Iteration 47Q: 3 clusters Score -120492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120495.671875 Penalty: 710.594360
	Iteration 48Q: 3 clusters Score -120495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120498.148438 Penalty: 710.594360
	Iteration 49Q: 3 clusters Score -120498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -120499.960938 Penalty: 710.594360
	Iteration 50Q: 3 clusters Score -120500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120500.703125 Penalty: 710.594360
	Iteration 51Q: 3 clusters Score -120500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -120501.265625 Penalty: 710.594360
	Iteration 52Q: 3 clusters Score -120501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -120501.875000 Penalty: 710.594360
	Iteration 53Q: 3 clusters Score -120501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120502.171875 Penalty: 710.594360
	Iteration 54Q: 3 clusters Score -120502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -120502.945312 Penalty: 710.594360
	Iteration 55Q: 3 clusters Score -120502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120504.679688 Penalty: 710.594360
	Iteration 56Q: 3 clusters Score -120504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120506.468750 Penalty: 710.594360
	Iteration 57Q: 3 clusters Score -120506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120508.796875 Penalty: 710.594360
	Iteration 58Q: 3 clusters Score -120508.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -120510.234375 Penalty: 710.594360
	Iteration 59Q: 3 clusters Score -120510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -120510.617188 Penalty: 710.594360
	Iteration 60F: 3 clusters Score -120510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -120511.398438 Penalty: 710.594360
	Iteration 61Q: 3 clusters Score -120511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120512.015625 Penalty: 710.594360
	Iteration 62Q: 3 clusters Score -120512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120512.179688 Penalty: 710.594360
	Iteration 63Q: 3 clusters Score -120512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -120512.578125 Penalty: 710.594360
	Iteration 64Q: 3 clusters Score -120512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -120513.179688 Penalty: 710.594360
	Iteration 65Q: 3 clusters Score -120513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120514.578125 Penalty: 710.594360
	Iteration 66Q: 3 clusters Score -120514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120517.273438 Penalty: 710.594360
	Iteration 67Q: 3 clusters Score -120517.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120518.750000 Penalty: 710.594360
	Iteration 68Q: 3 clusters Score -120518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120521.351562 Penalty: 710.594360
	Iteration 69Q: 3 clusters Score -120521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120523.968750 Penalty: 710.594360
	Iteration 70Q: 3 clusters Score -120524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120525.851562 Penalty: 710.594360
	Iteration 71Q: 3 clusters Score -120525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -120528.484375 Penalty: 710.594360
	Iteration 72Q: 3 clusters Score -120528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120529.703125 Penalty: 710.594360
	Iteration 73Q: 3 clusters Score -120529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -120530.046875 Penalty: 710.594360
	Iteration 74Q: 3 clusters Score -120530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120530.296875 Penalty: 710.594360
	Iteration 75Q: 3 clusters Score -120530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120530.625000 Penalty: 710.594360
	Iteration 76Q: 3 clusters Score -120530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120530.859375 Penalty: 710.594360
	Iteration 77Q: 3 clusters Score -120530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120532.242188 Penalty: 710.594360
	Iteration 78Q: 3 clusters Score -120532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -120533.218750 Penalty: 710.594360
	Iteration 79Q: 3 clusters Score -120533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120533.531250 Penalty: 710.594360
	Iteration 80F: 3 clusters Score -120533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120534.703125 Penalty: 710.594360
	Iteration 81Q: 3 clusters Score -120534.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120536.718750 Penalty: 710.594360
	Iteration 82Q: 3 clusters Score -120536.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120540.078125 Penalty: 710.594360
	Iteration 83Q: 3 clusters Score -120540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120541.132812 Penalty: 710.594360
	Iteration 84Q: 3 clusters Score -120541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120541.773438 Penalty: 710.594360
	Iteration 85Q: 3 clusters Score -120541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120544.968750 Penalty: 710.594360
	Iteration 86Q: 3 clusters Score -120545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120554.929688 Penalty: 710.594360
	Iteration 87Q: 3 clusters Score -120554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120558.398438 Penalty: 710.594360
	Iteration 88Q: 3 clusters Score -120558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120560.500000 Penalty: 710.594360
	Iteration 89Q: 3 clusters Score -120560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120565.875000 Penalty: 710.594360
	Iteration 90Q: 3 clusters Score -120565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120570.937500 Penalty: 710.594360
	Iteration 91Q: 3 clusters Score -120570.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120574.257812 Penalty: 710.594360
	Iteration 92Q: 3 clusters Score -120574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120577.367188 Penalty: 710.594360
	Iteration 93Q: 3 clusters Score -120577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120579.117188 Penalty: 710.594360
	Iteration 94Q: 3 clusters Score -120579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -120579.976562 Penalty: 710.594360
	Iteration 95Q: 3 clusters Score -120580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120580.789062 Penalty: 710.594360
	Iteration 96Q: 3 clusters Score -120580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -120581.265625 Penalty: 710.594360
	Iteration 97Q: 3 clusters Score -120581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120582.039062 Penalty: 710.594360
	Iteration 98Q: 3 clusters Score -120582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -120582.000000 Penalty: 710.594360
	Iteration 99Q: 3 clusters Score -120582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120582.414062 Penalty: 710.594360
	Iteration 100F: 3 clusters Score -120582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120582.437500 Penalty: 710.594360
	Iteration 101Q: 3 clusters Score -120582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120582.523438 Penalty: 710.594360
	Iteration 102Q: 3 clusters Score -120582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120583.242188 Penalty: 710.594360
	Iteration 103Q: 3 clusters Score -120583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120583.203125 Penalty: 710.594360
	Iteration 104Q: 3 clusters Score -120583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120583.203125 Penalty: 710.594360
	Iteration 105F: 3 clusters Score -120583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -134416.703125 Penalty: 356.572784
	Iteration 0F: 2 clusters Score -134416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -132651.921875 Penalty: 713.145569
	Iteration 0F: 3 clusters Score -132651.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -133308.703125 Penalty: 713.145569
	Iteration 1F: 3 clusters Score -133308.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -133442.062500 Penalty: 713.145569
	Iteration 2F: 3 clusters Score -133442.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -133574.890625 Penalty: 713.145569
	Iteration 3F: 3 clusters Score -133574.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -133729.484375 Penalty: 713.145569
	Iteration 4F: 3 clusters Score -133729.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -133878.953125 Penalty: 713.145569
	Iteration 5F: 3 clusters Score -133879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -133965.109375 Penalty: 713.145569
	Iteration 6Q: 3 clusters Score -133965.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -134008.781250 Penalty: 713.145569
	Iteration 7Q: 3 clusters Score -134008.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -134041.890625 Penalty: 713.145569
	Iteration 8Q: 3 clusters Score -134041.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -134055.781250 Penalty: 713.145569
	Iteration 9Q: 3 clusters Score -134055.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -134066.984375 Penalty: 713.145569
	Iteration 10Q: 3 clusters Score -134067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -134076.687500 Penalty: 713.145569
	Iteration 11Q: 3 clusters Score -134076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -134082.328125 Penalty: 713.145569
	Iteration 12Q: 3 clusters Score -134082.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -134086.421875 Penalty: 713.145569
	Iteration 13Q: 3 clusters Score -134086.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -134090.500000 Penalty: 713.145569
	Iteration 14Q: 3 clusters Score -134090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -134093.734375 Penalty: 713.145569
	Iteration 15Q: 3 clusters Score -134093.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -134097.796875 Penalty: 713.145569
	Iteration 16Q: 3 clusters Score -134097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -134100.781250 Penalty: 713.145569
	Iteration 17Q: 3 clusters Score -134100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -134103.218750 Penalty: 713.145569
	Iteration 18Q: 3 clusters Score -134103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -134104.468750 Penalty: 713.145569
	Iteration 19Q: 3 clusters Score -134104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -134105.015625 Penalty: 713.145569
	Iteration 20F: 3 clusters Score -134105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -134105.078125 Penalty: 713.145569
	Iteration 21Q: 3 clusters Score -134105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -134105.781250 Penalty: 713.145569
	Iteration 22Q: 3 clusters Score -134105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -134105.796875 Penalty: 713.145569
	Iteration 23Q: 3 clusters Score -134105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -134105.796875 Penalty: 713.145569
	Iteration 24F: 3 clusters Score -134105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -135308.890625 Penalty: 365.957458
	Iteration 0F: 2 clusters Score -135308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -133159.640625 Penalty: 731.914917
	Iteration 0F: 3 clusters Score -133159.6 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -133950.671875 Penalty: 731.914917
	Iteration 1F: 3 clusters Score -133950.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -134089.125000 Penalty: 731.914917
	Iteration 2F: 3 clusters Score -134089.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -134265.859375 Penalty: 731.914917
	Iteration 3F: 3 clusters Score -134265.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134480.609375 Penalty: 731.914917
	Iteration 4F: 3 clusters Score -134480.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134673.156250 Penalty: 731.914917
	Iteration 5F: 3 clusters Score -134673.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134829.640625 Penalty: 731.914917
	Iteration 6F: 3 clusters Score -134829.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -134926.687500 Penalty: 731.914917
	Iteration 7Q: 3 clusters Score -134926.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -134982.609375 Penalty: 731.914917
	Iteration 8Q: 3 clusters Score -134982.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -135002.437500 Penalty: 731.914917
	Iteration 9Q: 3 clusters Score -135002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -135016.046875 Penalty: 731.914917
	Iteration 10Q: 3 clusters Score -135016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -135024.562500 Penalty: 731.914917
	Iteration 11Q: 3 clusters Score -135024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -135032.359375 Penalty: 731.914917
	Iteration 12Q: 3 clusters Score -135032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -135037.046875 Penalty: 731.914917
	Iteration 13Q: 3 clusters Score -135037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -135045.046875 Penalty: 731.914917
	Iteration 14Q: 3 clusters Score -135045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -135047.312500 Penalty: 731.914917
	Iteration 15Q: 3 clusters Score -135047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -135051.687500 Penalty: 731.914917
	Iteration 16Q: 3 clusters Score -135051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -135053.703125 Penalty: 731.914917
	Iteration 17Q: 3 clusters Score -135053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -135053.984375 Penalty: 731.914917
	Iteration 18Q: 3 clusters Score -135054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -135054.437500 Penalty: 731.914917
	Iteration 19Q: 3 clusters Score -135054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -135054.437500 Penalty: 731.914917
	Iteration 20F: 3 clusters Score -135054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -39666.445312 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39666.45 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39855.492188 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39855.49 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39940.941406 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39940.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40010.214844 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -40010.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -40080.207031 Penalty: 615.828247
	Iteration 4F: 3 clusters Score -40080.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40128.886719 Penalty: 615.828247
	Iteration 5F: 3 clusters Score -40128.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -40167.449219 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -40167.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40212.718750 Penalty: 615.828247
	Iteration 7F: 3 clusters Score -40212.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -40247.781250 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40247.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40273.480469 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40273.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -40300.617188 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40300.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -40324.414062 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40324.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -40338.632812 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40338.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -40346.179688 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40346.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -40362.890625 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40362.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -40380.886719 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40380.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -40389.308594 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40389.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -40397.554688 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40397.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -40402.062500 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40402.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -40403.214844 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40403.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -40404.007812 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40404.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -40405.378906 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40405.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40406.472656 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40406.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40407.449219 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40407.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40408.898438 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -40408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -40409.492188 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -40409.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40409.863281 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -40409.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40409.863281 Penalty: 615.828247
	Iteration 27F: 3 clusters Score -40409.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81674 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21771 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71493 members 
Mstep: Class 23 contains 303051 members 
Mstep: Class 24 contains 718 members 
Entering Unmasked Estep 
Score: -25299820.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25300110.000000 to -25299820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -254923.015625 Penalty: 391.885468
	Iteration 0F: 2 clusters Score -254923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -251199.734375 Penalty: 783.770935
	Iteration 0F: 3 clusters Score -251199.7 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -252688.625000 Penalty: 783.770935
	Iteration 1F: 3 clusters Score -252688.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -252888.828125 Penalty: 783.770935
	Iteration 2F: 3 clusters Score -252888.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -253120.453125 Penalty: 783.770935
	Iteration 3F: 3 clusters Score -253120.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -253421.218750 Penalty: 783.770935
	Iteration 4F: 3 clusters Score -253421.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -253742.000000 Penalty: 783.770935
	Iteration 5F: 3 clusters Score -253742 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -253956.578125 Penalty: 783.770935
	Iteration 6F: 3 clusters Score -253956.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -254072.312500 Penalty: 783.770935
	Iteration 7Q: 3 clusters Score -254072.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -254145.125000 Penalty: 783.770935
	Iteration 8Q: 3 clusters Score -254145.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -254220.937500 Penalty: 783.770935
	Iteration 9Q: 3 clusters Score -254220.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -254300.125000 Penalty: 783.770935
	Iteration 10Q: 3 clusters Score -254300.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -254354.859375 Penalty: 783.770935
	Iteration 11Q: 3 clusters Score -254354.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -254418.671875 Penalty: 783.770935
	Iteration 12Q: 3 clusters Score -254418.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -254468.765625 Penalty: 783.770935
	Iteration 13Q: 3 clusters Score -254468.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -254511.640625 Penalty: 783.770935
	Iteration 14Q: 3 clusters Score -254511.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -254564.312500 Penalty: 783.770935
	Iteration 15Q: 3 clusters Score -254564.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -254610.281250 Penalty: 783.770935
	Iteration 16Q: 3 clusters Score -254610.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -254645.734375 Penalty: 783.770935
	Iteration 17Q: 3 clusters Score -254645.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -254661.015625 Penalty: 783.770935
	Iteration 18Q: 3 clusters Score -254661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -254675.125000 Penalty: 783.770935
	Iteration 19Q: 3 clusters Score -254675.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -254682.890625 Penalty: 783.770935
	Iteration 20F: 3 clusters Score -254682.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -254688.875000 Penalty: 783.770935
	Iteration 21Q: 3 clusters Score -254688.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -254690.390625 Penalty: 783.770935
	Iteration 22Q: 3 clusters Score -254690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -254691.578125 Penalty: 783.770935
	Iteration 23Q: 3 clusters Score -254691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -254692.031250 Penalty: 783.770935
	Iteration 24Q: 3 clusters Score -254692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -254692.531250 Penalty: 783.770935
	Iteration 25Q: 3 clusters Score -254692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -254693.296875 Penalty: 783.770935
	Iteration 26Q: 3 clusters Score -254693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -254693.734375 Penalty: 783.770935
	Iteration 27Q: 3 clusters Score -254693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -254693.890625 Penalty: 783.770935
	Iteration 28Q: 3 clusters Score -254693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -254694.843750 Penalty: 783.770935
	Iteration 29Q: 3 clusters Score -254694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -254695.609375 Penalty: 783.770935
	Iteration 30Q: 3 clusters Score -254695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -254695.828125 Penalty: 783.770935
	Iteration 31Q: 3 clusters Score -254695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -254695.750000 Penalty: 783.770935
	Iteration 32Q: 3 clusters Score -254695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -254696.750000 Penalty: 783.770935
	Iteration 33Q: 3 clusters Score -254696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -254697.609375 Penalty: 783.770935
	Iteration 34Q: 3 clusters Score -254697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -254697.781250 Penalty: 783.770935
	Iteration 35Q: 3 clusters Score -254697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -254698.562500 Penalty: 783.770935
	Iteration 36Q: 3 clusters Score -254698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -254698.500000 Penalty: 783.770935
	Iteration 37Q: 3 clusters Score -254698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -254698.828125 Penalty: 783.770935
	Iteration 38Q: 3 clusters Score -254698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -254699.109375 Penalty: 783.770935
	Iteration 39Q: 3 clusters Score -254699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -254699.640625 Penalty: 783.770935
	Iteration 40F: 3 clusters Score -254699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -254699.796875 Penalty: 783.770935
	Iteration 41Q: 3 clusters Score -254699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -254700.390625 Penalty: 783.770935
	Iteration 42Q: 3 clusters Score -254700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -254700.046875 Penalty: 783.770935
	Iteration 43Q: 3 clusters Score -254700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -254700.062500 Penalty: 783.770935
	Iteration 44Q: 3 clusters Score -254700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -254700.062500 Penalty: 783.770935
	Iteration 45F: 3 clusters Score -254700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -538051.687500 Penalty: 424.768097
	Iteration 0F: 2 clusters Score -538051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -530460.687500 Penalty: 849.536194
	Iteration 0F: 3 clusters Score -530460.7 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -533699.937500 Penalty: 849.536194
	Iteration 1F: 3 clusters Score -533699.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -534160.687500 Penalty: 849.536194
	Iteration 2F: 3 clusters Score -534160.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -534865.437500 Penalty: 849.536194
	Iteration 3F: 3 clusters Score -534865.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -535744.125000 Penalty: 849.536194
	Iteration 4F: 3 clusters Score -535744.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -536445.062500 Penalty: 849.536194
	Iteration 5F: 3 clusters Score -536445.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -536844.875000 Penalty: 849.536194
	Iteration 6Q: 3 clusters Score -536844.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -537033.375000 Penalty: 849.536194
	Iteration 7Q: 3 clusters Score -537033.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -537161.437500 Penalty: 849.536194
	Iteration 8Q: 3 clusters Score -537161.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -537275.062500 Penalty: 849.536194
	Iteration 9Q: 3 clusters Score -537275.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -537361.312500 Penalty: 849.536194
	Iteration 10Q: 3 clusters Score -537361.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -537428.750000 Penalty: 849.536194
	Iteration 11Q: 3 clusters Score -537428.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -537492.187500 Penalty: 849.536194
	Iteration 12Q: 3 clusters Score -537492.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -537546.312500 Penalty: 849.536194
	Iteration 13Q: 3 clusters Score -537546.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -537601.562500 Penalty: 849.536194
	Iteration 14Q: 3 clusters Score -537601.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -537641.937500 Penalty: 849.536194
	Iteration 15Q: 3 clusters Score -537641.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -537672.937500 Penalty: 849.536194
	Iteration 16Q: 3 clusters Score -537672.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -537690.625000 Penalty: 849.536194
	Iteration 17Q: 3 clusters Score -537690.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -537700.125000 Penalty: 849.536194
	Iteration 18Q: 3 clusters Score -537700.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -537708.312500 Penalty: 849.536194
	Iteration 19Q: 3 clusters Score -537708.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -537716.750000 Penalty: 849.536194
	Iteration 20F: 3 clusters Score -537716.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -537725.875000 Penalty: 849.536194
	Iteration 21Q: 3 clusters Score -537725.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -537737.187500 Penalty: 849.536194
	Iteration 22Q: 3 clusters Score -537737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -537752.750000 Penalty: 849.536194
	Iteration 23Q: 3 clusters Score -537752.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -537767.812500 Penalty: 849.536194
	Iteration 24Q: 3 clusters Score -537767.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -537780.625000 Penalty: 849.536194
	Iteration 25Q: 3 clusters Score -537780.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -537787.062500 Penalty: 849.536194
	Iteration 26Q: 3 clusters Score -537787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -537792.312500 Penalty: 849.536194
	Iteration 27Q: 3 clusters Score -537792.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -537797.250000 Penalty: 849.536194
	Iteration 28Q: 3 clusters Score -537797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -537800.937500 Penalty: 849.536194
	Iteration 29Q: 3 clusters Score -537800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -537803.687500 Penalty: 849.536194
	Iteration 30Q: 3 clusters Score -537803.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -537805.875000 Penalty: 849.536194
	Iteration 31Q: 3 clusters Score -537805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -537808.000000 Penalty: 849.536194
	Iteration 32Q: 3 clusters Score -537808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -537808.687500 Penalty: 849.536194
	Iteration 33Q: 3 clusters Score -537808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -537810.687500 Penalty: 849.536194
	Iteration 34Q: 3 clusters Score -537810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -537810.875000 Penalty: 849.536194
	Iteration 35Q: 3 clusters Score -537810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -537811.312500 Penalty: 849.536194
	Iteration 36Q: 3 clusters Score -537811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -537812.875000 Penalty: 849.536194
	Iteration 37Q: 3 clusters Score -537812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -537812.687500 Penalty: 849.536194
	Iteration 38Q: 3 clusters Score -537812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -537812.687500 Penalty: 849.536194
	Iteration 39F: 3 clusters Score -537812.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17650.527344 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17650.53 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 193 members 
Entering Unmasked Estep 
Score: -17242.802734 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17242.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17348.507812 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17348.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17404.003906 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17441.136719 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -17441.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17452.755859 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17452.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -17461.748047 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17461.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17468.103516 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17472.572266 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17472.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17474.785156 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17474.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17475.775391 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17475.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17475.937500 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17475.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17476.992188 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -17476.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17477.193359 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -17477.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17477.193359 Penalty: 540.315796
	Iteration 13F: 3 clusters Score -17477.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Entering Unmasked Estep 
Score: -4140179.000000 Penalty: 514.627319
	Iteration 0F: 2 clusters Score -4140179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -4084971.000000 Penalty: 1029.254639
	Iteration 0F: 3 clusters Score -4084971 nChanged 39901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4108212.500000 Penalty: 1029.254639
	Iteration 1F: 3 clusters Score -4108212 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4108903.500000 Penalty: 1029.254639
	Iteration 2Q: 3 clusters Score -4108904 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -4109669.750000 Penalty: 1029.254639
	Iteration 3Q: 3 clusters Score -4109670 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4110718.250000 Penalty: 1029.254639
	Iteration 4Q: 3 clusters Score -4110718 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4112014.500000 Penalty: 1029.254639
	Iteration 5Q: 3 clusters Score -4112014 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4113740.750000 Penalty: 1029.254639
	Iteration 6Q: 3 clusters Score -4113741 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4116149.250000 Penalty: 1029.254639
	Iteration 7F: 3 clusters Score -4116149 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4119375.000000 Penalty: 1029.254639
	Iteration 8F: 3 clusters Score -4119375 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4123470.750000 Penalty: 1029.254639
	Iteration 9F: 3 clusters Score -4123471 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4126912.500000 Penalty: 1029.254639
	Iteration 10F: 3 clusters Score -4126912 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4128937.000000 Penalty: 1029.254639
	Iteration 11Q: 3 clusters Score -4128937 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4129956.250000 Penalty: 1029.254639
	Iteration 12Q: 3 clusters Score -4129956 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4130641.250000 Penalty: 1029.254639
	Iteration 13Q: 3 clusters Score -4130641 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4131308.500000 Penalty: 1029.254639
	Iteration 14Q: 3 clusters Score -4131308 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4131897.500000 Penalty: 1029.254639
	Iteration 15Q: 3 clusters Score -4131898 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -4132537.750000 Penalty: 1029.254639
	Iteration 16Q: 3 clusters Score -4132538 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4133186.000000 Penalty: 1029.254639
	Iteration 17Q: 3 clusters Score -4133186 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4133851.000000 Penalty: 1029.254639
	Iteration 18Q: 3 clusters Score -4133851 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4134516.250000 Penalty: 1029.254639
	Iteration 19Q: 3 clusters Score -4134516 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4135336.750000 Penalty: 1029.254639
	Iteration 20F: 3 clusters Score -4135337 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4136165.750000 Penalty: 1029.254639
	Iteration 21Q: 3 clusters Score -4136166 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4137006.250000 Penalty: 1029.254639
	Iteration 22Q: 3 clusters Score -4137006 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4137683.250000 Penalty: 1029.254639
	Iteration 23Q: 3 clusters Score -4137683 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4138215.500000 Penalty: 1029.254639
	Iteration 24Q: 3 clusters Score -4138216 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4138541.750000 Penalty: 1029.254639
	Iteration 25Q: 3 clusters Score -4138542 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4138770.000000 Penalty: 1029.254639
	Iteration 26Q: 3 clusters Score -4138770 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4138946.250000 Penalty: 1029.254639
	Iteration 27Q: 3 clusters Score -4138946 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4139052.500000 Penalty: 1029.254639
	Iteration 28Q: 3 clusters Score -4139052 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4139144.750000 Penalty: 1029.254639
	Iteration 29Q: 3 clusters Score -4139145 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4139211.250000 Penalty: 1029.254639
	Iteration 30Q: 3 clusters Score -4139211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4139271.000000 Penalty: 1029.254639
	Iteration 31Q: 3 clusters Score -4139271 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4139320.000000 Penalty: 1029.254639
	Iteration 32Q: 3 clusters Score -4139320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4139359.250000 Penalty: 1029.254639
	Iteration 33Q: 3 clusters Score -4139359 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4139396.750000 Penalty: 1029.254639
	Iteration 34Q: 3 clusters Score -4139397 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4139432.000000 Penalty: 1029.254639
	Iteration 35Q: 3 clusters Score -4139432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4139460.250000 Penalty: 1029.254639
	Iteration 36Q: 3 clusters Score -4139460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4139487.250000 Penalty: 1029.254639
	Iteration 37Q: 3 clusters Score -4139487 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4139499.250000 Penalty: 1029.254639
	Iteration 38Q: 3 clusters Score -4139499 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4139513.750000 Penalty: 1029.254639
	Iteration 39Q: 3 clusters Score -4139514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4139541.000000 Penalty: 1029.254639
	Iteration 40F: 3 clusters Score -4139541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4139561.250000 Penalty: 1029.254639
	Iteration 41Q: 3 clusters Score -4139561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4139567.000000 Penalty: 1029.254639
	Iteration 42Q: 3 clusters Score -4139567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4139582.500000 Penalty: 1029.254639
	Iteration 43Q: 3 clusters Score -4139582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4139597.250000 Penalty: 1029.254639
	Iteration 44Q: 3 clusters Score -4139597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4139628.000000 Penalty: 1029.254639
	Iteration 45Q: 3 clusters Score -4139628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4139645.000000 Penalty: 1029.254639
	Iteration 46Q: 3 clusters Score -4139645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4139662.250000 Penalty: 1029.254639
	Iteration 47Q: 3 clusters Score -4139662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4139675.500000 Penalty: 1029.254639
	Iteration 48Q: 3 clusters Score -4139676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4139688.500000 Penalty: 1029.254639
	Iteration 49Q: 3 clusters Score -4139688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4139686.750000 Penalty: 1029.254639
	Iteration 50Q: 3 clusters Score -4139687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4139709.250000 Penalty: 1029.254639
	Iteration 51Q: 3 clusters Score -4139709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4139726.500000 Penalty: 1029.254639
	Iteration 52Q: 3 clusters Score -4139726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4139739.250000 Penalty: 1029.254639
	Iteration 53Q: 3 clusters Score -4139739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4139746.750000 Penalty: 1029.254639
	Iteration 54Q: 3 clusters Score -4139747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4139757.000000 Penalty: 1029.254639
	Iteration 55Q: 3 clusters Score -4139757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4139757.250000 Penalty: 1029.254639
	Iteration 56Q: 3 clusters Score -4139757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4139761.750000 Penalty: 1029.254639
	Iteration 57Q: 3 clusters Score -4139762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4139758.500000 Penalty: 1029.254639
	Iteration 58Q: 3 clusters Score -4139758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4139762.750000 Penalty: 1029.254639
	Iteration 59Q: 3 clusters Score -4139763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4139767.500000 Penalty: 1029.254639
	Iteration 60F: 3 clusters Score -4139768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4139769.250000 Penalty: 1029.254639
	Iteration 61Q: 3 clusters Score -4139769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4139772.500000 Penalty: 1029.254639
	Iteration 62Q: 3 clusters Score -4139772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4139769.000000 Penalty: 1029.254639
	Iteration 63Q: 3 clusters Score -4139769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4139767.500000 Penalty: 1029.254639
	Iteration 64Q: 3 clusters Score -4139768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4139767.000000 Penalty: 1029.254639
	Iteration 65Q: 3 clusters Score -4139767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4139774.500000 Penalty: 1029.254639
	Iteration 66Q: 3 clusters Score -4139774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4139779.500000 Penalty: 1029.254639
	Iteration 67Q: 3 clusters Score -4139780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4139777.750000 Penalty: 1029.254639
	Iteration 68Q: 3 clusters Score -4139778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4139777.000000 Penalty: 1029.254639
	Iteration 69Q: 3 clusters Score -4139777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4139777.000000 Penalty: 1029.254639
	Iteration 70F: 3 clusters Score -4139777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -212619.437500 Penalty: 377.662781
	Iteration 0F: 2 clusters Score -212619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -209927.078125 Penalty: 755.325562
	Iteration 0F: 3 clusters Score -209927.1 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -211195.015625 Penalty: 755.325562
	Iteration 1F: 3 clusters Score -211195 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -211569.750000 Penalty: 755.325562
	Iteration 2F: 3 clusters Score -211569.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -211881.468750 Penalty: 755.325562
	Iteration 3F: 3 clusters Score -211881.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -212043.828125 Penalty: 755.325562
	Iteration 4F: 3 clusters Score -212043.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -212112.812500 Penalty: 755.325562
	Iteration 5Q: 3 clusters Score -212112.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -212133.281250 Penalty: 755.325562
	Iteration 6Q: 3 clusters Score -212133.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -212143.046875 Penalty: 755.325562
	Iteration 7Q: 3 clusters Score -212143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -212148.546875 Penalty: 755.325562
	Iteration 8Q: 3 clusters Score -212148.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212153.218750 Penalty: 755.325562
	Iteration 9Q: 3 clusters Score -212153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212155.062500 Penalty: 755.325562
	Iteration 10Q: 3 clusters Score -212155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212156.562500 Penalty: 755.325562
	Iteration 11Q: 3 clusters Score -212156.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -212160.156250 Penalty: 755.325562
	Iteration 12Q: 3 clusters Score -212160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -212163.687500 Penalty: 755.325562
	Iteration 13Q: 3 clusters Score -212163.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -212165.437500 Penalty: 755.325562
	Iteration 14Q: 3 clusters Score -212165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -212168.593750 Penalty: 755.325562
	Iteration 15Q: 3 clusters Score -212168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212170.843750 Penalty: 755.325562
	Iteration 16Q: 3 clusters Score -212170.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -212173.718750 Penalty: 755.325562
	Iteration 17Q: 3 clusters Score -212173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -212175.578125 Penalty: 755.325562
	Iteration 18Q: 3 clusters Score -212175.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -212179.906250 Penalty: 755.325562
	Iteration 19Q: 3 clusters Score -212179.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212182.859375 Penalty: 755.325562
	Iteration 20F: 3 clusters Score -212182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212185.203125 Penalty: 755.325562
	Iteration 21Q: 3 clusters Score -212185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -212186.437500 Penalty: 755.325562
	Iteration 22Q: 3 clusters Score -212186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212189.125000 Penalty: 755.325562
	Iteration 23Q: 3 clusters Score -212189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -212192.046875 Penalty: 755.325562
	Iteration 24Q: 3 clusters Score -212192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212194.984375 Penalty: 755.325562
	Iteration 25Q: 3 clusters Score -212195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212199.390625 Penalty: 755.325562
	Iteration 26Q: 3 clusters Score -212199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -212202.187500 Penalty: 755.325562
	Iteration 27Q: 3 clusters Score -212202.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -212204.656250 Penalty: 755.325562
	Iteration 28Q: 3 clusters Score -212204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -212206.453125 Penalty: 755.325562
	Iteration 29Q: 3 clusters Score -212206.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -212208.890625 Penalty: 755.325562
	Iteration 30Q: 3 clusters Score -212208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212210.750000 Penalty: 755.325562
	Iteration 31Q: 3 clusters Score -212210.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212214.562500 Penalty: 755.325562
	Iteration 32Q: 3 clusters Score -212214.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212220.171875 Penalty: 755.325562
	Iteration 33Q: 3 clusters Score -212220.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -212225.656250 Penalty: 755.325562
	Iteration 34Q: 3 clusters Score -212225.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -212230.515625 Penalty: 755.325562
	Iteration 35Q: 3 clusters Score -212230.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212234.875000 Penalty: 755.325562
	Iteration 36Q: 3 clusters Score -212234.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212238.375000 Penalty: 755.325562
	Iteration 37Q: 3 clusters Score -212238.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -212244.734375 Penalty: 755.325562
	Iteration 38Q: 3 clusters Score -212244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212249.218750 Penalty: 755.325562
	Iteration 39Q: 3 clusters Score -212249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -212251.468750 Penalty: 755.325562
	Iteration 40F: 3 clusters Score -212251.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -212254.671875 Penalty: 755.325562
	Iteration 41Q: 3 clusters Score -212254.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212258.171875 Penalty: 755.325562
	Iteration 42Q: 3 clusters Score -212258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212260.906250 Penalty: 755.325562
	Iteration 43Q: 3 clusters Score -212260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -212263.437500 Penalty: 755.325562
	Iteration 44Q: 3 clusters Score -212263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -212266.406250 Penalty: 755.325562
	Iteration 45Q: 3 clusters Score -212266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -212267.359375 Penalty: 755.325562
	Iteration 46Q: 3 clusters Score -212267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -212268.140625 Penalty: 755.325562
	Iteration 47Q: 3 clusters Score -212268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -212270.734375 Penalty: 755.325562
	Iteration 48Q: 3 clusters Score -212270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -212274.703125 Penalty: 755.325562
	Iteration 49Q: 3 clusters Score -212274.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -212276.484375 Penalty: 755.325562
	Iteration 50Q: 3 clusters Score -212276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -212279.375000 Penalty: 755.325562
	Iteration 51Q: 3 clusters Score -212279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -212283.734375 Penalty: 755.325562
	Iteration 52Q: 3 clusters Score -212283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -212286.093750 Penalty: 755.325562
	Iteration 53Q: 3 clusters Score -212286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -212287.359375 Penalty: 755.325562
	Iteration 54Q: 3 clusters Score -212287.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -212291.500000 Penalty: 755.325562
	Iteration 55Q: 3 clusters Score -212291.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -212295.437500 Penalty: 755.325562
	Iteration 56Q: 3 clusters Score -212295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -212296.312500 Penalty: 755.325562
	Iteration 57Q: 3 clusters Score -212296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -212296.656250 Penalty: 755.325562
	Iteration 58Q: 3 clusters Score -212296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -212296.406250 Penalty: 755.325562
	Iteration 59Q: 3 clusters Score -212296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -212297.296875 Penalty: 755.325562
	Iteration 60F: 3 clusters Score -212297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -212298.140625 Penalty: 755.325562
	Iteration 61Q: 3 clusters Score -212298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -212298.359375 Penalty: 755.325562
	Iteration 62Q: 3 clusters Score -212298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -212298.359375 Penalty: 755.325562
	Iteration 63F: 3 clusters Score -212298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -25817.556641 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -25817.56 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 282 members 
Entering Unmasked Estep 
Score: -25308.583984 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -25308.58 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25428.955078 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -25428.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25465.667969 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -25465.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25486.738281 Penalty: 574.367859
	Iteration 3Q: 3 clusters Score -25486.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25504.369141 Penalty: 574.367859
	Iteration 4Q: 3 clusters Score -25504.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25516.607422 Penalty: 574.367859
	Iteration 5Q: 3 clusters Score -25516.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25523.812500 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -25523.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25530.275391 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -25530.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25539.339844 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -25539.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25545.699219 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -25545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25547.066406 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -25547.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25547.277344 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -25547.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25547.277344 Penalty: 574.367859
	Iteration 12F: 3 clusters Score -25547.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 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 124 members 
Entering Unmasked Estep 
Score: -10166.843750 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10166.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10245.137695 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10245.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10288.607422 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10288.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10322.126953 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10322.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10342.216797 Penalty: 497.208710
	Iteration 4F: 3 clusters Score -10342.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10349.610352 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10349.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10352.095703 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10352.590820 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10352.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10352.590820 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -10352.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Entering Unmasked Estep 
Score: -1052441.125000 Penalty: 454.469177
	Iteration 0F: 2 clusters Score -1052441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1037957.750000 Penalty: 908.938354
	Iteration 0F: 3 clusters Score -1037958 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1044044.375000 Penalty: 908.938354
	Iteration 1F: 3 clusters Score -1044044 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1044332.687500 Penalty: 908.938354
	Iteration 2Q: 3 clusters Score -1044333 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1044809.687500 Penalty: 908.938354
	Iteration 3Q: 3 clusters Score -1044810 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1045641.000000 Penalty: 908.938354
	Iteration 4F: 3 clusters Score -1045641 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1047048.187500 Penalty: 908.938354
	Iteration 5F: 3 clusters Score -1047048 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1048862.500000 Penalty: 908.938354
	Iteration 6F: 3 clusters Score -1048862 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1050533.500000 Penalty: 908.938354
	Iteration 7F: 3 clusters Score -1050534 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1051539.125000 Penalty: 908.938354
	Iteration 8Q: 3 clusters Score -1051539 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -1051875.625000 Penalty: 908.938354
	Iteration 9Q: 3 clusters Score -1051876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -1051967.875000 Penalty: 908.938354
	Iteration 10Q: 3 clusters Score -1051968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -1052010.125000 Penalty: 908.938354
	Iteration 11Q: 3 clusters Score -1052010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -1052038.125000 Penalty: 908.938354
	Iteration 12Q: 3 clusters Score -1052038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1052056.500000 Penalty: 908.938354
	Iteration 13Q: 3 clusters Score -1052056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1052064.500000 Penalty: 908.938354
	Iteration 14Q: 3 clusters Score -1052064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -1052068.750000 Penalty: 908.938354
	Iteration 15Q: 3 clusters Score -1052069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1052070.125000 Penalty: 908.938354
	Iteration 16Q: 3 clusters Score -1052070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1052070.125000 Penalty: 908.938354
	Iteration 17F: 3 clusters Score -1052070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -159018.484375 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -159018.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -156963.796875 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -156963.8 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -157625.500000 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -157625.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -157714.593750 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -157714.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157837.984375 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -157838 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158001.968750 Penalty: 725.305969
	Iteration 4F: 3 clusters Score -158002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158174.015625 Penalty: 725.305969
	Iteration 5F: 3 clusters Score -158174 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -158362.500000 Penalty: 725.305969
	Iteration 6F: 3 clusters Score -158362.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -158517.734375 Penalty: 725.305969
	Iteration 7Q: 3 clusters Score -158517.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -158620.062500 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -158620.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -158657.984375 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -158658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -158692.828125 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -158692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -158698.765625 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -158698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -158701.640625 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -158701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -158701.640625 Penalty: 725.305969
	Iteration 13F: 3 clusters Score -158701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 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 216 members 
Entering Unmasked Estep 
Score: -18869.554688 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18869.55 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18960.962891 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18960.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18987.197266 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -18987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19015.298828 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -19015.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19032.570312 Penalty: 548.792358
	Iteration 4F: 3 clusters Score -19032.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19047.300781 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19063.691406 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19063.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19072.521484 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19072.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19080.503906 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19086.158203 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19086.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19089.896484 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19090.675781 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19090.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19093.804688 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19093.804688 Penalty: 548.792358
	Iteration 13F: 3 clusters Score -19093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6067.510254 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6067.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6105.243164 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6105.243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6116.192383 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6116.192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6126.332031 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6126.332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6130.814941 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6130.815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6134.913574 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -6134.914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6134.913574 Penalty: 450.337158
	Iteration 6F: 3 clusters Score -6134.914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34783.738281 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34783.74 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34951.222656 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34951.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34977.589844 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34977.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34995.121094 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -34995.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -35005.671875 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35005.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35012.414062 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35012.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35016.277344 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35016.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35019.656250 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35019.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35021.054688 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35021.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35021.828125 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35021.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35024.265625 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35024.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35024.835938 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35024.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35025.179688 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35025.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35025.179688 Penalty: 602.910706
	Iteration 13F: 3 clusters Score -35025.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7517.874512 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7517.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7249.365723 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7249.366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7321.315918 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7321.316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7335.855469 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7335.855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7349.002441 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7349.002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7361.640137 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7361.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7363.973145 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7363.973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7364.331055 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7364.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7364.630859 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -7364.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7364.630859 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -7364.631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -182504.828125 Penalty: 370.238190
	Iteration 0F: 2 clusters Score -182504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -180132.875000 Penalty: 740.476379
	Iteration 0F: 3 clusters Score -180132.9 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -180887.937500 Penalty: 740.476379
	Iteration 1F: 3 clusters Score -180887.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -180989.937500 Penalty: 740.476379
	Iteration 2F: 3 clusters Score -180989.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -181091.531250 Penalty: 740.476379
	Iteration 3F: 3 clusters Score -181091.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -181186.703125 Penalty: 740.476379
	Iteration 4Q: 3 clusters Score -181186.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -181302.156250 Penalty: 740.476379
	Iteration 5Q: 3 clusters Score -181302.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -181442.062500 Penalty: 740.476379
	Iteration 6F: 3 clusters Score -181442.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -181559.453125 Penalty: 740.476379
	Iteration 7Q: 3 clusters Score -181559.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -181657.687500 Penalty: 740.476379
	Iteration 8Q: 3 clusters Score -181657.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -181718.734375 Penalty: 740.476379
	Iteration 9Q: 3 clusters Score -181718.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -181753.390625 Penalty: 740.476379
	Iteration 10Q: 3 clusters Score -181753.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -181771.640625 Penalty: 740.476379
	Iteration 11Q: 3 clusters Score -181771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -181782.015625 Penalty: 740.476379
	Iteration 12Q: 3 clusters Score -181782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -181789.593750 Penalty: 740.476379
	Iteration 13Q: 3 clusters Score -181789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -181795.171875 Penalty: 740.476379
	Iteration 14Q: 3 clusters Score -181795.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -181802.015625 Penalty: 740.476379
	Iteration 15Q: 3 clusters Score -181802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -181808.953125 Penalty: 740.476379
	Iteration 16Q: 3 clusters Score -181809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -181814.109375 Penalty: 740.476379
	Iteration 17Q: 3 clusters Score -181814.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -181817.828125 Penalty: 740.476379
	Iteration 18Q: 3 clusters Score -181817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -181820.375000 Penalty: 740.476379
	Iteration 19Q: 3 clusters Score -181820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -181822.531250 Penalty: 740.476379
	Iteration 20F: 3 clusters Score -181822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -181825.265625 Penalty: 740.476379
	Iteration 21Q: 3 clusters Score -181825.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -181829.859375 Penalty: 740.476379
	Iteration 22Q: 3 clusters Score -181829.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -181837.046875 Penalty: 740.476379
	Iteration 23Q: 3 clusters Score -181837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -181842.312500 Penalty: 740.476379
	Iteration 24Q: 3 clusters Score -181842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -181846.250000 Penalty: 740.476379
	Iteration 25Q: 3 clusters Score -181846.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -181849.109375 Penalty: 740.476379
	Iteration 26Q: 3 clusters Score -181849.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -181851.406250 Penalty: 740.476379
	Iteration 27Q: 3 clusters Score -181851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -181852.906250 Penalty: 740.476379
	Iteration 28Q: 3 clusters Score -181852.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -181854.390625 Penalty: 740.476379
	Iteration 29Q: 3 clusters Score -181854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -181855.187500 Penalty: 740.476379
	Iteration 30Q: 3 clusters Score -181855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -181856.625000 Penalty: 740.476379
	Iteration 31Q: 3 clusters Score -181856.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -181859.031250 Penalty: 740.476379
	Iteration 32Q: 3 clusters Score -181859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -181862.343750 Penalty: 740.476379
	Iteration 33Q: 3 clusters Score -181862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -181864.343750 Penalty: 740.476379
	Iteration 34Q: 3 clusters Score -181864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -181865.953125 Penalty: 740.476379
	Iteration 35Q: 3 clusters Score -181866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -181867.218750 Penalty: 740.476379
	Iteration 36Q: 3 clusters Score -181867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -181868.187500 Penalty: 740.476379
	Iteration 37Q: 3 clusters Score -181868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -181868.812500 Penalty: 740.476379
	Iteration 38Q: 3 clusters Score -181868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -181869.578125 Penalty: 740.476379
	Iteration 39Q: 3 clusters Score -181869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -181870.125000 Penalty: 740.476379
	Iteration 40F: 3 clusters Score -181870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -181870.312500 Penalty: 740.476379
	Iteration 41Q: 3 clusters Score -181870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -181870.468750 Penalty: 740.476379
	Iteration 42Q: 3 clusters Score -181870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -181871.140625 Penalty: 740.476379
	Iteration 43Q: 3 clusters Score -181871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -181871.312500 Penalty: 740.476379
	Iteration 44Q: 3 clusters Score -181871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -181871.500000 Penalty: 740.476379
	Iteration 45Q: 3 clusters Score -181871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -181871.625000 Penalty: 740.476379
	Iteration 46Q: 3 clusters Score -181871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -181872.171875 Penalty: 740.476379
	Iteration 47Q: 3 clusters Score -181872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -181872.812500 Penalty: 740.476379
	Iteration 48Q: 3 clusters Score -181872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -181873.140625 Penalty: 740.476379
	Iteration 49Q: 3 clusters Score -181873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -181872.953125 Penalty: 740.476379
	Iteration 50Q: 3 clusters Score -181873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -181873.203125 Penalty: 740.476379
	Iteration 51Q: 3 clusters Score -181873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -181873.203125 Penalty: 740.476379
	Iteration 52F: 3 clusters Score -181873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Entering Unmasked Estep 
Score: -623192.750000 Penalty: 431.688934
	Iteration 0F: 2 clusters Score -623192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -614498.625000 Penalty: 863.377869
	Iteration 0F: 3 clusters Score -614498.6 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -617993.000000 Penalty: 863.377869
	Iteration 1F: 3 clusters Score -617993 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -618366.312500 Penalty: 863.377869
	Iteration 2F: 3 clusters Score -618366.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -618961.125000 Penalty: 863.377869
	Iteration 3F: 3 clusters Score -618961.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -619846.750000 Penalty: 863.377869
	Iteration 4F: 3 clusters Score -619846.8 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -620911.500000 Penalty: 863.377869
	Iteration 5F: 3 clusters Score -620911.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -621877.937500 Penalty: 863.377869
	Iteration 6F: 3 clusters Score -621877.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -622488.187500 Penalty: 863.377869
	Iteration 7Q: 3 clusters Score -622488.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -622699.500000 Penalty: 863.377869
	Iteration 8Q: 3 clusters Score -622699.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -622753.437500 Penalty: 863.377869
	Iteration 9Q: 3 clusters Score -622753.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -622781.375000 Penalty: 863.377869
	Iteration 10Q: 3 clusters Score -622781.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -622797.500000 Penalty: 863.377869
	Iteration 11Q: 3 clusters Score -622797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -622807.000000 Penalty: 863.377869
	Iteration 12Q: 3 clusters Score -622807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -622809.187500 Penalty: 863.377869
	Iteration 13Q: 3 clusters Score -622809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -622809.187500 Penalty: 863.377869
	Iteration 14F: 3 clusters Score -622809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -19391.097656 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -19391.1 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 203 members 
Entering Unmasked Estep 
Score: -18951.900391 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -18951.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19074.443359 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -19074.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19107.800781 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -19107.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19121.156250 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -19121.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19129.810547 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -19129.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19132.517578 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -19132.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19134.556641 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -19134.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19135.849609 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -19135.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19136.681641 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -19136.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19136.681641 Penalty: 546.802002
	Iteration 9F: 3 clusters Score -19136.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Entering Unmasked Estep 
Score: -3518554.250000 Penalty: 508.569641
	Iteration 0F: 2 clusters Score -3518554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -3470428.250000 Penalty: 1017.139282
	Iteration 0F: 3 clusters Score -3470428 nChanged 34665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -3491461.000000 Penalty: 1017.139282
	Iteration 1F: 3 clusters Score -3491461 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3492297.000000 Penalty: 1017.139282
	Iteration 2Q: 3 clusters Score -3492297 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3493513.000000 Penalty: 1017.139282
	Iteration 3Q: 3 clusters Score -3493513 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3495272.250000 Penalty: 1017.139282
	Iteration 4Q: 3 clusters Score -3495272 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -3498024.750000 Penalty: 1017.139282
	Iteration 5F: 3 clusters Score -3498025 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3501878.250000 Penalty: 1017.139282
	Iteration 6F: 3 clusters Score -3501878 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3505476.000000 Penalty: 1017.139282
	Iteration 7F: 3 clusters Score -3505476 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3507411.500000 Penalty: 1017.139282
	Iteration 8F: 3 clusters Score -3507412 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3508368.750000 Penalty: 1017.139282
	Iteration 9Q: 3 clusters Score -3508369 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3509128.500000 Penalty: 1017.139282
	Iteration 10Q: 3 clusters Score -3509128 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3509971.000000 Penalty: 1017.139282
	Iteration 11Q: 3 clusters Score -3509971 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3510914.500000 Penalty: 1017.139282
	Iteration 12Q: 3 clusters Score -3510914 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3511868.250000 Penalty: 1017.139282
	Iteration 13Q: 3 clusters Score -3511868 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3512862.000000 Penalty: 1017.139282
	Iteration 14Q: 3 clusters Score -3512862 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3513727.750000 Penalty: 1017.139282
	Iteration 15Q: 3 clusters Score -3513728 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3514519.250000 Penalty: 1017.139282
	Iteration 16Q: 3 clusters Score -3514519 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3515092.750000 Penalty: 1017.139282
	Iteration 17Q: 3 clusters Score -3515093 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3515474.000000 Penalty: 1017.139282
	Iteration 18Q: 3 clusters Score -3515474 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3515737.500000 Penalty: 1017.139282
	Iteration 19Q: 3 clusters Score -3515738 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3515933.250000 Penalty: 1017.139282
	Iteration 20F: 3 clusters Score -3515933 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3516074.250000 Penalty: 1017.139282
	Iteration 21Q: 3 clusters Score -3516074 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3516221.250000 Penalty: 1017.139282
	Iteration 22Q: 3 clusters Score -3516221 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3516318.250000 Penalty: 1017.139282
	Iteration 23Q: 3 clusters Score -3516318 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3516401.500000 Penalty: 1017.139282
	Iteration 24Q: 3 clusters Score -3516402 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -3516486.500000 Penalty: 1017.139282
	Iteration 25Q: 3 clusters Score -3516486 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3516562.250000 Penalty: 1017.139282
	Iteration 26Q: 3 clusters Score -3516562 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3516626.500000 Penalty: 1017.139282
	Iteration 27Q: 3 clusters Score -3516626 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3516682.500000 Penalty: 1017.139282
	Iteration 28Q: 3 clusters Score -3516682 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3516757.500000 Penalty: 1017.139282
	Iteration 29Q: 3 clusters Score -3516758 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3516822.250000 Penalty: 1017.139282
	Iteration 30Q: 3 clusters Score -3516822 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3516878.000000 Penalty: 1017.139282
	Iteration 31Q: 3 clusters Score -3516878 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3516917.000000 Penalty: 1017.139282
	Iteration 32Q: 3 clusters Score -3516917 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3516955.750000 Penalty: 1017.139282
	Iteration 33Q: 3 clusters Score -3516956 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3517003.750000 Penalty: 1017.139282
	Iteration 34Q: 3 clusters Score -3517004 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3517028.750000 Penalty: 1017.139282
	Iteration 35Q: 3 clusters Score -3517029 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3517049.250000 Penalty: 1017.139282
	Iteration 36Q: 3 clusters Score -3517049 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3517072.500000 Penalty: 1017.139282
	Iteration 37Q: 3 clusters Score -3517072 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3517098.250000 Penalty: 1017.139282
	Iteration 38Q: 3 clusters Score -3517098 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3517118.750000 Penalty: 1017.139282
	Iteration 39Q: 3 clusters Score -3517119 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3517153.750000 Penalty: 1017.139282
	Iteration 40F: 3 clusters Score -3517154 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3517189.250000 Penalty: 1017.139282
	Iteration 41Q: 3 clusters Score -3517189 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3517228.750000 Penalty: 1017.139282
	Iteration 42Q: 3 clusters Score -3517229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3517259.500000 Penalty: 1017.139282
	Iteration 43Q: 3 clusters Score -3517260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3517290.250000 Penalty: 1017.139282
	Iteration 44Q: 3 clusters Score -3517290 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3517327.000000 Penalty: 1017.139282
	Iteration 45Q: 3 clusters Score -3517327 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3517329.000000 Penalty: 1017.139282
	Iteration 46Q: 3 clusters Score -3517329 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3517358.750000 Penalty: 1017.139282
	Iteration 47Q: 3 clusters Score -3517359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3517399.250000 Penalty: 1017.139282
	Iteration 48Q: 3 clusters Score -3517399 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3517415.000000 Penalty: 1017.139282
	Iteration 49Q: 3 clusters Score -3517415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3517440.250000 Penalty: 1017.139282
	Iteration 50Q: 3 clusters Score -3517440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3517472.750000 Penalty: 1017.139282
	Iteration 51Q: 3 clusters Score -3517473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3517499.500000 Penalty: 1017.139282
	Iteration 52Q: 3 clusters Score -3517500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3517513.000000 Penalty: 1017.139282
	Iteration 53Q: 3 clusters Score -3517513 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3517549.250000 Penalty: 1017.139282
	Iteration 54Q: 3 clusters Score -3517549 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3517579.000000 Penalty: 1017.139282
	Iteration 55Q: 3 clusters Score -3517579 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3517602.000000 Penalty: 1017.139282
	Iteration 56Q: 3 clusters Score -3517602 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3517627.750000 Penalty: 1017.139282
	Iteration 57Q: 3 clusters Score -3517628 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3517644.500000 Penalty: 1017.139282
	Iteration 58Q: 3 clusters Score -3517644 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3517672.750000 Penalty: 1017.139282
	Iteration 59Q: 3 clusters Score -3517673 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3517688.500000 Penalty: 1017.139282
	Iteration 60F: 3 clusters Score -3517688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3517690.000000 Penalty: 1017.139282
	Iteration 61Q: 3 clusters Score -3517690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -3517723.500000 Penalty: 1017.139282
	Iteration 62Q: 3 clusters Score -3517724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3517732.500000 Penalty: 1017.139282
	Iteration 63Q: 3 clusters Score -3517732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3517771.750000 Penalty: 1017.139282
	Iteration 64Q: 3 clusters Score -3517772 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3517794.500000 Penalty: 1017.139282
	Iteration 65Q: 3 clusters Score -3517794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3517809.750000 Penalty: 1017.139282
	Iteration 66Q: 3 clusters Score -3517810 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3517824.500000 Penalty: 1017.139282
	Iteration 67Q: 3 clusters Score -3517824 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3517849.500000 Penalty: 1017.139282
	Iteration 68Q: 3 clusters Score -3517850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3517868.000000 Penalty: 1017.139282
	Iteration 69Q: 3 clusters Score -3517868 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -3517877.750000 Penalty: 1017.139282
	Iteration 70Q: 3 clusters Score -3517878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3517900.750000 Penalty: 1017.139282
	Iteration 71Q: 3 clusters Score -3517901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3517910.250000 Penalty: 1017.139282
	Iteration 72Q: 3 clusters Score -3517910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3517926.250000 Penalty: 1017.139282
	Iteration 73Q: 3 clusters Score -3517926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3517946.250000 Penalty: 1017.139282
	Iteration 74Q: 3 clusters Score -3517946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3517958.000000 Penalty: 1017.139282
	Iteration 75Q: 3 clusters Score -3517958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3517957.750000 Penalty: 1017.139282
	Iteration 76Q: 3 clusters Score -3517958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3517985.250000 Penalty: 1017.139282
	Iteration 77Q: 3 clusters Score -3517985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3517989.000000 Penalty: 1017.139282
	Iteration 78Q: 3 clusters Score -3517989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3517994.500000 Penalty: 1017.139282
	Iteration 79Q: 3 clusters Score -3517994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3518003.500000 Penalty: 1017.139282
	Iteration 80F: 3 clusters Score -3518004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3518011.250000 Penalty: 1017.139282
	Iteration 81Q: 3 clusters Score -3518011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3518013.250000 Penalty: 1017.139282
	Iteration 82Q: 3 clusters Score -3518013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3518014.750000 Penalty: 1017.139282
	Iteration 83Q: 3 clusters Score -3518015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3518019.750000 Penalty: 1017.139282
	Iteration 84Q: 3 clusters Score -3518020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3518028.000000 Penalty: 1017.139282
	Iteration 85Q: 3 clusters Score -3518028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3518027.250000 Penalty: 1017.139282
	Iteration 86Q: 3 clusters Score -3518027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3518023.750000 Penalty: 1017.139282
	Iteration 87Q: 3 clusters Score -3518024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3518037.000000 Penalty: 1017.139282
	Iteration 88Q: 3 clusters Score -3518037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3518036.250000 Penalty: 1017.139282
	Iteration 89Q: 3 clusters Score -3518036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3518038.500000 Penalty: 1017.139282
	Iteration 90Q: 3 clusters Score -3518038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3518037.750000 Penalty: 1017.139282
	Iteration 91Q: 3 clusters Score -3518038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3518031.750000 Penalty: 1017.139282
	Iteration 92Q: 3 clusters Score -3518032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3518033.250000 Penalty: 1017.139282
	Iteration 93Q: 3 clusters Score -3518033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3518032.750000 Penalty: 1017.139282
	Iteration 94Q: 3 clusters Score -3518033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3518033.000000 Penalty: 1017.139282
	Iteration 95Q: 3 clusters Score -3518033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3518031.000000 Penalty: 1017.139282
	Iteration 96Q: 3 clusters Score -3518031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3518024.500000 Penalty: 1017.139282
	Iteration 97Q: 3 clusters Score -3518024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3518023.000000 Penalty: 1017.139282
	Iteration 98Q: 3 clusters Score -3518023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3518023.750000 Penalty: 1017.139282
	Iteration 99Q: 3 clusters Score -3518024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3518020.750000 Penalty: 1017.139282
	Iteration 100F: 3 clusters Score -3518021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3518020.500000 Penalty: 1017.139282
	Iteration 101Q: 3 clusters Score -3518020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3518026.750000 Penalty: 1017.139282
	Iteration 102Q: 3 clusters Score -3518027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3518029.250000 Penalty: 1017.139282
	Iteration 103Q: 3 clusters Score -3518029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3518029.750000 Penalty: 1017.139282
	Iteration 104Q: 3 clusters Score -3518030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3518031.000000 Penalty: 1017.139282
	Iteration 105Q: 3 clusters Score -3518031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3518032.250000 Penalty: 1017.139282
	Iteration 106Q: 3 clusters Score -3518032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3518039.500000 Penalty: 1017.139282
	Iteration 107Q: 3 clusters Score -3518040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3518035.750000 Penalty: 1017.139282
	Iteration 108Q: 3 clusters Score -3518036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3518037.000000 Penalty: 1017.139282
	Iteration 109Q: 3 clusters Score -3518037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3518041.000000 Penalty: 1017.139282
	Iteration 110Q: 3 clusters Score -3518041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3518046.750000 Penalty: 1017.139282
	Iteration 111Q: 3 clusters Score -3518047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3518043.000000 Penalty: 1017.139282
	Iteration 112Q: 3 clusters Score -3518043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3518047.500000 Penalty: 1017.139282
	Iteration 113Q: 3 clusters Score -3518048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3518043.750000 Penalty: 1017.139282
	Iteration 114Q: 3 clusters Score -3518044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3518040.750000 Penalty: 1017.139282
	Iteration 115Q: 3 clusters Score -3518041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3518038.250000 Penalty: 1017.139282
	Iteration 116Q: 3 clusters Score -3518038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3518036.750000 Penalty: 1017.139282
	Iteration 117Q: 3 clusters Score -3518037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3518046.750000 Penalty: 1017.139282
	Iteration 118Q: 3 clusters Score -3518047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3518045.000000 Penalty: 1017.139282
	Iteration 119Q: 3 clusters Score -3518045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3518048.750000 Penalty: 1017.139282
	Iteration 120F: 3 clusters Score -3518049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3518052.500000 Penalty: 1017.139282
	Iteration 121Q: 3 clusters Score -3518052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3518055.250000 Penalty: 1017.139282
	Iteration 122Q: 3 clusters Score -3518055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3518060.000000 Penalty: 1017.139282
	Iteration 123Q: 3 clusters Score -3518060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3518062.250000 Penalty: 1017.139282
	Iteration 124Q: 3 clusters Score -3518062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3518056.750000 Penalty: 1017.139282
	Iteration 125Q: 3 clusters Score -3518057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3518058.000000 Penalty: 1017.139282
	Iteration 126Q: 3 clusters Score -3518058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3518055.500000 Penalty: 1017.139282
	Iteration 127Q: 3 clusters Score -3518056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3518052.500000 Penalty: 1017.139282
	Iteration 128Q: 3 clusters Score -3518052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3518056.750000 Penalty: 1017.139282
	Iteration 129Q: 3 clusters Score -3518057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3518060.500000 Penalty: 1017.139282
	Iteration 130Q: 3 clusters Score -3518060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3518061.250000 Penalty: 1017.139282
	Iteration 131Q: 3 clusters Score -3518061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3518058.500000 Penalty: 1017.139282
	Iteration 132Q: 3 clusters Score -3518058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3518062.750000 Penalty: 1017.139282
	Iteration 133Q: 3 clusters Score -3518063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3518060.500000 Penalty: 1017.139282
	Iteration 134Q: 3 clusters Score -3518060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3518060.750000 Penalty: 1017.139282
	Iteration 135Q: 3 clusters Score -3518061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3518061.500000 Penalty: 1017.139282
	Iteration 136Q: 3 clusters Score -3518062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3518060.000000 Penalty: 1017.139282
	Iteration 137Q: 3 clusters Score -3518060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3518061.500000 Penalty: 1017.139282
	Iteration 138Q: 3 clusters Score -3518062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3518064.000000 Penalty: 1017.139282
	Iteration 139Q: 3 clusters Score -3518064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3518063.500000 Penalty: 1017.139282
	Iteration 140F: 3 clusters Score -3518064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3518062.500000 Penalty: 1017.139282
	Iteration 141Q: 3 clusters Score -3518062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3518066.250000 Penalty: 1017.139282
	Iteration 142Q: 3 clusters Score -3518066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3518063.500000 Penalty: 1017.139282
	Iteration 143Q: 3 clusters Score -3518064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3518062.500000 Penalty: 1017.139282
	Iteration 144Q: 3 clusters Score -3518062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3518067.250000 Penalty: 1017.139282
	Iteration 145Q: 3 clusters Score -3518067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3518069.250000 Penalty: 1017.139282
	Iteration 146Q: 3 clusters Score -3518069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3518072.250000 Penalty: 1017.139282
	Iteration 147Q: 3 clusters Score -3518072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3518070.250000 Penalty: 1017.139282
	Iteration 148Q: 3 clusters Score -3518070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3518073.750000 Penalty: 1017.139282
	Iteration 149Q: 3 clusters Score -3518074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3518071.500000 Penalty: 1017.139282
	Iteration 150Q: 3 clusters Score -3518072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3518068.000000 Penalty: 1017.139282
	Iteration 151Q: 3 clusters Score -3518068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3518069.250000 Penalty: 1017.139282
	Iteration 152Q: 3 clusters Score -3518069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3518070.000000 Penalty: 1017.139282
	Iteration 153Q: 3 clusters Score -3518070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3518068.750000 Penalty: 1017.139282
	Iteration 154Q: 3 clusters Score -3518069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3518069.750000 Penalty: 1017.139282
	Iteration 155Q: 3 clusters Score -3518070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3518072.500000 Penalty: 1017.139282
	Iteration 156Q: 3 clusters Score -3518072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3518068.000000 Penalty: 1017.139282
	Iteration 157Q: 3 clusters Score -3518068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3518074.500000 Penalty: 1017.139282
	Iteration 158Q: 3 clusters Score -3518074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3518073.000000 Penalty: 1017.139282
	Iteration 159Q: 3 clusters Score -3518073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3518077.500000 Penalty: 1017.139282
	Iteration 160F: 3 clusters Score -3518078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3518078.250000 Penalty: 1017.139282
	Iteration 161Q: 3 clusters Score -3518078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3518081.500000 Penalty: 1017.139282
	Iteration 162Q: 3 clusters Score -3518082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3518085.000000 Penalty: 1017.139282
	Iteration 163Q: 3 clusters Score -3518085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3518085.500000 Penalty: 1017.139282
	Iteration 164Q: 3 clusters Score -3518086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3518090.250000 Penalty: 1017.139282
	Iteration 165Q: 3 clusters Score -3518090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3518090.500000 Penalty: 1017.139282
	Iteration 166Q: 3 clusters Score -3518090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3518091.750000 Penalty: 1017.139282
	Iteration 167Q: 3 clusters Score -3518092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3518097.250000 Penalty: 1017.139282
	Iteration 168Q: 3 clusters Score -3518097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3518095.000000 Penalty: 1017.139282
	Iteration 169Q: 3 clusters Score -3518095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3518095.500000 Penalty: 1017.139282
	Iteration 170Q: 3 clusters Score -3518096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3518099.250000 Penalty: 1017.139282
	Iteration 171Q: 3 clusters Score -3518099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3518097.750000 Penalty: 1017.139282
	Iteration 172Q: 3 clusters Score -3518098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3518096.000000 Penalty: 1017.139282
	Iteration 173Q: 3 clusters Score -3518096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3518093.000000 Penalty: 1017.139282
	Iteration 174Q: 3 clusters Score -3518093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3518100.250000 Penalty: 1017.139282
	Iteration 175Q: 3 clusters Score -3518100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3518099.750000 Penalty: 1017.139282
	Iteration 176Q: 3 clusters Score -3518100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3518100.500000 Penalty: 1017.139282
	Iteration 177Q: 3 clusters Score -3518100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3518103.250000 Penalty: 1017.139282
	Iteration 178Q: 3 clusters Score -3518103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3518102.250000 Penalty: 1017.139282
	Iteration 179Q: 3 clusters Score -3518102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3518104.250000 Penalty: 1017.139282
	Iteration 180F: 3 clusters Score -3518104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3518104.000000 Penalty: 1017.139282
	Iteration 181Q: 3 clusters Score -3518104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3518102.750000 Penalty: 1017.139282
	Iteration 182Q: 3 clusters Score -3518103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3518099.500000 Penalty: 1017.139282
	Iteration 183Q: 3 clusters Score -3518100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3518103.000000 Penalty: 1017.139282
	Iteration 184Q: 3 clusters Score -3518103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3518104.500000 Penalty: 1017.139282
	Iteration 185Q: 3 clusters Score -3518104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3518107.500000 Penalty: 1017.139282
	Iteration 186Q: 3 clusters Score -3518108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3518107.250000 Penalty: 1017.139282
	Iteration 187Q: 3 clusters Score -3518107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3518106.500000 Penalty: 1017.139282
	Iteration 188Q: 3 clusters Score -3518106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3518113.250000 Penalty: 1017.139282
	Iteration 189Q: 3 clusters Score -3518113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3518115.250000 Penalty: 1017.139282
	Iteration 190Q: 3 clusters Score -3518115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -3518121.250000 Penalty: 1017.139282
	Iteration 191Q: 3 clusters Score -3518121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3518120.250000 Penalty: 1017.139282
	Iteration 192Q: 3 clusters Score -3518120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3518119.500000 Penalty: 1017.139282
	Iteration 193Q: 3 clusters Score -3518120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3518118.750000 Penalty: 1017.139282
	Iteration 194Q: 3 clusters Score -3518119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3518116.750000 Penalty: 1017.139282
	Iteration 195Q: 3 clusters Score -3518117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3518119.500000 Penalty: 1017.139282
	Iteration 196Q: 3 clusters Score -3518120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3518121.000000 Penalty: 1017.139282
	Iteration 197Q: 3 clusters Score -3518121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3518119.250000 Penalty: 1017.139282
	Iteration 198Q: 3 clusters Score -3518119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3518118.250000 Penalty: 1017.139282
	Iteration 199Q: 3 clusters Score -3518118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3518117.500000 Penalty: 1017.139282
	Iteration 200F: 3 clusters Score -3518118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3518117.000000 Penalty: 1017.139282
	Iteration 201Q: 3 clusters Score -3518117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3518117.500000 Penalty: 1017.139282
	Iteration 202Q: 3 clusters Score -3518118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3518118.500000 Penalty: 1017.139282
	Iteration 203Q: 3 clusters Score -3518118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3518116.750000 Penalty: 1017.139282
	Iteration 204Q: 3 clusters Score -3518117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3518121.000000 Penalty: 1017.139282
	Iteration 205Q: 3 clusters Score -3518121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3518119.250000 Penalty: 1017.139282
	Iteration 206Q: 3 clusters Score -3518119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3518115.000000 Penalty: 1017.139282
	Iteration 207Q: 3 clusters Score -3518115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3518116.750000 Penalty: 1017.139282
	Iteration 208Q: 3 clusters Score -3518117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3518117.250000 Penalty: 1017.139282
	Iteration 209Q: 3 clusters Score -3518117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3518123.750000 Penalty: 1017.139282
	Iteration 210Q: 3 clusters Score -3518124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3518125.750000 Penalty: 1017.139282
	Iteration 211Q: 3 clusters Score -3518126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3518126.500000 Penalty: 1017.139282
	Iteration 212Q: 3 clusters Score -3518126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3518122.500000 Penalty: 1017.139282
	Iteration 213Q: 3 clusters Score -3518122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3518130.750000 Penalty: 1017.139282
	Iteration 214Q: 3 clusters Score -3518131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3518125.750000 Penalty: 1017.139282
	Iteration 215Q: 3 clusters Score -3518126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3518126.750000 Penalty: 1017.139282
	Iteration 216Q: 3 clusters Score -3518127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3518134.250000 Penalty: 1017.139282
	Iteration 217Q: 3 clusters Score -3518134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3518130.250000 Penalty: 1017.139282
	Iteration 218Q: 3 clusters Score -3518130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3518132.750000 Penalty: 1017.139282
	Iteration 219Q: 3 clusters Score -3518133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3518134.250000 Penalty: 1017.139282
	Iteration 220F: 3 clusters Score -3518134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3518129.250000 Penalty: 1017.139282
	Iteration 221Q: 3 clusters Score -3518129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3518126.750000 Penalty: 1017.139282
	Iteration 222Q: 3 clusters Score -3518127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3518128.750000 Penalty: 1017.139282
	Iteration 223Q: 3 clusters Score -3518129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3518135.000000 Penalty: 1017.139282
	Iteration 224Q: 3 clusters Score -3518135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3518136.000000 Penalty: 1017.139282
	Iteration 225Q: 3 clusters Score -3518136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3518141.750000 Penalty: 1017.139282
	Iteration 226Q: 3 clusters Score -3518142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3518143.250000 Penalty: 1017.139282
	Iteration 227Q: 3 clusters Score -3518143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3518144.000000 Penalty: 1017.139282
	Iteration 228Q: 3 clusters Score -3518144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3518148.250000 Penalty: 1017.139282
	Iteration 229Q: 3 clusters Score -3518148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3518156.000000 Penalty: 1017.139282
	Iteration 230Q: 3 clusters Score -3518156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3518162.750000 Penalty: 1017.139282
	Iteration 231Q: 3 clusters Score -3518163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3518160.500000 Penalty: 1017.139282
	Iteration 232Q: 3 clusters Score -3518160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3518163.500000 Penalty: 1017.139282
	Iteration 233Q: 3 clusters Score -3518164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3518168.500000 Penalty: 1017.139282
	Iteration 234Q: 3 clusters Score -3518168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3518170.250000 Penalty: 1017.139282
	Iteration 235Q: 3 clusters Score -3518170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3518169.250000 Penalty: 1017.139282
	Iteration 236Q: 3 clusters Score -3518169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3518170.250000 Penalty: 1017.139282
	Iteration 237Q: 3 clusters Score -3518170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3518166.250000 Penalty: 1017.139282
	Iteration 238Q: 3 clusters Score -3518166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3518170.250000 Penalty: 1017.139282
	Iteration 239Q: 3 clusters Score -3518170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3518165.500000 Penalty: 1017.139282
	Iteration 240F: 3 clusters Score -3518166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3518168.750000 Penalty: 1017.139282
	Iteration 241Q: 3 clusters Score -3518169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3518173.000000 Penalty: 1017.139282
	Iteration 242Q: 3 clusters Score -3518173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3518172.000000 Penalty: 1017.139282
	Iteration 243Q: 3 clusters Score -3518172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3518172.500000 Penalty: 1017.139282
	Iteration 244Q: 3 clusters Score -3518172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3518173.000000 Penalty: 1017.139282
	Iteration 245Q: 3 clusters Score -3518173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3518179.250000 Penalty: 1017.139282
	Iteration 246Q: 3 clusters Score -3518179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3518177.500000 Penalty: 1017.139282
	Iteration 247Q: 3 clusters Score -3518178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3518181.500000 Penalty: 1017.139282
	Iteration 248Q: 3 clusters Score -3518182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3518180.500000 Penalty: 1017.139282
	Iteration 249Q: 3 clusters Score -3518180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3518179.500000 Penalty: 1017.139282
	Iteration 250Q: 3 clusters Score -3518180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3518179.500000 Penalty: 1017.139282
	Iteration 251Q: 3 clusters Score -3518180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3518180.750000 Penalty: 1017.139282
	Iteration 252Q: 3 clusters Score -3518181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3518177.500000 Penalty: 1017.139282
	Iteration 253Q: 3 clusters Score -3518178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3518179.500000 Penalty: 1017.139282
	Iteration 254Q: 3 clusters Score -3518180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3518181.500000 Penalty: 1017.139282
	Iteration 255Q: 3 clusters Score -3518182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3518179.750000 Penalty: 1017.139282
	Iteration 256Q: 3 clusters Score -3518180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3518182.750000 Penalty: 1017.139282
	Iteration 257Q: 3 clusters Score -3518183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3518181.000000 Penalty: 1017.139282
	Iteration 258Q: 3 clusters Score -3518181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3518188.250000 Penalty: 1017.139282
	Iteration 259Q: 3 clusters Score -3518188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3518186.500000 Penalty: 1017.139282
	Iteration 260F: 3 clusters Score -3518186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3518184.750000 Penalty: 1017.139282
	Iteration 261Q: 3 clusters Score -3518185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3518185.500000 Penalty: 1017.139282
	Iteration 262Q: 3 clusters Score -3518186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3518188.250000 Penalty: 1017.139282
	Iteration 263Q: 3 clusters Score -3518188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3518183.250000 Penalty: 1017.139282
	Iteration 264Q: 3 clusters Score -3518183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3518179.250000 Penalty: 1017.139282
	Iteration 265Q: 3 clusters Score -3518179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3518183.250000 Penalty: 1017.139282
	Iteration 266Q: 3 clusters Score -3518183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3518184.500000 Penalty: 1017.139282
	Iteration 267Q: 3 clusters Score -3518184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3518186.500000 Penalty: 1017.139282
	Iteration 268Q: 3 clusters Score -3518186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3518185.500000 Penalty: 1017.139282
	Iteration 269Q: 3 clusters Score -3518186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3518183.000000 Penalty: 1017.139282
	Iteration 270Q: 3 clusters Score -3518183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3518181.250000 Penalty: 1017.139282
	Iteration 271Q: 3 clusters Score -3518181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3518180.000000 Penalty: 1017.139282
	Iteration 272Q: 3 clusters Score -3518180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3518182.000000 Penalty: 1017.139282
	Iteration 273Q: 3 clusters Score -3518182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3518184.250000 Penalty: 1017.139282
	Iteration 274Q: 3 clusters Score -3518184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3518185.750000 Penalty: 1017.139282
	Iteration 275Q: 3 clusters Score -3518186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3518183.750000 Penalty: 1017.139282
	Iteration 276Q: 3 clusters Score -3518184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3518184.250000 Penalty: 1017.139282
	Iteration 277Q: 3 clusters Score -3518184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3518183.000000 Penalty: 1017.139282
	Iteration 278Q: 3 clusters Score -3518183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3518186.750000 Penalty: 1017.139282
	Iteration 279Q: 3 clusters Score -3518187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3518187.000000 Penalty: 1017.139282
	Iteration 280F: 3 clusters Score -3518187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3518187.250000 Penalty: 1017.139282
	Iteration 281Q: 3 clusters Score -3518187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3518183.750000 Penalty: 1017.139282
	Iteration 282Q: 3 clusters Score -3518184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3518181.500000 Penalty: 1017.139282
	Iteration 283Q: 3 clusters Score -3518182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3518184.500000 Penalty: 1017.139282
	Iteration 284Q: 3 clusters Score -3518184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3518182.000000 Penalty: 1017.139282
	Iteration 285Q: 3 clusters Score -3518182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3518182.000000 Penalty: 1017.139282
	Iteration 286Q: 3 clusters Score -3518182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3518183.500000 Penalty: 1017.139282
	Iteration 287Q: 3 clusters Score -3518184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3518183.750000 Penalty: 1017.139282
	Iteration 288Q: 3 clusters Score -3518184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3518186.750000 Penalty: 1017.139282
	Iteration 289Q: 3 clusters Score -3518187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3518188.000000 Penalty: 1017.139282
	Iteration 290Q: 3 clusters Score -3518188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3518187.000000 Penalty: 1017.139282
	Iteration 291Q: 3 clusters Score -3518187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3518190.000000 Penalty: 1017.139282
	Iteration 292Q: 3 clusters Score -3518190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3518191.250000 Penalty: 1017.139282
	Iteration 293Q: 3 clusters Score -3518191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3518191.250000 Penalty: 1017.139282
	Iteration 294F: 3 clusters Score -3518191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (303051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303051 members 
Entering Unmasked Estep 
Score: -14818406.000000 Penalty: 574.285339
	Iteration 0F: 2 clusters Score -1.481841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -14628590.000000 Penalty: 1148.570679
	Iteration 0F: 3 clusters Score -1.462859e+07 nChanged 149544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156319 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -14722980.000000 Penalty: 1148.570679
	Iteration 1F: 3 clusters Score -1.472298e+07 nChanged 14459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 144011 members 
Entering Unmasked Estep 
Score: -14729207.000000 Penalty: 1148.570679
	Iteration 2Q: 3 clusters Score -1.472921e+07 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 140413 members 
Entering Unmasked Estep 
Score: -14738960.000000 Penalty: 1148.570679
	Iteration 3F: 3 clusters Score -1.473896e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -14753110.000000 Penalty: 1148.570679
	Iteration 4F: 3 clusters Score -1.475311e+07 nChanged 21255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -14769567.000000 Penalty: 1148.570679
	Iteration 5F: 3 clusters Score -1.476957e+07 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171380 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -14782336.000000 Penalty: 1148.570679
	Iteration 6F: 3 clusters Score -1.478234e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 130632 members 
Entering Unmasked Estep 
Score: -14788302.000000 Penalty: 1148.570679
	Iteration 7Q: 3 clusters Score -1.47883e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173460 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -14790219.000000 Penalty: 1148.570679
	Iteration 8Q: 3 clusters Score -1.479022e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 128321 members 
Entering Unmasked Estep 
Score: -14791073.000000 Penalty: 1148.570679
	Iteration 9Q: 3 clusters Score -1.479107e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -14791540.000000 Penalty: 1148.570679
	Iteration 10Q: 3 clusters Score -1.479154e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -14791970.000000 Penalty: 1148.570679
	Iteration 11Q: 3 clusters Score -1.479197e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179619 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -14792441.000000 Penalty: 1148.570679
	Iteration 12Q: 3 clusters Score -1.479244e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181399 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -14792897.000000 Penalty: 1148.570679
	Iteration 13Q: 3 clusters Score -1.47929e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -14793249.000000 Penalty: 1148.570679
	Iteration 14Q: 3 clusters Score -1.479325e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -14793763.000000 Penalty: 1148.570679
	Iteration 15Q: 3 clusters Score -1.479376e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187036 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -14794115.000000 Penalty: 1148.570679
	Iteration 16Q: 3 clusters Score -1.479412e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189056 members 
Mstep: Class 2 contains 113995 members 
Entering Unmasked Estep 
Score: -14794416.000000 Penalty: 1148.570679
	Iteration 17Q: 3 clusters Score -1.479442e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -14794889.000000 Penalty: 1148.570679
	Iteration 18Q: 3 clusters Score -1.479489e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193174 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -14795154.000000 Penalty: 1148.570679
	Iteration 19Q: 3 clusters Score -1.479515e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195268 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -14795591.000000 Penalty: 1148.570679
	Iteration 20F: 3 clusters Score -1.479559e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197357 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -14795870.000000 Penalty: 1148.570679
	Iteration 21Q: 3 clusters Score -1.479587e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199556 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -14796213.000000 Penalty: 1148.570679
	Iteration 22Q: 3 clusters Score -1.479621e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201793 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -14796501.000000 Penalty: 1148.570679
	Iteration 23Q: 3 clusters Score -1.47965e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -14796863.000000 Penalty: 1148.570679
	Iteration 24Q: 3 clusters Score -1.479686e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206482 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -14797065.000000 Penalty: 1148.570679
	Iteration 25Q: 3 clusters Score -1.479706e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208752 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -14797414.000000 Penalty: 1148.570679
	Iteration 26Q: 3 clusters Score -1.479741e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210977 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -14797662.000000 Penalty: 1148.570679
	Iteration 27Q: 3 clusters Score -1.479766e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213264 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -14797964.000000 Penalty: 1148.570679
	Iteration 28Q: 3 clusters Score -1.479796e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215658 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -14798282.000000 Penalty: 1148.570679
	Iteration 29Q: 3 clusters Score -1.479828e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218132 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -14798673.000000 Penalty: 1148.570679
	Iteration 30Q: 3 clusters Score -1.479867e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220683 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -14799059.000000 Penalty: 1148.570679
	Iteration 31Q: 3 clusters Score -1.479906e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223247 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -14799534.000000 Penalty: 1148.570679
	Iteration 32Q: 3 clusters Score -1.479953e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225898 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -14800028.000000 Penalty: 1148.570679
	Iteration 33Q: 3 clusters Score -1.480003e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228579 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -14800649.000000 Penalty: 1148.570679
	Iteration 34Q: 3 clusters Score -1.480065e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231404 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -14801169.000000 Penalty: 1148.570679
	Iteration 35Q: 3 clusters Score -1.480117e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234287 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -14801750.000000 Penalty: 1148.570679
	Iteration 36Q: 3 clusters Score -1.480175e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237184 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -14802222.000000 Penalty: 1148.570679
	Iteration 37Q: 3 clusters Score -1.480222e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240021 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -14802814.000000 Penalty: 1148.570679
	Iteration 38Q: 3 clusters Score -1.480281e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242728 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -14803484.000000 Penalty: 1148.570679
	Iteration 39Q: 3 clusters Score -1.480348e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245367 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -14804247.000000 Penalty: 1148.570679
	Iteration 40F: 3 clusters Score -1.480425e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248023 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -14805084.000000 Penalty: 1148.570679
	Iteration 41Q: 3 clusters Score -1.480508e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250626 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -14805566.000000 Penalty: 1148.570679
	Iteration 42Q: 3 clusters Score -1.480557e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253132 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -14806083.000000 Penalty: 1148.570679
	Iteration 43Q: 3 clusters Score -1.480608e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255574 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -14806601.000000 Penalty: 1148.570679
	Iteration 44Q: 3 clusters Score -1.48066e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257970 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -14807106.000000 Penalty: 1148.570679
	Iteration 45Q: 3 clusters Score -1.480711e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260173 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -14807507.000000 Penalty: 1148.570679
	Iteration 46Q: 3 clusters Score -1.480751e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262339 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -14807906.000000 Penalty: 1148.570679
	Iteration 47Q: 3 clusters Score -1.480791e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264391 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -14808331.000000 Penalty: 1148.570679
	Iteration 48Q: 3 clusters Score -1.480833e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266342 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -14808701.000000 Penalty: 1148.570679
	Iteration 49Q: 3 clusters Score -1.48087e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268184 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -14809096.000000 Penalty: 1148.570679
	Iteration 50Q: 3 clusters Score -1.48091e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269998 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -14809450.000000 Penalty: 1148.570679
	Iteration 51Q: 3 clusters Score -1.480945e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271763 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -14809823.000000 Penalty: 1148.570679
	Iteration 52Q: 3 clusters Score -1.480982e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273382 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -14810290.000000 Penalty: 1148.570679
	Iteration 53Q: 3 clusters Score -1.481029e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275043 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -14810658.000000 Penalty: 1148.570679
	Iteration 54Q: 3 clusters Score -1.481066e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276668 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -14811176.000000 Penalty: 1148.570679
	Iteration 55Q: 3 clusters Score -1.481118e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278272 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -14811683.000000 Penalty: 1148.570679
	Iteration 56Q: 3 clusters Score -1.481168e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279857 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -14812109.000000 Penalty: 1148.570679
	Iteration 57Q: 3 clusters Score -1.481211e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281401 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -14812433.000000 Penalty: 1148.570679
	Iteration 58Q: 3 clusters Score -1.481243e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282903 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -14812733.000000 Penalty: 1148.570679
	Iteration 59Q: 3 clusters Score -1.481273e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284415 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -14813121.000000 Penalty: 1148.570679
	Iteration 60F: 3 clusters Score -1.481312e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285931 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -14813567.000000 Penalty: 1148.570679
	Iteration 61Q: 3 clusters Score -1.481357e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287432 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -14813979.000000 Penalty: 1148.570679
	Iteration 62Q: 3 clusters Score -1.481398e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288860 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -14814310.000000 Penalty: 1148.570679
	Iteration 63Q: 3 clusters Score -1.481431e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290247 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -14814668.000000 Penalty: 1148.570679
	Iteration 64Q: 3 clusters Score -1.481467e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291663 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -14815016.000000 Penalty: 1148.570679
	Iteration 65Q: 3 clusters Score -1.481502e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293084 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -14815294.000000 Penalty: 1148.570679
	Iteration 66Q: 3 clusters Score -1.481529e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294442 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -14815583.000000 Penalty: 1148.570679
	Iteration 67Q: 3 clusters Score -1.481558e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295718 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -14815922.000000 Penalty: 1148.570679
	Iteration 68Q: 3 clusters Score -1.481592e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296933 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -14816324.000000 Penalty: 1148.570679
	Iteration 69Q: 3 clusters Score -1.481632e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297972 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -14816728.000000 Penalty: 1148.570679
	Iteration 70Q: 3 clusters Score -1.481673e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298925 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -14817066.000000 Penalty: 1148.570679
	Iteration 71Q: 3 clusters Score -1.481707e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299704 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -14817280.000000 Penalty: 1148.570679
	Iteration 72Q: 3 clusters Score -1.481728e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300320 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14817422.000000 Penalty: 1148.570679
	Iteration 73Q: 3 clusters Score -1.481742e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300806 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -14817524.000000 Penalty: 1148.570679
	Iteration 74Q: 3 clusters Score -1.481752e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301184 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14817579.000000 Penalty: 1148.570679
	Iteration 75Q: 3 clusters Score -1.481758e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301489 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14817702.000000 Penalty: 1148.570679
	Iteration 76Q: 3 clusters Score -1.48177e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301724 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14817798.000000 Penalty: 1148.570679
	Iteration 77Q: 3 clusters Score -1.48178e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301918 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14817840.000000 Penalty: 1148.570679
	Iteration 78Q: 3 clusters Score -1.481784e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302073 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14817882.000000 Penalty: 1148.570679
	Iteration 79Q: 3 clusters Score -1.481788e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302185 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -14817875.000000 Penalty: 1148.570679
	Iteration 80F: 3 clusters Score -1.481788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302263 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14817916.000000 Penalty: 1148.570679
	Iteration 81Q: 3 clusters Score -1.481792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302327 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14817963.000000 Penalty: 1148.570679
	Iteration 82Q: 3 clusters Score -1.481796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302373 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14817977.000000 Penalty: 1148.570679
	Iteration 83Q: 3 clusters Score -1.481798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302416 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14817973.000000 Penalty: 1148.570679
	Iteration 84Q: 3 clusters Score -1.481797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302446 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14817982.000000 Penalty: 1148.570679
	Iteration 85Q: 3 clusters Score -1.481798e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302478 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14817975.000000 Penalty: 1148.570679
	Iteration 86Q: 3 clusters Score -1.481798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302496 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14817981.000000 Penalty: 1148.570679
	Iteration 87Q: 3 clusters Score -1.481798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14817988.000000 Penalty: 1148.570679
	Iteration 88Q: 3 clusters Score -1.481799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14817972.000000 Penalty: 1148.570679
	Iteration 89Q: 3 clusters Score -1.481797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14817970.000000 Penalty: 1148.570679
	Iteration 90Q: 3 clusters Score -1.481797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -14817968.000000 Penalty: 1148.570679
	Iteration 91Q: 3 clusters Score -1.481797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302566 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -14817978.000000 Penalty: 1148.570679
	Iteration 92Q: 3 clusters Score -1.481798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302582 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14817978.000000 Penalty: 1148.570679
	Iteration 93Q: 3 clusters Score -1.481798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14817991.000000 Penalty: 1148.570679
	Iteration 94Q: 3 clusters Score -1.481799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302588 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14817992.000000 Penalty: 1148.570679
	Iteration 95Q: 3 clusters Score -1.481799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302601 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14817997.000000 Penalty: 1148.570679
	Iteration 96Q: 3 clusters Score -1.4818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14817997.000000 Penalty: 1148.570679
	Iteration 97Q: 3 clusters Score -1.4818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14818000.000000 Penalty: 1148.570679
	Iteration 98Q: 3 clusters Score -1.4818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14817992.000000 Penalty: 1148.570679
	Iteration 99Q: 3 clusters Score -1.481799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14817995.000000 Penalty: 1148.570679
	Iteration 100F: 3 clusters Score -1.4818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14817991.000000 Penalty: 1148.570679
	Iteration 101Q: 3 clusters Score -1.481799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302606 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14817997.000000 Penalty: 1148.570679
	Iteration 102Q: 3 clusters Score -1.4818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302604 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14817989.000000 Penalty: 1148.570679
	Iteration 103Q: 3 clusters Score -1.481799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302602 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14817989.000000 Penalty: 1148.570679
	Iteration 104Q: 3 clusters Score -1.481799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302599 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14817984.000000 Penalty: 1148.570679
	Iteration 105Q: 3 clusters Score -1.481798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14817990.000000 Penalty: 1148.570679
	Iteration 106Q: 3 clusters Score -1.481799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302595 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14817984.000000 Penalty: 1148.570679
	Iteration 107Q: 3 clusters Score -1.481798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302593 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14817992.000000 Penalty: 1148.570679
	Iteration 108Q: 3 clusters Score -1.481799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14817996.000000 Penalty: 1148.570679
	Iteration 109Q: 3 clusters Score -1.4818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14817985.000000 Penalty: 1148.570679
	Iteration 110Q: 3 clusters Score -1.481798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302582 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14817992.000000 Penalty: 1148.570679
	Iteration 111Q: 3 clusters Score -1.481799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302580 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14817992.000000 Penalty: 1148.570679
	Iteration 112Q: 3 clusters Score -1.481799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302578 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14818001.000000 Penalty: 1148.570679
	Iteration 113Q: 3 clusters Score -1.4818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302579 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14817995.000000 Penalty: 1148.570679
	Iteration 114Q: 3 clusters Score -1.4818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14818009.000000 Penalty: 1148.570679
	Iteration 115Q: 3 clusters Score -1.481801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302573 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14818015.000000 Penalty: 1148.570679
	Iteration 116Q: 3 clusters Score -1.481802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302575 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -14818008.000000 Penalty: 1148.570679
	Iteration 117Q: 3 clusters Score -1.481801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302579 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14818001.000000 Penalty: 1148.570679
	Iteration 118Q: 3 clusters Score -1.4818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302579 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -14818009.000000 Penalty: 1148.570679
	Iteration 119Q: 3 clusters Score -1.481801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302580 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -14818009.000000 Penalty: 1148.570679
	Iteration 120F: 3 clusters Score -1.481801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14818005.000000 Penalty: 1148.570679
	Iteration 121Q: 3 clusters Score -1.4818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14818007.000000 Penalty: 1148.570679
	Iteration 122Q: 3 clusters Score -1.481801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302584 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14818004.000000 Penalty: 1148.570679
	Iteration 123Q: 3 clusters Score -1.4818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14818007.000000 Penalty: 1148.570679
	Iteration 124Q: 3 clusters Score -1.481801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302585 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -14818008.000000 Penalty: 1148.570679
	Iteration 125Q: 3 clusters Score -1.481801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14818011.000000 Penalty: 1148.570679
	Iteration 126Q: 3 clusters Score -1.481801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302587 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -14818007.000000 Penalty: 1148.570679
	Iteration 127Q: 3 clusters Score -1.481801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302587 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -14818011.000000 Penalty: 1148.570679
	Iteration 128Q: 3 clusters Score -1.481801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14818009.000000 Penalty: 1148.570679
	Iteration 129Q: 3 clusters Score -1.481801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302595 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14818003.000000 Penalty: 1148.570679
	Iteration 130Q: 3 clusters Score -1.4818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14818008.000000 Penalty: 1148.570679
	Iteration 131Q: 3 clusters Score -1.481801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14818008.000000 Penalty: 1148.570679
	Iteration 132F: 3 clusters Score -1.481801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81674 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21771 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71493 members 
Mstep: Class 23 contains 303051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300102.000000 Penalty: 13794.784180
Iteration 399Q: 24 clusters Score -2.53001e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81698 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71369 members 
Mstep: Class 23 contains 303147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300056.000000 Penalty: 13794.784180
Iteration 400F: 24 clusters Score -2.530006e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81735 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21742 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 13206 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71247 members 
Mstep: Class 23 contains 303237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300028.000000 Penalty: 13794.784180
Iteration 401Q: 24 clusters Score -2.530003e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81768 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21724 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71123 members 
Mstep: Class 23 contains 303328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299982.000000 Penalty: 13794.784180
Iteration 402Q: 24 clusters Score -2.529998e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81799 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21706 members 
Mstep: Class 14 contains 2899 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 13215 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 71009 members 
Mstep: Class 23 contains 303404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300006.000000 Penalty: 13794.784180
Iteration 403Q: 24 clusters Score -2.530001e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11350 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81828 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21683 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 70905 members 
Mstep: Class 23 contains 303477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299990.000000 Penalty: 13794.784180
Iteration 404Q: 24 clusters Score -2.529999e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81862 members 
Mstep: Class 10 contains 4060 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 70809 members 
Mstep: Class 23 contains 303535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299946.000000 Penalty: 13794.784180
Iteration 405Q: 24 clusters Score -2.529995e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81882 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21651 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 13225 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 70719 members 
Mstep: Class 23 contains 303587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299922.000000 Penalty: 13794.784180
Iteration 406Q: 24 clusters Score -2.529992e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81898 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21632 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 13227 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 70627 members 
Mstep: Class 23 contains 303645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299912.000000 Penalty: 13794.784180
Iteration 407Q: 24 clusters Score -2.529991e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81926 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 2930 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 13232 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 70546 members 
Mstep: Class 23 contains 303691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299896.000000 Penalty: 13794.784180
Iteration 408Q: 24 clusters Score -2.52999e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 2571 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81939 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21555 members 
Mstep: Class 14 contains 2939 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 13246 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 70470 members 
Mstep: Class 23 contains 303739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299890.000000 Penalty: 13794.784180
Iteration 409Q: 24 clusters Score -2.529989e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2484 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81960 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21510 members 
Mstep: Class 14 contains 2949 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 70381 members 
Mstep: Class 23 contains 303788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299874.000000 Penalty: 13794.784180
Iteration 410Q: 24 clusters Score -2.529987e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11455 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81972 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21464 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 13270 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 70289 members 
Mstep: Class 23 contains 303849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299876.000000 Penalty: 13794.784180
Iteration 411Q: 24 clusters Score -2.529988e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81988 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21416 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 70215 members 
Mstep: Class 23 contains 303910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299848.000000 Penalty: 13794.784180
Iteration 412Q: 24 clusters Score -2.529985e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 11490 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 81992 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21373 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 13287 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 70157 members 
Mstep: Class 23 contains 303968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299866.000000 Penalty: 13794.784180
Iteration 413Q: 24 clusters Score -2.529987e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 11501 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82003 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21335 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 13296 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 70087 members 
Mstep: Class 23 contains 304016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299836.000000 Penalty: 13794.784180
Iteration 414Q: 24 clusters Score -2.529984e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82015 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 13306 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 70042 members 
Mstep: Class 23 contains 304045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299854.000000 Penalty: 13794.784180
Iteration 415Q: 24 clusters Score -2.529985e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82024 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69993 members 
Mstep: Class 23 contains 304082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299886.000000 Penalty: 13794.784180
Iteration 416Q: 24 clusters Score -2.529989e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 11541 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82038 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21196 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 13329 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69935 members 
Mstep: Class 23 contains 304129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299944.000000 Penalty: 13794.784180
Iteration 417Q: 24 clusters Score -2.529994e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82057 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3494 members 
Mstep: Class 20 contains 13336 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69860 members 
Mstep: Class 23 contains 304190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299966.000000 Penalty: 13794.784180
Iteration 418Q: 24 clusters Score -2.529997e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 2621 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82072 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21127 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 13348 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69785 members 
Mstep: Class 23 contains 304244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25300012.000000 Penalty: 13794.784180
Iteration 419Q: 24 clusters Score -2.530001e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82086 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21095 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 13358 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69712 members 
Mstep: Class 23 contains 304296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299970.000000 Penalty: 13794.784180
Iteration 420F: 24 clusters Score -2.529997e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 3136 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82099 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21066 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 13366 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69627 members 
Mstep: Class 23 contains 304362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299958.000000 Penalty: 13794.784180
Iteration 421Q: 24 clusters Score -2.529996e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82115 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21040 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3508 members 
Mstep: Class 20 contains 13374 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69542 members 
Mstep: Class 23 contains 304430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299918.000000 Penalty: 13794.784180
Iteration 422Q: 24 clusters Score -2.529992e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 11601 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82121 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 21013 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69467 members 
Mstep: Class 23 contains 304495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299892.000000 Penalty: 13794.784180
Iteration 423Q: 24 clusters Score -2.529989e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82120 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 13391 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 69389 members 
Mstep: Class 23 contains 304574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299838.000000 Penalty: 13794.784180
Iteration 424Q: 24 clusters Score -2.529984e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 11609 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82133 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20963 members 
Mstep: Class 14 contains 2976 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 69308 members 
Mstep: Class 23 contains 304649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299794.000000 Penalty: 13794.784180
Iteration 425Q: 24 clusters Score -2.529979e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2552 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 11614 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82154 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20943 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 13411 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 69221 members 
Mstep: Class 23 contains 304730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299728.000000 Penalty: 13794.784180
Iteration 426Q: 24 clusters Score -2.529973e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82180 members 
Mstep: Class 10 contains 4058 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20929 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 13415 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 69141 members 
Mstep: Class 23 contains 304796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299758.000000 Penalty: 13794.784180
Iteration 427Q: 24 clusters Score -2.529976e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 82200 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20914 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 13419 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 69074 members 
Mstep: Class 23 contains 304852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299738.000000 Penalty: 13794.784180
Iteration 428Q: 24 clusters Score -2.529974e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82216 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20901 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 13424 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 69011 members 
Mstep: Class 23 contains 304909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299756.000000 Penalty: 13794.784180
Iteration 429Q: 24 clusters Score -2.529976e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82228 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20885 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 13435 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68930 members 
Mstep: Class 23 contains 304996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299748.000000 Penalty: 13794.784180
Iteration 430Q: 24 clusters Score -2.529975e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 11626 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82245 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20869 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 13443 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68852 members 
Mstep: Class 23 contains 305073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299730.000000 Penalty: 13794.784180
Iteration 431Q: 24 clusters Score -2.529973e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 11626 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82264 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20855 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 13453 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68766 members 
Mstep: Class 23 contains 305158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299760.000000 Penalty: 13794.784180
Iteration 432Q: 24 clusters Score -2.529976e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 11624 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82278 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20840 members 
Mstep: Class 14 contains 2990 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 13461 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68693 members 
Mstep: Class 23 contains 305245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299724.000000 Penalty: 13794.784180
Iteration 433Q: 24 clusters Score -2.529972e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82283 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20823 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 13474 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68620 members 
Mstep: Class 23 contains 305320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299786.000000 Penalty: 13794.784180
Iteration 434Q: 24 clusters Score -2.529979e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 11628 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82286 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20813 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 13478 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68551 members 
Mstep: Class 23 contains 305399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299824.000000 Penalty: 13794.784180
Iteration 435Q: 24 clusters Score -2.529982e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11631 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82299 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20803 members 
Mstep: Class 14 contains 2996 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3524 members 
Mstep: Class 20 contains 13482 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68484 members 
Mstep: Class 23 contains 305453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299818.000000 Penalty: 13794.784180
Iteration 436Q: 24 clusters Score -2.529982e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82311 members 
Mstep: Class 10 contains 3899 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20795 members 
Mstep: Class 14 contains 2997 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 13489 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68411 members 
Mstep: Class 23 contains 305525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299812.000000 Penalty: 13794.784180
Iteration 437Q: 24 clusters Score -2.529981e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11634 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82331 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20788 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3530 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68326 members 
Mstep: Class 23 contains 305598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299800.000000 Penalty: 13794.784180
Iteration 438Q: 24 clusters Score -2.52998e+07 nChanged 152
Entering ConstructFrom: 
Score: -25299800.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9258.252930 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9258.253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9339.836914 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9339.837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9361.756836 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9361.757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9371.442383 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9371.442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9391.894531 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9391.895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9406.986328 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9406.986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9416.711914 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9416.712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9423.738281 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9423.738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9425.162109 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9425.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9426.131836 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9426.132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9427.405273 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -9427.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9428.680664 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -9428.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9429.832031 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -9429.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9430.996094 Penalty: 493.670471
	Iteration 13Q: 3 clusters Score -9430.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9430.996094 Penalty: 493.670471
	Iteration 14F: 3 clusters Score -9430.996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -126719.679688 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -126719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -124939.945312 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -124939.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -125610.250000 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -125610.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -125853.843750 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -125853.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -126106.218750 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -126106.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -126259.132812 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -126259.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -126359.507812 Penalty: 714.713379
	Iteration 5Q: 3 clusters Score -126359.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -126410.671875 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -126410.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -126438.539062 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -126438.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -126461.257812 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -126461.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -126476.101562 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -126476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -126491.406250 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -126491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -126502.562500 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -126502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -126518.226562 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -126518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -126531.054688 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -126531.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -126537.648438 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -126537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -126542.093750 Penalty: 714.713379
	Iteration 15Q: 3 clusters Score -126542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -126545.718750 Penalty: 714.713379
	Iteration 16Q: 3 clusters Score -126545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -126546.343750 Penalty: 714.713379
	Iteration 17Q: 3 clusters Score -126546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -126547.609375 Penalty: 714.713379
	Iteration 18Q: 3 clusters Score -126547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -126549.312500 Penalty: 714.713379
	Iteration 19Q: 3 clusters Score -126549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -126549.773438 Penalty: 714.713379
	Iteration 20F: 3 clusters Score -126549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -126550.164062 Penalty: 714.713379
	Iteration 21Q: 3 clusters Score -126550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -126551.328125 Penalty: 714.713379
	Iteration 22Q: 3 clusters Score -126551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -126552.648438 Penalty: 714.713379
	Iteration 23Q: 3 clusters Score -126552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -126554.015625 Penalty: 714.713379
	Iteration 24Q: 3 clusters Score -126554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -126557.226562 Penalty: 714.713379
	Iteration 25Q: 3 clusters Score -126557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -126558.484375 Penalty: 714.713379
	Iteration 26Q: 3 clusters Score -126558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -126559.445312 Penalty: 714.713379
	Iteration 27Q: 3 clusters Score -126559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -126560.328125 Penalty: 714.713379
	Iteration 28Q: 3 clusters Score -126560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -126560.328125 Penalty: 714.713379
	Iteration 29F: 3 clusters Score -126560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -140213.953125 Penalty: 358.524994
	Iteration 0F: 2 clusters Score -140214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -138316.281250 Penalty: 717.049988
	Iteration 0F: 3 clusters Score -138316.3 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -139004.812500 Penalty: 717.049988
	Iteration 1F: 3 clusters Score -139004.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -139083.593750 Penalty: 717.049988
	Iteration 2F: 3 clusters Score -139083.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -139146.921875 Penalty: 717.049988
	Iteration 3F: 3 clusters Score -139146.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -139198.140625 Penalty: 717.049988
	Iteration 4Q: 3 clusters Score -139198.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139247.296875 Penalty: 717.049988
	Iteration 5Q: 3 clusters Score -139247.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -139302.484375 Penalty: 717.049988
	Iteration 6Q: 3 clusters Score -139302.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139375.234375 Penalty: 717.049988
	Iteration 7Q: 3 clusters Score -139375.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -139458.828125 Penalty: 717.049988
	Iteration 8Q: 3 clusters Score -139458.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -139529.000000 Penalty: 717.049988
	Iteration 9Q: 3 clusters Score -139529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -139579.859375 Penalty: 717.049988
	Iteration 10Q: 3 clusters Score -139579.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139613.046875 Penalty: 717.049988
	Iteration 11Q: 3 clusters Score -139613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139642.578125 Penalty: 717.049988
	Iteration 12Q: 3 clusters Score -139642.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -139670.953125 Penalty: 717.049988
	Iteration 13Q: 3 clusters Score -139671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139699.062500 Penalty: 717.049988
	Iteration 14Q: 3 clusters Score -139699.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139719.015625 Penalty: 717.049988
	Iteration 15Q: 3 clusters Score -139719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139740.515625 Penalty: 717.049988
	Iteration 16Q: 3 clusters Score -139740.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139768.234375 Penalty: 717.049988
	Iteration 17Q: 3 clusters Score -139768.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139800.953125 Penalty: 717.049988
	Iteration 18Q: 3 clusters Score -139801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139824.953125 Penalty: 717.049988
	Iteration 19Q: 3 clusters Score -139825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -139850.250000 Penalty: 717.049988
	Iteration 20F: 3 clusters Score -139850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139865.218750 Penalty: 717.049988
	Iteration 21Q: 3 clusters Score -139865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139873.031250 Penalty: 717.049988
	Iteration 22Q: 3 clusters Score -139873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -139878.343750 Penalty: 717.049988
	Iteration 23Q: 3 clusters Score -139878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -139881.609375 Penalty: 717.049988
	Iteration 24Q: 3 clusters Score -139881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -139882.796875 Penalty: 717.049988
	Iteration 25Q: 3 clusters Score -139882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -139884.234375 Penalty: 717.049988
	Iteration 26Q: 3 clusters Score -139884.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -139885.984375 Penalty: 717.049988
	Iteration 27Q: 3 clusters Score -139886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -139887.093750 Penalty: 717.049988
	Iteration 28Q: 3 clusters Score -139887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -139887.750000 Penalty: 717.049988
	Iteration 29Q: 3 clusters Score -139887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -139888.187500 Penalty: 717.049988
	Iteration 30Q: 3 clusters Score -139888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -139888.187500 Penalty: 717.049988
	Iteration 31F: 3 clusters Score -139888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -136773.359375 Penalty: 366.437378
	Iteration 0F: 2 clusters Score -136773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -134612.359375 Penalty: 732.874756
	Iteration 0F: 3 clusters Score -134612.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -135342.312500 Penalty: 732.874756
	Iteration 1F: 3 clusters Score -135342.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -135424.984375 Penalty: 732.874756
	Iteration 2F: 3 clusters Score -135425 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -135502.234375 Penalty: 732.874756
	Iteration 3F: 3 clusters Score -135502.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -135582.796875 Penalty: 732.874756
	Iteration 4Q: 3 clusters Score -135582.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -135637.281250 Penalty: 732.874756
	Iteration 5Q: 3 clusters Score -135637.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -135703.421875 Penalty: 732.874756
	Iteration 6Q: 3 clusters Score -135703.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -135764.625000 Penalty: 732.874756
	Iteration 7Q: 3 clusters Score -135764.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -135830.265625 Penalty: 732.874756
	Iteration 8Q: 3 clusters Score -135830.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -135892.046875 Penalty: 732.874756
	Iteration 9Q: 3 clusters Score -135892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -135963.234375 Penalty: 732.874756
	Iteration 10Q: 3 clusters Score -135963.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -136043.859375 Penalty: 732.874756
	Iteration 11Q: 3 clusters Score -136043.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -136128.437500 Penalty: 732.874756
	Iteration 12Q: 3 clusters Score -136128.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -136240.078125 Penalty: 732.874756
	Iteration 13Q: 3 clusters Score -136240.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -136350.515625 Penalty: 732.874756
	Iteration 14Q: 3 clusters Score -136350.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -136457.609375 Penalty: 732.874756
	Iteration 15Q: 3 clusters Score -136457.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -136553.765625 Penalty: 732.874756
	Iteration 16Q: 3 clusters Score -136553.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -136620.437500 Penalty: 732.874756
	Iteration 17Q: 3 clusters Score -136620.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -136657.234375 Penalty: 732.874756
	Iteration 18Q: 3 clusters Score -136657.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -136680.906250 Penalty: 732.874756
	Iteration 19Q: 3 clusters Score -136680.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -136696.906250 Penalty: 732.874756
	Iteration 20F: 3 clusters Score -136696.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -136708.359375 Penalty: 732.874756
	Iteration 21Q: 3 clusters Score -136708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -136718.375000 Penalty: 732.874756
	Iteration 22Q: 3 clusters Score -136718.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -136734.671875 Penalty: 732.874756
	Iteration 23Q: 3 clusters Score -136734.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -136749.718750 Penalty: 732.874756
	Iteration 24Q: 3 clusters Score -136749.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -136757.093750 Penalty: 732.874756
	Iteration 25Q: 3 clusters Score -136757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -136762.546875 Penalty: 732.874756
	Iteration 26Q: 3 clusters Score -136762.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -136767.296875 Penalty: 732.874756
	Iteration 27Q: 3 clusters Score -136767.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -136771.406250 Penalty: 732.874756
	Iteration 28Q: 3 clusters Score -136771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -136776.546875 Penalty: 732.874756
	Iteration 29Q: 3 clusters Score -136776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -136778.156250 Penalty: 732.874756
	Iteration 30Q: 3 clusters Score -136778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -136779.890625 Penalty: 732.874756
	Iteration 31Q: 3 clusters Score -136779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -136783.953125 Penalty: 732.874756
	Iteration 32Q: 3 clusters Score -136784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -136785.843750 Penalty: 732.874756
	Iteration 33Q: 3 clusters Score -136785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -136786.500000 Penalty: 732.874756
	Iteration 34Q: 3 clusters Score -136786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -136786.875000 Penalty: 732.874756
	Iteration 35Q: 3 clusters Score -136786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -136787.031250 Penalty: 732.874756
	Iteration 36Q: 3 clusters Score -136787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -136787.562500 Penalty: 732.874756
	Iteration 37Q: 3 clusters Score -136787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -136787.781250 Penalty: 732.874756
	Iteration 38Q: 3 clusters Score -136787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -136787.781250 Penalty: 732.874756
	Iteration 39F: 3 clusters Score -136787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82347 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68249 members 
Mstep: Class 23 contains 305669 members 
Mstep: Class 24 contains 2214 members 
Entering Unmasked Estep 
Score: -25299582.000000 Penalty: 14394.557617
Splitting cluster 4 changes total score from -25299800.000000 to -25299582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39683.089844 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39683.09 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -39892.378906 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39892.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39964.351562 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39964.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40046.820312 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -40046.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40108.546875 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -40108.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40133.695312 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -40133.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40152.386719 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -40152.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40170.097656 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -40170.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40187.984375 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40187.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40205.964844 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40205.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40226.753906 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40226.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40244.515625 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40244.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -40263.855469 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40263.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -40288.773438 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40288.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -40305.890625 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40305.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -40319.425781 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40319.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -40330.675781 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40330.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40344.898438 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -40356.367188 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40356.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -40362.234375 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40362.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -40368.132812 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40368.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -40373.777344 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40373.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -40382.761719 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40382.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40396.433594 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40396.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -40404.562500 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -40404.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -40406.144531 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -40406.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -40408.406250 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -40408.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -40412.414062 Penalty: 615.828247
	Iteration 27Q: 3 clusters Score -40412.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -40413.890625 Penalty: 615.828247
	Iteration 28Q: 3 clusters Score -40413.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -40416.078125 Penalty: 615.828247
	Iteration 29Q: 3 clusters Score -40416.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -40416.714844 Penalty: 615.828247
	Iteration 30Q: 3 clusters Score -40416.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -40416.957031 Penalty: 615.828247
	Iteration 31Q: 3 clusters Score -40416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -40416.957031 Penalty: 615.828247
	Iteration 32F: 3 clusters Score -40416.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 148 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82347 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68249 members 
Mstep: Class 23 contains 305669 members 
Mstep: Class 24 contains 721 members 
Entering Unmasked Estep 
Score: -25299510.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25299800.000000 to -25299510.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -256085.968750 Penalty: 392.083496
	Iteration 0F: 2 clusters Score -256086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -252377.468750 Penalty: 784.166992
	Iteration 0F: 3 clusters Score -252377.5 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -253763.125000 Penalty: 784.166992
	Iteration 1F: 3 clusters Score -253763.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -253953.859375 Penalty: 784.166992
	Iteration 2F: 3 clusters Score -253953.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -254215.562500 Penalty: 784.166992
	Iteration 3F: 3 clusters Score -254215.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -254571.093750 Penalty: 784.166992
	Iteration 4F: 3 clusters Score -254571.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -254995.656250 Penalty: 784.166992
	Iteration 5F: 3 clusters Score -254995.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -255382.718750 Penalty: 784.166992
	Iteration 6F: 3 clusters Score -255382.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -255669.203125 Penalty: 784.166992
	Iteration 7Q: 3 clusters Score -255669.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -255776.000000 Penalty: 784.166992
	Iteration 8Q: 3 clusters Score -255776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -255807.000000 Penalty: 784.166992
	Iteration 9Q: 3 clusters Score -255807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -255823.906250 Penalty: 784.166992
	Iteration 10Q: 3 clusters Score -255823.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -255835.625000 Penalty: 784.166992
	Iteration 11Q: 3 clusters Score -255835.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -255843.390625 Penalty: 784.166992
	Iteration 12Q: 3 clusters Score -255843.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -255847.093750 Penalty: 784.166992
	Iteration 13Q: 3 clusters Score -255847.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -255851.062500 Penalty: 784.166992
	Iteration 14Q: 3 clusters Score -255851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -255855.718750 Penalty: 784.166992
	Iteration 15Q: 3 clusters Score -255855.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -255859.812500 Penalty: 784.166992
	Iteration 16Q: 3 clusters Score -255859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -255862.500000 Penalty: 784.166992
	Iteration 17Q: 3 clusters Score -255862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -255864.578125 Penalty: 784.166992
	Iteration 18Q: 3 clusters Score -255864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -255865.734375 Penalty: 784.166992
	Iteration 19Q: 3 clusters Score -255865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -255865.687500 Penalty: 784.166992
	Iteration 20F: 3 clusters Score -255865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -255867.281250 Penalty: 784.166992
	Iteration 21Q: 3 clusters Score -255867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -255867.265625 Penalty: 784.166992
	Iteration 22Q: 3 clusters Score -255867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -255867.187500 Penalty: 784.166992
	Iteration 23Q: 3 clusters Score -255867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -255867.312500 Penalty: 784.166992
	Iteration 24Q: 3 clusters Score -255867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -255867.312500 Penalty: 784.166992
	Iteration 25F: 3 clusters Score -255867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Entering Unmasked Estep 
Score: -551992.687500 Penalty: 425.964600
	Iteration 0F: 2 clusters Score -551992.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -544309.187500 Penalty: 851.929199
	Iteration 0F: 3 clusters Score -544309.2 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -547531.312500 Penalty: 851.929199
	Iteration 1F: 3 clusters Score -547531.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -547879.312500 Penalty: 851.929199
	Iteration 2F: 3 clusters Score -547879.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -548255.125000 Penalty: 851.929199
	Iteration 3F: 3 clusters Score -548255.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -548667.750000 Penalty: 851.929199
	Iteration 4F: 3 clusters Score -548667.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -549043.125000 Penalty: 851.929199
	Iteration 5F: 3 clusters Score -549043.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -549327.750000 Penalty: 851.929199
	Iteration 6F: 3 clusters Score -549327.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -549533.312500 Penalty: 851.929199
	Iteration 7Q: 3 clusters Score -549533.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -549694.125000 Penalty: 851.929199
	Iteration 8Q: 3 clusters Score -549694.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -549807.312500 Penalty: 851.929199
	Iteration 9Q: 3 clusters Score -549807.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -549905.687500 Penalty: 851.929199
	Iteration 10Q: 3 clusters Score -549905.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -549987.875000 Penalty: 851.929199
	Iteration 11Q: 3 clusters Score -549987.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -550053.937500 Penalty: 851.929199
	Iteration 12Q: 3 clusters Score -550053.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -550098.187500 Penalty: 851.929199
	Iteration 13Q: 3 clusters Score -550098.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -550128.875000 Penalty: 851.929199
	Iteration 14Q: 3 clusters Score -550128.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -550153.687500 Penalty: 851.929199
	Iteration 15Q: 3 clusters Score -550153.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -550169.562500 Penalty: 851.929199
	Iteration 16Q: 3 clusters Score -550169.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -550186.437500 Penalty: 851.929199
	Iteration 17Q: 3 clusters Score -550186.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -550202.875000 Penalty: 851.929199
	Iteration 18Q: 3 clusters Score -550202.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -550212.875000 Penalty: 851.929199
	Iteration 19Q: 3 clusters Score -550212.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -550231.062500 Penalty: 851.929199
	Iteration 20F: 3 clusters Score -550231.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -550249.437500 Penalty: 851.929199
	Iteration 21Q: 3 clusters Score -550249.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -550279.062500 Penalty: 851.929199
	Iteration 22Q: 3 clusters Score -550279.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -550324.562500 Penalty: 851.929199
	Iteration 23Q: 3 clusters Score -550324.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -550387.875000 Penalty: 851.929199
	Iteration 24Q: 3 clusters Score -550387.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -550456.062500 Penalty: 851.929199
	Iteration 25Q: 3 clusters Score -550456.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -550518.375000 Penalty: 851.929199
	Iteration 26Q: 3 clusters Score -550518.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -550593.062500 Penalty: 851.929199
	Iteration 27Q: 3 clusters Score -550593.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -550658.812500 Penalty: 851.929199
	Iteration 28Q: 3 clusters Score -550658.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -550717.562500 Penalty: 851.929199
	Iteration 29Q: 3 clusters Score -550717.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -550767.250000 Penalty: 851.929199
	Iteration 30Q: 3 clusters Score -550767.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -550806.750000 Penalty: 851.929199
	Iteration 31Q: 3 clusters Score -550806.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -550846.250000 Penalty: 851.929199
	Iteration 32Q: 3 clusters Score -550846.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -550896.375000 Penalty: 851.929199
	Iteration 33Q: 3 clusters Score -550896.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -550959.687500 Penalty: 851.929199
	Iteration 34Q: 3 clusters Score -550959.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -551016.875000 Penalty: 851.929199
	Iteration 35Q: 3 clusters Score -551016.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -551060.375000 Penalty: 851.929199
	Iteration 36Q: 3 clusters Score -551060.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -551103.375000 Penalty: 851.929199
	Iteration 37Q: 3 clusters Score -551103.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -551140.312500 Penalty: 851.929199
	Iteration 38Q: 3 clusters Score -551140.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -551174.562500 Penalty: 851.929199
	Iteration 39Q: 3 clusters Score -551174.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -551213.750000 Penalty: 851.929199
	Iteration 40F: 3 clusters Score -551213.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -551255.562500 Penalty: 851.929199
	Iteration 41Q: 3 clusters Score -551255.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -551295.625000 Penalty: 851.929199
	Iteration 42Q: 3 clusters Score -551295.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -551332.687500 Penalty: 851.929199
	Iteration 43Q: 3 clusters Score -551332.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -551365.937500 Penalty: 851.929199
	Iteration 44Q: 3 clusters Score -551365.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -551390.562500 Penalty: 851.929199
	Iteration 45Q: 3 clusters Score -551390.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -551424.312500 Penalty: 851.929199
	Iteration 46Q: 3 clusters Score -551424.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -551456.500000 Penalty: 851.929199
	Iteration 47Q: 3 clusters Score -551456.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -551476.750000 Penalty: 851.929199
	Iteration 48Q: 3 clusters Score -551476.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -551504.500000 Penalty: 851.929199
	Iteration 49Q: 3 clusters Score -551504.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -551534.312500 Penalty: 851.929199
	Iteration 50Q: 3 clusters Score -551534.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -551556.375000 Penalty: 851.929199
	Iteration 51Q: 3 clusters Score -551556.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -551569.812500 Penalty: 851.929199
	Iteration 52Q: 3 clusters Score -551569.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -551584.875000 Penalty: 851.929199
	Iteration 53Q: 3 clusters Score -551584.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -551592.625000 Penalty: 851.929199
	Iteration 54Q: 3 clusters Score -551592.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -551599.625000 Penalty: 851.929199
	Iteration 55Q: 3 clusters Score -551599.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -551608.562500 Penalty: 851.929199
	Iteration 56Q: 3 clusters Score -551608.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -551619.125000 Penalty: 851.929199
	Iteration 57Q: 3 clusters Score -551619.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -551626.875000 Penalty: 851.929199
	Iteration 58Q: 3 clusters Score -551626.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -551630.937500 Penalty: 851.929199
	Iteration 59Q: 3 clusters Score -551630.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -551638.062500 Penalty: 851.929199
	Iteration 60F: 3 clusters Score -551638.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -551643.750000 Penalty: 851.929199
	Iteration 61Q: 3 clusters Score -551643.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -551647.000000 Penalty: 851.929199
	Iteration 62Q: 3 clusters Score -551647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -551650.312500 Penalty: 851.929199
	Iteration 63Q: 3 clusters Score -551650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -551655.500000 Penalty: 851.929199
	Iteration 64Q: 3 clusters Score -551655.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -551656.000000 Penalty: 851.929199
	Iteration 65Q: 3 clusters Score -551656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -551661.812500 Penalty: 851.929199
	Iteration 66Q: 3 clusters Score -551661.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -551664.687500 Penalty: 851.929199
	Iteration 67Q: 3 clusters Score -551664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -551667.250000 Penalty: 851.929199
	Iteration 68Q: 3 clusters Score -551667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -551670.250000 Penalty: 851.929199
	Iteration 69Q: 3 clusters Score -551670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -551672.125000 Penalty: 851.929199
	Iteration 70Q: 3 clusters Score -551672.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -551674.187500 Penalty: 851.929199
	Iteration 71Q: 3 clusters Score -551674.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -551675.375000 Penalty: 851.929199
	Iteration 72Q: 3 clusters Score -551675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -551675.937500 Penalty: 851.929199
	Iteration 73Q: 3 clusters Score -551675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -551677.000000 Penalty: 851.929199
	Iteration 74Q: 3 clusters Score -551677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -551677.437500 Penalty: 851.929199
	Iteration 75Q: 3 clusters Score -551677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -551677.687500 Penalty: 851.929199
	Iteration 76Q: 3 clusters Score -551677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -551678.562500 Penalty: 851.929199
	Iteration 77Q: 3 clusters Score -551678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -551678.562500 Penalty: 851.929199
	Iteration 78Q: 3 clusters Score -551678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -551679.250000 Penalty: 851.929199
	Iteration 79Q: 3 clusters Score -551679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -551679.375000 Penalty: 851.929199
	Iteration 80F: 3 clusters Score -551679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -551680.125000 Penalty: 851.929199
	Iteration 81Q: 3 clusters Score -551680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -551680.250000 Penalty: 851.929199
	Iteration 82Q: 3 clusters Score -551680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -551680.125000 Penalty: 851.929199
	Iteration 83Q: 3 clusters Score -551680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -551680.875000 Penalty: 851.929199
	Iteration 84Q: 3 clusters Score -551680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -551680.812500 Penalty: 851.929199
	Iteration 85Q: 3 clusters Score -551680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -551681.750000 Penalty: 851.929199
	Iteration 86Q: 3 clusters Score -551681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -551682.062500 Penalty: 851.929199
	Iteration 87Q: 3 clusters Score -551682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -551682.062500 Penalty: 851.929199
	Iteration 88F: 3 clusters Score -551682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17697.789062 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17697.79 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 172 members 
Entering Unmasked Estep 
Score: -17301.343750 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17301.34 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17384.068359 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17384.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17413.689453 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17413.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17425.773438 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -17425.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17438.826172 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17438.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17450.011719 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17450.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17469.544922 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17469.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17497.917969 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17497.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17503.302734 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17503.878906 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17503.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17504.406250 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17504.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17505.000000 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17505.443359 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17505.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17505.443359 Penalty: 540.555603
	Iteration 13F: 3 clusters Score -17505.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Entering Unmasked Estep 
Score: -4173174.500000 Penalty: 515.000732
	Iteration 0F: 2 clusters Score -4173174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4117615.250000 Penalty: 1030.001465
	Iteration 0F: 3 clusters Score -4117615 nChanged 40076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -4143518.750000 Penalty: 1030.001465
	Iteration 1F: 3 clusters Score -4143519 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -4147717.500000 Penalty: 1030.001465
	Iteration 2F: 3 clusters Score -4147718 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -4154227.750000 Penalty: 1030.001465
	Iteration 3F: 3 clusters Score -4154228 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -4161803.750000 Penalty: 1030.001465
	Iteration 4F: 3 clusters Score -4161804 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -4167934.000000 Penalty: 1030.001465
	Iteration 5F: 3 clusters Score -4167934 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -4171067.000000 Penalty: 1030.001465
	Iteration 6Q: 3 clusters Score -4171067 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -4172226.500000 Penalty: 1030.001465
	Iteration 7Q: 3 clusters Score -4172226 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -4172554.000000 Penalty: 1030.001465
	Iteration 8Q: 3 clusters Score -4172554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -4172679.750000 Penalty: 1030.001465
	Iteration 9Q: 3 clusters Score -4172680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -4172742.750000 Penalty: 1030.001465
	Iteration 10Q: 3 clusters Score -4172743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -4172787.000000 Penalty: 1030.001465
	Iteration 11Q: 3 clusters Score -4172787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -4172806.750000 Penalty: 1030.001465
	Iteration 12Q: 3 clusters Score -4172807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -4172829.250000 Penalty: 1030.001465
	Iteration 13Q: 3 clusters Score -4172829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -4172831.500000 Penalty: 1030.001465
	Iteration 14Q: 3 clusters Score -4172832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -4172835.000000 Penalty: 1030.001465
	Iteration 15Q: 3 clusters Score -4172835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -4172840.750000 Penalty: 1030.001465
	Iteration 16Q: 3 clusters Score -4172841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -4172840.750000 Penalty: 1030.001465
	Iteration 17Q: 3 clusters Score -4172841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -4172841.500000 Penalty: 1030.001465
	Iteration 18Q: 3 clusters Score -4172842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -4172844.250000 Penalty: 1030.001465
	Iteration 19Q: 3 clusters Score -4172844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -4172847.250000 Penalty: 1030.001465
	Iteration 20F: 3 clusters Score -4172847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -4172845.500000 Penalty: 1030.001465
	Iteration 21Q: 3 clusters Score -4172846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -4172849.500000 Penalty: 1030.001465
	Iteration 22Q: 3 clusters Score -4172850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -4172855.000000 Penalty: 1030.001465
	Iteration 23Q: 3 clusters Score -4172855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -4172854.250000 Penalty: 1030.001465
	Iteration 24Q: 3 clusters Score -4172854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -4172854.250000 Penalty: 1030.001465
	Iteration 25Q: 3 clusters Score -4172854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -4172857.500000 Penalty: 1030.001465
	Iteration 26Q: 3 clusters Score -4172858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -4172857.000000 Penalty: 1030.001465
	Iteration 27Q: 3 clusters Score -4172857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -4172857.250000 Penalty: 1030.001465
	Iteration 28Q: 3 clusters Score -4172857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -4172859.250000 Penalty: 1030.001465
	Iteration 29Q: 3 clusters Score -4172859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -4172860.500000 Penalty: 1030.001465
	Iteration 30Q: 3 clusters Score -4172860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -4172857.500000 Penalty: 1030.001465
	Iteration 31Q: 3 clusters Score -4172858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -4172862.000000 Penalty: 1030.001465
	Iteration 32Q: 3 clusters Score -4172862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -4172861.000000 Penalty: 1030.001465
	Iteration 33Q: 3 clusters Score -4172861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -4172866.000000 Penalty: 1030.001465
	Iteration 34Q: 3 clusters Score -4172866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -4172863.500000 Penalty: 1030.001465
	Iteration 35Q: 3 clusters Score -4172864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -4172868.500000 Penalty: 1030.001465
	Iteration 36Q: 3 clusters Score -4172868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -4172869.500000 Penalty: 1030.001465
	Iteration 37Q: 3 clusters Score -4172870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -4172866.250000 Penalty: 1030.001465
	Iteration 38Q: 3 clusters Score -4172866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -4172871.750000 Penalty: 1030.001465
	Iteration 39Q: 3 clusters Score -4172872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -4172872.750000 Penalty: 1030.001465
	Iteration 40F: 3 clusters Score -4172873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -4172872.500000 Penalty: 1030.001465
	Iteration 41Q: 3 clusters Score -4172872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -4172872.500000 Penalty: 1030.001465
	Iteration 42F: 3 clusters Score -4172872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -203953.187500 Penalty: 375.805359
	Iteration 0F: 2 clusters Score -203953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -201301.671875 Penalty: 751.610718
	Iteration 0F: 3 clusters Score -201301.7 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -202247.156250 Penalty: 751.610718
	Iteration 1F: 3 clusters Score -202247.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -202362.375000 Penalty: 751.610718
	Iteration 2F: 3 clusters Score -202362.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -202461.406250 Penalty: 751.610718
	Iteration 3F: 3 clusters Score -202461.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -202567.781250 Penalty: 751.610718
	Iteration 4F: 3 clusters Score -202567.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -202666.906250 Penalty: 751.610718
	Iteration 5Q: 3 clusters Score -202666.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -202760.453125 Penalty: 751.610718
	Iteration 6Q: 3 clusters Score -202760.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -202875.968750 Penalty: 751.610718
	Iteration 7Q: 3 clusters Score -202876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -202998.828125 Penalty: 751.610718
	Iteration 8Q: 3 clusters Score -202998.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -203142.265625 Penalty: 751.610718
	Iteration 9Q: 3 clusters Score -203142.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -203273.593750 Penalty: 751.610718
	Iteration 10Q: 3 clusters Score -203273.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -203369.312500 Penalty: 751.610718
	Iteration 11Q: 3 clusters Score -203369.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -203432.140625 Penalty: 751.610718
	Iteration 12Q: 3 clusters Score -203432.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -203480.062500 Penalty: 751.610718
	Iteration 13Q: 3 clusters Score -203480.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -203515.015625 Penalty: 751.610718
	Iteration 14Q: 3 clusters Score -203515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -203538.937500 Penalty: 751.610718
	Iteration 15Q: 3 clusters Score -203538.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -203558.046875 Penalty: 751.610718
	Iteration 16Q: 3 clusters Score -203558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -203571.765625 Penalty: 751.610718
	Iteration 17Q: 3 clusters Score -203571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -203581.031250 Penalty: 751.610718
	Iteration 18Q: 3 clusters Score -203581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -203588.328125 Penalty: 751.610718
	Iteration 19Q: 3 clusters Score -203588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -203590.828125 Penalty: 751.610718
	Iteration 20F: 3 clusters Score -203590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -203594.625000 Penalty: 751.610718
	Iteration 21Q: 3 clusters Score -203594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -203597.750000 Penalty: 751.610718
	Iteration 22Q: 3 clusters Score -203597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -203600.125000 Penalty: 751.610718
	Iteration 23Q: 3 clusters Score -203600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -203603.000000 Penalty: 751.610718
	Iteration 24Q: 3 clusters Score -203603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -203606.406250 Penalty: 751.610718
	Iteration 25Q: 3 clusters Score -203606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -203608.703125 Penalty: 751.610718
	Iteration 26Q: 3 clusters Score -203608.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -203614.593750 Penalty: 751.610718
	Iteration 27Q: 3 clusters Score -203614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -203620.265625 Penalty: 751.610718
	Iteration 28Q: 3 clusters Score -203620.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -203625.171875 Penalty: 751.610718
	Iteration 29Q: 3 clusters Score -203625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -203628.234375 Penalty: 751.610718
	Iteration 30Q: 3 clusters Score -203628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -203632.093750 Penalty: 751.610718
	Iteration 31Q: 3 clusters Score -203632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -203634.734375 Penalty: 751.610718
	Iteration 32Q: 3 clusters Score -203634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -203635.578125 Penalty: 751.610718
	Iteration 33Q: 3 clusters Score -203635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -203636.671875 Penalty: 751.610718
	Iteration 34Q: 3 clusters Score -203636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -203636.968750 Penalty: 751.610718
	Iteration 35Q: 3 clusters Score -203637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -203639.296875 Penalty: 751.610718
	Iteration 36Q: 3 clusters Score -203639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -203640.093750 Penalty: 751.610718
	Iteration 37Q: 3 clusters Score -203640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -203643.125000 Penalty: 751.610718
	Iteration 38Q: 3 clusters Score -203643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -203644.531250 Penalty: 751.610718
	Iteration 39Q: 3 clusters Score -203644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -203646.000000 Penalty: 751.610718
	Iteration 40F: 3 clusters Score -203646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -203646.562500 Penalty: 751.610718
	Iteration 41Q: 3 clusters Score -203646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -203646.562500 Penalty: 751.610718
	Iteration 42F: 3 clusters Score -203646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -25914.849609 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -25914.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25407.759766 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -25407.76 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25591.945312 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -25591.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25621.757812 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -25621.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -25635.601562 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -25635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -25645.039062 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -25645.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -25648.205078 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -25648.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25651.083984 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -25651.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -25654.720703 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -25654.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25655.355469 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -25655.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -25655.898438 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -25655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -25655.898438 Penalty: 574.697571
	Iteration 10F: 3 clusters Score -25655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10144.331055 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10144.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10221.131836 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10221.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10230.376953 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10230.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10233.919922 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10233.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10236.791992 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10236.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10239.115234 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10239.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10242.140625 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10242.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10243.758789 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10243.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10244.849609 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10244.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10248.412109 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -10248.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10251.788086 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -10251.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10252.197266 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -10252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10254.007812 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -10254.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10255.510742 Penalty: 497.208710
	Iteration 13Q: 3 clusters Score -10255.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10256.857422 Penalty: 497.208710
	Iteration 14Q: 3 clusters Score -10256.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10257.272461 Penalty: 497.208710
	Iteration 15Q: 3 clusters Score -10257.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10257.385742 Penalty: 497.208710
	Iteration 16Q: 3 clusters Score -10257.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10257.589844 Penalty: 497.208710
	Iteration 17Q: 3 clusters Score -10257.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10258.708008 Penalty: 497.208710
	Iteration 18Q: 3 clusters Score -10258.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10260.595703 Penalty: 497.208710
	Iteration 19Q: 3 clusters Score -10260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10261.174805 Penalty: 497.208710
	Iteration 20F: 3 clusters Score -10261.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10261.790039 Penalty: 497.208710
	Iteration 21Q: 3 clusters Score -10261.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10263.888672 Penalty: 497.208710
	Iteration 22Q: 3 clusters Score -10263.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10264.073242 Penalty: 497.208710
	Iteration 23Q: 3 clusters Score -10264.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10264.262695 Penalty: 497.208710
	Iteration 24Q: 3 clusters Score -10264.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10265.967773 Penalty: 497.208710
	Iteration 25Q: 3 clusters Score -10265.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10279.748047 Penalty: 497.208710
	Iteration 26Q: 3 clusters Score -10279.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10305.691406 Penalty: 497.208710
	Iteration 27Q: 3 clusters Score -10305.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10316.875977 Penalty: 497.208710
	Iteration 28Q: 3 clusters Score -10316.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10322.714844 Penalty: 497.208710
	Iteration 29Q: 3 clusters Score -10322.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10328.868164 Penalty: 497.208710
	Iteration 30Q: 3 clusters Score -10328.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10334.659180 Penalty: 497.208710
	Iteration 31Q: 3 clusters Score -10334.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10335.358398 Penalty: 497.208710
	Iteration 32Q: 3 clusters Score -10335.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10336.030273 Penalty: 497.208710
	Iteration 33Q: 3 clusters Score -10336.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10336.566406 Penalty: 497.208710
	Iteration 34Q: 3 clusters Score -10336.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10336.566406 Penalty: 497.208710
	Iteration 35F: 3 clusters Score -10336.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Entering Unmasked Estep 
Score: -1005843.375000 Penalty: 452.338501
	Iteration 0F: 2 clusters Score -1005843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -992013.750000 Penalty: 904.677002
	Iteration 0F: 3 clusters Score -992013.8 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -997484.812500 Penalty: 904.677002
	Iteration 1F: 3 clusters Score -997484.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -997627.625000 Penalty: 904.677002
	Iteration 2Q: 3 clusters Score -997627.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -997813.812500 Penalty: 904.677002
	Iteration 3Q: 3 clusters Score -997813.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -998070.375000 Penalty: 904.677002
	Iteration 4Q: 3 clusters Score -998070.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -998538.687500 Penalty: 904.677002
	Iteration 5Q: 3 clusters Score -998538.7 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -999437.000000 Penalty: 904.677002
	Iteration 6F: 3 clusters Score -999437 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1000874.250000 Penalty: 904.677002
	Iteration 7F: 3 clusters Score -1000874 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1002789.437500 Penalty: 904.677002
	Iteration 8F: 3 clusters Score -1002789 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1004330.437500 Penalty: 904.677002
	Iteration 9F: 3 clusters Score -1004330 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1005032.000000 Penalty: 904.677002
	Iteration 10Q: 3 clusters Score -1005032 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1005308.625000 Penalty: 904.677002
	Iteration 11Q: 3 clusters Score -1005309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1005394.187500 Penalty: 904.677002
	Iteration 12Q: 3 clusters Score -1005394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1005423.875000 Penalty: 904.677002
	Iteration 13Q: 3 clusters Score -1005424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -1005435.875000 Penalty: 904.677002
	Iteration 14Q: 3 clusters Score -1005436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1005442.875000 Penalty: 904.677002
	Iteration 15Q: 3 clusters Score -1005443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1005449.437500 Penalty: 904.677002
	Iteration 16Q: 3 clusters Score -1005449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1005450.437500 Penalty: 904.677002
	Iteration 17Q: 3 clusters Score -1005450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1005450.437500 Penalty: 904.677002
	Iteration 18F: 3 clusters Score -1005450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -165124.093750 Penalty: 364.395782
	Iteration 0F: 2 clusters Score -165124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -163004.406250 Penalty: 728.791565
	Iteration 0F: 3 clusters Score -163004.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -163696.031250 Penalty: 728.791565
	Iteration 1F: 3 clusters Score -163696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -163776.875000 Penalty: 728.791565
	Iteration 2F: 3 clusters Score -163776.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -163846.062500 Penalty: 728.791565
	Iteration 3F: 3 clusters Score -163846.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -163916.593750 Penalty: 728.791565
	Iteration 4F: 3 clusters Score -163916.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -163986.515625 Penalty: 728.791565
	Iteration 5Q: 3 clusters Score -163986.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -164095.078125 Penalty: 728.791565
	Iteration 6Q: 3 clusters Score -164095.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -164217.359375 Penalty: 728.791565
	Iteration 7F: 3 clusters Score -164217.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -164346.812500 Penalty: 728.791565
	Iteration 8F: 3 clusters Score -164346.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -164432.796875 Penalty: 728.791565
	Iteration 9Q: 3 clusters Score -164432.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -164473.390625 Penalty: 728.791565
	Iteration 10Q: 3 clusters Score -164473.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -164493.437500 Penalty: 728.791565
	Iteration 11Q: 3 clusters Score -164493.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -164501.562500 Penalty: 728.791565
	Iteration 12Q: 3 clusters Score -164501.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -164505.500000 Penalty: 728.791565
	Iteration 13Q: 3 clusters Score -164505.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -164508.593750 Penalty: 728.791565
	Iteration 14Q: 3 clusters Score -164508.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -164511.343750 Penalty: 728.791565
	Iteration 15Q: 3 clusters Score -164511.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -164513.500000 Penalty: 728.791565
	Iteration 16Q: 3 clusters Score -164513.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -164515.578125 Penalty: 728.791565
	Iteration 17Q: 3 clusters Score -164515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -164516.765625 Penalty: 728.791565
	Iteration 18Q: 3 clusters Score -164516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -164517.921875 Penalty: 728.791565
	Iteration 19Q: 3 clusters Score -164517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -164518.156250 Penalty: 728.791565
	Iteration 20F: 3 clusters Score -164518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -164518.421875 Penalty: 728.791565
	Iteration 21Q: 3 clusters Score -164518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -164518.562500 Penalty: 728.791565
	Iteration 22Q: 3 clusters Score -164518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -164518.234375 Penalty: 728.791565
	Iteration 23Q: 3 clusters Score -164518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -164518.484375 Penalty: 728.791565
	Iteration 24Q: 3 clusters Score -164518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -164518.484375 Penalty: 728.791565
	Iteration 25F: 3 clusters Score -164518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 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 226 members 
Entering Unmasked Estep 
Score: -18863.568359 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18863.57 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18964.009766 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18964.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -18990.154297 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -18990.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19006.646484 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -19006.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19015.945312 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19015.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19030.548828 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19030.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19033.460938 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19033.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19036.916016 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19036.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19041.046875 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19041.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19042.873047 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19042.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19046.492188 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19046.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19049.574219 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19049.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19050.871094 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19050.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19052.052734 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19052.052734 Penalty: 548.792358
	Iteration 14F: 3 clusters Score -19052.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6072.052246 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6072.052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6113.804199 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6113.804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6120.964844 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6120.965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6129.093750 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6129.094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6137.466309 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6137.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6137.466309 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6137.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 369 members 
Entering Unmasked Estep 
Score: -34790.542969 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34790.54 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34948.734375 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34948.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35008.957031 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -35008.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35040.542969 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -35040.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35062.222656 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35062.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35080.691406 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35080.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35087.804688 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35087.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35094.796875 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35098.402344 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35101.507812 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35101.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35110.117188 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35110.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35118.304688 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35129.554688 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35129.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35138.718750 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35138.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35140.480469 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35140.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35144.292969 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35144.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35148.031250 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35148.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35150.039062 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35150.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35151.652344 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35151.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35153.917969 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -35153.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35158.152344 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -35158.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35165.441406 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -35165.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35180.082031 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -35180.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35183.265625 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -35183.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35184.203125 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -35184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35184.203125 Penalty: 602.910706
	Iteration 25F: 3 clusters Score -35184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7517.874512 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7517.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7252.614258 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7252.614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7302.071777 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7302.072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7313.911133 Penalty: 476.516235
	Iteration 2Q: 3 clusters Score -7313.911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7326.965820 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7326.966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7341.334473 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7341.334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7344.527344 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7344.527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7349.547363 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7349.547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7349.547363 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -7349.547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -188445.546875 Penalty: 371.743469
	Iteration 0F: 2 clusters Score -188445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -186031.875000 Penalty: 743.486938
	Iteration 0F: 3 clusters Score -186031.9 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -186892.843750 Penalty: 743.486938
	Iteration 1F: 3 clusters Score -186892.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -187047.203125 Penalty: 743.486938
	Iteration 2F: 3 clusters Score -187047.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -187236.328125 Penalty: 743.486938
	Iteration 3F: 3 clusters Score -187236.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -187453.921875 Penalty: 743.486938
	Iteration 4F: 3 clusters Score -187453.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -187668.859375 Penalty: 743.486938
	Iteration 5F: 3 clusters Score -187668.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -187819.562500 Penalty: 743.486938
	Iteration 6F: 3 clusters Score -187819.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -187873.453125 Penalty: 743.486938
	Iteration 7Q: 3 clusters Score -187873.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -187901.000000 Penalty: 743.486938
	Iteration 8Q: 3 clusters Score -187901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -187915.656250 Penalty: 743.486938
	Iteration 9Q: 3 clusters Score -187915.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -187928.046875 Penalty: 743.486938
	Iteration 10Q: 3 clusters Score -187928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187934.218750 Penalty: 743.486938
	Iteration 11Q: 3 clusters Score -187934.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187940.218750 Penalty: 743.486938
	Iteration 12Q: 3 clusters Score -187940.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -187945.828125 Penalty: 743.486938
	Iteration 13Q: 3 clusters Score -187945.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187951.796875 Penalty: 743.486938
	Iteration 14Q: 3 clusters Score -187951.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187961.437500 Penalty: 743.486938
	Iteration 15Q: 3 clusters Score -187961.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -187974.234375 Penalty: 743.486938
	Iteration 16Q: 3 clusters Score -187974.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187988.375000 Penalty: 743.486938
	Iteration 17Q: 3 clusters Score -187988.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187999.015625 Penalty: 743.486938
	Iteration 18Q: 3 clusters Score -187999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188003.453125 Penalty: 743.486938
	Iteration 19Q: 3 clusters Score -188003.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188008.187500 Penalty: 743.486938
	Iteration 20F: 3 clusters Score -188008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -188009.734375 Penalty: 743.486938
	Iteration 21Q: 3 clusters Score -188009.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188011.265625 Penalty: 743.486938
	Iteration 22Q: 3 clusters Score -188011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188014.562500 Penalty: 743.486938
	Iteration 23Q: 3 clusters Score -188014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188017.562500 Penalty: 743.486938
	Iteration 24Q: 3 clusters Score -188017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188019.343750 Penalty: 743.486938
	Iteration 25Q: 3 clusters Score -188019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -188020.187500 Penalty: 743.486938
	Iteration 26Q: 3 clusters Score -188020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188020.468750 Penalty: 743.486938
	Iteration 27Q: 3 clusters Score -188020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188020.906250 Penalty: 743.486938
	Iteration 28Q: 3 clusters Score -188020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188020.906250 Penalty: 743.486938
	Iteration 29Q: 3 clusters Score -188020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188020.906250 Penalty: 743.486938
	Iteration 30F: 3 clusters Score -188020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -637699.750000 Penalty: 432.735352
	Iteration 0F: 2 clusters Score -637699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -628787.562500 Penalty: 865.470703
	Iteration 0F: 3 clusters Score -628787.6 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -632255.812500 Penalty: 865.470703
	Iteration 1F: 3 clusters Score -632255.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -632432.687500 Penalty: 865.470703
	Iteration 2Q: 3 clusters Score -632432.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -632686.500000 Penalty: 865.470703
	Iteration 3Q: 3 clusters Score -632686.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -633036.125000 Penalty: 865.470703
	Iteration 4F: 3 clusters Score -633036.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -633608.187500 Penalty: 865.470703
	Iteration 5F: 3 clusters Score -633608.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -634418.125000 Penalty: 865.470703
	Iteration 6F: 3 clusters Score -634418.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -635286.562500 Penalty: 865.470703
	Iteration 7F: 3 clusters Score -635286.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -636021.437500 Penalty: 865.470703
	Iteration 8F: 3 clusters Score -636021.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -636538.062500 Penalty: 865.470703
	Iteration 9Q: 3 clusters Score -636538.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -636835.562500 Penalty: 865.470703
	Iteration 10Q: 3 clusters Score -636835.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -637051.625000 Penalty: 865.470703
	Iteration 11Q: 3 clusters Score -637051.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -637175.875000 Penalty: 865.470703
	Iteration 12Q: 3 clusters Score -637175.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -637253.437500 Penalty: 865.470703
	Iteration 13Q: 3 clusters Score -637253.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -637283.562500 Penalty: 865.470703
	Iteration 14Q: 3 clusters Score -637283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -637299.187500 Penalty: 865.470703
	Iteration 15Q: 3 clusters Score -637299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -637309.062500 Penalty: 865.470703
	Iteration 16Q: 3 clusters Score -637309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -637319.500000 Penalty: 865.470703
	Iteration 17Q: 3 clusters Score -637319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -637326.437500 Penalty: 865.470703
	Iteration 18Q: 3 clusters Score -637326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -637331.937500 Penalty: 865.470703
	Iteration 19Q: 3 clusters Score -637331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -637336.500000 Penalty: 865.470703
	Iteration 20F: 3 clusters Score -637336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -637336.562500 Penalty: 865.470703
	Iteration 21Q: 3 clusters Score -637336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -637336.562500 Penalty: 865.470703
	Iteration 22F: 3 clusters Score -637336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -18820.742188 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -18820.74 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 193 members 
Entering Unmasked Estep 
Score: -18402.658203 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -18402.66 nChanged 129
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: -18507.132812 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -18507.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18539.509766 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -18539.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18547.789062 Penalty: 544.078613
	Iteration 3Q: 3 clusters Score -18547.79 nChanged 7
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: -18554.925781 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -18554.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18557.566406 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -18557.57 nChanged 3
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: -18558.851562 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -18558.85 nChanged 1
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: -18559.093750 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -18559.09 nChanged 0
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: -18559.093750 Penalty: 544.078613
	Iteration 8F: 3 clusters Score -18559.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (68249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Entering Unmasked Estep 
Score: -3358694.500000 Penalty: 506.456787
	Iteration 0F: 2 clusters Score -3358694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3312778.250000 Penalty: 1012.913574
	Iteration 0F: 3 clusters Score -3312778 nChanged 33302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3334430.000000 Penalty: 1012.913574
	Iteration 1F: 3 clusters Score -3334430 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3337283.000000 Penalty: 1012.913574
	Iteration 2F: 3 clusters Score -3337283 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3341730.500000 Penalty: 1012.913574
	Iteration 3F: 3 clusters Score -3341730 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3347296.000000 Penalty: 1012.913574
	Iteration 4F: 3 clusters Score -3347296 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3352313.000000 Penalty: 1012.913574
	Iteration 5F: 3 clusters Score -3352313 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3355427.750000 Penalty: 1012.913574
	Iteration 6Q: 3 clusters Score -3355428 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3356948.500000 Penalty: 1012.913574
	Iteration 7Q: 3 clusters Score -3356948 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3357645.500000 Penalty: 1012.913574
	Iteration 8Q: 3 clusters Score -3357646 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3357929.750000 Penalty: 1012.913574
	Iteration 9Q: 3 clusters Score -3357930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3358091.000000 Penalty: 1012.913574
	Iteration 10Q: 3 clusters Score -3358091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3358160.500000 Penalty: 1012.913574
	Iteration 11Q: 3 clusters Score -3358160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3358204.750000 Penalty: 1012.913574
	Iteration 12Q: 3 clusters Score -3358205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3358232.250000 Penalty: 1012.913574
	Iteration 13Q: 3 clusters Score -3358232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3358251.750000 Penalty: 1012.913574
	Iteration 14Q: 3 clusters Score -3358252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3358259.000000 Penalty: 1012.913574
	Iteration 15Q: 3 clusters Score -3358259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3358259.500000 Penalty: 1012.913574
	Iteration 16Q: 3 clusters Score -3358260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3358262.500000 Penalty: 1012.913574
	Iteration 17Q: 3 clusters Score -3358262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3358268.750000 Penalty: 1012.913574
	Iteration 18Q: 3 clusters Score -3358269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3358272.500000 Penalty: 1012.913574
	Iteration 19Q: 3 clusters Score -3358272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3358273.500000 Penalty: 1012.913574
	Iteration 20F: 3 clusters Score -3358274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3358282.000000 Penalty: 1012.913574
	Iteration 21Q: 3 clusters Score -3358282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3358284.750000 Penalty: 1012.913574
	Iteration 22Q: 3 clusters Score -3358285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3358286.000000 Penalty: 1012.913574
	Iteration 23Q: 3 clusters Score -3358286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3358286.500000 Penalty: 1012.913574
	Iteration 24Q: 3 clusters Score -3358286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3358288.500000 Penalty: 1012.913574
	Iteration 25Q: 3 clusters Score -3358288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3358288.500000 Penalty: 1012.913574
	Iteration 26F: 3 clusters Score -3358288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (305669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305669 members 
Entering Unmasked Estep 
Score: -14943382.000000 Penalty: 574.676758
	Iteration 0F: 2 clusters Score -1.494338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -14752579.000000 Penalty: 1149.353516
	Iteration 0F: 3 clusters Score -1.475258e+07 nChanged 150939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -14848492.000000 Penalty: 1149.353516
	Iteration 1F: 3 clusters Score -1.484849e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172868 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -14854088.000000 Penalty: 1149.353516
	Iteration 2Q: 3 clusters Score -1.485409e+07 nChanged 16155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -14863552.000000 Penalty: 1149.353516
	Iteration 3F: 3 clusters Score -1.486355e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -14878368.000000 Penalty: 1149.353516
	Iteration 4F: 3 clusters Score -1.487837e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211286 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -14894915.000000 Penalty: 1149.353516
	Iteration 5F: 3 clusters Score -1.489492e+07 nChanged 18235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223075 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -14908185.000000 Penalty: 1149.353516
	Iteration 6F: 3 clusters Score -1.490818e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231855 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -14916043.000000 Penalty: 1149.353516
	Iteration 7Q: 3 clusters Score -1.491604e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238762 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -14920334.000000 Penalty: 1149.353516
	Iteration 8Q: 3 clusters Score -1.492033e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244624 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -14923217.000000 Penalty: 1149.353516
	Iteration 9Q: 3 clusters Score -1.492322e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249967 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -14925326.000000 Penalty: 1149.353516
	Iteration 10Q: 3 clusters Score -1.492533e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254945 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -14927267.000000 Penalty: 1149.353516
	Iteration 11Q: 3 clusters Score -1.492727e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259683 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -14928915.000000 Penalty: 1149.353516
	Iteration 12Q: 3 clusters Score -1.492892e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263949 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -14930422.000000 Penalty: 1149.353516
	Iteration 13Q: 3 clusters Score -1.493042e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267786 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -14931810.000000 Penalty: 1149.353516
	Iteration 14Q: 3 clusters Score -1.493181e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271251 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -14932994.000000 Penalty: 1149.353516
	Iteration 15Q: 3 clusters Score -1.493299e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274275 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -14934128.000000 Penalty: 1149.353516
	Iteration 16Q: 3 clusters Score -1.493413e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277092 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -14935066.000000 Penalty: 1149.353516
	Iteration 17Q: 3 clusters Score -1.493507e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279669 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -14935821.000000 Penalty: 1149.353516
	Iteration 18Q: 3 clusters Score -1.493582e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282091 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -14936574.000000 Penalty: 1149.353516
	Iteration 19Q: 3 clusters Score -1.493657e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284432 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -14937103.000000 Penalty: 1149.353516
	Iteration 20F: 3 clusters Score -1.49371e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286693 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -14937489.000000 Penalty: 1149.353516
	Iteration 21Q: 3 clusters Score -1.493749e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288845 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -14938084.000000 Penalty: 1149.353516
	Iteration 22Q: 3 clusters Score -1.493808e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291023 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -14938678.000000 Penalty: 1149.353516
	Iteration 23Q: 3 clusters Score -1.493868e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293110 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -14939149.000000 Penalty: 1149.353516
	Iteration 24Q: 3 clusters Score -1.493915e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295039 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -14939539.000000 Penalty: 1149.353516
	Iteration 25Q: 3 clusters Score -1.493954e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296878 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -14940086.000000 Penalty: 1149.353516
	Iteration 26Q: 3 clusters Score -1.494009e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298527 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -14940640.000000 Penalty: 1149.353516
	Iteration 27Q: 3 clusters Score -1.494064e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300013 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -14941191.000000 Penalty: 1149.353516
	Iteration 28Q: 3 clusters Score -1.494119e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301270 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -14941507.000000 Penalty: 1149.353516
	Iteration 29Q: 3 clusters Score -1.494151e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302316 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -14941873.000000 Penalty: 1149.353516
	Iteration 30Q: 3 clusters Score -1.494187e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303139 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -14942112.000000 Penalty: 1149.353516
	Iteration 31Q: 3 clusters Score -1.494211e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303723 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14942399.000000 Penalty: 1149.353516
	Iteration 32Q: 3 clusters Score -1.49424e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14942511.000000 Penalty: 1149.353516
	Iteration 33Q: 3 clusters Score -1.494251e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304467 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14942606.000000 Penalty: 1149.353516
	Iteration 34Q: 3 clusters Score -1.494261e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304696 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14942638.000000 Penalty: 1149.353516
	Iteration 35Q: 3 clusters Score -1.494264e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14942677.000000 Penalty: 1149.353516
	Iteration 36Q: 3 clusters Score -1.494268e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304950 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -14942673.000000 Penalty: 1149.353516
	Iteration 37Q: 3 clusters Score -1.494267e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305027 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14942714.000000 Penalty: 1149.353516
	Iteration 38Q: 3 clusters Score -1.494271e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305077 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14942729.000000 Penalty: 1149.353516
	Iteration 39Q: 3 clusters Score -1.494273e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305120 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14942756.000000 Penalty: 1149.353516
	Iteration 40F: 3 clusters Score -1.494276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305154 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14942774.000000 Penalty: 1149.353516
	Iteration 41Q: 3 clusters Score -1.494277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305180 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14942786.000000 Penalty: 1149.353516
	Iteration 42Q: 3 clusters Score -1.494279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305207 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14942795.000000 Penalty: 1149.353516
	Iteration 43Q: 3 clusters Score -1.49428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305224 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14942815.000000 Penalty: 1149.353516
	Iteration 44Q: 3 clusters Score -1.494282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305232 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14942830.000000 Penalty: 1149.353516
	Iteration 45Q: 3 clusters Score -1.494283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305243 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14942853.000000 Penalty: 1149.353516
	Iteration 46Q: 3 clusters Score -1.494285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305248 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14942854.000000 Penalty: 1149.353516
	Iteration 47Q: 3 clusters Score -1.494285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305252 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14942879.000000 Penalty: 1149.353516
	Iteration 48Q: 3 clusters Score -1.494288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305260 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14942878.000000 Penalty: 1149.353516
	Iteration 49Q: 3 clusters Score -1.494288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14942885.000000 Penalty: 1149.353516
	Iteration 50Q: 3 clusters Score -1.494288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305277 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14942886.000000 Penalty: 1149.353516
	Iteration 51Q: 3 clusters Score -1.494289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305290 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14942881.000000 Penalty: 1149.353516
	Iteration 52Q: 3 clusters Score -1.494288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305293 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14942887.000000 Penalty: 1149.353516
	Iteration 53Q: 3 clusters Score -1.494289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305295 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14942889.000000 Penalty: 1149.353516
	Iteration 54Q: 3 clusters Score -1.494289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305296 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14942893.000000 Penalty: 1149.353516
	Iteration 55Q: 3 clusters Score -1.494289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305300 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14942885.000000 Penalty: 1149.353516
	Iteration 56Q: 3 clusters Score -1.494288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305304 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14942882.000000 Penalty: 1149.353516
	Iteration 57Q: 3 clusters Score -1.494288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305306 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14942887.000000 Penalty: 1149.353516
	Iteration 58Q: 3 clusters Score -1.494289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305308 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14942882.000000 Penalty: 1149.353516
	Iteration 59Q: 3 clusters Score -1.494288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305309 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14942887.000000 Penalty: 1149.353516
	Iteration 60F: 3 clusters Score -1.494289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305310 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14942895.000000 Penalty: 1149.353516
	Iteration 61Q: 3 clusters Score -1.49429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305310 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14942895.000000 Penalty: 1149.353516
	Iteration 62F: 3 clusters Score -1.49429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82347 members 
Mstep: Class 10 contains 3864 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68249 members 
Mstep: Class 23 contains 305669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299788.000000 Penalty: 13794.784180
Iteration 439Q: 24 clusters Score -2.529979e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 11639 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82357 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20760 members 
Mstep: Class 14 contains 3010 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68187 members 
Mstep: Class 23 contains 305732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299762.000000 Penalty: 13794.784180
Iteration 440F: 24 clusters Score -2.529976e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 11640 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82377 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20751 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68124 members 
Mstep: Class 23 contains 305791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299776.000000 Penalty: 13794.784180
Iteration 441Q: 24 clusters Score -2.529978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82392 members 
Mstep: Class 10 contains 3807 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20745 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 68053 members 
Mstep: Class 23 contains 305863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299728.000000 Penalty: 13794.784180
Iteration 442Q: 24 clusters Score -2.529973e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82404 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20736 members 
Mstep: Class 14 contains 3022 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67990 members 
Mstep: Class 23 contains 305928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299716.000000 Penalty: 13794.784180
Iteration 443Q: 24 clusters Score -2.529972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82423 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20727 members 
Mstep: Class 14 contains 3026 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67935 members 
Mstep: Class 23 contains 305975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299734.000000 Penalty: 13794.784180
Iteration 444Q: 24 clusters Score -2.529973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2645 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82439 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20717 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67887 members 
Mstep: Class 23 contains 306009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299742.000000 Penalty: 13794.784180
Iteration 445Q: 24 clusters Score -2.529974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82455 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20712 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 13502 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67833 members 
Mstep: Class 23 contains 306049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299720.000000 Penalty: 13794.784180
Iteration 446Q: 24 clusters Score -2.529972e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82464 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20709 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3575 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67762 members 
Mstep: Class 23 contains 306104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299754.000000 Penalty: 13794.784180
Iteration 447Q: 24 clusters Score -2.529975e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 3153 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82473 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20700 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 13503 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67702 members 
Mstep: Class 23 contains 306138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299764.000000 Penalty: 13794.784180
Iteration 448Q: 24 clusters Score -2.529976e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82482 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67634 members 
Mstep: Class 23 contains 306179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299752.000000 Penalty: 13794.784180
Iteration 449Q: 24 clusters Score -2.529975e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82491 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20695 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3607 members 
Mstep: Class 20 contains 13502 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67561 members 
Mstep: Class 23 contains 306230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299768.000000 Penalty: 13794.784180
Iteration 450Q: 24 clusters Score -2.529977e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 7 contains 11663 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82503 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20689 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 13498 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67489 members 
Mstep: Class 23 contains 306284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299766.000000 Penalty: 13794.784180
Iteration 451Q: 24 clusters Score -2.529977e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82521 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20682 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 13493 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67421 members 
Mstep: Class 23 contains 306322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299770.000000 Penalty: 13794.784180
Iteration 452Q: 24 clusters Score -2.529977e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82532 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20674 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67368 members 
Mstep: Class 23 contains 306364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299750.000000 Penalty: 13794.784180
Iteration 453Q: 24 clusters Score -2.529975e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 11667 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82544 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20663 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 13484 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67321 members 
Mstep: Class 23 contains 306400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299788.000000 Penalty: 13794.784180
Iteration 454Q: 24 clusters Score -2.529979e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82554 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20654 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 13481 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67269 members 
Mstep: Class 23 contains 306430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299828.000000 Penalty: 13794.784180
Iteration 455Q: 24 clusters Score -2.529983e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82563 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20651 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3672 members 
Mstep: Class 20 contains 13480 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67220 members 
Mstep: Class 23 contains 306462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299838.000000 Penalty: 13794.784180
Iteration 456Q: 24 clusters Score -2.529984e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82566 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 551 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20646 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 13480 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67163 members 
Mstep: Class 23 contains 306510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299828.000000 Penalty: 13794.784180
Iteration 457Q: 24 clusters Score -2.529983e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82570 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20637 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 13482 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67109 members 
Mstep: Class 23 contains 306558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299824.000000 Penalty: 13794.784180
Iteration 458Q: 24 clusters Score -2.529982e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82576 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20626 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 13485 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 67063 members 
Mstep: Class 23 contains 306597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299850.000000 Penalty: 13794.784180
Iteration 459Q: 24 clusters Score -2.529985e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82589 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20618 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66997 members 
Mstep: Class 23 contains 306636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299828.000000 Penalty: 13794.784180
Iteration 460F: 24 clusters Score -2.529983e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82607 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20612 members 
Mstep: Class 14 contains 3099 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66932 members 
Mstep: Class 23 contains 306664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299856.000000 Penalty: 13794.784180
Iteration 461Q: 24 clusters Score -2.529986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82631 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20610 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 13494 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66857 members 
Mstep: Class 23 contains 306688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299868.000000 Penalty: 13794.784180
Iteration 462Q: 24 clusters Score -2.529987e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82650 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20607 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3706 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66789 members 
Mstep: Class 23 contains 306715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299902.000000 Penalty: 13794.784180
Iteration 463Q: 24 clusters Score -2.52999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82661 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20602 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3709 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66705 members 
Mstep: Class 23 contains 306771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299910.000000 Penalty: 13794.784180
Iteration 464Q: 24 clusters Score -2.529991e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82674 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20589 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3713 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66619 members 
Mstep: Class 23 contains 306837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299866.000000 Penalty: 13794.784180
Iteration 465Q: 24 clusters Score -2.529987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 11674 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82692 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20577 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66534 members 
Mstep: Class 23 contains 306906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299888.000000 Penalty: 13794.784180
Iteration 466Q: 24 clusters Score -2.529989e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82707 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20566 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66452 members 
Mstep: Class 23 contains 306967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299874.000000 Penalty: 13794.784180
Iteration 467Q: 24 clusters Score -2.529987e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2788 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82721 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3728 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66386 members 
Mstep: Class 23 contains 307022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299922.000000 Penalty: 13794.784180
Iteration 468Q: 24 clusters Score -2.529992e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 11672 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82738 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20531 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66329 members 
Mstep: Class 23 contains 307066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299944.000000 Penalty: 13794.784180
Iteration 469Q: 24 clusters Score -2.529994e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 3172 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 11667 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82764 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66251 members 
Mstep: Class 23 contains 307118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299940.000000 Penalty: 13794.784180
Iteration 470Q: 24 clusters Score -2.529994e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82792 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20510 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66190 members 
Mstep: Class 23 contains 307150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299946.000000 Penalty: 13794.784180
Iteration 471Q: 24 clusters Score -2.529995e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82817 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20498 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66133 members 
Mstep: Class 23 contains 307187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299934.000000 Penalty: 13794.784180
Iteration 472Q: 24 clusters Score -2.529993e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 11667 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82833 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20481 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66071 members 
Mstep: Class 23 contains 307231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299962.000000 Penalty: 13794.784180
Iteration 473Q: 24 clusters Score -2.529996e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 3174 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82850 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20456 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3740 members 
Mstep: Class 20 contains 13514 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 66012 members 
Mstep: Class 23 contains 307281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299950.000000 Penalty: 13794.784180
Iteration 474Q: 24 clusters Score -2.529995e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 11667 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82867 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20429 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 13517 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65949 members 
Mstep: Class 23 contains 307335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299926.000000 Penalty: 13794.784180
Iteration 475Q: 24 clusters Score -2.529993e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 11662 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82889 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20402 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3742 members 
Mstep: Class 20 contains 13520 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65895 members 
Mstep: Class 23 contains 307380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299914.000000 Penalty: 13794.784180
Iteration 476Q: 24 clusters Score -2.529991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 11660 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82912 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20379 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65839 members 
Mstep: Class 23 contains 307422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299878.000000 Penalty: 13794.784180
Iteration 477Q: 24 clusters Score -2.529988e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 11657 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82933 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20365 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65785 members 
Mstep: Class 23 contains 307460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299934.000000 Penalty: 13794.784180
Iteration 478Q: 24 clusters Score -2.529993e+07 nChanged 152
Entering ConstructFrom: 
Score: -25299934.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -9539.118164 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -9539.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9224.083984 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -9224.084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9296.657227 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -9296.657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9330.027344 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -9330.027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9337.120117 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -9337.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9339.898438 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -9339.898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9347.607422 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -9347.607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9362.940430 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -9362.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9371.986328 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -9371.986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9375.345703 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -9375.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9381.051758 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -9381.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9381.404297 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -9381.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9382.234375 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -9382.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9382.847656 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -9382.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9383.529297 Penalty: 493.670471
	Iteration 13Q: 3 clusters Score -9383.529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9384.776367 Penalty: 493.670471
	Iteration 14Q: 3 clusters Score -9384.776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9387.833008 Penalty: 493.670471
	Iteration 15Q: 3 clusters Score -9387.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9392.498047 Penalty: 493.670471
	Iteration 16Q: 3 clusters Score -9392.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9396.865234 Penalty: 493.670471
	Iteration 17Q: 3 clusters Score -9396.865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9397.790039 Penalty: 493.670471
	Iteration 18Q: 3 clusters Score -9397.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9399.679688 Penalty: 493.670471
	Iteration 19Q: 3 clusters Score -9399.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9405.353516 Penalty: 493.670471
	Iteration 20F: 3 clusters Score -9405.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9407.176758 Penalty: 493.670471
	Iteration 21Q: 3 clusters Score -9407.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9409.608398 Penalty: 493.670471
	Iteration 22Q: 3 clusters Score -9409.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9409.608398 Penalty: 493.670471
	Iteration 23F: 3 clusters Score -9409.608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -127275.335938 Penalty: 357.550568
	Iteration 0F: 2 clusters Score -127275.3 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 1287 members 
Entering Unmasked Estep 
Score: -125472.828125 Penalty: 715.101135
	Iteration 0F: 3 clusters Score -125472.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -126139.296875 Penalty: 715.101135
	Iteration 1F: 3 clusters Score -126139.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -126224.992188 Penalty: 715.101135
	Iteration 2F: 3 clusters Score -126225 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -126287.765625 Penalty: 715.101135
	Iteration 3F: 3 clusters Score -126287.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -126337.148438 Penalty: 715.101135
	Iteration 4Q: 3 clusters Score -126337.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -126393.187500 Penalty: 715.101135
	Iteration 5Q: 3 clusters Score -126393.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -126463.812500 Penalty: 715.101135
	Iteration 6Q: 3 clusters Score -126463.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -126535.320312 Penalty: 715.101135
	Iteration 7Q: 3 clusters Score -126535.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -126588.523438 Penalty: 715.101135
	Iteration 8Q: 3 clusters Score -126588.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -126640.257812 Penalty: 715.101135
	Iteration 9Q: 3 clusters Score -126640.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -126702.226562 Penalty: 715.101135
	Iteration 10Q: 3 clusters Score -126702.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -126771.640625 Penalty: 715.101135
	Iteration 11Q: 3 clusters Score -126771.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -126847.367188 Penalty: 715.101135
	Iteration 12Q: 3 clusters Score -126847.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -126886.914062 Penalty: 715.101135
	Iteration 13Q: 3 clusters Score -126886.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -126912.281250 Penalty: 715.101135
	Iteration 14Q: 3 clusters Score -126912.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -126938.382812 Penalty: 715.101135
	Iteration 15Q: 3 clusters Score -126938.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -126957.539062 Penalty: 715.101135
	Iteration 16Q: 3 clusters Score -126957.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -126980.085938 Penalty: 715.101135
	Iteration 17Q: 3 clusters Score -126980.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -126995.789062 Penalty: 715.101135
	Iteration 18Q: 3 clusters Score -126995.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -127008.523438 Penalty: 715.101135
	Iteration 19Q: 3 clusters Score -127008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -127019.875000 Penalty: 715.101135
	Iteration 20F: 3 clusters Score -127019.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -127028.421875 Penalty: 715.101135
	Iteration 21Q: 3 clusters Score -127028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -127036.914062 Penalty: 715.101135
	Iteration 22Q: 3 clusters Score -127036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -127047.937500 Penalty: 715.101135
	Iteration 23Q: 3 clusters Score -127047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -127054.476562 Penalty: 715.101135
	Iteration 24Q: 3 clusters Score -127054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -127059.242188 Penalty: 715.101135
	Iteration 25Q: 3 clusters Score -127059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -127063.335938 Penalty: 715.101135
	Iteration 26Q: 3 clusters Score -127063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -127067.992188 Penalty: 715.101135
	Iteration 27Q: 3 clusters Score -127068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -127072.984375 Penalty: 715.101135
	Iteration 28Q: 3 clusters Score -127073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -127078.210938 Penalty: 715.101135
	Iteration 29Q: 3 clusters Score -127078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -127083.367188 Penalty: 715.101135
	Iteration 30Q: 3 clusters Score -127083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -127088.984375 Penalty: 715.101135
	Iteration 31Q: 3 clusters Score -127089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -127092.609375 Penalty: 715.101135
	Iteration 32Q: 3 clusters Score -127092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -127094.210938 Penalty: 715.101135
	Iteration 33Q: 3 clusters Score -127094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -127101.000000 Penalty: 715.101135
	Iteration 34Q: 3 clusters Score -127101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -127104.531250 Penalty: 715.101135
	Iteration 35Q: 3 clusters Score -127104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -127107.867188 Penalty: 715.101135
	Iteration 36Q: 3 clusters Score -127107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -127108.976562 Penalty: 715.101135
	Iteration 37Q: 3 clusters Score -127109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -127109.429688 Penalty: 715.101135
	Iteration 38Q: 3 clusters Score -127109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -127110.914062 Penalty: 715.101135
	Iteration 39Q: 3 clusters Score -127110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -127111.421875 Penalty: 715.101135
	Iteration 40F: 3 clusters Score -127111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -127111.796875 Penalty: 715.101135
	Iteration 41Q: 3 clusters Score -127111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -127111.828125 Penalty: 715.101135
	Iteration 42Q: 3 clusters Score -127111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -127112.171875 Penalty: 715.101135
	Iteration 43Q: 3 clusters Score -127112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -127112.171875 Penalty: 715.101135
	Iteration 44F: 3 clusters Score -127112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -154643.484375 Penalty: 363.122192
	Iteration 0F: 2 clusters Score -154643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -152585.359375 Penalty: 726.244385
	Iteration 0F: 3 clusters Score -152585.4 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -153312.890625 Penalty: 726.244385
	Iteration 1F: 3 clusters Score -153312.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -153439.000000 Penalty: 726.244385
	Iteration 2F: 3 clusters Score -153439 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -153570.562500 Penalty: 726.244385
	Iteration 3F: 3 clusters Score -153570.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -153695.750000 Penalty: 726.244385
	Iteration 4F: 3 clusters Score -153695.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -153848.484375 Penalty: 726.244385
	Iteration 5F: 3 clusters Score -153848.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -153964.734375 Penalty: 726.244385
	Iteration 6F: 3 clusters Score -153964.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -154052.593750 Penalty: 726.244385
	Iteration 7Q: 3 clusters Score -154052.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154114.906250 Penalty: 726.244385
	Iteration 8Q: 3 clusters Score -154114.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154163.765625 Penalty: 726.244385
	Iteration 9Q: 3 clusters Score -154163.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -154200.187500 Penalty: 726.244385
	Iteration 10Q: 3 clusters Score -154200.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154228.093750 Penalty: 726.244385
	Iteration 11Q: 3 clusters Score -154228.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -154255.718750 Penalty: 726.244385
	Iteration 12Q: 3 clusters Score -154255.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -154268.562500 Penalty: 726.244385
	Iteration 13Q: 3 clusters Score -154268.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -154275.343750 Penalty: 726.244385
	Iteration 14Q: 3 clusters Score -154275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -154281.500000 Penalty: 726.244385
	Iteration 15Q: 3 clusters Score -154281.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -154288.250000 Penalty: 726.244385
	Iteration 16Q: 3 clusters Score -154288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -154295.171875 Penalty: 726.244385
	Iteration 17Q: 3 clusters Score -154295.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -154300.000000 Penalty: 726.244385
	Iteration 18Q: 3 clusters Score -154300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154303.500000 Penalty: 726.244385
	Iteration 19Q: 3 clusters Score -154303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -154307.062500 Penalty: 726.244385
	Iteration 20F: 3 clusters Score -154307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -154309.203125 Penalty: 726.244385
	Iteration 21Q: 3 clusters Score -154309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -154312.031250 Penalty: 726.244385
	Iteration 22Q: 3 clusters Score -154312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154314.093750 Penalty: 726.244385
	Iteration 23Q: 3 clusters Score -154314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154315.625000 Penalty: 726.244385
	Iteration 24Q: 3 clusters Score -154315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -154316.796875 Penalty: 726.244385
	Iteration 25Q: 3 clusters Score -154316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154317.953125 Penalty: 726.244385
	Iteration 26Q: 3 clusters Score -154318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -154321.281250 Penalty: 726.244385
	Iteration 27Q: 3 clusters Score -154321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154324.687500 Penalty: 726.244385
	Iteration 28Q: 3 clusters Score -154324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154326.515625 Penalty: 726.244385
	Iteration 29Q: 3 clusters Score -154326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -154328.390625 Penalty: 726.244385
	Iteration 30Q: 3 clusters Score -154328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154329.078125 Penalty: 726.244385
	Iteration 31Q: 3 clusters Score -154329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154329.265625 Penalty: 726.244385
	Iteration 32Q: 3 clusters Score -154329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154329.453125 Penalty: 726.244385
	Iteration 33Q: 3 clusters Score -154329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -154329.562500 Penalty: 726.244385
	Iteration 34Q: 3 clusters Score -154329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154329.796875 Penalty: 726.244385
	Iteration 35Q: 3 clusters Score -154329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154330.125000 Penalty: 726.244385
	Iteration 36Q: 3 clusters Score -154330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -154330.453125 Penalty: 726.244385
	Iteration 37Q: 3 clusters Score -154330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154330.703125 Penalty: 726.244385
	Iteration 38Q: 3 clusters Score -154330.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -154330.703125 Penalty: 726.244385
	Iteration 39F: 3 clusters Score -154330.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -138258.078125 Penalty: 366.926636
	Iteration 0F: 2 clusters Score -138258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -136142.796875 Penalty: 733.853271
	Iteration 0F: 3 clusters Score -136142.8 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -136862.843750 Penalty: 733.853271
	Iteration 1F: 3 clusters Score -136862.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -136965.046875 Penalty: 733.853271
	Iteration 2F: 3 clusters Score -136965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -137041.125000 Penalty: 733.853271
	Iteration 3Q: 3 clusters Score -137041.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -137107.500000 Penalty: 733.853271
	Iteration 4Q: 3 clusters Score -137107.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -137178.625000 Penalty: 733.853271
	Iteration 5Q: 3 clusters Score -137178.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -137266.093750 Penalty: 733.853271
	Iteration 6Q: 3 clusters Score -137266.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -137349.406250 Penalty: 733.853271
	Iteration 7Q: 3 clusters Score -137349.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -137419.937500 Penalty: 733.853271
	Iteration 8Q: 3 clusters Score -137419.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137499.171875 Penalty: 733.853271
	Iteration 9Q: 3 clusters Score -137499.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137549.171875 Penalty: 733.853271
	Iteration 10Q: 3 clusters Score -137549.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137591.859375 Penalty: 733.853271
	Iteration 11Q: 3 clusters Score -137591.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137638.078125 Penalty: 733.853271
	Iteration 12Q: 3 clusters Score -137638.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137709.593750 Penalty: 733.853271
	Iteration 13Q: 3 clusters Score -137709.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137784.375000 Penalty: 733.853271
	Iteration 14Q: 3 clusters Score -137784.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137853.265625 Penalty: 733.853271
	Iteration 15Q: 3 clusters Score -137853.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137900.937500 Penalty: 733.853271
	Iteration 16Q: 3 clusters Score -137900.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137933.921875 Penalty: 733.853271
	Iteration 17Q: 3 clusters Score -137933.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137961.718750 Penalty: 733.853271
	Iteration 18Q: 3 clusters Score -137961.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137985.828125 Penalty: 733.853271
	Iteration 19Q: 3 clusters Score -137985.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138016.812500 Penalty: 733.853271
	Iteration 20F: 3 clusters Score -138016.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138059.531250 Penalty: 733.853271
	Iteration 21Q: 3 clusters Score -138059.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138100.109375 Penalty: 733.853271
	Iteration 22Q: 3 clusters Score -138100.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138146.515625 Penalty: 733.853271
	Iteration 23Q: 3 clusters Score -138146.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138178.734375 Penalty: 733.853271
	Iteration 24Q: 3 clusters Score -138178.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138194.140625 Penalty: 733.853271
	Iteration 25Q: 3 clusters Score -138194.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138204.203125 Penalty: 733.853271
	Iteration 26Q: 3 clusters Score -138204.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138211.109375 Penalty: 733.853271
	Iteration 27Q: 3 clusters Score -138211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138214.328125 Penalty: 733.853271
	Iteration 28Q: 3 clusters Score -138214.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138215.906250 Penalty: 733.853271
	Iteration 29Q: 3 clusters Score -138215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138217.484375 Penalty: 733.853271
	Iteration 30Q: 3 clusters Score -138217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138219.437500 Penalty: 733.853271
	Iteration 31Q: 3 clusters Score -138219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138221.437500 Penalty: 733.853271
	Iteration 32Q: 3 clusters Score -138221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138224.921875 Penalty: 733.853271
	Iteration 33Q: 3 clusters Score -138224.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138229.000000 Penalty: 733.853271
	Iteration 34Q: 3 clusters Score -138229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138231.390625 Penalty: 733.853271
	Iteration 35Q: 3 clusters Score -138231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138235.687500 Penalty: 733.853271
	Iteration 36Q: 3 clusters Score -138235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138236.687500 Penalty: 733.853271
	Iteration 37Q: 3 clusters Score -138236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138236.687500 Penalty: 733.853271
	Iteration 38Q: 3 clusters Score -138236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138236.562500 Penalty: 733.853271
	Iteration 39Q: 3 clusters Score -138236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138236.562500 Penalty: 733.853271
	Iteration 40F: 3 clusters Score -138236.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -40399.132812 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -40399.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39678.195312 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -39678.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39879.519531 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -39879.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -39910.121094 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -39910.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -39930.339844 Penalty: 615.828247
	Iteration 3Q: 3 clusters Score -39930.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39944.246094 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -39944.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39957.652344 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -39957.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39971.160156 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -39971.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39987.972656 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -39987.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40050.972656 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -40050.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40125.660156 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -40125.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40161.925781 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -40161.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40184.246094 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -40184.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40196.921875 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -40196.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40204.250000 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -40204.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -40211.625000 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -40211.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40216.675781 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -40216.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -40224.835938 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -40224.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -40233.710938 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -40233.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -40235.847656 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -40235.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -40242.785156 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -40242.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -40255.890625 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -40255.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -40266.035156 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -40266.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -40275.925781 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -40275.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -40286.964844 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -40286.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -40298.269531 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -40298.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -40309.632812 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -40309.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -40320.296875 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -40320.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -40330.265625 Penalty: 615.828247
	Iteration 27Q: 3 clusters Score -40330.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -40341.968750 Penalty: 615.828247
	Iteration 28Q: 3 clusters Score -40341.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -40352.566406 Penalty: 615.828247
	Iteration 29Q: 3 clusters Score -40352.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -40374.562500 Penalty: 615.828247
	Iteration 30Q: 3 clusters Score -40374.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -40392.398438 Penalty: 615.828247
	Iteration 31Q: 3 clusters Score -40392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -40398.488281 Penalty: 615.828247
	Iteration 32Q: 3 clusters Score -40398.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -40399.300781 Penalty: 615.828247
	Iteration 33Q: 3 clusters Score -40399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -40399.300781 Penalty: 615.828247
	Iteration 34F: 3 clusters Score -40399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 3179 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82949 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20348 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3735 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65730 members 
Mstep: Class 23 contains 307491 members 
Mstep: Class 24 contains 698 members 
Entering Unmasked Estep 
Score: -25299622.000000 Penalty: 14394.557617
Splitting cluster 5 changes total score from -25299934.000000 to -25299622.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -258355.078125 Penalty: 392.468842
	Iteration 0F: 2 clusters Score -258355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -254544.359375 Penalty: 784.937683
	Iteration 0F: 3 clusters Score -254544.4 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -255978.187500 Penalty: 784.937683
	Iteration 1F: 3 clusters Score -255978.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -256146.375000 Penalty: 784.937683
	Iteration 2F: 3 clusters Score -256146.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -256386.734375 Penalty: 784.937683
	Iteration 3F: 3 clusters Score -256386.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -256727.828125 Penalty: 784.937683
	Iteration 4F: 3 clusters Score -256727.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -257206.531250 Penalty: 784.937683
	Iteration 5F: 3 clusters Score -257206.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -257597.671875 Penalty: 784.937683
	Iteration 6F: 3 clusters Score -257597.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -257816.718750 Penalty: 784.937683
	Iteration 7Q: 3 clusters Score -257816.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -257924.921875 Penalty: 784.937683
	Iteration 8Q: 3 clusters Score -257924.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -257983.578125 Penalty: 784.937683
	Iteration 9Q: 3 clusters Score -257983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -258002.500000 Penalty: 784.937683
	Iteration 10Q: 3 clusters Score -258002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -258015.718750 Penalty: 784.937683
	Iteration 11Q: 3 clusters Score -258015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -258027.640625 Penalty: 784.937683
	Iteration 12Q: 3 clusters Score -258027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -258031.625000 Penalty: 784.937683
	Iteration 13Q: 3 clusters Score -258031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -258031.625000 Penalty: 784.937683
	Iteration 14F: 3 clusters Score -258031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -552964.812500 Penalty: 426.042694
	Iteration 0F: 2 clusters Score -552964.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -545206.375000 Penalty: 852.085388
	Iteration 0F: 3 clusters Score -545206.4 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -548597.625000 Penalty: 852.085388
	Iteration 1F: 3 clusters Score -548597.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -549232.812500 Penalty: 852.085388
	Iteration 2F: 3 clusters Score -549232.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -550029.000000 Penalty: 852.085388
	Iteration 3F: 3 clusters Score -550029 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -550689.250000 Penalty: 852.085388
	Iteration 4F: 3 clusters Score -550689.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -551053.250000 Penalty: 852.085388
	Iteration 5Q: 3 clusters Score -551053.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -551226.187500 Penalty: 852.085388
	Iteration 6Q: 3 clusters Score -551226.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -551310.687500 Penalty: 852.085388
	Iteration 7Q: 3 clusters Score -551310.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -551384.437500 Penalty: 852.085388
	Iteration 8Q: 3 clusters Score -551384.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -551471.750000 Penalty: 852.085388
	Iteration 9Q: 3 clusters Score -551471.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -551559.562500 Penalty: 852.085388
	Iteration 10Q: 3 clusters Score -551559.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -551658.375000 Penalty: 852.085388
	Iteration 11Q: 3 clusters Score -551658.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -551770.375000 Penalty: 852.085388
	Iteration 12Q: 3 clusters Score -551770.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -551907.000000 Penalty: 852.085388
	Iteration 13Q: 3 clusters Score -551907 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -552094.500000 Penalty: 852.085388
	Iteration 14Q: 3 clusters Score -552094.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -552282.562500 Penalty: 852.085388
	Iteration 15Q: 3 clusters Score -552282.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -552424.875000 Penalty: 852.085388
	Iteration 16Q: 3 clusters Score -552424.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -552534.562500 Penalty: 852.085388
	Iteration 17Q: 3 clusters Score -552534.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -552614.750000 Penalty: 852.085388
	Iteration 18Q: 3 clusters Score -552614.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -552660.312500 Penalty: 852.085388
	Iteration 19Q: 3 clusters Score -552660.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -552684.937500 Penalty: 852.085388
	Iteration 20F: 3 clusters Score -552684.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -552703.187500 Penalty: 852.085388
	Iteration 21Q: 3 clusters Score -552703.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -552716.125000 Penalty: 852.085388
	Iteration 22Q: 3 clusters Score -552716.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -552728.000000 Penalty: 852.085388
	Iteration 23Q: 3 clusters Score -552728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -552740.687500 Penalty: 852.085388
	Iteration 24Q: 3 clusters Score -552740.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -552746.125000 Penalty: 852.085388
	Iteration 25Q: 3 clusters Score -552746.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -552753.937500 Penalty: 852.085388
	Iteration 26Q: 3 clusters Score -552753.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -552760.312500 Penalty: 852.085388
	Iteration 27Q: 3 clusters Score -552760.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -552768.375000 Penalty: 852.085388
	Iteration 28Q: 3 clusters Score -552768.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -552772.062500 Penalty: 852.085388
	Iteration 29Q: 3 clusters Score -552772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -552772.125000 Penalty: 852.085388
	Iteration 30Q: 3 clusters Score -552772.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -552774.312500 Penalty: 852.085388
	Iteration 31Q: 3 clusters Score -552774.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -552778.312500 Penalty: 852.085388
	Iteration 32Q: 3 clusters Score -552778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -552780.250000 Penalty: 852.085388
	Iteration 33Q: 3 clusters Score -552780.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -552781.937500 Penalty: 852.085388
	Iteration 34Q: 3 clusters Score -552781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -552782.750000 Penalty: 852.085388
	Iteration 35Q: 3 clusters Score -552782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -552783.062500 Penalty: 852.085388
	Iteration 36Q: 3 clusters Score -552783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -552784.187500 Penalty: 852.085388
	Iteration 37Q: 3 clusters Score -552784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -552784.625000 Penalty: 852.085388
	Iteration 38Q: 3 clusters Score -552784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -552784.625000 Penalty: 852.085388
	Iteration 39F: 3 clusters Score -552784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -17697.789062 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -17697.79 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 197 members 
Entering Unmasked Estep 
Score: -17287.093750 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -17287.09 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17383.712891 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -17383.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17403.486328 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -17403.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17418.488281 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -17418.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17435.119141 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -17435.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17443.263672 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -17443.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17457.568359 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -17457.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17476.175781 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -17476.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17484.007812 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -17484.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17487.638672 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -17487.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17503.000000 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -17503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17509.523438 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -17509.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17511.136719 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -17511.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17513.628906 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -17513.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17519.216797 Penalty: 540.555603
	Iteration 14Q: 3 clusters Score -17519.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17525.119141 Penalty: 540.555603
	Iteration 15Q: 3 clusters Score -17525.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17532.375000 Penalty: 540.555603
	Iteration 16Q: 3 clusters Score -17532.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17536.804688 Penalty: 540.555603
	Iteration 17Q: 3 clusters Score -17536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17537.083984 Penalty: 540.555603
	Iteration 18Q: 3 clusters Score -17537.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17537.083984 Penalty: 540.555603
	Iteration 19F: 3 clusters Score -17537.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Entering Unmasked Estep 
Score: -4202742.500000 Penalty: 515.332153
	Iteration 0F: 2 clusters Score -4202742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4146855.250000 Penalty: 1030.664307
	Iteration 0F: 3 clusters Score -4146855 nChanged 40347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -4172488.500000 Penalty: 1030.664307
	Iteration 1F: 3 clusters Score -4172488 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4174495.000000 Penalty: 1030.664307
	Iteration 2Q: 3 clusters Score -4174495 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4177387.500000 Penalty: 1030.664307
	Iteration 3F: 3 clusters Score -4177388 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4181171.750000 Penalty: 1030.664307
	Iteration 4F: 3 clusters Score -4181172 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4184930.500000 Penalty: 1030.664307
	Iteration 5F: 3 clusters Score -4184930 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4187765.750000 Penalty: 1030.664307
	Iteration 6F: 3 clusters Score -4187766 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4189359.750000 Penalty: 1030.664307
	Iteration 7Q: 3 clusters Score -4189360 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4190347.500000 Penalty: 1030.664307
	Iteration 8Q: 3 clusters Score -4190348 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4191108.000000 Penalty: 1030.664307
	Iteration 9Q: 3 clusters Score -4191108 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -4191891.250000 Penalty: 1030.664307
	Iteration 10Q: 3 clusters Score -4191891 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4192652.500000 Penalty: 1030.664307
	Iteration 11Q: 3 clusters Score -4192652 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4193563.750000 Penalty: 1030.664307
	Iteration 12Q: 3 clusters Score -4193564 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4194494.000000 Penalty: 1030.664307
	Iteration 13Q: 3 clusters Score -4194494 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4195510.500000 Penalty: 1030.664307
	Iteration 14Q: 3 clusters Score -4195510 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4196536.500000 Penalty: 1030.664307
	Iteration 15Q: 3 clusters Score -4196536 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4197471.000000 Penalty: 1030.664307
	Iteration 16Q: 3 clusters Score -4197471 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4198284.500000 Penalty: 1030.664307
	Iteration 17Q: 3 clusters Score -4198284 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4198964.000000 Penalty: 1030.664307
	Iteration 18Q: 3 clusters Score -4198964 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4199537.500000 Penalty: 1030.664307
	Iteration 19Q: 3 clusters Score -4199538 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4200046.000000 Penalty: 1030.664307
	Iteration 20F: 3 clusters Score -4200046 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4200435.000000 Penalty: 1030.664307
	Iteration 21Q: 3 clusters Score -4200435 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4200734.500000 Penalty: 1030.664307
	Iteration 22Q: 3 clusters Score -4200734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4200983.000000 Penalty: 1030.664307
	Iteration 23Q: 3 clusters Score -4200983 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4201200.500000 Penalty: 1030.664307
	Iteration 24Q: 3 clusters Score -4201200 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4201378.500000 Penalty: 1030.664307
	Iteration 25Q: 3 clusters Score -4201378 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4201528.500000 Penalty: 1030.664307
	Iteration 26Q: 3 clusters Score -4201528 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4201659.000000 Penalty: 1030.664307
	Iteration 27Q: 3 clusters Score -4201659 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4201773.000000 Penalty: 1030.664307
	Iteration 28Q: 3 clusters Score -4201773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4201869.000000 Penalty: 1030.664307
	Iteration 29Q: 3 clusters Score -4201869 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4201953.500000 Penalty: 1030.664307
	Iteration 30Q: 3 clusters Score -4201954 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4202043.500000 Penalty: 1030.664307
	Iteration 31Q: 3 clusters Score -4202044 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4202113.500000 Penalty: 1030.664307
	Iteration 32Q: 3 clusters Score -4202114 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4202167.000000 Penalty: 1030.664307
	Iteration 33Q: 3 clusters Score -4202167 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4202232.000000 Penalty: 1030.664307
	Iteration 34Q: 3 clusters Score -4202232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4202271.500000 Penalty: 1030.664307
	Iteration 35Q: 3 clusters Score -4202272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4202303.000000 Penalty: 1030.664307
	Iteration 36Q: 3 clusters Score -4202303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4202354.000000 Penalty: 1030.664307
	Iteration 37Q: 3 clusters Score -4202354 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4202380.000000 Penalty: 1030.664307
	Iteration 38Q: 3 clusters Score -4202380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4202401.500000 Penalty: 1030.664307
	Iteration 39Q: 3 clusters Score -4202402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81299 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4202415.000000 Penalty: 1030.664307
	Iteration 40F: 3 clusters Score -4202415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4202436.000000 Penalty: 1030.664307
	Iteration 41Q: 3 clusters Score -4202436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4202433.000000 Penalty: 1030.664307
	Iteration 42Q: 3 clusters Score -4202433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81448 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4202435.500000 Penalty: 1030.664307
	Iteration 43Q: 3 clusters Score -4202436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4202436.500000 Penalty: 1030.664307
	Iteration 44Q: 3 clusters Score -4202436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4202447.000000 Penalty: 1030.664307
	Iteration 45Q: 3 clusters Score -4202447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4202449.500000 Penalty: 1030.664307
	Iteration 46Q: 3 clusters Score -4202450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4202454.000000 Penalty: 1030.664307
	Iteration 47Q: 3 clusters Score -4202454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4202461.000000 Penalty: 1030.664307
	Iteration 48Q: 3 clusters Score -4202461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4202467.000000 Penalty: 1030.664307
	Iteration 49Q: 3 clusters Score -4202467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4202467.000000 Penalty: 1030.664307
	Iteration 50Q: 3 clusters Score -4202467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4202468.500000 Penalty: 1030.664307
	Iteration 51Q: 3 clusters Score -4202468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4202477.500000 Penalty: 1030.664307
	Iteration 52Q: 3 clusters Score -4202478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4202483.000000 Penalty: 1030.664307
	Iteration 53Q: 3 clusters Score -4202483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4202486.500000 Penalty: 1030.664307
	Iteration 54Q: 3 clusters Score -4202486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4202486.000000 Penalty: 1030.664307
	Iteration 55Q: 3 clusters Score -4202486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4202488.000000 Penalty: 1030.664307
	Iteration 56Q: 3 clusters Score -4202488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4202493.000000 Penalty: 1030.664307
	Iteration 57Q: 3 clusters Score -4202493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4202489.500000 Penalty: 1030.664307
	Iteration 58Q: 3 clusters Score -4202490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4202489.500000 Penalty: 1030.664307
	Iteration 59Q: 3 clusters Score -4202490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4202485.500000 Penalty: 1030.664307
	Iteration 60F: 3 clusters Score -4202486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4202484.500000 Penalty: 1030.664307
	Iteration 61Q: 3 clusters Score -4202484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4202486.500000 Penalty: 1030.664307
	Iteration 62Q: 3 clusters Score -4202486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4202489.000000 Penalty: 1030.664307
	Iteration 63Q: 3 clusters Score -4202489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4202488.000000 Penalty: 1030.664307
	Iteration 64Q: 3 clusters Score -4202488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4202488.000000 Penalty: 1030.664307
	Iteration 65F: 3 clusters Score -4202488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -194747.937500 Penalty: 373.671844
	Iteration 0F: 2 clusters Score -194747.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -192205.109375 Penalty: 747.343689
	Iteration 0F: 3 clusters Score -192205.1 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -193142.375000 Penalty: 747.343689
	Iteration 1F: 3 clusters Score -193142.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -193257.328125 Penalty: 747.343689
	Iteration 2F: 3 clusters Score -193257.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -193366.265625 Penalty: 747.343689
	Iteration 3F: 3 clusters Score -193366.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -193488.843750 Penalty: 747.343689
	Iteration 4Q: 3 clusters Score -193488.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -193627.140625 Penalty: 747.343689
	Iteration 5F: 3 clusters Score -193627.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -193773.875000 Penalty: 747.343689
	Iteration 6F: 3 clusters Score -193773.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -193882.312500 Penalty: 747.343689
	Iteration 7Q: 3 clusters Score -193882.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -193953.906250 Penalty: 747.343689
	Iteration 8Q: 3 clusters Score -193953.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -193999.078125 Penalty: 747.343689
	Iteration 9Q: 3 clusters Score -193999.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -194019.843750 Penalty: 747.343689
	Iteration 10Q: 3 clusters Score -194019.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -194040.734375 Penalty: 747.343689
	Iteration 11Q: 3 clusters Score -194040.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -194059.296875 Penalty: 747.343689
	Iteration 12Q: 3 clusters Score -194059.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194076.421875 Penalty: 747.343689
	Iteration 13Q: 3 clusters Score -194076.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -194094.250000 Penalty: 747.343689
	Iteration 14Q: 3 clusters Score -194094.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -194114.265625 Penalty: 747.343689
	Iteration 15Q: 3 clusters Score -194114.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194133.343750 Penalty: 747.343689
	Iteration 16Q: 3 clusters Score -194133.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -194148.906250 Penalty: 747.343689
	Iteration 17Q: 3 clusters Score -194148.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194163.296875 Penalty: 747.343689
	Iteration 18Q: 3 clusters Score -194163.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194180.203125 Penalty: 747.343689
	Iteration 19Q: 3 clusters Score -194180.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -194198.765625 Penalty: 747.343689
	Iteration 20F: 3 clusters Score -194198.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -194209.250000 Penalty: 747.343689
	Iteration 21Q: 3 clusters Score -194209.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -194216.859375 Penalty: 747.343689
	Iteration 22Q: 3 clusters Score -194216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -194226.640625 Penalty: 747.343689
	Iteration 23Q: 3 clusters Score -194226.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -194236.562500 Penalty: 747.343689
	Iteration 24Q: 3 clusters Score -194236.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -194246.687500 Penalty: 747.343689
	Iteration 25Q: 3 clusters Score -194246.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -194259.968750 Penalty: 747.343689
	Iteration 26Q: 3 clusters Score -194260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -194280.765625 Penalty: 747.343689
	Iteration 27Q: 3 clusters Score -194280.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -194294.828125 Penalty: 747.343689
	Iteration 28Q: 3 clusters Score -194294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -194302.859375 Penalty: 747.343689
	Iteration 29Q: 3 clusters Score -194302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -194312.656250 Penalty: 747.343689
	Iteration 30Q: 3 clusters Score -194312.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -194325.953125 Penalty: 747.343689
	Iteration 31Q: 3 clusters Score -194326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -194332.046875 Penalty: 747.343689
	Iteration 32Q: 3 clusters Score -194332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -194338.687500 Penalty: 747.343689
	Iteration 33Q: 3 clusters Score -194338.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -194345.296875 Penalty: 747.343689
	Iteration 34Q: 3 clusters Score -194345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -194353.765625 Penalty: 747.343689
	Iteration 35Q: 3 clusters Score -194353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -194366.859375 Penalty: 747.343689
	Iteration 36Q: 3 clusters Score -194366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -194377.718750 Penalty: 747.343689
	Iteration 37Q: 3 clusters Score -194377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -194387.390625 Penalty: 747.343689
	Iteration 38Q: 3 clusters Score -194387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -194392.406250 Penalty: 747.343689
	Iteration 39Q: 3 clusters Score -194392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -194400.156250 Penalty: 747.343689
	Iteration 40F: 3 clusters Score -194400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -194404.093750 Penalty: 747.343689
	Iteration 41Q: 3 clusters Score -194404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -194406.453125 Penalty: 747.343689
	Iteration 42Q: 3 clusters Score -194406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -194408.781250 Penalty: 747.343689
	Iteration 43Q: 3 clusters Score -194408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -194411.578125 Penalty: 747.343689
	Iteration 44Q: 3 clusters Score -194411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -194413.734375 Penalty: 747.343689
	Iteration 45Q: 3 clusters Score -194413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -194414.984375 Penalty: 747.343689
	Iteration 46Q: 3 clusters Score -194415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -194417.906250 Penalty: 747.343689
	Iteration 47Q: 3 clusters Score -194417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -194421.468750 Penalty: 747.343689
	Iteration 48Q: 3 clusters Score -194421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -194425.171875 Penalty: 747.343689
	Iteration 49Q: 3 clusters Score -194425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -194430.281250 Penalty: 747.343689
	Iteration 50Q: 3 clusters Score -194430.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -194433.859375 Penalty: 747.343689
	Iteration 51Q: 3 clusters Score -194433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -194436.500000 Penalty: 747.343689
	Iteration 52Q: 3 clusters Score -194436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -194438.531250 Penalty: 747.343689
	Iteration 53Q: 3 clusters Score -194438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -194440.187500 Penalty: 747.343689
	Iteration 54Q: 3 clusters Score -194440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -194442.234375 Penalty: 747.343689
	Iteration 55Q: 3 clusters Score -194442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -194444.484375 Penalty: 747.343689
	Iteration 56Q: 3 clusters Score -194444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -194444.484375 Penalty: 747.343689
	Iteration 57F: 3 clusters Score -194444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -25873.222656 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -25873.22 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 272 members 
Entering Unmasked Estep 
Score: -25351.351562 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -25351.35 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25511.167969 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -25511.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25567.812500 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -25567.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25591.265625 Penalty: 574.532898
	Iteration 3F: 3 clusters Score -25591.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25609.425781 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -25609.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25619.169922 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -25619.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25628.111328 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -25628.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25636.251953 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -25636.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25642.783203 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -25642.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25648.201172 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -25648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25653.181641 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -25653.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25656.974609 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -25656.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25662.419922 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -25662.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25665.382812 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -25665.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25665.755859 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -25665.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25665.755859 Penalty: 574.532898
	Iteration 15F: 3 clusters Score -25665.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -10461.513672 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -10461.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10152.978516 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10152.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10220.151367 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10220.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10235.086914 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10235.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10245.142578 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -10245.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10252.293945 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -10252.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10258.912109 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -10258.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10262.574219 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -10262.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10264.465820 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -10264.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10264.866211 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -10264.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10264.866211 Penalty: 497.208710
	Iteration 9F: 3 clusters Score -10264.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Entering Unmasked Estep 
Score: -985230.500000 Penalty: 451.393585
	Iteration 0F: 2 clusters Score -985230.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -971701.625000 Penalty: 902.787170
	Iteration 0F: 3 clusters Score -971701.6 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -977533.375000 Penalty: 902.787170
	Iteration 1F: 3 clusters Score -977533.4 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -978032.875000 Penalty: 902.787170
	Iteration 2Q: 3 clusters Score -978032.9 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -978846.187500 Penalty: 902.787170
	Iteration 3F: 3 clusters Score -978846.2 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -980016.500000 Penalty: 902.787170
	Iteration 4F: 3 clusters Score -980016.5 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -981207.375000 Penalty: 902.787170
	Iteration 5F: 3 clusters Score -981207.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -982071.562500 Penalty: 902.787170
	Iteration 6F: 3 clusters Score -982071.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -982538.937500 Penalty: 902.787170
	Iteration 7Q: 3 clusters Score -982538.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -982902.375000 Penalty: 902.787170
	Iteration 8Q: 3 clusters Score -982902.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -983198.687500 Penalty: 902.787170
	Iteration 9Q: 3 clusters Score -983198.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -983473.625000 Penalty: 902.787170
	Iteration 10Q: 3 clusters Score -983473.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -983782.562500 Penalty: 902.787170
	Iteration 11Q: 3 clusters Score -983782.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -984034.250000 Penalty: 902.787170
	Iteration 12Q: 3 clusters Score -984034.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -984236.062500 Penalty: 902.787170
	Iteration 13Q: 3 clusters Score -984236.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -984385.375000 Penalty: 902.787170
	Iteration 14Q: 3 clusters Score -984385.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -984491.000000 Penalty: 902.787170
	Iteration 15Q: 3 clusters Score -984491 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -984564.250000 Penalty: 902.787170
	Iteration 16Q: 3 clusters Score -984564.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -984612.000000 Penalty: 902.787170
	Iteration 17Q: 3 clusters Score -984612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -984651.937500 Penalty: 902.787170
	Iteration 18Q: 3 clusters Score -984651.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -984688.562500 Penalty: 902.787170
	Iteration 19Q: 3 clusters Score -984688.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -984718.562500 Penalty: 902.787170
	Iteration 20F: 3 clusters Score -984718.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -984741.562500 Penalty: 902.787170
	Iteration 21Q: 3 clusters Score -984741.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -984757.687500 Penalty: 902.787170
	Iteration 22Q: 3 clusters Score -984757.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -984771.875000 Penalty: 902.787170
	Iteration 23Q: 3 clusters Score -984771.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -984781.187500 Penalty: 902.787170
	Iteration 24Q: 3 clusters Score -984781.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -984785.875000 Penalty: 902.787170
	Iteration 25Q: 3 clusters Score -984785.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -984791.375000 Penalty: 902.787170
	Iteration 26Q: 3 clusters Score -984791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -984795.250000 Penalty: 902.787170
	Iteration 27Q: 3 clusters Score -984795.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -984797.812500 Penalty: 902.787170
	Iteration 28Q: 3 clusters Score -984797.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -984801.250000 Penalty: 902.787170
	Iteration 29Q: 3 clusters Score -984801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -984803.250000 Penalty: 902.787170
	Iteration 30Q: 3 clusters Score -984803.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -984805.000000 Penalty: 902.787170
	Iteration 31Q: 3 clusters Score -984805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -984805.812500 Penalty: 902.787170
	Iteration 32Q: 3 clusters Score -984805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -984807.437500 Penalty: 902.787170
	Iteration 33Q: 3 clusters Score -984807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -984807.875000 Penalty: 902.787170
	Iteration 34Q: 3 clusters Score -984807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -984808.437500 Penalty: 902.787170
	Iteration 35Q: 3 clusters Score -984808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -984808.750000 Penalty: 902.787170
	Iteration 36Q: 3 clusters Score -984808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -984808.250000 Penalty: 902.787170
	Iteration 37Q: 3 clusters Score -984808.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -984809.437500 Penalty: 902.787170
	Iteration 38Q: 3 clusters Score -984809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -984810.750000 Penalty: 902.787170
	Iteration 39Q: 3 clusters Score -984810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -984810.812500 Penalty: 902.787170
	Iteration 40F: 3 clusters Score -984810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -984812.187500 Penalty: 902.787170
	Iteration 41Q: 3 clusters Score -984812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -984812.562500 Penalty: 902.787170
	Iteration 42Q: 3 clusters Score -984812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -984813.562500 Penalty: 902.787170
	Iteration 43Q: 3 clusters Score -984813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -984813.562500 Penalty: 902.787170
	Iteration 44F: 3 clusters Score -984813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -170141.593750 Penalty: 365.796356
	Iteration 0F: 2 clusters Score -170141.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -167986.234375 Penalty: 731.592712
	Iteration 0F: 3 clusters Score -167986.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -168672.500000 Penalty: 731.592712
	Iteration 1F: 3 clusters Score -168672.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -168742.140625 Penalty: 731.592712
	Iteration 2F: 3 clusters Score -168742.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -168799.734375 Penalty: 731.592712
	Iteration 3Q: 3 clusters Score -168799.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -168860.343750 Penalty: 731.592712
	Iteration 4Q: 3 clusters Score -168860.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -168940.234375 Penalty: 731.592712
	Iteration 5Q: 3 clusters Score -168940.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -169037.734375 Penalty: 731.592712
	Iteration 6F: 3 clusters Score -169037.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -169148.328125 Penalty: 731.592712
	Iteration 7F: 3 clusters Score -169148.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -169276.421875 Penalty: 731.592712
	Iteration 8F: 3 clusters Score -169276.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -169392.906250 Penalty: 731.592712
	Iteration 9Q: 3 clusters Score -169392.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -169474.687500 Penalty: 731.592712
	Iteration 10Q: 3 clusters Score -169474.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -169521.468750 Penalty: 731.592712
	Iteration 11Q: 3 clusters Score -169521.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -169550.875000 Penalty: 731.592712
	Iteration 12Q: 3 clusters Score -169550.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -169572.937500 Penalty: 731.592712
	Iteration 13Q: 3 clusters Score -169572.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -169593.078125 Penalty: 731.592712
	Iteration 14Q: 3 clusters Score -169593.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -169613.453125 Penalty: 731.592712
	Iteration 15Q: 3 clusters Score -169613.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -169637.546875 Penalty: 731.592712
	Iteration 16Q: 3 clusters Score -169637.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -169653.468750 Penalty: 731.592712
	Iteration 17Q: 3 clusters Score -169653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -169671.703125 Penalty: 731.592712
	Iteration 18Q: 3 clusters Score -169671.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -169689.359375 Penalty: 731.592712
	Iteration 19Q: 3 clusters Score -169689.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -169705.765625 Penalty: 731.592712
	Iteration 20F: 3 clusters Score -169705.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -169717.453125 Penalty: 731.592712
	Iteration 21Q: 3 clusters Score -169717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -169730.156250 Penalty: 731.592712
	Iteration 22Q: 3 clusters Score -169730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -169740.609375 Penalty: 731.592712
	Iteration 23Q: 3 clusters Score -169740.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -169753.062500 Penalty: 731.592712
	Iteration 24Q: 3 clusters Score -169753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -169766.109375 Penalty: 731.592712
	Iteration 25Q: 3 clusters Score -169766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -169770.703125 Penalty: 731.592712
	Iteration 26Q: 3 clusters Score -169770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -169776.281250 Penalty: 731.592712
	Iteration 27Q: 3 clusters Score -169776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -169779.734375 Penalty: 731.592712
	Iteration 28Q: 3 clusters Score -169779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -169784.218750 Penalty: 731.592712
	Iteration 29Q: 3 clusters Score -169784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -169788.609375 Penalty: 731.592712
	Iteration 30Q: 3 clusters Score -169788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -169794.906250 Penalty: 731.592712
	Iteration 31Q: 3 clusters Score -169794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -169798.828125 Penalty: 731.592712
	Iteration 32Q: 3 clusters Score -169798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -169801.609375 Penalty: 731.592712
	Iteration 33Q: 3 clusters Score -169801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -169804.828125 Penalty: 731.592712
	Iteration 34Q: 3 clusters Score -169804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -169804.859375 Penalty: 731.592712
	Iteration 35Q: 3 clusters Score -169804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -169805.812500 Penalty: 731.592712
	Iteration 36Q: 3 clusters Score -169805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -169805.812500 Penalty: 731.592712
	Iteration 37F: 3 clusters Score -169805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19322.267578 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19322.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18868.970703 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18868.97 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18978.771484 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18978.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19020.417969 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19020.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19046.703125 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -19046.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19076.074219 Penalty: 548.792358
	Iteration 4F: 3 clusters Score -19076.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19099.240234 Penalty: 548.792358
	Iteration 5F: 3 clusters Score -19099.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19115.013672 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19115.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19130.205078 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19130.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19148.794922 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19148.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19164.027344 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19164.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19198.701172 Penalty: 548.792358
	Iteration 10Q: 3 clusters Score -19198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19202.814453 Penalty: 548.792358
	Iteration 11Q: 3 clusters Score -19202.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19203.570312 Penalty: 548.792358
	Iteration 12Q: 3 clusters Score -19203.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19204.226562 Penalty: 548.792358
	Iteration 13Q: 3 clusters Score -19204.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19204.226562 Penalty: 548.792358
	Iteration 14F: 3 clusters Score -19204.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6319.393066 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6319.393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6079.489746 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6079.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6121.719727 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6121.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6126.625488 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -6126.625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6128.950195 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6128.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6128.950195 Penalty: 450.337158
	Iteration 4F: 3 clusters Score -6128.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -35436.621094 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -35436.62 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 383 members 
Entering Unmasked Estep 
Score: -34805.828125 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -34805.83 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34941.171875 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -34941.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34966.531250 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -34966.53 nChanged 29
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: -34984.933594 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -34984.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -35006.113281 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -35006.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35018.023438 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -35018.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35029.917969 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -35029.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35042.960938 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -35042.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35049.058594 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -35049.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35051.843750 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -35051.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35053.789062 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -35053.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35057.078125 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -35057.08 nChanged 11
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: -35061.464844 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -35061.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35065.398438 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -35065.4 nChanged 10
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: -35071.375000 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -35071.38 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: -35076.781250 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -35076.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35080.199219 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -35080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35084.355469 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -35084.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35086.960938 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -35086.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35090.812500 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -35090.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35097.996094 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -35098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35108.386719 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -35108.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35113.089844 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -35113.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35120.765625 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -35120.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35127.730469 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -35127.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35131.394531 Penalty: 602.910706
	Iteration 25Q: 3 clusters Score -35131.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35138.625000 Penalty: 602.910706
	Iteration 26Q: 3 clusters Score -35138.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35149.019531 Penalty: 602.910706
	Iteration 27Q: 3 clusters Score -35149.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35155.980469 Penalty: 602.910706
	Iteration 28Q: 3 clusters Score -35155.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35162.414062 Penalty: 602.910706
	Iteration 29Q: 3 clusters Score -35162.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35171.308594 Penalty: 602.910706
	Iteration 30Q: 3 clusters Score -35171.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35179.093750 Penalty: 602.910706
	Iteration 31Q: 3 clusters Score -35179.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35190.664062 Penalty: 602.910706
	Iteration 32Q: 3 clusters Score -35190.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35202.714844 Penalty: 602.910706
	Iteration 33Q: 3 clusters Score -35202.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35206.546875 Penalty: 602.910706
	Iteration 34Q: 3 clusters Score -35206.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35209.207031 Penalty: 602.910706
	Iteration 35Q: 3 clusters Score -35209.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35211.855469 Penalty: 602.910706
	Iteration 36Q: 3 clusters Score -35211.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35212.648438 Penalty: 602.910706
	Iteration 37Q: 3 clusters Score -35212.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35213.050781 Penalty: 602.910706
	Iteration 38Q: 3 clusters Score -35213.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35213.050781 Penalty: 602.910706
	Iteration 39F: 3 clusters Score -35213.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7517.874512 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7517.875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7278.706055 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7278.706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7352.409668 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7352.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7372.839355 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7372.839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7381.996582 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7381.997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7393.495605 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7393.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7396.823242 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7396.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7397.202148 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7397.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7397.202148 Penalty: 476.516235
	Iteration 7F: 3 clusters Score -7397.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -198827.812500 Penalty: 374.260376
	Iteration 0F: 2 clusters Score -198827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -196219.046875 Penalty: 748.520752
	Iteration 0F: 3 clusters Score -196219 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -197142.031250 Penalty: 748.520752
	Iteration 1F: 3 clusters Score -197142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -197220.484375 Penalty: 748.520752
	Iteration 2F: 3 clusters Score -197220.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -197285.703125 Penalty: 748.520752
	Iteration 3Q: 3 clusters Score -197285.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -197354.968750 Penalty: 748.520752
	Iteration 4Q: 3 clusters Score -197355 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -197438.609375 Penalty: 748.520752
	Iteration 5Q: 3 clusters Score -197438.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -197550.218750 Penalty: 748.520752
	Iteration 6Q: 3 clusters Score -197550.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -197695.312500 Penalty: 748.520752
	Iteration 7Q: 3 clusters Score -197695.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -197855.750000 Penalty: 748.520752
	Iteration 8Q: 3 clusters Score -197855.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -197987.296875 Penalty: 748.520752
	Iteration 9Q: 3 clusters Score -197987.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -198061.890625 Penalty: 748.520752
	Iteration 10Q: 3 clusters Score -198061.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -198114.390625 Penalty: 748.520752
	Iteration 11Q: 3 clusters Score -198114.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -198145.484375 Penalty: 748.520752
	Iteration 12Q: 3 clusters Score -198145.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -198168.578125 Penalty: 748.520752
	Iteration 13Q: 3 clusters Score -198168.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -198192.359375 Penalty: 748.520752
	Iteration 14Q: 3 clusters Score -198192.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -198212.937500 Penalty: 748.520752
	Iteration 15Q: 3 clusters Score -198212.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -198228.265625 Penalty: 748.520752
	Iteration 16Q: 3 clusters Score -198228.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -198237.125000 Penalty: 748.520752
	Iteration 17Q: 3 clusters Score -198237.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -198245.468750 Penalty: 748.520752
	Iteration 18Q: 3 clusters Score -198245.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -198251.078125 Penalty: 748.520752
	Iteration 19Q: 3 clusters Score -198251.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -198257.546875 Penalty: 748.520752
	Iteration 20F: 3 clusters Score -198257.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -198262.140625 Penalty: 748.520752
	Iteration 21Q: 3 clusters Score -198262.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -198270.171875 Penalty: 748.520752
	Iteration 22Q: 3 clusters Score -198270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -198280.734375 Penalty: 748.520752
	Iteration 23Q: 3 clusters Score -198280.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -198289.812500 Penalty: 748.520752
	Iteration 24Q: 3 clusters Score -198289.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -198299.421875 Penalty: 748.520752
	Iteration 25Q: 3 clusters Score -198299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -198312.234375 Penalty: 748.520752
	Iteration 26Q: 3 clusters Score -198312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -198327.078125 Penalty: 748.520752
	Iteration 27Q: 3 clusters Score -198327.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -198344.890625 Penalty: 748.520752
	Iteration 28Q: 3 clusters Score -198344.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -198365.593750 Penalty: 748.520752
	Iteration 29Q: 3 clusters Score -198365.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -198384.750000 Penalty: 748.520752
	Iteration 30Q: 3 clusters Score -198384.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -198398.500000 Penalty: 748.520752
	Iteration 31Q: 3 clusters Score -198398.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -198410.296875 Penalty: 748.520752
	Iteration 32Q: 3 clusters Score -198410.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -198416.468750 Penalty: 748.520752
	Iteration 33Q: 3 clusters Score -198416.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -198422.031250 Penalty: 748.520752
	Iteration 34Q: 3 clusters Score -198422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -198426.187500 Penalty: 748.520752
	Iteration 35Q: 3 clusters Score -198426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -198429.546875 Penalty: 748.520752
	Iteration 36Q: 3 clusters Score -198429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -198432.828125 Penalty: 748.520752
	Iteration 37Q: 3 clusters Score -198432.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -198438.125000 Penalty: 748.520752
	Iteration 38Q: 3 clusters Score -198438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -198442.265625 Penalty: 748.520752
	Iteration 39Q: 3 clusters Score -198442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -198445.546875 Penalty: 748.520752
	Iteration 40F: 3 clusters Score -198445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -198447.687500 Penalty: 748.520752
	Iteration 41Q: 3 clusters Score -198447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -198448.828125 Penalty: 748.520752
	Iteration 42Q: 3 clusters Score -198448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -198450.140625 Penalty: 748.520752
	Iteration 43Q: 3 clusters Score -198450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -198453.296875 Penalty: 748.520752
	Iteration 44Q: 3 clusters Score -198453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -198458.093750 Penalty: 748.520752
	Iteration 45Q: 3 clusters Score -198458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -198463.953125 Penalty: 748.520752
	Iteration 46Q: 3 clusters Score -198464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -198469.890625 Penalty: 748.520752
	Iteration 47Q: 3 clusters Score -198469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -198478.343750 Penalty: 748.520752
	Iteration 48Q: 3 clusters Score -198478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -198485.140625 Penalty: 748.520752
	Iteration 49Q: 3 clusters Score -198485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -198488.953125 Penalty: 748.520752
	Iteration 50Q: 3 clusters Score -198489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -198490.609375 Penalty: 748.520752
	Iteration 51Q: 3 clusters Score -198490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -198491.828125 Penalty: 748.520752
	Iteration 52Q: 3 clusters Score -198491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -198493.500000 Penalty: 748.520752
	Iteration 53Q: 3 clusters Score -198493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -198496.531250 Penalty: 748.520752
	Iteration 54Q: 3 clusters Score -198496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -198498.687500 Penalty: 748.520752
	Iteration 55Q: 3 clusters Score -198498.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -198499.921875 Penalty: 748.520752
	Iteration 56Q: 3 clusters Score -198499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -198500.593750 Penalty: 748.520752
	Iteration 57Q: 3 clusters Score -198500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -198501.000000 Penalty: 748.520752
	Iteration 58Q: 3 clusters Score -198501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -198501.359375 Penalty: 748.520752
	Iteration 59Q: 3 clusters Score -198501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -198501.765625 Penalty: 748.520752
	Iteration 60F: 3 clusters Score -198501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Entering Unmasked Estep 
Score: -638415.125000 Penalty: 432.775787
	Iteration 0F: 2 clusters Score -638415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -629433.875000 Penalty: 865.551575
	Iteration 0F: 3 clusters Score -629433.9 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -633245.250000 Penalty: 865.551575
	Iteration 1F: 3 clusters Score -633245.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -633828.062500 Penalty: 865.551575
	Iteration 2F: 3 clusters Score -633828.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -634682.187500 Penalty: 865.551575
	Iteration 3F: 3 clusters Score -634682.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -635602.562500 Penalty: 865.551575
	Iteration 4F: 3 clusters Score -635602.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -636595.000000 Penalty: 865.551575
	Iteration 5F: 3 clusters Score -636595 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -637362.500000 Penalty: 865.551575
	Iteration 6F: 3 clusters Score -637362.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -637780.375000 Penalty: 865.551575
	Iteration 7Q: 3 clusters Score -637780.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -637940.125000 Penalty: 865.551575
	Iteration 8Q: 3 clusters Score -637940.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -637998.000000 Penalty: 865.551575
	Iteration 9Q: 3 clusters Score -637998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -638020.562500 Penalty: 865.551575
	Iteration 10Q: 3 clusters Score -638020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -638035.875000 Penalty: 865.551575
	Iteration 11Q: 3 clusters Score -638035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -638040.562500 Penalty: 865.551575
	Iteration 12Q: 3 clusters Score -638040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -638043.937500 Penalty: 865.551575
	Iteration 13Q: 3 clusters Score -638043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -638045.375000 Penalty: 865.551575
	Iteration 14Q: 3 clusters Score -638045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -638045.375000 Penalty: 865.551575
	Iteration 15F: 3 clusters Score -638045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -18820.742188 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -18820.74 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 198 members 
Entering Unmasked Estep 
Score: -18410.660156 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -18410.66 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18519.058594 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -18519.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18532.378906 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -18532.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18537.228516 Penalty: 544.078613
	Iteration 3Q: 3 clusters Score -18537.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18540.626953 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -18540.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18548.728516 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -18548.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18552.449219 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -18552.45 nChanged 1
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: -18553.103516 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -18553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18553.988281 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -18553.99 nChanged 2
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: -18556.664062 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -18556.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18562.394531 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -18562.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18566.333984 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -18566.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18569.785156 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -18569.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18572.953125 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -18572.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18574.437500 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -18574.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18574.607422 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -18574.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18574.693359 Penalty: 544.078613
	Iteration 16Q: 3 clusters Score -18574.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18574.693359 Penalty: 544.078613
	Iteration 17F: 3 clusters Score -18574.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Entering Unmasked Estep 
Score: -3235396.250000 Penalty: 504.745636
	Iteration 0F: 2 clusters Score -3235396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3191123.250000 Penalty: 1009.491272
	Iteration 0F: 3 clusters Score -3191123 nChanged 31884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3211175.000000 Penalty: 1009.491272
	Iteration 1F: 3 clusters Score -3211175 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3213145.750000 Penalty: 1009.491272
	Iteration 2F: 3 clusters Score -3213146 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3216402.500000 Penalty: 1009.491272
	Iteration 3F: 3 clusters Score -3216402 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3221314.000000 Penalty: 1009.491272
	Iteration 4F: 3 clusters Score -3221314 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3226915.750000 Penalty: 1009.491272
	Iteration 5F: 3 clusters Score -3226916 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3231368.750000 Penalty: 1009.491272
	Iteration 6F: 3 clusters Score -3231369 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3233492.250000 Penalty: 1009.491272
	Iteration 7Q: 3 clusters Score -3233492 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3234319.000000 Penalty: 1009.491272
	Iteration 8Q: 3 clusters Score -3234319 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3234669.500000 Penalty: 1009.491272
	Iteration 9Q: 3 clusters Score -3234670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3234796.000000 Penalty: 1009.491272
	Iteration 10Q: 3 clusters Score -3234796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3234867.500000 Penalty: 1009.491272
	Iteration 11Q: 3 clusters Score -3234868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3234904.250000 Penalty: 1009.491272
	Iteration 12Q: 3 clusters Score -3234904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3234934.000000 Penalty: 1009.491272
	Iteration 13Q: 3 clusters Score -3234934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3234954.500000 Penalty: 1009.491272
	Iteration 14Q: 3 clusters Score -3234954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3234961.500000 Penalty: 1009.491272
	Iteration 15Q: 3 clusters Score -3234962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3234974.750000 Penalty: 1009.491272
	Iteration 16Q: 3 clusters Score -3234975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3234986.750000 Penalty: 1009.491272
	Iteration 17Q: 3 clusters Score -3234987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3234991.000000 Penalty: 1009.491272
	Iteration 18Q: 3 clusters Score -3234991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3234990.500000 Penalty: 1009.491272
	Iteration 19Q: 3 clusters Score -3234990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3234992.500000 Penalty: 1009.491272
	Iteration 20F: 3 clusters Score -3234992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3234992.500000 Penalty: 1009.491272
	Iteration 21Q: 3 clusters Score -3234992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3234992.500000 Penalty: 1009.491272
	Iteration 22F: 3 clusters Score -3234992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (307491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307491 members 
Entering Unmasked Estep 
Score: -15029284.000000 Penalty: 574.947144
	Iteration 0F: 2 clusters Score -1.502928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 154083 members 
Entering Unmasked Estep 
Score: -14837406.000000 Penalty: 1149.894287
	Iteration 0F: 3 clusters Score -1.483741e+07 nChanged 151571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -14943242.000000 Penalty: 1149.894287
	Iteration 1F: 3 clusters Score -1.494324e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 191616 members 
Entering Unmasked Estep 
Score: -14960436.000000 Penalty: 1149.894287
	Iteration 2F: 3 clusters Score -1.496044e+07 nChanged 21430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 201616 members 
Entering Unmasked Estep 
Score: -14980976.000000 Penalty: 1149.894287
	Iteration 3F: 3 clusters Score -1.498098e+07 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 209066 members 
Entering Unmasked Estep 
Score: -14994561.000000 Penalty: 1149.894287
	Iteration 4F: 3 clusters Score -1.499456e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 215116 members 
Entering Unmasked Estep 
Score: -14999632.000000 Penalty: 1149.894287
	Iteration 5Q: 3 clusters Score -1.499963e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 221125 members 
Entering Unmasked Estep 
Score: -15001922.000000 Penalty: 1149.894287
	Iteration 6Q: 3 clusters Score -1.500192e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 227238 members 
Entering Unmasked Estep 
Score: -15003919.000000 Penalty: 1149.894287
	Iteration 7Q: 3 clusters Score -1.500392e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 233395 members 
Entering Unmasked Estep 
Score: -15005880.000000 Penalty: 1149.894287
	Iteration 8Q: 3 clusters Score -1.500588e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 239698 members 
Entering Unmasked Estep 
Score: -15007624.000000 Penalty: 1149.894287
	Iteration 9Q: 3 clusters Score -1.500762e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 246019 members 
Entering Unmasked Estep 
Score: -15009695.000000 Penalty: 1149.894287
	Iteration 10Q: 3 clusters Score -1.50097e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 252148 members 
Entering Unmasked Estep 
Score: -15011773.000000 Penalty: 1149.894287
	Iteration 11Q: 3 clusters Score -1.501177e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 257938 members 
Entering Unmasked Estep 
Score: -15013432.000000 Penalty: 1149.894287
	Iteration 12Q: 3 clusters Score -1.501343e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 263510 members 
Entering Unmasked Estep 
Score: -15014639.000000 Penalty: 1149.894287
	Iteration 13Q: 3 clusters Score -1.501464e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 268561 members 
Entering Unmasked Estep 
Score: -15016075.000000 Penalty: 1149.894287
	Iteration 14Q: 3 clusters Score -1.501608e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 273113 members 
Entering Unmasked Estep 
Score: -15017463.000000 Penalty: 1149.894287
	Iteration 15Q: 3 clusters Score -1.501746e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 277323 members 
Entering Unmasked Estep 
Score: -15018950.000000 Penalty: 1149.894287
	Iteration 16Q: 3 clusters Score -1.501895e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 281171 members 
Entering Unmasked Estep 
Score: -15020276.000000 Penalty: 1149.894287
	Iteration 17Q: 3 clusters Score -1.502028e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 284688 members 
Entering Unmasked Estep 
Score: -15021461.000000 Penalty: 1149.894287
	Iteration 18Q: 3 clusters Score -1.502146e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 287814 members 
Entering Unmasked Estep 
Score: -15022468.000000 Penalty: 1149.894287
	Iteration 19Q: 3 clusters Score -1.502247e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 290693 members 
Entering Unmasked Estep 
Score: -15023220.000000 Penalty: 1149.894287
	Iteration 20F: 3 clusters Score -1.502322e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 293253 members 
Entering Unmasked Estep 
Score: -15024051.000000 Penalty: 1149.894287
	Iteration 21Q: 3 clusters Score -1.502405e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 295457 members 
Entering Unmasked Estep 
Score: -15024506.000000 Penalty: 1149.894287
	Iteration 22Q: 3 clusters Score -1.502451e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 297436 members 
Entering Unmasked Estep 
Score: -15025018.000000 Penalty: 1149.894287
	Iteration 23Q: 3 clusters Score -1.502502e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 299226 members 
Entering Unmasked Estep 
Score: -15025622.000000 Penalty: 1149.894287
	Iteration 24Q: 3 clusters Score -1.502562e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 300849 members 
Entering Unmasked Estep 
Score: -15026264.000000 Penalty: 1149.894287
	Iteration 25Q: 3 clusters Score -1.502626e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 302191 members 
Entering Unmasked Estep 
Score: -15026730.000000 Penalty: 1149.894287
	Iteration 26Q: 3 clusters Score -1.502673e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 303332 members 
Entering Unmasked Estep 
Score: -15027155.000000 Penalty: 1149.894287
	Iteration 27Q: 3 clusters Score -1.502716e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 304242 members 
Entering Unmasked Estep 
Score: -15027632.000000 Penalty: 1149.894287
	Iteration 28Q: 3 clusters Score -1.502763e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 304989 members 
Entering Unmasked Estep 
Score: -15027812.000000 Penalty: 1149.894287
	Iteration 29Q: 3 clusters Score -1.502781e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 305528 members 
Entering Unmasked Estep 
Score: -15028086.000000 Penalty: 1149.894287
	Iteration 30Q: 3 clusters Score -1.502809e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 305927 members 
Entering Unmasked Estep 
Score: -15028266.000000 Penalty: 1149.894287
	Iteration 31Q: 3 clusters Score -1.502827e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 306225 members 
Entering Unmasked Estep 
Score: -15028350.000000 Penalty: 1149.894287
	Iteration 32Q: 3 clusters Score -1.502835e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 306461 members 
Entering Unmasked Estep 
Score: -15028443.000000 Penalty: 1149.894287
	Iteration 33Q: 3 clusters Score -1.502844e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 306628 members 
Entering Unmasked Estep 
Score: -15028565.000000 Penalty: 1149.894287
	Iteration 34Q: 3 clusters Score -1.502856e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 306753 members 
Entering Unmasked Estep 
Score: -15028625.000000 Penalty: 1149.894287
	Iteration 35Q: 3 clusters Score -1.502862e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 306831 members 
Entering Unmasked Estep 
Score: -15028676.000000 Penalty: 1149.894287
	Iteration 36Q: 3 clusters Score -1.502868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 306890 members 
Entering Unmasked Estep 
Score: -15028683.000000 Penalty: 1149.894287
	Iteration 37Q: 3 clusters Score -1.502868e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 306931 members 
Entering Unmasked Estep 
Score: -15028717.000000 Penalty: 1149.894287
	Iteration 38Q: 3 clusters Score -1.502872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 306962 members 
Entering Unmasked Estep 
Score: -15028738.000000 Penalty: 1149.894287
	Iteration 39Q: 3 clusters Score -1.502874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 306997 members 
Entering Unmasked Estep 
Score: -15028749.000000 Penalty: 1149.894287
	Iteration 40F: 3 clusters Score -1.502875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 307019 members 
Entering Unmasked Estep 
Score: -15028759.000000 Penalty: 1149.894287
	Iteration 41Q: 3 clusters Score -1.502876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 307031 members 
Entering Unmasked Estep 
Score: -15028754.000000 Penalty: 1149.894287
	Iteration 42Q: 3 clusters Score -1.502875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 307047 members 
Entering Unmasked Estep 
Score: -15028751.000000 Penalty: 1149.894287
	Iteration 43Q: 3 clusters Score -1.502875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 307068 members 
Entering Unmasked Estep 
Score: -15028746.000000 Penalty: 1149.894287
	Iteration 44Q: 3 clusters Score -1.502875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 307091 members 
Entering Unmasked Estep 
Score: -15028762.000000 Penalty: 1149.894287
	Iteration 45Q: 3 clusters Score -1.502876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 307111 members 
Entering Unmasked Estep 
Score: -15028773.000000 Penalty: 1149.894287
	Iteration 46Q: 3 clusters Score -1.502877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 307123 members 
Entering Unmasked Estep 
Score: -15028792.000000 Penalty: 1149.894287
	Iteration 47Q: 3 clusters Score -1.502879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 307131 members 
Entering Unmasked Estep 
Score: -15028798.000000 Penalty: 1149.894287
	Iteration 48Q: 3 clusters Score -1.50288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307138 members 
Entering Unmasked Estep 
Score: -15028804.000000 Penalty: 1149.894287
	Iteration 49Q: 3 clusters Score -1.50288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 307140 members 
Entering Unmasked Estep 
Score: -15028800.000000 Penalty: 1149.894287
	Iteration 50Q: 3 clusters Score -1.50288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307144 members 
Entering Unmasked Estep 
Score: -15028789.000000 Penalty: 1149.894287
	Iteration 51Q: 3 clusters Score -1.502879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307142 members 
Entering Unmasked Estep 
Score: -15028810.000000 Penalty: 1149.894287
	Iteration 52Q: 3 clusters Score -1.502881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 307144 members 
Entering Unmasked Estep 
Score: -15028809.000000 Penalty: 1149.894287
	Iteration 53Q: 3 clusters Score -1.502881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307149 members 
Entering Unmasked Estep 
Score: -15028821.000000 Penalty: 1149.894287
	Iteration 54Q: 3 clusters Score -1.502882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307153 members 
Entering Unmasked Estep 
Score: -15028817.000000 Penalty: 1149.894287
	Iteration 55Q: 3 clusters Score -1.502882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307153 members 
Entering Unmasked Estep 
Score: -15028819.000000 Penalty: 1149.894287
	Iteration 56Q: 3 clusters Score -1.502882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307155 members 
Entering Unmasked Estep 
Score: -15028824.000000 Penalty: 1149.894287
	Iteration 57Q: 3 clusters Score -1.502882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 307158 members 
Entering Unmasked Estep 
Score: -15028826.000000 Penalty: 1149.894287
	Iteration 58Q: 3 clusters Score -1.502883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 307160 members 
Entering Unmasked Estep 
Score: -15028812.000000 Penalty: 1149.894287
	Iteration 59Q: 3 clusters Score -1.502881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 307161 members 
Entering Unmasked Estep 
Score: -15028816.000000 Penalty: 1149.894287
	Iteration 60F: 3 clusters Score -1.502882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 3179 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82949 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20348 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3735 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65730 members 
Mstep: Class 23 contains 307491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299928.000000 Penalty: 13794.784180
Iteration 479Q: 24 clusters Score -2.529993e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 11655 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82974 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20336 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 13511 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65673 members 
Mstep: Class 23 contains 307517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299888.000000 Penalty: 13794.784180
Iteration 480F: 24 clusters Score -2.529989e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 3182 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 82999 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20325 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65617 members 
Mstep: Class 23 contains 307547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299898.000000 Penalty: 13794.784180
Iteration 481Q: 24 clusters Score -2.52999e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83025 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20314 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3739 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 65548 members 
Mstep: Class 23 contains 307592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299942.000000 Penalty: 13794.784180
Iteration 482Q: 24 clusters Score -2.529994e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 2965 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83044 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20303 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3742 members 
Mstep: Class 20 contains 13508 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 65484 members 
Mstep: Class 23 contains 307632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299922.000000 Penalty: 13794.784180
Iteration 483Q: 24 clusters Score -2.529992e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83056 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20291 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3743 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 65425 members 
Mstep: Class 23 contains 307674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299932.000000 Penalty: 13794.784180
Iteration 484Q: 24 clusters Score -2.529993e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 2995 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83071 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20278 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65369 members 
Mstep: Class 23 contains 307705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299916.000000 Penalty: 13794.784180
Iteration 485Q: 24 clusters Score -2.529992e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5576 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83084 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65313 members 
Mstep: Class 23 contains 307746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299930.000000 Penalty: 13794.784180
Iteration 486Q: 24 clusters Score -2.529993e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83086 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20251 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65246 members 
Mstep: Class 23 contains 307799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299942.000000 Penalty: 13794.784180
Iteration 487Q: 24 clusters Score -2.529994e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83089 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20241 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3747 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65185 members 
Mstep: Class 23 contains 307839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299970.000000 Penalty: 13794.784180
Iteration 488Q: 24 clusters Score -2.529997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83091 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20232 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65128 members 
Mstep: Class 23 contains 307887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299964.000000 Penalty: 13794.784180
Iteration 489Q: 24 clusters Score -2.529996e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83095 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65064 members 
Mstep: Class 23 contains 307942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299930.000000 Penalty: 13794.784180
Iteration 490Q: 24 clusters Score -2.529993e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 3198 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83099 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20220 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3747 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 65012 members 
Mstep: Class 23 contains 307986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299928.000000 Penalty: 13794.784180
Iteration 491Q: 24 clusters Score -2.529993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 11651 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83107 members 
Mstep: Class 10 contains 3702 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64974 members 
Mstep: Class 23 contains 308012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299908.000000 Penalty: 13794.784180
Iteration 492Q: 24 clusters Score -2.529991e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83120 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20198 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3751 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64942 members 
Mstep: Class 23 contains 308040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299946.000000 Penalty: 13794.784180
Iteration 493Q: 24 clusters Score -2.529995e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 3204 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83124 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20176 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3753 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64924 members 
Mstep: Class 23 contains 308075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299922.000000 Penalty: 13794.784180
Iteration 494Q: 24 clusters Score -2.529992e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 3204 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83127 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20149 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64905 members 
Mstep: Class 23 contains 308112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299934.000000 Penalty: 13794.784180
Iteration 495Q: 24 clusters Score -2.529993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 3205 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83130 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20132 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64872 members 
Mstep: Class 23 contains 308156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299932.000000 Penalty: 13794.784180
Iteration 496Q: 24 clusters Score -2.529993e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 83135 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64836 members 
Mstep: Class 23 contains 308207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299964.000000 Penalty: 13794.784180
Iteration 497Q: 24 clusters Score -2.529996e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 11635 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 83146 members 
Mstep: Class 10 contains 3706 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20088 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64804 members 
Mstep: Class 23 contains 308245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299966.000000 Penalty: 13794.784180
Iteration 498Q: 24 clusters Score -2.529997e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 83156 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20064 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 13514 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64775 members 
Mstep: Class 23 contains 308280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299964.000000 Penalty: 13794.784180
Iteration 499Q: 24 clusters Score -2.529996e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 3209 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 11632 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 83161 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 555 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 20031 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 188 members 
Mstep: Class 19 contains 3777 members 
Mstep: Class 20 contains 13514 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 64742 members 
Mstep: Class 23 contains 308331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25299944.000000 Penalty: 13794.784180
Iteration 500F: 24 clusters Score -2.529994e+07 nChanged 115
Maximum iterations exceeded
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75740336.000000 Penalty: 14944.482422
24->24 Clusters: Score -75740336.000000, best is -75874488.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 530635 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 22082 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 4 contains 22034 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 22171 members 
Mstep: Class 7 contains 21995 members 
Mstep: Class 8 contains 22252 members 
Mstep: Class 9 contains 22199 members 
Mstep: Class 10 contains 22234 members 
Mstep: Class 11 contains 21716 members 
Mstep: Class 12 contains 22146 members 
Mstep: Class 13 contains 22105 members 
Mstep: Class 14 contains 22400 members 
Mstep: Class 15 contains 22400 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 22114 members 
Mstep: Class 18 contains 22063 members 
Mstep: Class 19 contains 21907 members 
Mstep: Class 20 contains 21949 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 22131 members 
Mstep: Class 23 contains 22000 members 
Mstep: Class 24 contains 22103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 17.403072 but Gain 599.773438
Score: -22959772.000000 Penalty: 13794.784180
Iteration 0F: 24 clusters Score -2.295977e+07 nChanged 507274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2403 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 1333 members 
Mstep: Class 4 contains 43912 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 6 contains 39139 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 270788 members 
Mstep: Class 10 contains 27714 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 12737 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 5997 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 1878 members 
Mstep: Class 24 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 153.835541 but Gain 599.772461
Score: -24846882.000000 Penalty: 13195.011719
Iteration 1F: 23 clusters Score -2.484688e+07 nChanged 147264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1066 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 31380 members 
Mstep: Class 5 contains 2111 members 
Mstep: Class 6 contains 23253 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 357844 members 
Mstep: Class 10 contains 17960 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 5264 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 8481 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 10796 members 
Mstep: Class 23 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25031154.000000 Penalty: 13195.011719
Iteration 2F: 23 clusters Score -2.503115e+07 nChanged 75112
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 18537 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 14304 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 404899 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 3936 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 13470 members 
Mstep: Class 23 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 337.751282 but Gain 599.773438
Score: -25072036.000000 Penalty: 12595.238281
Iteration 3F: 22 clusters Score -2.507204e+07 nChanged 39782
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 1484 members 
Mstep: Class 6 contains 11090 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 1578 members 
Mstep: Class 9 contains 423203 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 10801 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25098182.000000 Penalty: 12595.238281
Iteration 4F: 22 clusters Score -2.509818e+07 nChanged 25712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 10439 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 9 contains 428608 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 7091 members 
Mstep: Class 14 contains 13554 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 12933 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 15560 members 
Mstep: Class 23 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 572.289368 but Gain 599.773438
Score: -25118988.000000 Penalty: 11995.464844
Iteration 5Q: 21 clusters Score -2.511899e+07 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 583 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 10758 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 428483 members 
Mstep: Class 10 contains 2018 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 14265 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 15638 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 15238 members 
Mstep: Class 23 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25137994.000000 Penalty: 11995.464844
Iteration 6Q: 21 clusters Score -2.513799e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 454 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 425325 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 14508 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 18357 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 14629 members 
Mstep: Class 23 contains 11319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25154438.000000 Penalty: 11995.464844
Iteration 7Q: 21 clusters Score -2.515444e+07 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 420783 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 14622 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 14129 members 
Mstep: Class 23 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 588.772217 but Gain 599.773438
Score: -25169916.000000 Penalty: 11395.691406
Iteration 8Q: 20 clusters Score -2.516992e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 416119 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 19 contains 4473 members 
Mstep: Class 20 contains 23187 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 13704 members 
Mstep: Class 23 contains 18415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25183784.000000 Penalty: 11395.691406
Iteration 9Q: 20 clusters Score -2.518378e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 273 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 411042 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 6094 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 169 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 22329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25195248.000000 Penalty: 11395.691406
Iteration 10Q: 20 clusters Score -2.519525e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 210 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 11148 members 
Mstep: Class 8 contains 3461 members 
Mstep: Class 9 contains 406252 members 
Mstep: Class 10 contains 1560 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 155 members 
Mstep: Class 19 contains 4664 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 13357 members 
Mstep: Class 23 contains 26160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25204450.000000 Penalty: 11395.691406
Iteration 11Q: 20 clusters Score -2.520445e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 154 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 10904 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 401972 members 
Mstep: Class 10 contains 1636 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 5419 members 
Mstep: Class 14 contains 14706 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 27658 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 13354 members 
Mstep: Class 23 contains 29574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25211762.000000 Penalty: 11395.691406
Iteration 12Q: 20 clusters Score -2.521176e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 10676 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 398326 members 
Mstep: Class 10 contains 1731 members 
Mstep: Class 12 contains 3806 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 132 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 20 contains 28568 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 13337 members 
Mstep: Class 23 contains 32572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 593.958374 but Gain 599.773438
Score: -25218092.000000 Penalty: 10795.917969
Iteration 13Q: 19 clusters Score -2.521809e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 10428 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 395247 members 
Mstep: Class 10 contains 1871 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 14686 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 116 members 
Mstep: Class 19 contains 4801 members 
Mstep: Class 20 contains 29323 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 13371 members 
Mstep: Class 23 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25223710.000000 Penalty: 10795.917969
Iteration 14Q: 19 clusters Score -2.522371e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 392699 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 14663 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 110 members 
Mstep: Class 19 contains 4789 members 
Mstep: Class 20 contains 29948 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 13414 members 
Mstep: Class 23 contains 37424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25228122.000000 Penalty: 10795.917969
Iteration 15Q: 19 clusters Score -2.522812e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 390650 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 101 members 
Mstep: Class 19 contains 4795 members 
Mstep: Class 20 contains 30509 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 13404 members 
Mstep: Class 23 contains 39298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25231694.000000 Penalty: 10795.917969
Iteration 16Q: 19 clusters Score -2.523169e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 9758 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 388905 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 14552 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 90 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 30932 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 13374 members 
Mstep: Class 23 contains 40926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25234470.000000 Penalty: 10795.917969
Iteration 17Q: 19 clusters Score -2.523447e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 548 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 387555 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 12 contains 4607 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 14519 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 87 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 13295 members 
Mstep: Class 23 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25236676.000000 Penalty: 10795.917969
Iteration 18Q: 19 clusters Score -2.523668e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 386583 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 12 contains 4741 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 85 members 
Mstep: Class 19 contains 4828 members 
Mstep: Class 20 contains 31552 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25238522.000000 Penalty: 10795.917969
Iteration 19Q: 19 clusters Score -2.523852e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 519 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 385788 members 
Mstep: Class 10 contains 2872 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 16 contains 2481 members 
Mstep: Class 17 contains 80 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 31836 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 44089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25241384.000000 Penalty: 10795.917969
Iteration 20F: 19 clusters Score -2.524138e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 382996 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 14325 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 78 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 32103 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 13029 members 
Mstep: Class 23 contains 46508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25245442.000000 Penalty: 10795.917969
Iteration 21Q: 19 clusters Score -2.524544e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 380594 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 14247 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 83 members 
Mstep: Class 19 contains 4904 members 
Mstep: Class 20 contains 32228 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12940 members 
Mstep: Class 23 contains 48691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25248860.000000 Penalty: 10795.917969
Iteration 22Q: 19 clusters Score -2.524886e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 378326 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 14174 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 86 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 32298 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12873 members 
Mstep: Class 23 contains 50770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25252176.000000 Penalty: 10795.917969
Iteration 23Q: 19 clusters Score -2.525218e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 376249 members 
Mstep: Class 10 contains 4252 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 89 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12811 members 
Mstep: Class 23 contains 52728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25255104.000000 Penalty: 10795.917969
Iteration 24Q: 19 clusters Score -2.52551e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 3 contains 2641 members 
Mstep: Class 4 contains 517 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 374284 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 95 members 
Mstep: Class 19 contains 4695 members 
Mstep: Class 20 contains 32232 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12766 members 
Mstep: Class 23 contains 54529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25257464.000000 Penalty: 10795.917969
Iteration 25Q: 19 clusters Score -2.525746e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7952 members 
Mstep: Class 8 contains 4603 members 
Mstep: Class 9 contains 372336 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 99 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 32131 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12736 members 
Mstep: Class 23 contains 56193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25260012.000000 Penalty: 10795.917969
Iteration 26Q: 19 clusters Score -2.526001e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7817 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 370521 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 14008 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 19 contains 4634 members 
Mstep: Class 20 contains 32026 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 57726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25262264.000000 Penalty: 10795.917969
Iteration 27Q: 19 clusters Score -2.526226e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 499 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7702 members 
Mstep: Class 8 contains 4991 members 
Mstep: Class 9 contains 368648 members 
Mstep: Class 10 contains 5865 members 
Mstep: Class 12 contains 5630 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 105 members 
Mstep: Class 19 contains 4700 members 
Mstep: Class 20 contains 31899 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12655 members 
Mstep: Class 23 contains 59221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25264484.000000 Penalty: 10795.917969
Iteration 28Q: 19 clusters Score -2.526448e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 366944 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 106 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 20 contains 31769 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12617 members 
Mstep: Class 23 contains 60585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25266258.000000 Penalty: 10795.917969
Iteration 29Q: 19 clusters Score -2.526626e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 365298 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 12 contains 5785 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 13888 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 31656 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 61886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25268120.000000 Penalty: 10795.917969
Iteration 30Q: 19 clusters Score -2.526812e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 4 contains 453 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7262 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 363804 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 13859 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 31497 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 63091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 589.350220 but Gain 599.772461
Score: -25269948.000000 Penalty: 10196.145508
Iteration 31Q: 18 clusters Score -2.526995e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 8 contains 5739 members 
Mstep: Class 9 contains 362734 members 
Mstep: Class 10 contains 7145 members 
Mstep: Class 12 contains 5904 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 13822 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 5599 members 
Mstep: Class 20 contains 31317 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12542 members 
Mstep: Class 23 contains 64180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25271912.000000 Penalty: 10196.145508
Iteration 32Q: 18 clusters Score -2.527191e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6976 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 361492 members 
Mstep: Class 10 contains 7349 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 13774 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 107 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 31173 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 12527 members 
Mstep: Class 23 contains 65070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25273294.000000 Penalty: 10196.145508
Iteration 33Q: 18 clusters Score -2.527329e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 8 contains 5978 members 
Mstep: Class 9 contains 360313 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 12 contains 6044 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 13741 members 
Mstep: Class 16 contains 2874 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 6380 members 
Mstep: Class 20 contains 31035 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12501 members 
Mstep: Class 23 contains 65866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25274198.000000 Penalty: 10196.145508
Iteration 34Q: 18 clusters Score -2.52742e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 359227 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 12 contains 6109 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 13709 members 
Mstep: Class 16 contains 2885 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 30854 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12471 members 
Mstep: Class 23 contains 66601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25275330.000000 Penalty: 10196.145508
Iteration 35Q: 18 clusters Score -2.527533e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 358270 members 
Mstep: Class 10 contains 7775 members 
Mstep: Class 12 contains 6179 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 13694 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 30675 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12421 members 
Mstep: Class 23 contains 67247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25276474.000000 Penalty: 10196.145508
Iteration 36Q: 18 clusters Score -2.527647e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 8 contains 6216 members 
Mstep: Class 9 contains 357469 members 
Mstep: Class 10 contains 7864 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 14 contains 13664 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 30467 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12370 members 
Mstep: Class 23 contains 67854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25277412.000000 Penalty: 10196.145508
Iteration 37Q: 18 clusters Score -2.527741e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 8 contains 6280 members 
Mstep: Class 9 contains 356879 members 
Mstep: Class 10 contains 7922 members 
Mstep: Class 12 contains 6294 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 13650 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 30249 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12312 members 
Mstep: Class 23 contains 68328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25278076.000000 Penalty: 10196.145508
Iteration 38Q: 18 clusters Score -2.527808e+07 nChanged 1559
Entering ConstructFrom: 
Score: -25278076.000000 Penalty: 10196.145508
Entering ConstructFrom: 
Trying to split cluster 1 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -132774.843750 Penalty: 358.782471
	Iteration 0F: 2 clusters Score -132774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -130934.921875 Penalty: 717.564941
	Iteration 0F: 3 clusters Score -130934.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -131672.406250 Penalty: 717.564941
	Iteration 1F: 3 clusters Score -131672.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -131791.390625 Penalty: 717.564941
	Iteration 2F: 3 clusters Score -131791.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -131887.515625 Penalty: 717.564941
	Iteration 3F: 3 clusters Score -131887.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -131961.203125 Penalty: 717.564941
	Iteration 4Q: 3 clusters Score -131961.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -132025.078125 Penalty: 717.564941
	Iteration 5Q: 3 clusters Score -132025.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -132093.375000 Penalty: 717.564941
	Iteration 6Q: 3 clusters Score -132093.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -132181.968750 Penalty: 717.564941
	Iteration 7Q: 3 clusters Score -132182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -132274.828125 Penalty: 717.564941
	Iteration 8Q: 3 clusters Score -132274.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -132320.125000 Penalty: 717.564941
	Iteration 9Q: 3 clusters Score -132320.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -132347.234375 Penalty: 717.564941
	Iteration 10Q: 3 clusters Score -132347.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -132363.640625 Penalty: 717.564941
	Iteration 11Q: 3 clusters Score -132363.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -132379.593750 Penalty: 717.564941
	Iteration 12Q: 3 clusters Score -132379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -132393.921875 Penalty: 717.564941
	Iteration 13Q: 3 clusters Score -132393.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -132411.171875 Penalty: 717.564941
	Iteration 14Q: 3 clusters Score -132411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -132422.000000 Penalty: 717.564941
	Iteration 15Q: 3 clusters Score -132422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -132429.890625 Penalty: 717.564941
	Iteration 16Q: 3 clusters Score -132429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -132435.000000 Penalty: 717.564941
	Iteration 17Q: 3 clusters Score -132435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -132438.328125 Penalty: 717.564941
	Iteration 18Q: 3 clusters Score -132438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -132440.531250 Penalty: 717.564941
	Iteration 19Q: 3 clusters Score -132440.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -132442.687500 Penalty: 717.564941
	Iteration 20F: 3 clusters Score -132442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -132445.453125 Penalty: 717.564941
	Iteration 21Q: 3 clusters Score -132445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -132447.265625 Penalty: 717.564941
	Iteration 22Q: 3 clusters Score -132447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -132448.828125 Penalty: 717.564941
	Iteration 23Q: 3 clusters Score -132448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -132450.406250 Penalty: 717.564941
	Iteration 24Q: 3 clusters Score -132450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -132451.312500 Penalty: 717.564941
	Iteration 25Q: 3 clusters Score -132451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -132451.921875 Penalty: 717.564941
	Iteration 26Q: 3 clusters Score -132451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -132452.484375 Penalty: 717.564941
	Iteration 27Q: 3 clusters Score -132452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -132453.046875 Penalty: 717.564941
	Iteration 28Q: 3 clusters Score -132453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -132454.515625 Penalty: 717.564941
	Iteration 29Q: 3 clusters Score -132454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -132456.296875 Penalty: 717.564941
	Iteration 30Q: 3 clusters Score -132456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -132457.765625 Penalty: 717.564941
	Iteration 31Q: 3 clusters Score -132457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -132459.015625 Penalty: 717.564941
	Iteration 32Q: 3 clusters Score -132459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -132460.890625 Penalty: 717.564941
	Iteration 33Q: 3 clusters Score -132460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -132460.953125 Penalty: 717.564941
	Iteration 34Q: 3 clusters Score -132461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -132461.046875 Penalty: 717.564941
	Iteration 35Q: 3 clusters Score -132461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -132461.296875 Penalty: 717.564941
	Iteration 36Q: 3 clusters Score -132461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -132461.296875 Penalty: 717.564941
	Iteration 37F: 3 clusters Score -132461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -123122.062500 Penalty: 358.214050
	Iteration 0F: 2 clusters Score -123122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -121342.187500 Penalty: 716.428101
	Iteration 0F: 3 clusters Score -121342.2 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -121959.023438 Penalty: 716.428101
	Iteration 1F: 3 clusters Score -121959 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -122090.742188 Penalty: 716.428101
	Iteration 2F: 3 clusters Score -122090.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -122215.750000 Penalty: 716.428101
	Iteration 3F: 3 clusters Score -122215.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122365.476562 Penalty: 716.428101
	Iteration 4F: 3 clusters Score -122365.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122515.500000 Penalty: 716.428101
	Iteration 5F: 3 clusters Score -122515.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122643.968750 Penalty: 716.428101
	Iteration 6F: 3 clusters Score -122644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122733.742188 Penalty: 716.428101
	Iteration 7Q: 3 clusters Score -122733.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122847.984375 Penalty: 716.428101
	Iteration 8Q: 3 clusters Score -122848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -122952.539062 Penalty: 716.428101
	Iteration 9Q: 3 clusters Score -122952.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123050.671875 Penalty: 716.428101
	Iteration 10Q: 3 clusters Score -123050.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123155.093750 Penalty: 716.428101
	Iteration 11Q: 3 clusters Score -123155.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123224.132812 Penalty: 716.428101
	Iteration 12Q: 3 clusters Score -123224.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123260.164062 Penalty: 716.428101
	Iteration 13Q: 3 clusters Score -123260.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123277.828125 Penalty: 716.428101
	Iteration 14Q: 3 clusters Score -123277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123284.421875 Penalty: 716.428101
	Iteration 15Q: 3 clusters Score -123284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123285.492188 Penalty: 716.428101
	Iteration 16Q: 3 clusters Score -123285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123285.820312 Penalty: 716.428101
	Iteration 17Q: 3 clusters Score -123285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123286.585938 Penalty: 716.428101
	Iteration 18Q: 3 clusters Score -123286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123286.992188 Penalty: 716.428101
	Iteration 19Q: 3 clusters Score -123287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -123287.875000 Penalty: 716.428101
	Iteration 20F: 3 clusters Score -123287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123288.164062 Penalty: 716.428101
	Iteration 21Q: 3 clusters Score -123288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123288.164062 Penalty: 716.428101
	Iteration 22F: 3 clusters Score -123288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 356392 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12272 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25278326.000000 Penalty: 10795.917969
Splitting cluster 3 changes total score from -25278076.000000 to -25278326.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -63652.324219 Penalty: 331.584015
	Iteration 0F: 2 clusters Score -63652.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -62596.445312 Penalty: 663.168030
	Iteration 0F: 3 clusters Score -62596.45 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63656.222656 Penalty: 663.168030
	Iteration 1F: 3 clusters Score -63656.22 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -64255.320312 Penalty: 663.168030
	Iteration 2F: 3 clusters Score -64255.32 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -64481.183594 Penalty: 663.168030
	Iteration 3F: 3 clusters Score -64481.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -64564.269531 Penalty: 663.168030
	Iteration 4Q: 3 clusters Score -64564.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -64592.734375 Penalty: 663.168030
	Iteration 5Q: 3 clusters Score -64592.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -64605.796875 Penalty: 663.168030
	Iteration 6Q: 3 clusters Score -64605.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -64610.253906 Penalty: 663.168030
	Iteration 7Q: 3 clusters Score -64610.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -64611.234375 Penalty: 663.168030
	Iteration 8Q: 3 clusters Score -64611.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -64611.234375 Penalty: 663.168030
	Iteration 9F: 3 clusters Score -64611.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 356392 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12272 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25278998.000000 Penalty: 11395.691406
Splitting cluster 5 changes total score from -25278076.000000 to -25278998.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (6169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Entering Unmasked Estep 
Score: -304683.562500 Penalty: 397.091797
	Iteration 0F: 2 clusters Score -304683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -300493.125000 Penalty: 794.183594
	Iteration 0F: 3 clusters Score -300493.1 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -302076.093750 Penalty: 794.183594
	Iteration 1F: 3 clusters Score -302076.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -302210.156250 Penalty: 794.183594
	Iteration 2F: 3 clusters Score -302210.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -302318.625000 Penalty: 794.183594
	Iteration 3Q: 3 clusters Score -302318.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -302415.125000 Penalty: 794.183594
	Iteration 4Q: 3 clusters Score -302415.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -302514.781250 Penalty: 794.183594
	Iteration 5Q: 3 clusters Score -302514.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -302643.937500 Penalty: 794.183594
	Iteration 6Q: 3 clusters Score -302643.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -302817.218750 Penalty: 794.183594
	Iteration 7Q: 3 clusters Score -302817.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -303070.531250 Penalty: 794.183594
	Iteration 8Q: 3 clusters Score -303070.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -303425.031250 Penalty: 794.183594
	Iteration 9F: 3 clusters Score -303425 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -303697.468750 Penalty: 794.183594
	Iteration 10Q: 3 clusters Score -303697.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -303841.562500 Penalty: 794.183594
	Iteration 11Q: 3 clusters Score -303841.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -303918.625000 Penalty: 794.183594
	Iteration 12Q: 3 clusters Score -303918.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -303979.031250 Penalty: 794.183594
	Iteration 13Q: 3 clusters Score -303979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -304020.125000 Penalty: 794.183594
	Iteration 14Q: 3 clusters Score -304020.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -304057.062500 Penalty: 794.183594
	Iteration 15Q: 3 clusters Score -304057.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -304085.781250 Penalty: 794.183594
	Iteration 16Q: 3 clusters Score -304085.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -304113.593750 Penalty: 794.183594
	Iteration 17Q: 3 clusters Score -304113.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -304137.562500 Penalty: 794.183594
	Iteration 18Q: 3 clusters Score -304137.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -304155.937500 Penalty: 794.183594
	Iteration 19Q: 3 clusters Score -304155.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -304170.875000 Penalty: 794.183594
	Iteration 20F: 3 clusters Score -304170.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -304185.843750 Penalty: 794.183594
	Iteration 21Q: 3 clusters Score -304185.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -304198.531250 Penalty: 794.183594
	Iteration 22Q: 3 clusters Score -304198.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -304208.875000 Penalty: 794.183594
	Iteration 23Q: 3 clusters Score -304208.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -304216.062500 Penalty: 794.183594
	Iteration 24Q: 3 clusters Score -304216.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -304224.156250 Penalty: 794.183594
	Iteration 25Q: 3 clusters Score -304224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304229.062500 Penalty: 794.183594
	Iteration 26Q: 3 clusters Score -304229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -304235.156250 Penalty: 794.183594
	Iteration 27Q: 3 clusters Score -304235.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -304240.656250 Penalty: 794.183594
	Iteration 28Q: 3 clusters Score -304240.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -304247.218750 Penalty: 794.183594
	Iteration 29Q: 3 clusters Score -304247.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -304256.937500 Penalty: 794.183594
	Iteration 30Q: 3 clusters Score -304256.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -304268.156250 Penalty: 794.183594
	Iteration 31Q: 3 clusters Score -304268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304279.343750 Penalty: 794.183594
	Iteration 32Q: 3 clusters Score -304279.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -304288.343750 Penalty: 794.183594
	Iteration 33Q: 3 clusters Score -304288.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -304295.312500 Penalty: 794.183594
	Iteration 34Q: 3 clusters Score -304295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -304297.593750 Penalty: 794.183594
	Iteration 35Q: 3 clusters Score -304297.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -304302.531250 Penalty: 794.183594
	Iteration 36Q: 3 clusters Score -304302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -304304.593750 Penalty: 794.183594
	Iteration 37Q: 3 clusters Score -304304.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304308.437500 Penalty: 794.183594
	Iteration 38Q: 3 clusters Score -304308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -304311.218750 Penalty: 794.183594
	Iteration 39Q: 3 clusters Score -304311.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -304316.593750 Penalty: 794.183594
	Iteration 40F: 3 clusters Score -304316.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -304321.531250 Penalty: 794.183594
	Iteration 41Q: 3 clusters Score -304321.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -304323.781250 Penalty: 794.183594
	Iteration 42Q: 3 clusters Score -304323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304325.343750 Penalty: 794.183594
	Iteration 43Q: 3 clusters Score -304325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -304325.718750 Penalty: 794.183594
	Iteration 44Q: 3 clusters Score -304325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -304327.375000 Penalty: 794.183594
	Iteration 45Q: 3 clusters Score -304327.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -304329.593750 Penalty: 794.183594
	Iteration 46Q: 3 clusters Score -304329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -304332.218750 Penalty: 794.183594
	Iteration 47Q: 3 clusters Score -304332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -304336.000000 Penalty: 794.183594
	Iteration 48Q: 3 clusters Score -304336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -304337.750000 Penalty: 794.183594
	Iteration 49Q: 3 clusters Score -304337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -304338.687500 Penalty: 794.183594
	Iteration 50Q: 3 clusters Score -304338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -304339.343750 Penalty: 794.183594
	Iteration 51Q: 3 clusters Score -304339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -304339.156250 Penalty: 794.183594
	Iteration 52Q: 3 clusters Score -304339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -304339.968750 Penalty: 794.183594
	Iteration 53Q: 3 clusters Score -304340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -304340.093750 Penalty: 794.183594
	Iteration 54Q: 3 clusters Score -304340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -304340.093750 Penalty: 794.183594
	Iteration 55F: 3 clusters Score -304340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Entering Unmasked Estep 
Score: -328340.500000 Penalty: 398.292755
	Iteration 0F: 2 clusters Score -328340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -324156.781250 Penalty: 796.585510
	Iteration 0F: 3 clusters Score -324156.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -325816.218750 Penalty: 796.585510
	Iteration 1F: 3 clusters Score -325816.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -326064.343750 Penalty: 796.585510
	Iteration 2F: 3 clusters Score -326064.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -326390.531250 Penalty: 796.585510
	Iteration 3F: 3 clusters Score -326390.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -326785.062500 Penalty: 796.585510
	Iteration 4F: 3 clusters Score -326785.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -327139.625000 Penalty: 796.585510
	Iteration 5F: 3 clusters Score -327139.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -327356.343750 Penalty: 796.585510
	Iteration 6F: 3 clusters Score -327356.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -327466.937500 Penalty: 796.585510
	Iteration 7Q: 3 clusters Score -327466.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -327531.625000 Penalty: 796.585510
	Iteration 8Q: 3 clusters Score -327531.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -327577.843750 Penalty: 796.585510
	Iteration 9Q: 3 clusters Score -327577.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -327626.187500 Penalty: 796.585510
	Iteration 10Q: 3 clusters Score -327626.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -327668.218750 Penalty: 796.585510
	Iteration 11Q: 3 clusters Score -327668.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -327707.312500 Penalty: 796.585510
	Iteration 12Q: 3 clusters Score -327707.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -327752.531250 Penalty: 796.585510
	Iteration 13Q: 3 clusters Score -327752.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -327799.562500 Penalty: 796.585510
	Iteration 14Q: 3 clusters Score -327799.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -327844.093750 Penalty: 796.585510
	Iteration 15Q: 3 clusters Score -327844.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -327872.062500 Penalty: 796.585510
	Iteration 16Q: 3 clusters Score -327872.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -327895.062500 Penalty: 796.585510
	Iteration 17Q: 3 clusters Score -327895.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -327913.625000 Penalty: 796.585510
	Iteration 18Q: 3 clusters Score -327913.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -327931.156250 Penalty: 796.585510
	Iteration 19Q: 3 clusters Score -327931.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -327946.406250 Penalty: 796.585510
	Iteration 20F: 3 clusters Score -327946.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -327957.906250 Penalty: 796.585510
	Iteration 21Q: 3 clusters Score -327957.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -327966.218750 Penalty: 796.585510
	Iteration 22Q: 3 clusters Score -327966.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -327969.812500 Penalty: 796.585510
	Iteration 23Q: 3 clusters Score -327969.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -327976.281250 Penalty: 796.585510
	Iteration 24Q: 3 clusters Score -327976.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -327979.625000 Penalty: 796.585510
	Iteration 25Q: 3 clusters Score -327979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -327982.343750 Penalty: 796.585510
	Iteration 26Q: 3 clusters Score -327982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -327984.656250 Penalty: 796.585510
	Iteration 27Q: 3 clusters Score -327984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -327984.718750 Penalty: 796.585510
	Iteration 28Q: 3 clusters Score -327984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -327986.656250 Penalty: 796.585510
	Iteration 29Q: 3 clusters Score -327986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -327987.843750 Penalty: 796.585510
	Iteration 30Q: 3 clusters Score -327987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -327987.000000 Penalty: 796.585510
	Iteration 31Q: 3 clusters Score -327987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -327987.812500 Penalty: 796.585510
	Iteration 32Q: 3 clusters Score -327987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -327988.093750 Penalty: 796.585510
	Iteration 33Q: 3 clusters Score -327988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -327987.750000 Penalty: 796.585510
	Iteration 34Q: 3 clusters Score -327987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -327989.531250 Penalty: 796.585510
	Iteration 35Q: 3 clusters Score -327989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -327991.531250 Penalty: 796.585510
	Iteration 36Q: 3 clusters Score -327991.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -327993.437500 Penalty: 796.585510
	Iteration 37Q: 3 clusters Score -327993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -327994.125000 Penalty: 796.585510
	Iteration 38Q: 3 clusters Score -327994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -327994.187500 Penalty: 796.585510
	Iteration 39Q: 3 clusters Score -327994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -327995.500000 Penalty: 796.585510
	Iteration 40F: 3 clusters Score -327995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -327996.812500 Penalty: 796.585510
	Iteration 41Q: 3 clusters Score -327996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -327996.906250 Penalty: 796.585510
	Iteration 42Q: 3 clusters Score -327996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -327997.218750 Penalty: 796.585510
	Iteration 43Q: 3 clusters Score -327997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -327998.718750 Penalty: 796.585510
	Iteration 44Q: 3 clusters Score -327998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -327999.656250 Penalty: 796.585510
	Iteration 45Q: 3 clusters Score -327999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -328000.750000 Penalty: 796.585510
	Iteration 46Q: 3 clusters Score -328000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -328001.656250 Penalty: 796.585510
	Iteration 47Q: 3 clusters Score -328001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -328002.312500 Penalty: 796.585510
	Iteration 48Q: 3 clusters Score -328002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -328002.375000 Penalty: 796.585510
	Iteration 49Q: 3 clusters Score -328002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -328003.437500 Penalty: 796.585510
	Iteration 50Q: 3 clusters Score -328003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -328003.593750 Penalty: 796.585510
	Iteration 51Q: 3 clusters Score -328003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -328004.625000 Penalty: 796.585510
	Iteration 52Q: 3 clusters Score -328004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -328004.156250 Penalty: 796.585510
	Iteration 53Q: 3 clusters Score -328004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -328005.031250 Penalty: 796.585510
	Iteration 54Q: 3 clusters Score -328005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -328004.750000 Penalty: 796.585510
	Iteration 55Q: 3 clusters Score -328004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -328004.906250 Penalty: 796.585510
	Iteration 56Q: 3 clusters Score -328004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -328004.937500 Penalty: 796.585510
	Iteration 57Q: 3 clusters Score -328004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -328005.593750 Penalty: 796.585510
	Iteration 58Q: 3 clusters Score -328005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -328006.812500 Penalty: 796.585510
	Iteration 59Q: 3 clusters Score -328006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -328008.937500 Penalty: 796.585510
	Iteration 60F: 3 clusters Score -328008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -328010.781250 Penalty: 796.585510
	Iteration 61Q: 3 clusters Score -328010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -328012.562500 Penalty: 796.585510
	Iteration 62Q: 3 clusters Score -328012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -328013.843750 Penalty: 796.585510
	Iteration 63Q: 3 clusters Score -328013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -328013.750000 Penalty: 796.585510
	Iteration 64Q: 3 clusters Score -328013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -328015.500000 Penalty: 796.585510
	Iteration 65Q: 3 clusters Score -328015.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -328017.000000 Penalty: 796.585510
	Iteration 66Q: 3 clusters Score -328017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -328017.781250 Penalty: 796.585510
	Iteration 67Q: 3 clusters Score -328017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -328019.781250 Penalty: 796.585510
	Iteration 68Q: 3 clusters Score -328019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -328022.187500 Penalty: 796.585510
	Iteration 69Q: 3 clusters Score -328022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -328022.781250 Penalty: 796.585510
	Iteration 70Q: 3 clusters Score -328022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -328024.312500 Penalty: 796.585510
	Iteration 71Q: 3 clusters Score -328024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -328025.093750 Penalty: 796.585510
	Iteration 72Q: 3 clusters Score -328025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -328026.218750 Penalty: 796.585510
	Iteration 73Q: 3 clusters Score -328026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -328026.156250 Penalty: 796.585510
	Iteration 74Q: 3 clusters Score -328026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -328027.781250 Penalty: 796.585510
	Iteration 75Q: 3 clusters Score -328027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -328028.218750 Penalty: 796.585510
	Iteration 76Q: 3 clusters Score -328028.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -328031.656250 Penalty: 796.585510
	Iteration 77Q: 3 clusters Score -328031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -328033.906250 Penalty: 796.585510
	Iteration 78Q: 3 clusters Score -328033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -328034.250000 Penalty: 796.585510
	Iteration 79Q: 3 clusters Score -328034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -328036.000000 Penalty: 796.585510
	Iteration 80F: 3 clusters Score -328036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -328036.093750 Penalty: 796.585510
	Iteration 81Q: 3 clusters Score -328036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -328036.625000 Penalty: 796.585510
	Iteration 82Q: 3 clusters Score -328036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -328036.437500 Penalty: 796.585510
	Iteration 83Q: 3 clusters Score -328036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -328036.906250 Penalty: 796.585510
	Iteration 84Q: 3 clusters Score -328036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -328036.906250 Penalty: 796.585510
	Iteration 85F: 3 clusters Score -328036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (356392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356392 members 
Entering Unmasked Estep 
Score: -17334798.000000 Penalty: 581.662292
	Iteration 0F: 2 clusters Score -1.73348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 177915 members 
Entering Unmasked Estep 
Score: -17135278.000000 Penalty: 1163.324585
	Iteration 0F: 3 clusters Score -1.713528e+07 nChanged 176341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -17244822.000000 Penalty: 1163.324585
	Iteration 1F: 3 clusters Score -1.724482e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195106 members 
Mstep: Class 2 contains 161286 members 
Entering Unmasked Estep 
Score: -17250152.000000 Penalty: 1163.324585
	Iteration 2Q: 3 clusters Score -1.725015e+07 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -17258528.000000 Penalty: 1163.324585
	Iteration 3Q: 3 clusters Score -1.725853e+07 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217705 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -17271396.000000 Penalty: 1163.324585
	Iteration 4F: 3 clusters Score -1.72714e+07 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231584 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -17288494.000000 Penalty: 1163.324585
	Iteration 5F: 3 clusters Score -1.728849e+07 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243089 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -17305442.000000 Penalty: 1163.324585
	Iteration 6F: 3 clusters Score -1.730544e+07 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249746 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -17315506.000000 Penalty: 1163.324585
	Iteration 7F: 3 clusters Score -1.731551e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253371 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -17319014.000000 Penalty: 1163.324585
	Iteration 8Q: 3 clusters Score -1.731901e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256173 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -17319690.000000 Penalty: 1163.324585
	Iteration 9Q: 3 clusters Score -1.731969e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258521 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -17319614.000000 Penalty: 1163.324585
	Iteration 10Q: 3 clusters Score -1.731961e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260467 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -17319254.000000 Penalty: 1163.324585
	Iteration 11Q: 3 clusters Score -1.731925e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261951 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -17318974.000000 Penalty: 1163.324585
	Iteration 12Q: 3 clusters Score -1.731897e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263168 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -17318468.000000 Penalty: 1163.324585
	Iteration 13Q: 3 clusters Score -1.731847e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264077 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -17318018.000000 Penalty: 1163.324585
	Iteration 14Q: 3 clusters Score -1.731802e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264620 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -17317604.000000 Penalty: 1163.324585
	Iteration 15Q: 3 clusters Score -1.73176e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264803 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -17317182.000000 Penalty: 1163.324585
	Iteration 16Q: 3 clusters Score -1.731718e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264776 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -17316718.000000 Penalty: 1163.324585
	Iteration 17Q: 3 clusters Score -1.731672e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264366 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -17316270.000000 Penalty: 1163.324585
	Iteration 18Q: 3 clusters Score -1.731627e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263782 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -17315940.000000 Penalty: 1163.324585
	Iteration 19Q: 3 clusters Score -1.731594e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262956 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -17315706.000000 Penalty: 1163.324585
	Iteration 20F: 3 clusters Score -1.731571e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261915 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -17315508.000000 Penalty: 1163.324585
	Iteration 21Q: 3 clusters Score -1.731551e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260643 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -17315354.000000 Penalty: 1163.324585
	Iteration 22Q: 3 clusters Score -1.731535e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259142 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -17315224.000000 Penalty: 1163.324585
	Iteration 23Q: 3 clusters Score -1.731522e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257554 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -17315330.000000 Penalty: 1163.324585
	Iteration 24Q: 3 clusters Score -1.731533e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255789 members 
Mstep: Class 2 contains 100603 members 
Entering Unmasked Estep 
Score: -17315194.000000 Penalty: 1163.324585
	Iteration 25Q: 3 clusters Score -1.731519e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253920 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -17315140.000000 Penalty: 1163.324585
	Iteration 26Q: 3 clusters Score -1.731514e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251869 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -17314962.000000 Penalty: 1163.324585
	Iteration 27Q: 3 clusters Score -1.731496e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249588 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -17314784.000000 Penalty: 1163.324585
	Iteration 28Q: 3 clusters Score -1.731478e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247074 members 
Mstep: Class 2 contains 109318 members 
Entering Unmasked Estep 
Score: -17314482.000000 Penalty: 1163.324585
	Iteration 29Q: 3 clusters Score -1.731448e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244403 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -17314018.000000 Penalty: 1163.324585
	Iteration 30Q: 3 clusters Score -1.731402e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241515 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -17313580.000000 Penalty: 1163.324585
	Iteration 31Q: 3 clusters Score -1.731358e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238345 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -17313654.000000 Penalty: 1163.324585
	Iteration 32Q: 3 clusters Score -1.731365e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235090 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -17313794.000000 Penalty: 1163.324585
	Iteration 33Q: 3 clusters Score -1.731379e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231793 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -17313522.000000 Penalty: 1163.324585
	Iteration 34Q: 3 clusters Score -1.731352e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228385 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -17313312.000000 Penalty: 1163.324585
	Iteration 35Q: 3 clusters Score -1.731331e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224800 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -17313096.000000 Penalty: 1163.324585
	Iteration 36Q: 3 clusters Score -1.73131e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221080 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -17313144.000000 Penalty: 1163.324585
	Iteration 37Q: 3 clusters Score -1.731314e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217243 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -17313248.000000 Penalty: 1163.324585
	Iteration 38Q: 3 clusters Score -1.731325e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213352 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -17313548.000000 Penalty: 1163.324585
	Iteration 39Q: 3 clusters Score -1.731355e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209407 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -17313632.000000 Penalty: 1163.324585
	Iteration 40F: 3 clusters Score -1.731363e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205367 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -17313940.000000 Penalty: 1163.324585
	Iteration 41Q: 3 clusters Score -1.731394e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201356 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -17314512.000000 Penalty: 1163.324585
	Iteration 42Q: 3 clusters Score -1.731451e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197406 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -17314954.000000 Penalty: 1163.324585
	Iteration 43Q: 3 clusters Score -1.731495e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193533 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -17315290.000000 Penalty: 1163.324585
	Iteration 44Q: 3 clusters Score -1.731529e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189800 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -17315670.000000 Penalty: 1163.324585
	Iteration 45Q: 3 clusters Score -1.731567e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186296 members 
Mstep: Class 2 contains 170096 members 
Entering Unmasked Estep 
Score: -17316100.000000 Penalty: 1163.324585
	Iteration 46Q: 3 clusters Score -1.73161e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 173419 members 
Entering Unmasked Estep 
Score: -17316542.000000 Penalty: 1163.324585
	Iteration 47Q: 3 clusters Score -1.731654e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179723 members 
Mstep: Class 2 contains 176669 members 
Entering Unmasked Estep 
Score: -17317122.000000 Penalty: 1163.324585
	Iteration 48Q: 3 clusters Score -1.731712e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 179704 members 
Entering Unmasked Estep 
Score: -17317692.000000 Penalty: 1163.324585
	Iteration 49Q: 3 clusters Score -1.731769e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174094 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -17318332.000000 Penalty: 1163.324585
	Iteration 50Q: 3 clusters Score -1.731833e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 184671 members 
Entering Unmasked Estep 
Score: -17318916.000000 Penalty: 1163.324585
	Iteration 51Q: 3 clusters Score -1.731892e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 186920 members 
Entering Unmasked Estep 
Score: -17319758.000000 Penalty: 1163.324585
	Iteration 52Q: 3 clusters Score -1.731976e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 188966 members 
Entering Unmasked Estep 
Score: -17320628.000000 Penalty: 1163.324585
	Iteration 53Q: 3 clusters Score -1.732063e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 190881 members 
Entering Unmasked Estep 
Score: -17321754.000000 Penalty: 1163.324585
	Iteration 54Q: 3 clusters Score -1.732175e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163523 members 
Mstep: Class 2 contains 192869 members 
Entering Unmasked Estep 
Score: -17322604.000000 Penalty: 1163.324585
	Iteration 55Q: 3 clusters Score -1.73226e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161317 members 
Mstep: Class 2 contains 195075 members 
Entering Unmasked Estep 
Score: -17323654.000000 Penalty: 1163.324585
	Iteration 56Q: 3 clusters Score -1.732365e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 197269 members 
Entering Unmasked Estep 
Score: -17324706.000000 Penalty: 1163.324585
	Iteration 57Q: 3 clusters Score -1.732471e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156867 members 
Mstep: Class 2 contains 199525 members 
Entering Unmasked Estep 
Score: -17325860.000000 Penalty: 1163.324585
	Iteration 58Q: 3 clusters Score -1.732586e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 202024 members 
Entering Unmasked Estep 
Score: -17326996.000000 Penalty: 1163.324585
	Iteration 59Q: 3 clusters Score -1.7327e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 204713 members 
Entering Unmasked Estep 
Score: -17328278.000000 Penalty: 1163.324585
	Iteration 60F: 3 clusters Score -1.732828e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148670 members 
Mstep: Class 2 contains 207722 members 
Entering Unmasked Estep 
Score: -17329480.000000 Penalty: 1163.324585
	Iteration 61Q: 3 clusters Score -1.732948e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145368 members 
Mstep: Class 2 contains 211024 members 
Entering Unmasked Estep 
Score: -17330574.000000 Penalty: 1163.324585
	Iteration 62Q: 3 clusters Score -1.733057e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 214458 members 
Entering Unmasked Estep 
Score: -17331590.000000 Penalty: 1163.324585
	Iteration 63Q: 3 clusters Score -1.733159e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138432 members 
Mstep: Class 2 contains 217960 members 
Entering Unmasked Estep 
Score: -17332562.000000 Penalty: 1163.324585
	Iteration 64Q: 3 clusters Score -1.733256e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Mstep: Class 2 contains 221744 members 
Entering Unmasked Estep 
Score: -17333728.000000 Penalty: 1163.324585
	Iteration 65Q: 3 clusters Score -1.733373e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 225551 members 
Entering Unmasked Estep 
Score: -17334526.000000 Penalty: 1163.324585
	Iteration 66Q: 3 clusters Score -1.733453e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 229383 members 
Entering Unmasked Estep 
Score: -17335234.000000 Penalty: 1163.324585
	Iteration 67Q: 3 clusters Score -1.733523e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 233181 members 
Entering Unmasked Estep 
Score: -17336178.000000 Penalty: 1163.324585
	Iteration 68Q: 3 clusters Score -1.733618e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 237141 members 
Entering Unmasked Estep 
Score: -17337232.000000 Penalty: 1163.324585
	Iteration 69Q: 3 clusters Score -1.733723e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 241243 members 
Entering Unmasked Estep 
Score: -17338258.000000 Penalty: 1163.324585
	Iteration 70Q: 3 clusters Score -1.733826e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 245540 members 
Entering Unmasked Estep 
Score: -17339324.000000 Penalty: 1163.324585
	Iteration 71Q: 3 clusters Score -1.733932e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 249830 members 
Entering Unmasked Estep 
Score: -17340250.000000 Penalty: 1163.324585
	Iteration 72Q: 3 clusters Score -1.734025e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 254065 members 
Entering Unmasked Estep 
Score: -17341108.000000 Penalty: 1163.324585
	Iteration 73Q: 3 clusters Score -1.734111e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 258388 members 
Entering Unmasked Estep 
Score: -17341892.000000 Penalty: 1163.324585
	Iteration 74Q: 3 clusters Score -1.734189e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 262801 members 
Entering Unmasked Estep 
Score: -17342546.000000 Penalty: 1163.324585
	Iteration 75Q: 3 clusters Score -1.734255e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 266942 members 
Entering Unmasked Estep 
Score: -17343210.000000 Penalty: 1163.324585
	Iteration 76Q: 3 clusters Score -1.734321e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 270762 members 
Entering Unmasked Estep 
Score: -17343588.000000 Penalty: 1163.324585
	Iteration 77Q: 3 clusters Score -1.734359e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 274408 members 
Entering Unmasked Estep 
Score: -17344324.000000 Penalty: 1163.324585
	Iteration 78Q: 3 clusters Score -1.734432e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 277881 members 
Entering Unmasked Estep 
Score: -17344724.000000 Penalty: 1163.324585
	Iteration 79Q: 3 clusters Score -1.734472e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 281110 members 
Entering Unmasked Estep 
Score: -17345672.000000 Penalty: 1163.324585
	Iteration 80F: 3 clusters Score -1.734567e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 284239 members 
Entering Unmasked Estep 
Score: -17346064.000000 Penalty: 1163.324585
	Iteration 81Q: 3 clusters Score -1.734606e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 287167 members 
Entering Unmasked Estep 
Score: -17346456.000000 Penalty: 1163.324585
	Iteration 82Q: 3 clusters Score -1.734646e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 289929 members 
Entering Unmasked Estep 
Score: -17346464.000000 Penalty: 1163.324585
	Iteration 83Q: 3 clusters Score -1.734646e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 292449 members 
Entering Unmasked Estep 
Score: -17346538.000000 Penalty: 1163.324585
	Iteration 84Q: 3 clusters Score -1.734654e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 294767 members 
Entering Unmasked Estep 
Score: -17346524.000000 Penalty: 1163.324585
	Iteration 85Q: 3 clusters Score -1.734652e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 296968 members 
Entering Unmasked Estep 
Score: -17346508.000000 Penalty: 1163.324585
	Iteration 86Q: 3 clusters Score -1.734651e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 299059 members 
Entering Unmasked Estep 
Score: -17346332.000000 Penalty: 1163.324585
	Iteration 87Q: 3 clusters Score -1.734633e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 301026 members 
Entering Unmasked Estep 
Score: -17346238.000000 Penalty: 1163.324585
	Iteration 88Q: 3 clusters Score -1.734624e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 302834 members 
Entering Unmasked Estep 
Score: -17346142.000000 Penalty: 1163.324585
	Iteration 89Q: 3 clusters Score -1.734614e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 304519 members 
Entering Unmasked Estep 
Score: -17345976.000000 Penalty: 1163.324585
	Iteration 90Q: 3 clusters Score -1.734598e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 306153 members 
Entering Unmasked Estep 
Score: -17346000.000000 Penalty: 1163.324585
	Iteration 91Q: 3 clusters Score -1.7346e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 307768 members 
Entering Unmasked Estep 
Score: -17345900.000000 Penalty: 1163.324585
	Iteration 92Q: 3 clusters Score -1.73459e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 309414 members 
Entering Unmasked Estep 
Score: -17345780.000000 Penalty: 1163.324585
	Iteration 93Q: 3 clusters Score -1.734578e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 311016 members 
Entering Unmasked Estep 
Score: -17345650.000000 Penalty: 1163.324585
	Iteration 94Q: 3 clusters Score -1.734565e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 312606 members 
Entering Unmasked Estep 
Score: -17345562.000000 Penalty: 1163.324585
	Iteration 95Q: 3 clusters Score -1.734556e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 314184 members 
Entering Unmasked Estep 
Score: -17345492.000000 Penalty: 1163.324585
	Iteration 96Q: 3 clusters Score -1.734549e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 315814 members 
Entering Unmasked Estep 
Score: -17345492.000000 Penalty: 1163.324585
	Iteration 97Q: 3 clusters Score -1.734549e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 317472 members 
Entering Unmasked Estep 
Score: -17345538.000000 Penalty: 1163.324585
	Iteration 98Q: 3 clusters Score -1.734554e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 319250 members 
Entering Unmasked Estep 
Score: -17345512.000000 Penalty: 1163.324585
	Iteration 99Q: 3 clusters Score -1.734551e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 321109 members 
Entering Unmasked Estep 
Score: -17345678.000000 Penalty: 1163.324585
	Iteration 100F: 3 clusters Score -1.734568e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 323063 members 
Entering Unmasked Estep 
Score: -17345880.000000 Penalty: 1163.324585
	Iteration 101Q: 3 clusters Score -1.734588e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 325231 members 
Entering Unmasked Estep 
Score: -17346228.000000 Penalty: 1163.324585
	Iteration 102Q: 3 clusters Score -1.734623e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 327467 members 
Entering Unmasked Estep 
Score: -17346532.000000 Penalty: 1163.324585
	Iteration 103Q: 3 clusters Score -1.734653e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 329858 members 
Entering Unmasked Estep 
Score: -17347192.000000 Penalty: 1163.324585
	Iteration 104Q: 3 clusters Score -1.734719e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 332281 members 
Entering Unmasked Estep 
Score: -17347614.000000 Penalty: 1163.324585
	Iteration 105Q: 3 clusters Score -1.734761e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 334669 members 
Entering Unmasked Estep 
Score: -17347472.000000 Penalty: 1163.324585
	Iteration 106Q: 3 clusters Score -1.734747e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 336962 members 
Entering Unmasked Estep 
Score: -17347104.000000 Penalty: 1163.324585
	Iteration 107Q: 3 clusters Score -1.73471e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 339103 members 
Entering Unmasked Estep 
Score: -17346552.000000 Penalty: 1163.324585
	Iteration 108Q: 3 clusters Score -1.734655e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 341087 members 
Entering Unmasked Estep 
Score: -17346162.000000 Penalty: 1163.324585
	Iteration 109Q: 3 clusters Score -1.734616e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 342921 members 
Entering Unmasked Estep 
Score: -17345646.000000 Penalty: 1163.324585
	Iteration 110Q: 3 clusters Score -1.734565e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 344565 members 
Entering Unmasked Estep 
Score: -17345122.000000 Penalty: 1163.324585
	Iteration 111Q: 3 clusters Score -1.734512e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 346026 members 
Entering Unmasked Estep 
Score: -17344426.000000 Penalty: 1163.324585
	Iteration 112Q: 3 clusters Score -1.734443e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 347251 members 
Entering Unmasked Estep 
Score: -17343878.000000 Penalty: 1163.324585
	Iteration 113Q: 3 clusters Score -1.734388e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 348314 members 
Entering Unmasked Estep 
Score: -17343112.000000 Penalty: 1163.324585
	Iteration 114Q: 3 clusters Score -1.734311e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 349190 members 
Entering Unmasked Estep 
Score: -17342656.000000 Penalty: 1163.324585
	Iteration 115Q: 3 clusters Score -1.734266e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 349901 members 
Entering Unmasked Estep 
Score: -17342160.000000 Penalty: 1163.324585
	Iteration 116Q: 3 clusters Score -1.734216e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 350506 members 
Entering Unmasked Estep 
Score: -17341630.000000 Penalty: 1163.324585
	Iteration 117Q: 3 clusters Score -1.734163e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 350993 members 
Entering Unmasked Estep 
Score: -17341226.000000 Penalty: 1163.324585
	Iteration 118Q: 3 clusters Score -1.734123e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 351395 members 
Entering Unmasked Estep 
Score: -17340906.000000 Penalty: 1163.324585
	Iteration 119Q: 3 clusters Score -1.734091e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 351735 members 
Entering Unmasked Estep 
Score: -17340536.000000 Penalty: 1163.324585
	Iteration 120F: 3 clusters Score -1.734054e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 352023 members 
Entering Unmasked Estep 
Score: -17340290.000000 Penalty: 1163.324585
	Iteration 121Q: 3 clusters Score -1.734029e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 352285 members 
Entering Unmasked Estep 
Score: -17340118.000000 Penalty: 1163.324585
	Iteration 122Q: 3 clusters Score -1.734012e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 352506 members 
Entering Unmasked Estep 
Score: -17339908.000000 Penalty: 1163.324585
	Iteration 123Q: 3 clusters Score -1.733991e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 352678 members 
Entering Unmasked Estep 
Score: -17339718.000000 Penalty: 1163.324585
	Iteration 124Q: 3 clusters Score -1.733972e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 352830 members 
Entering Unmasked Estep 
Score: -17339558.000000 Penalty: 1163.324585
	Iteration 125Q: 3 clusters Score -1.733956e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 352962 members 
Entering Unmasked Estep 
Score: -17339334.000000 Penalty: 1163.324585
	Iteration 126Q: 3 clusters Score -1.733933e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 353062 members 
Entering Unmasked Estep 
Score: -17339158.000000 Penalty: 1163.324585
	Iteration 127Q: 3 clusters Score -1.733916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 353157 members 
Entering Unmasked Estep 
Score: -17339006.000000 Penalty: 1163.324585
	Iteration 128Q: 3 clusters Score -1.733901e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 353256 members 
Entering Unmasked Estep 
Score: -17338892.000000 Penalty: 1163.324585
	Iteration 129Q: 3 clusters Score -1.733889e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 353354 members 
Entering Unmasked Estep 
Score: -17338808.000000 Penalty: 1163.324585
	Iteration 130Q: 3 clusters Score -1.733881e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 353442 members 
Entering Unmasked Estep 
Score: -17338720.000000 Penalty: 1163.324585
	Iteration 131Q: 3 clusters Score -1.733872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 353519 members 
Entering Unmasked Estep 
Score: -17338616.000000 Penalty: 1163.324585
	Iteration 132Q: 3 clusters Score -1.733862e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 353598 members 
Entering Unmasked Estep 
Score: -17338494.000000 Penalty: 1163.324585
	Iteration 133Q: 3 clusters Score -1.733849e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 353662 members 
Entering Unmasked Estep 
Score: -17338442.000000 Penalty: 1163.324585
	Iteration 134Q: 3 clusters Score -1.733844e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 353721 members 
Entering Unmasked Estep 
Score: -17338380.000000 Penalty: 1163.324585
	Iteration 135Q: 3 clusters Score -1.733838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 353768 members 
Entering Unmasked Estep 
Score: -17338318.000000 Penalty: 1163.324585
	Iteration 136Q: 3 clusters Score -1.733832e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 353802 members 
Entering Unmasked Estep 
Score: -17338276.000000 Penalty: 1163.324585
	Iteration 137Q: 3 clusters Score -1.733828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 353828 members 
Entering Unmasked Estep 
Score: -17338262.000000 Penalty: 1163.324585
	Iteration 138Q: 3 clusters Score -1.733826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 353850 members 
Entering Unmasked Estep 
Score: -17338206.000000 Penalty: 1163.324585
	Iteration 139Q: 3 clusters Score -1.733821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 353879 members 
Entering Unmasked Estep 
Score: -17338186.000000 Penalty: 1163.324585
	Iteration 140F: 3 clusters Score -1.733819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 353895 members 
Entering Unmasked Estep 
Score: -17338152.000000 Penalty: 1163.324585
	Iteration 141Q: 3 clusters Score -1.733815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 353909 members 
Entering Unmasked Estep 
Score: -17338144.000000 Penalty: 1163.324585
	Iteration 142Q: 3 clusters Score -1.733814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 353919 members 
Entering Unmasked Estep 
Score: -17338128.000000 Penalty: 1163.324585
	Iteration 143Q: 3 clusters Score -1.733813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 353927 members 
Entering Unmasked Estep 
Score: -17338118.000000 Penalty: 1163.324585
	Iteration 144Q: 3 clusters Score -1.733812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 353932 members 
Entering Unmasked Estep 
Score: -17338118.000000 Penalty: 1163.324585
	Iteration 145Q: 3 clusters Score -1.733812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 353944 members 
Entering Unmasked Estep 
Score: -17338108.000000 Penalty: 1163.324585
	Iteration 146Q: 3 clusters Score -1.733811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 353949 members 
Entering Unmasked Estep 
Score: -17338098.000000 Penalty: 1163.324585
	Iteration 147Q: 3 clusters Score -1.73381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 353959 members 
Entering Unmasked Estep 
Score: -17338080.000000 Penalty: 1163.324585
	Iteration 148Q: 3 clusters Score -1.733808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 353970 members 
Entering Unmasked Estep 
Score: -17338074.000000 Penalty: 1163.324585
	Iteration 149Q: 3 clusters Score -1.733807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 353986 members 
Entering Unmasked Estep 
Score: -17338060.000000 Penalty: 1163.324585
	Iteration 150Q: 3 clusters Score -1.733806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 354003 members 
Entering Unmasked Estep 
Score: -17338044.000000 Penalty: 1163.324585
	Iteration 151Q: 3 clusters Score -1.733804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 354011 members 
Entering Unmasked Estep 
Score: -17338038.000000 Penalty: 1163.324585
	Iteration 152Q: 3 clusters Score -1.733804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 354018 members 
Entering Unmasked Estep 
Score: -17338032.000000 Penalty: 1163.324585
	Iteration 153Q: 3 clusters Score -1.733803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 354023 members 
Entering Unmasked Estep 
Score: -17338018.000000 Penalty: 1163.324585
	Iteration 154Q: 3 clusters Score -1.733802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 354031 members 
Entering Unmasked Estep 
Score: -17338018.000000 Penalty: 1163.324585
	Iteration 155Q: 3 clusters Score -1.733802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 354037 members 
Entering Unmasked Estep 
Score: -17338004.000000 Penalty: 1163.324585
	Iteration 156Q: 3 clusters Score -1.7338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 354043 members 
Entering Unmasked Estep 
Score: -17337992.000000 Penalty: 1163.324585
	Iteration 157Q: 3 clusters Score -1.733799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 354045 members 
Entering Unmasked Estep 
Score: -17337988.000000 Penalty: 1163.324585
	Iteration 158Q: 3 clusters Score -1.733799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 354045 members 
Entering Unmasked Estep 
Score: -17337982.000000 Penalty: 1163.324585
	Iteration 159Q: 3 clusters Score -1.733798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 354047 members 
Entering Unmasked Estep 
Score: -17337994.000000 Penalty: 1163.324585
	Iteration 160F: 3 clusters Score -1.733799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 354045 members 
Entering Unmasked Estep 
Score: -17337990.000000 Penalty: 1163.324585
	Iteration 161Q: 3 clusters Score -1.733799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 354046 members 
Entering Unmasked Estep 
Score: -17337996.000000 Penalty: 1163.324585
	Iteration 162Q: 3 clusters Score -1.7338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 354044 members 
Entering Unmasked Estep 
Score: -17337986.000000 Penalty: 1163.324585
	Iteration 163Q: 3 clusters Score -1.733799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 354050 members 
Entering Unmasked Estep 
Score: -17337984.000000 Penalty: 1163.324585
	Iteration 164Q: 3 clusters Score -1.733798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 354052 members 
Entering Unmasked Estep 
Score: -17337972.000000 Penalty: 1163.324585
	Iteration 165Q: 3 clusters Score -1.733797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 354053 members 
Entering Unmasked Estep 
Score: -17337978.000000 Penalty: 1163.324585
	Iteration 166Q: 3 clusters Score -1.733798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 354058 members 
Entering Unmasked Estep 
Score: -17337972.000000 Penalty: 1163.324585
	Iteration 167Q: 3 clusters Score -1.733797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 354063 members 
Entering Unmasked Estep 
Score: -17337956.000000 Penalty: 1163.324585
	Iteration 168Q: 3 clusters Score -1.733796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 354065 members 
Entering Unmasked Estep 
Score: -17337948.000000 Penalty: 1163.324585
	Iteration 169Q: 3 clusters Score -1.733795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 354067 members 
Entering Unmasked Estep 
Score: -17337948.000000 Penalty: 1163.324585
	Iteration 170Q: 3 clusters Score -1.733795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 354069 members 
Entering Unmasked Estep 
Score: -17337938.000000 Penalty: 1163.324585
	Iteration 171Q: 3 clusters Score -1.733794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 354070 members 
Entering Unmasked Estep 
Score: -17337942.000000 Penalty: 1163.324585
	Iteration 172Q: 3 clusters Score -1.733794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 354071 members 
Entering Unmasked Estep 
Score: -17337942.000000 Penalty: 1163.324585
	Iteration 173Q: 3 clusters Score -1.733794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 354071 members 
Entering Unmasked Estep 
Score: -17337942.000000 Penalty: 1163.324585
	Iteration 174F: 3 clusters Score -1.733794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 354071 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12272 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25282066.000000 Penalty: 11995.464844
Splitting cluster 9 changes total score from -25278076.000000 to -25282066.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (7978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Entering Unmasked Estep 
Score: -419268.937500 Penalty: 408.792145
	Iteration 0F: 2 clusters Score -419268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -413915.437500 Penalty: 817.584290
	Iteration 0F: 3 clusters Score -413915.4 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -416041.406250 Penalty: 817.584290
	Iteration 1F: 3 clusters Score -416041.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -416302.031250 Penalty: 817.584290
	Iteration 2F: 3 clusters Score -416302 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -416776.406250 Penalty: 817.584290
	Iteration 3F: 3 clusters Score -416776.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -417509.843750 Penalty: 817.584290
	Iteration 4F: 3 clusters Score -417509.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -418065.062500 Penalty: 817.584290
	Iteration 5F: 3 clusters Score -418065.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -418405.937500 Penalty: 817.584290
	Iteration 6Q: 3 clusters Score -418405.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -418610.593750 Penalty: 817.584290
	Iteration 7Q: 3 clusters Score -418610.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -418714.937500 Penalty: 817.584290
	Iteration 8Q: 3 clusters Score -418714.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -418781.250000 Penalty: 817.584290
	Iteration 9Q: 3 clusters Score -418781.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -418826.000000 Penalty: 817.584290
	Iteration 10Q: 3 clusters Score -418826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -418859.406250 Penalty: 817.584290
	Iteration 11Q: 3 clusters Score -418859.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -418882.343750 Penalty: 817.584290
	Iteration 12Q: 3 clusters Score -418882.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -418904.031250 Penalty: 817.584290
	Iteration 13Q: 3 clusters Score -418904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -418929.625000 Penalty: 817.584290
	Iteration 14Q: 3 clusters Score -418929.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -418946.437500 Penalty: 817.584290
	Iteration 15Q: 3 clusters Score -418946.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -418958.875000 Penalty: 817.584290
	Iteration 16Q: 3 clusters Score -418958.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -418961.468750 Penalty: 817.584290
	Iteration 17Q: 3 clusters Score -418961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -418963.781250 Penalty: 817.584290
	Iteration 18Q: 3 clusters Score -418963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -418964.843750 Penalty: 817.584290
	Iteration 19Q: 3 clusters Score -418964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -418965.312500 Penalty: 817.584290
	Iteration 20F: 3 clusters Score -418965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -418967.000000 Penalty: 817.584290
	Iteration 21Q: 3 clusters Score -418967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -418967.968750 Penalty: 817.584290
	Iteration 22Q: 3 clusters Score -418968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -418969.562500 Penalty: 817.584290
	Iteration 23Q: 3 clusters Score -418969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -418970.062500 Penalty: 817.584290
	Iteration 24Q: 3 clusters Score -418970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -418971.843750 Penalty: 817.584290
	Iteration 25Q: 3 clusters Score -418971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -418972.875000 Penalty: 817.584290
	Iteration 26Q: 3 clusters Score -418972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -418974.531250 Penalty: 817.584290
	Iteration 27Q: 3 clusters Score -418974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -418975.718750 Penalty: 817.584290
	Iteration 28Q: 3 clusters Score -418975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -418976.281250 Penalty: 817.584290
	Iteration 29Q: 3 clusters Score -418976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -418975.375000 Penalty: 817.584290
	Iteration 30Q: 3 clusters Score -418975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -418977.406250 Penalty: 817.584290
	Iteration 31Q: 3 clusters Score -418977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -418978.843750 Penalty: 817.584290
	Iteration 32Q: 3 clusters Score -418978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -418978.718750 Penalty: 817.584290
	Iteration 33Q: 3 clusters Score -418978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -418979.218750 Penalty: 817.584290
	Iteration 34Q: 3 clusters Score -418979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -418979.625000 Penalty: 817.584290
	Iteration 35Q: 3 clusters Score -418979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -418980.500000 Penalty: 817.584290
	Iteration 36Q: 3 clusters Score -418980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -418980.906250 Penalty: 817.584290
	Iteration 37Q: 3 clusters Score -418980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -418982.218750 Penalty: 817.584290
	Iteration 38Q: 3 clusters Score -418982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -418983.000000 Penalty: 817.584290
	Iteration 39Q: 3 clusters Score -418983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -418984.250000 Penalty: 817.584290
	Iteration 40F: 3 clusters Score -418984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -418984.343750 Penalty: 817.584290
	Iteration 41Q: 3 clusters Score -418984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -418985.062500 Penalty: 817.584290
	Iteration 42Q: 3 clusters Score -418985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -418985.468750 Penalty: 817.584290
	Iteration 43Q: 3 clusters Score -418985.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -418985.468750 Penalty: 817.584290
	Iteration 44F: 3 clusters Score -418985.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -278973.687500 Penalty: 398.335846
	Iteration 0F: 2 clusters Score -278973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -274688.500000 Penalty: 796.671692
	Iteration 0F: 3 clusters Score -274688.5 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -276414.500000 Penalty: 796.671692
	Iteration 1F: 3 clusters Score -276414.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -276654.562500 Penalty: 796.671692
	Iteration 2F: 3 clusters Score -276654.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -276919.656250 Penalty: 796.671692
	Iteration 3F: 3 clusters Score -276919.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -277268.406250 Penalty: 796.671692
	Iteration 4F: 3 clusters Score -277268.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -277584.125000 Penalty: 796.671692
	Iteration 5F: 3 clusters Score -277584.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -277804.375000 Penalty: 796.671692
	Iteration 6F: 3 clusters Score -277804.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -277988.937500 Penalty: 796.671692
	Iteration 7Q: 3 clusters Score -277988.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -278139.500000 Penalty: 796.671692
	Iteration 8Q: 3 clusters Score -278139.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -278252.250000 Penalty: 796.671692
	Iteration 9Q: 3 clusters Score -278252.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -278339.937500 Penalty: 796.671692
	Iteration 10Q: 3 clusters Score -278339.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -278393.843750 Penalty: 796.671692
	Iteration 11Q: 3 clusters Score -278393.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -278433.437500 Penalty: 796.671692
	Iteration 12Q: 3 clusters Score -278433.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -278457.812500 Penalty: 796.671692
	Iteration 13Q: 3 clusters Score -278457.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -278480.312500 Penalty: 796.671692
	Iteration 14Q: 3 clusters Score -278480.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -278502.750000 Penalty: 796.671692
	Iteration 15Q: 3 clusters Score -278502.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -278521.812500 Penalty: 796.671692
	Iteration 16Q: 3 clusters Score -278521.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -278542.187500 Penalty: 796.671692
	Iteration 17Q: 3 clusters Score -278542.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -278562.625000 Penalty: 796.671692
	Iteration 18Q: 3 clusters Score -278562.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -278585.531250 Penalty: 796.671692
	Iteration 19Q: 3 clusters Score -278585.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -278604.625000 Penalty: 796.671692
	Iteration 20F: 3 clusters Score -278604.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -278627.468750 Penalty: 796.671692
	Iteration 21Q: 3 clusters Score -278627.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -278643.281250 Penalty: 796.671692
	Iteration 22Q: 3 clusters Score -278643.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -278662.156250 Penalty: 796.671692
	Iteration 23Q: 3 clusters Score -278662.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -278681.437500 Penalty: 796.671692
	Iteration 24Q: 3 clusters Score -278681.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -278696.531250 Penalty: 796.671692
	Iteration 25Q: 3 clusters Score -278696.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278709.468750 Penalty: 796.671692
	Iteration 26Q: 3 clusters Score -278709.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -278728.562500 Penalty: 796.671692
	Iteration 27Q: 3 clusters Score -278728.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -278749.156250 Penalty: 796.671692
	Iteration 28Q: 3 clusters Score -278749.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -278771.125000 Penalty: 796.671692
	Iteration 29Q: 3 clusters Score -278771.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -278788.937500 Penalty: 796.671692
	Iteration 30Q: 3 clusters Score -278788.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -278808.875000 Penalty: 796.671692
	Iteration 31Q: 3 clusters Score -278808.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278819.218750 Penalty: 796.671692
	Iteration 32Q: 3 clusters Score -278819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -278831.656250 Penalty: 796.671692
	Iteration 33Q: 3 clusters Score -278831.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -278843.031250 Penalty: 796.671692
	Iteration 34Q: 3 clusters Score -278843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -278852.062500 Penalty: 796.671692
	Iteration 35Q: 3 clusters Score -278852.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278859.625000 Penalty: 796.671692
	Iteration 36Q: 3 clusters Score -278859.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -278866.843750 Penalty: 796.671692
	Iteration 37Q: 3 clusters Score -278866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278872.312500 Penalty: 796.671692
	Iteration 38Q: 3 clusters Score -278872.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -278876.875000 Penalty: 796.671692
	Iteration 39Q: 3 clusters Score -278876.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -278882.125000 Penalty: 796.671692
	Iteration 40F: 3 clusters Score -278882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -278884.156250 Penalty: 796.671692
	Iteration 41Q: 3 clusters Score -278884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -278885.156250 Penalty: 796.671692
	Iteration 42Q: 3 clusters Score -278885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -278886.218750 Penalty: 796.671692
	Iteration 43Q: 3 clusters Score -278886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -278886.125000 Penalty: 796.671692
	Iteration 44Q: 3 clusters Score -278886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -278887.781250 Penalty: 796.671692
	Iteration 45Q: 3 clusters Score -278887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -278889.031250 Penalty: 796.671692
	Iteration 46Q: 3 clusters Score -278889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -278889.187500 Penalty: 796.671692
	Iteration 47Q: 3 clusters Score -278889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -278888.843750 Penalty: 796.671692
	Iteration 48Q: 3 clusters Score -278888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -278889.187500 Penalty: 796.671692
	Iteration 49Q: 3 clusters Score -278889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -278890.093750 Penalty: 796.671692
	Iteration 50Q: 3 clusters Score -278890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -278890.968750 Penalty: 796.671692
	Iteration 51Q: 3 clusters Score -278891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -278891.125000 Penalty: 796.671692
	Iteration 52Q: 3 clusters Score -278891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -278891.843750 Penalty: 796.671692
	Iteration 53Q: 3 clusters Score -278891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -278892.500000 Penalty: 796.671692
	Iteration 54Q: 3 clusters Score -278892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -278893.250000 Penalty: 796.671692
	Iteration 55Q: 3 clusters Score -278893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278893.125000 Penalty: 796.671692
	Iteration 56Q: 3 clusters Score -278893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278893.125000 Penalty: 796.671692
	Iteration 57F: 3 clusters Score -278893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -158737.125000 Penalty: 365.722931
	Iteration 0F: 2 clusters Score -158737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -156595.078125 Penalty: 731.445862
	Iteration 0F: 3 clusters Score -156595.1 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -157356.375000 Penalty: 731.445862
	Iteration 1F: 3 clusters Score -157356.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -157464.234375 Penalty: 731.445862
	Iteration 2F: 3 clusters Score -157464.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -157575.734375 Penalty: 731.445862
	Iteration 3F: 3 clusters Score -157575.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -157747.562500 Penalty: 731.445862
	Iteration 4F: 3 clusters Score -157747.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157929.328125 Penalty: 731.445862
	Iteration 5F: 3 clusters Score -157929.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -158044.859375 Penalty: 731.445862
	Iteration 6Q: 3 clusters Score -158044.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -158097.609375 Penalty: 731.445862
	Iteration 7Q: 3 clusters Score -158097.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158113.968750 Penalty: 731.445862
	Iteration 8Q: 3 clusters Score -158114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158122.312500 Penalty: 731.445862
	Iteration 9Q: 3 clusters Score -158122.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158131.125000 Penalty: 731.445862
	Iteration 10Q: 3 clusters Score -158131.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158144.000000 Penalty: 731.445862
	Iteration 11Q: 3 clusters Score -158144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158155.515625 Penalty: 731.445862
	Iteration 12Q: 3 clusters Score -158155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158163.468750 Penalty: 731.445862
	Iteration 13Q: 3 clusters Score -158163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -158174.671875 Penalty: 731.445862
	Iteration 14Q: 3 clusters Score -158174.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158185.984375 Penalty: 731.445862
	Iteration 15Q: 3 clusters Score -158186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158203.156250 Penalty: 731.445862
	Iteration 16Q: 3 clusters Score -158203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -158219.296875 Penalty: 731.445862
	Iteration 17Q: 3 clusters Score -158219.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -158237.937500 Penalty: 731.445862
	Iteration 18Q: 3 clusters Score -158237.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -158256.687500 Penalty: 731.445862
	Iteration 19Q: 3 clusters Score -158256.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -158272.062500 Penalty: 731.445862
	Iteration 20F: 3 clusters Score -158272.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -158284.828125 Penalty: 731.445862
	Iteration 21Q: 3 clusters Score -158284.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -158300.656250 Penalty: 731.445862
	Iteration 22Q: 3 clusters Score -158300.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -158319.812500 Penalty: 731.445862
	Iteration 23Q: 3 clusters Score -158319.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -158335.781250 Penalty: 731.445862
	Iteration 24Q: 3 clusters Score -158335.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -158346.359375 Penalty: 731.445862
	Iteration 25Q: 3 clusters Score -158346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -158353.671875 Penalty: 731.445862
	Iteration 26Q: 3 clusters Score -158353.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -158361.593750 Penalty: 731.445862
	Iteration 27Q: 3 clusters Score -158361.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -158367.156250 Penalty: 731.445862
	Iteration 28Q: 3 clusters Score -158367.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -158374.968750 Penalty: 731.445862
	Iteration 29Q: 3 clusters Score -158375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -158386.359375 Penalty: 731.445862
	Iteration 30Q: 3 clusters Score -158386.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -158394.031250 Penalty: 731.445862
	Iteration 31Q: 3 clusters Score -158394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -158397.515625 Penalty: 731.445862
	Iteration 32Q: 3 clusters Score -158397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -158399.421875 Penalty: 731.445862
	Iteration 33Q: 3 clusters Score -158399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -158400.062500 Penalty: 731.445862
	Iteration 34Q: 3 clusters Score -158400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -158400.468750 Penalty: 731.445862
	Iteration 35Q: 3 clusters Score -158400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -158400.687500 Penalty: 731.445862
	Iteration 36Q: 3 clusters Score -158400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -158401.078125 Penalty: 731.445862
	Iteration 37Q: 3 clusters Score -158401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -158401.796875 Penalty: 731.445862
	Iteration 38Q: 3 clusters Score -158401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -158401.796875 Penalty: 731.445862
	Iteration 39F: 3 clusters Score -158401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Entering Unmasked Estep 
Score: -648044.875000 Penalty: 433.197998
	Iteration 0F: 2 clusters Score -648044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -639094.500000 Penalty: 866.395996
	Iteration 0F: 3 clusters Score -639094.5 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -642804.687500 Penalty: 866.395996
	Iteration 1F: 3 clusters Score -642804.7 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -643266.500000 Penalty: 866.395996
	Iteration 2F: 3 clusters Score -643266.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -644030.000000 Penalty: 866.395996
	Iteration 3F: 3 clusters Score -644030 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -645207.187500 Penalty: 866.395996
	Iteration 4F: 3 clusters Score -645207.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -646326.437500 Penalty: 866.395996
	Iteration 5F: 3 clusters Score -646326.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -646986.187500 Penalty: 866.395996
	Iteration 6F: 3 clusters Score -646986.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -647355.437500 Penalty: 866.395996
	Iteration 7Q: 3 clusters Score -647355.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -647617.562500 Penalty: 866.395996
	Iteration 8Q: 3 clusters Score -647617.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -647850.625000 Penalty: 866.395996
	Iteration 9Q: 3 clusters Score -647850.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -647995.937500 Penalty: 866.395996
	Iteration 10Q: 3 clusters Score -647995.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -648079.187500 Penalty: 866.395996
	Iteration 11Q: 3 clusters Score -648079.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -648132.500000 Penalty: 866.395996
	Iteration 12Q: 3 clusters Score -648132.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -648169.250000 Penalty: 866.395996
	Iteration 13Q: 3 clusters Score -648169.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -648190.750000 Penalty: 866.395996
	Iteration 14Q: 3 clusters Score -648190.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -648203.187500 Penalty: 866.395996
	Iteration 15Q: 3 clusters Score -648203.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -648210.937500 Penalty: 866.395996
	Iteration 16Q: 3 clusters Score -648210.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -648213.375000 Penalty: 866.395996
	Iteration 17Q: 3 clusters Score -648213.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -648215.937500 Penalty: 866.395996
	Iteration 18Q: 3 clusters Score -648215.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -648219.687500 Penalty: 866.395996
	Iteration 19Q: 3 clusters Score -648219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -648220.250000 Penalty: 866.395996
	Iteration 20F: 3 clusters Score -648220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -648221.750000 Penalty: 866.395996
	Iteration 21Q: 3 clusters Score -648221.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -648223.312500 Penalty: 866.395996
	Iteration 22Q: 3 clusters Score -648223.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -648224.312500 Penalty: 866.395996
	Iteration 23Q: 3 clusters Score -648224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -648224.500000 Penalty: 866.395996
	Iteration 24Q: 3 clusters Score -648224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -648224.437500 Penalty: 866.395996
	Iteration 25Q: 3 clusters Score -648224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -648224.562500 Penalty: 866.395996
	Iteration 26Q: 3 clusters Score -648224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -648225.000000 Penalty: 866.395996
	Iteration 27Q: 3 clusters Score -648225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -648224.875000 Penalty: 866.395996
	Iteration 28Q: 3 clusters Score -648224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -648225.125000 Penalty: 866.395996
	Iteration 29Q: 3 clusters Score -648225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -648225.937500 Penalty: 866.395996
	Iteration 30Q: 3 clusters Score -648225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -648225.000000 Penalty: 866.395996
	Iteration 31Q: 3 clusters Score -648225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -648225.187500 Penalty: 866.395996
	Iteration 32Q: 3 clusters Score -648225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -648224.937500 Penalty: 866.395996
	Iteration 33Q: 3 clusters Score -648224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -648224.937500 Penalty: 866.395996
	Iteration 34F: 3 clusters Score -648224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 354071 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 12272 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25282036.000000 Penalty: 12595.238281
Splitting cluster 14 changes total score from -25278076.000000 to -25282036.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -135910.921875 Penalty: 362.637238
	Iteration 0F: 2 clusters Score -135910.9 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 1460 members 
Entering Unmasked Estep 
Score: -133904.765625 Penalty: 725.274475
	Iteration 0F: 3 clusters Score -133904.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -134513.328125 Penalty: 725.274475
	Iteration 1F: 3 clusters Score -134513.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -134574.687500 Penalty: 725.274475
	Iteration 2F: 3 clusters Score -134574.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -134625.265625 Penalty: 725.274475
	Iteration 3Q: 3 clusters Score -134625.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -134663.328125 Penalty: 725.274475
	Iteration 4Q: 3 clusters Score -134663.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -134705.609375 Penalty: 725.274475
	Iteration 5Q: 3 clusters Score -134705.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -134748.171875 Penalty: 725.274475
	Iteration 6Q: 3 clusters Score -134748.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -134815.375000 Penalty: 725.274475
	Iteration 7Q: 3 clusters Score -134815.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -134920.421875 Penalty: 725.274475
	Iteration 8F: 3 clusters Score -134920.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -135038.578125 Penalty: 725.274475
	Iteration 9F: 3 clusters Score -135038.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -135155.109375 Penalty: 725.274475
	Iteration 10F: 3 clusters Score -135155.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -135291.109375 Penalty: 725.274475
	Iteration 11F: 3 clusters Score -135291.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -135409.609375 Penalty: 725.274475
	Iteration 12Q: 3 clusters Score -135409.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -135508.781250 Penalty: 725.274475
	Iteration 13Q: 3 clusters Score -135508.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -135590.281250 Penalty: 725.274475
	Iteration 14Q: 3 clusters Score -135590.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -135631.265625 Penalty: 725.274475
	Iteration 15Q: 3 clusters Score -135631.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -135653.328125 Penalty: 725.274475
	Iteration 16Q: 3 clusters Score -135653.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -135658.609375 Penalty: 725.274475
	Iteration 17Q: 3 clusters Score -135658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -135663.375000 Penalty: 725.274475
	Iteration 18Q: 3 clusters Score -135663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -135665.828125 Penalty: 725.274475
	Iteration 19Q: 3 clusters Score -135665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -135666.984375 Penalty: 725.274475
	Iteration 20F: 3 clusters Score -135667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -135667.875000 Penalty: 725.274475
	Iteration 21Q: 3 clusters Score -135667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135668.703125 Penalty: 725.274475
	Iteration 22Q: 3 clusters Score -135668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135670.843750 Penalty: 725.274475
	Iteration 23Q: 3 clusters Score -135670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135673.500000 Penalty: 725.274475
	Iteration 24Q: 3 clusters Score -135673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -135674.437500 Penalty: 725.274475
	Iteration 25Q: 3 clusters Score -135674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135675.078125 Penalty: 725.274475
	Iteration 26Q: 3 clusters Score -135675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135676.140625 Penalty: 725.274475
	Iteration 27Q: 3 clusters Score -135676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -135676.140625 Penalty: 725.274475
	Iteration 28F: 3 clusters Score -135676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -4521.206055 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -4521.206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4309.078125 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4309.078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4337.060059 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4337.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4343.792480 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -4343.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -446768.125000 Penalty: 411.207794
	Iteration 0F: 2 clusters Score -446768.1 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 4234 members 
Entering Unmasked Estep 
Score: -441139.875000 Penalty: 822.415588
	Iteration 0F: 3 clusters Score -441139.9 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -443390.468750 Penalty: 822.415588
	Iteration 1F: 3 clusters Score -443390.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -443755.375000 Penalty: 822.415588
	Iteration 2F: 3 clusters Score -443755.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -444281.468750 Penalty: 822.415588
	Iteration 3F: 3 clusters Score -444281.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -444927.562500 Penalty: 822.415588
	Iteration 4F: 3 clusters Score -444927.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -445586.156250 Penalty: 822.415588
	Iteration 5F: 3 clusters Score -445586.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -446024.937500 Penalty: 822.415588
	Iteration 6F: 3 clusters Score -446024.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -446169.718750 Penalty: 822.415588
	Iteration 7Q: 3 clusters Score -446169.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -446229.343750 Penalty: 822.415588
	Iteration 8Q: 3 clusters Score -446229.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -446255.093750 Penalty: 822.415588
	Iteration 9Q: 3 clusters Score -446255.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -446271.656250 Penalty: 822.415588
	Iteration 10Q: 3 clusters Score -446271.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -446287.031250 Penalty: 822.415588
	Iteration 11Q: 3 clusters Score -446287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -446298.843750 Penalty: 822.415588
	Iteration 12Q: 3 clusters Score -446298.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -446304.656250 Penalty: 822.415588
	Iteration 13Q: 3 clusters Score -446304.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -446311.343750 Penalty: 822.415588
	Iteration 14Q: 3 clusters Score -446311.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -446318.250000 Penalty: 822.415588
	Iteration 15Q: 3 clusters Score -446318.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -446322.125000 Penalty: 822.415588
	Iteration 16Q: 3 clusters Score -446322.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -446325.000000 Penalty: 822.415588
	Iteration 17Q: 3 clusters Score -446325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -446328.375000 Penalty: 822.415588
	Iteration 18Q: 3 clusters Score -446328.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -446334.000000 Penalty: 822.415588
	Iteration 19Q: 3 clusters Score -446334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -446334.906250 Penalty: 822.415588
	Iteration 20F: 3 clusters Score -446334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -446335.937500 Penalty: 822.415588
	Iteration 21Q: 3 clusters Score -446335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -446336.468750 Penalty: 822.415588
	Iteration 22Q: 3 clusters Score -446336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -446338.343750 Penalty: 822.415588
	Iteration 23Q: 3 clusters Score -446338.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -446340.562500 Penalty: 822.415588
	Iteration 24Q: 3 clusters Score -446340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -446344.656250 Penalty: 822.415588
	Iteration 25Q: 3 clusters Score -446344.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -446346.093750 Penalty: 822.415588
	Iteration 26Q: 3 clusters Score -446346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -446346.093750 Penalty: 822.415588
	Iteration 27Q: 3 clusters Score -446346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -446347.781250 Penalty: 822.415588
	Iteration 28Q: 3 clusters Score -446347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -446347.343750 Penalty: 822.415588
	Iteration 29Q: 3 clusters Score -446347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -446347.531250 Penalty: 822.415588
	Iteration 30Q: 3 clusters Score -446347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -446347.937500 Penalty: 822.415588
	Iteration 31Q: 3 clusters Score -446347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -446348.375000 Penalty: 822.415588
	Iteration 32Q: 3 clusters Score -446348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -446348.437500 Penalty: 822.415588
	Iteration 33Q: 3 clusters Score -446348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -446348.500000 Penalty: 822.415588
	Iteration 34Q: 3 clusters Score -446348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -446349.468750 Penalty: 822.415588
	Iteration 35Q: 3 clusters Score -446349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -446349.625000 Penalty: 822.415588
	Iteration 36Q: 3 clusters Score -446349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -446349.687500 Penalty: 822.415588
	Iteration 37Q: 3 clusters Score -446349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -446350.218750 Penalty: 822.415588
	Iteration 38Q: 3 clusters Score -446350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -446350.062500 Penalty: 822.415588
	Iteration 39Q: 3 clusters Score -446350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -446350.062500 Penalty: 822.415588
	Iteration 40F: 3 clusters Score -446350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Entering Unmasked Estep 
Score: -1462228.250000 Penalty: 469.125549
	Iteration 0F: 2 clusters Score -1462228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1442019.250000 Penalty: 938.251099
	Iteration 0F: 3 clusters Score -1442019 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1450291.750000 Penalty: 938.251099
	Iteration 1F: 3 clusters Score -1450292 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1450512.625000 Penalty: 938.251099
	Iteration 2Q: 3 clusters Score -1450513 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1450772.250000 Penalty: 938.251099
	Iteration 3Q: 3 clusters Score -1450772 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1451089.875000 Penalty: 938.251099
	Iteration 4Q: 3 clusters Score -1451090 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1451547.875000 Penalty: 938.251099
	Iteration 5Q: 3 clusters Score -1451548 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1452183.250000 Penalty: 938.251099
	Iteration 6Q: 3 clusters Score -1452183 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1453156.750000 Penalty: 938.251099
	Iteration 7F: 3 clusters Score -1453157 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1454505.250000 Penalty: 938.251099
	Iteration 8F: 3 clusters Score -1454505 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1455777.250000 Penalty: 938.251099
	Iteration 9F: 3 clusters Score -1455777 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1456452.625000 Penalty: 938.251099
	Iteration 10Q: 3 clusters Score -1456453 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1456707.875000 Penalty: 938.251099
	Iteration 11Q: 3 clusters Score -1456708 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1456832.375000 Penalty: 938.251099
	Iteration 12Q: 3 clusters Score -1456832 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1456923.125000 Penalty: 938.251099
	Iteration 13Q: 3 clusters Score -1456923 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1457032.000000 Penalty: 938.251099
	Iteration 14Q: 3 clusters Score -1457032 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1457150.375000 Penalty: 938.251099
	Iteration 15Q: 3 clusters Score -1457150 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1457291.625000 Penalty: 938.251099
	Iteration 16Q: 3 clusters Score -1457292 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1457462.875000 Penalty: 938.251099
	Iteration 17Q: 3 clusters Score -1457463 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -1457644.750000 Penalty: 938.251099
	Iteration 18Q: 3 clusters Score -1457645 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1457836.875000 Penalty: 938.251099
	Iteration 19Q: 3 clusters Score -1457837 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -1458068.250000 Penalty: 938.251099
	Iteration 20F: 3 clusters Score -1458068 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -1458303.125000 Penalty: 938.251099
	Iteration 21Q: 3 clusters Score -1458303 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1458579.125000 Penalty: 938.251099
	Iteration 22Q: 3 clusters Score -1458579 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -1458875.125000 Penalty: 938.251099
	Iteration 23Q: 3 clusters Score -1458875 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -1459189.500000 Penalty: 938.251099
	Iteration 24Q: 3 clusters Score -1459190 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -1459534.125000 Penalty: 938.251099
	Iteration 25Q: 3 clusters Score -1459534 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -1459879.875000 Penalty: 938.251099
	Iteration 26Q: 3 clusters Score -1459880 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1460212.625000 Penalty: 938.251099
	Iteration 27Q: 3 clusters Score -1460213 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -1460538.500000 Penalty: 938.251099
	Iteration 28Q: 3 clusters Score -1460538 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -1460824.375000 Penalty: 938.251099
	Iteration 29Q: 3 clusters Score -1460824 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -1461069.125000 Penalty: 938.251099
	Iteration 30Q: 3 clusters Score -1461069 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -1461277.500000 Penalty: 938.251099
	Iteration 31Q: 3 clusters Score -1461278 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -1461458.375000 Penalty: 938.251099
	Iteration 32Q: 3 clusters Score -1461458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -1461625.250000 Penalty: 938.251099
	Iteration 33Q: 3 clusters Score -1461625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1461734.125000 Penalty: 938.251099
	Iteration 34Q: 3 clusters Score -1461734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -1461798.125000 Penalty: 938.251099
	Iteration 35Q: 3 clusters Score -1461798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -1461835.625000 Penalty: 938.251099
	Iteration 36Q: 3 clusters Score -1461836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -1461863.125000 Penalty: 938.251099
	Iteration 37Q: 3 clusters Score -1461863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -1461878.000000 Penalty: 938.251099
	Iteration 38Q: 3 clusters Score -1461878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -1461890.875000 Penalty: 938.251099
	Iteration 39Q: 3 clusters Score -1461891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -1461898.125000 Penalty: 938.251099
	Iteration 40F: 3 clusters Score -1461898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1461900.875000 Penalty: 938.251099
	Iteration 41Q: 3 clusters Score -1461901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -1461906.250000 Penalty: 938.251099
	Iteration 42Q: 3 clusters Score -1461906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -1461909.375000 Penalty: 938.251099
	Iteration 43Q: 3 clusters Score -1461909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -1461910.250000 Penalty: 938.251099
	Iteration 44Q: 3 clusters Score -1461910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1461909.500000 Penalty: 938.251099
	Iteration 45Q: 3 clusters Score -1461910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1461912.000000 Penalty: 938.251099
	Iteration 46Q: 3 clusters Score -1461912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1461911.250000 Penalty: 938.251099
	Iteration 47Q: 3 clusters Score -1461911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1461911.250000 Penalty: 938.251099
	Iteration 48F: 3 clusters Score -1461911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -64129.066406 Penalty: 332.048462
	Iteration 0F: 2 clusters Score -64129.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -63150.695312 Penalty: 664.096924
	Iteration 0F: 3 clusters Score -63150.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64080.894531 Penalty: 664.096924
	Iteration 1F: 3 clusters Score -64080.89 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64508.718750 Penalty: 664.096924
	Iteration 2F: 3 clusters Score -64508.72 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64608.031250 Penalty: 664.096924
	Iteration 3F: 3 clusters Score -64608.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64655.441406 Penalty: 664.096924
	Iteration 4Q: 3 clusters Score -64655.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64734.781250 Penalty: 664.096924
	Iteration 5Q: 3 clusters Score -64734.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64787.308594 Penalty: 664.096924
	Iteration 6Q: 3 clusters Score -64787.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64802.566406 Penalty: 664.096924
	Iteration 7Q: 3 clusters Score -64802.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64812.566406 Penalty: 664.096924
	Iteration 8Q: 3 clusters Score -64812.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64825.882812 Penalty: 664.096924
	Iteration 9Q: 3 clusters Score -64825.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64835.058594 Penalty: 664.096924
	Iteration 10Q: 3 clusters Score -64835.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64850.929688 Penalty: 664.096924
	Iteration 11Q: 3 clusters Score -64850.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64864.308594 Penalty: 664.096924
	Iteration 12Q: 3 clusters Score -64864.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64890.726562 Penalty: 664.096924
	Iteration 13Q: 3 clusters Score -64890.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64927.199219 Penalty: 664.096924
	Iteration 14Q: 3 clusters Score -64927.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64978.781250 Penalty: 664.096924
	Iteration 15Q: 3 clusters Score -64978.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -65051.023438 Penalty: 664.096924
	Iteration 16F: 3 clusters Score -65051.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65157.140625 Penalty: 664.096924
	Iteration 17F: 3 clusters Score -65157.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -65257.937500 Penalty: 664.096924
	Iteration 18F: 3 clusters Score -65257.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -65347.085938 Penalty: 664.096924
	Iteration 19F: 3 clusters Score -65347.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -65395.359375 Penalty: 664.096924
	Iteration 20F: 3 clusters Score -65395.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -65402.121094 Penalty: 664.096924
	Iteration 21Q: 3 clusters Score -65402.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -65402.792969 Penalty: 664.096924
	Iteration 22Q: 3 clusters Score -65402.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -65403.734375 Penalty: 664.096924
	Iteration 23Q: 3 clusters Score -65403.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -65403.972656 Penalty: 664.096924
	Iteration 24Q: 3 clusters Score -65403.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -65403.972656 Penalty: 664.096924
	Iteration 25F: 3 clusters Score -65403.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 354071 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 12272 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25283070.000000 Penalty: 13195.011719
Splitting cluster 21 changes total score from -25278076.000000 to -25283070.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 22 (12272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Entering Unmasked Estep 
Score: -579029.750000 Penalty: 428.385925
	Iteration 0F: 2 clusters Score -579029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -570769.437500 Penalty: 856.771851
	Iteration 0F: 3 clusters Score -570769.4 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -573921.000000 Penalty: 856.771851
	Iteration 1F: 3 clusters Score -573921 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -574012.750000 Penalty: 856.771851
	Iteration 2Q: 3 clusters Score -574012.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -574133.312500 Penalty: 856.771851
	Iteration 3Q: 3 clusters Score -574133.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -574366.250000 Penalty: 856.771851
	Iteration 4Q: 3 clusters Score -574366.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -574815.437500 Penalty: 856.771851
	Iteration 5F: 3 clusters Score -574815.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -575585.875000 Penalty: 856.771851
	Iteration 6F: 3 clusters Score -575585.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -576658.187500 Penalty: 856.771851
	Iteration 7F: 3 clusters Score -576658.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -577654.187500 Penalty: 856.771851
	Iteration 8F: 3 clusters Score -577654.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -578352.812500 Penalty: 856.771851
	Iteration 9Q: 3 clusters Score -578352.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -578687.625000 Penalty: 856.771851
	Iteration 10Q: 3 clusters Score -578687.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -578817.625000 Penalty: 856.771851
	Iteration 11Q: 3 clusters Score -578817.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -578883.937500 Penalty: 856.771851
	Iteration 12Q: 3 clusters Score -578883.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -578910.187500 Penalty: 856.771851
	Iteration 13Q: 3 clusters Score -578910.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -578929.062500 Penalty: 856.771851
	Iteration 14Q: 3 clusters Score -578929.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -578943.687500 Penalty: 856.771851
	Iteration 15Q: 3 clusters Score -578943.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -578950.437500 Penalty: 856.771851
	Iteration 16Q: 3 clusters Score -578950.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -578958.625000 Penalty: 856.771851
	Iteration 17Q: 3 clusters Score -578958.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -578963.625000 Penalty: 856.771851
	Iteration 18Q: 3 clusters Score -578963.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -578969.937500 Penalty: 856.771851
	Iteration 19Q: 3 clusters Score -578969.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -578970.562500 Penalty: 856.771851
	Iteration 20F: 3 clusters Score -578970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -578974.875000 Penalty: 856.771851
	Iteration 21Q: 3 clusters Score -578974.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -578978.812500 Penalty: 856.771851
	Iteration 22Q: 3 clusters Score -578978.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -578984.375000 Penalty: 856.771851
	Iteration 23Q: 3 clusters Score -578984.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -578987.187500 Penalty: 856.771851
	Iteration 24Q: 3 clusters Score -578987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -578988.500000 Penalty: 856.771851
	Iteration 25Q: 3 clusters Score -578988.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -578991.437500 Penalty: 856.771851
	Iteration 26Q: 3 clusters Score -578991.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -578995.437500 Penalty: 856.771851
	Iteration 27Q: 3 clusters Score -578995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -578999.187500 Penalty: 856.771851
	Iteration 28Q: 3 clusters Score -578999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -579001.875000 Penalty: 856.771851
	Iteration 29Q: 3 clusters Score -579001.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -579003.500000 Penalty: 856.771851
	Iteration 30Q: 3 clusters Score -579003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -579005.062500 Penalty: 856.771851
	Iteration 31Q: 3 clusters Score -579005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -579006.250000 Penalty: 856.771851
	Iteration 32Q: 3 clusters Score -579006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -579007.125000 Penalty: 856.771851
	Iteration 33Q: 3 clusters Score -579007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -579009.250000 Penalty: 856.771851
	Iteration 34Q: 3 clusters Score -579009.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -579010.062500 Penalty: 856.771851
	Iteration 35Q: 3 clusters Score -579010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -579010.937500 Penalty: 856.771851
	Iteration 36Q: 3 clusters Score -579010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -579011.000000 Penalty: 856.771851
	Iteration 37Q: 3 clusters Score -579011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -579012.125000 Penalty: 856.771851
	Iteration 38Q: 3 clusters Score -579012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -579013.562500 Penalty: 856.771851
	Iteration 39Q: 3 clusters Score -579013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -579013.062500 Penalty: 856.771851
	Iteration 40F: 3 clusters Score -579013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -579014.500000 Penalty: 856.771851
	Iteration 41Q: 3 clusters Score -579014.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -579016.375000 Penalty: 856.771851
	Iteration 42Q: 3 clusters Score -579016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -579015.625000 Penalty: 856.771851
	Iteration 43Q: 3 clusters Score -579015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -579017.250000 Penalty: 856.771851
	Iteration 44Q: 3 clusters Score -579017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -579017.562500 Penalty: 856.771851
	Iteration 45Q: 3 clusters Score -579017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -579016.187500 Penalty: 856.771851
	Iteration 46Q: 3 clusters Score -579016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -579017.062500 Penalty: 856.771851
	Iteration 47Q: 3 clusters Score -579017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -579017.750000 Penalty: 856.771851
	Iteration 48Q: 3 clusters Score -579017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -579017.500000 Penalty: 856.771851
	Iteration 49Q: 3 clusters Score -579017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -579018.750000 Penalty: 856.771851
	Iteration 50Q: 3 clusters Score -579018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -579019.312500 Penalty: 856.771851
	Iteration 51Q: 3 clusters Score -579019.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -579019.937500 Penalty: 856.771851
	Iteration 52Q: 3 clusters Score -579019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -579020.062500 Penalty: 856.771851
	Iteration 53Q: 3 clusters Score -579020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -579019.687500 Penalty: 856.771851
	Iteration 54Q: 3 clusters Score -579019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -579022.187500 Penalty: 856.771851
	Iteration 55Q: 3 clusters Score -579022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -579023.312500 Penalty: 856.771851
	Iteration 56Q: 3 clusters Score -579023.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -579025.500000 Penalty: 856.771851
	Iteration 57Q: 3 clusters Score -579025.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -579027.375000 Penalty: 856.771851
	Iteration 58Q: 3 clusters Score -579027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -579028.312500 Penalty: 856.771851
	Iteration 59Q: 3 clusters Score -579028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -579029.312500 Penalty: 856.771851
	Iteration 60F: 3 clusters Score -579029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -579030.250000 Penalty: 856.771851
	Iteration 61Q: 3 clusters Score -579030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -579032.250000 Penalty: 856.771851
	Iteration 62Q: 3 clusters Score -579032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -579034.375000 Penalty: 856.771851
	Iteration 63Q: 3 clusters Score -579034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -579036.812500 Penalty: 856.771851
	Iteration 64Q: 3 clusters Score -579036.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -579038.562500 Penalty: 856.771851
	Iteration 65Q: 3 clusters Score -579038.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -579039.437500 Penalty: 856.771851
	Iteration 66Q: 3 clusters Score -579039.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -579042.687500 Penalty: 856.771851
	Iteration 67Q: 3 clusters Score -579042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -579041.500000 Penalty: 856.771851
	Iteration 68Q: 3 clusters Score -579041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -579045.375000 Penalty: 856.771851
	Iteration 69Q: 3 clusters Score -579045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -579044.562500 Penalty: 856.771851
	Iteration 70Q: 3 clusters Score -579044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -579047.562500 Penalty: 856.771851
	Iteration 71Q: 3 clusters Score -579047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -579047.562500 Penalty: 856.771851
	Iteration 72Q: 3 clusters Score -579047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -579049.062500 Penalty: 856.771851
	Iteration 73Q: 3 clusters Score -579049.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -579054.125000 Penalty: 856.771851
	Iteration 74Q: 3 clusters Score -579054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -579057.125000 Penalty: 856.771851
	Iteration 75Q: 3 clusters Score -579057.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -579059.375000 Penalty: 856.771851
	Iteration 76Q: 3 clusters Score -579059.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -579060.125000 Penalty: 856.771851
	Iteration 77Q: 3 clusters Score -579060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -579061.687500 Penalty: 856.771851
	Iteration 78Q: 3 clusters Score -579061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -579063.875000 Penalty: 856.771851
	Iteration 79Q: 3 clusters Score -579063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -579068.500000 Penalty: 856.771851
	Iteration 80F: 3 clusters Score -579068.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -579070.375000 Penalty: 856.771851
	Iteration 81Q: 3 clusters Score -579070.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -579073.500000 Penalty: 856.771851
	Iteration 82Q: 3 clusters Score -579073.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -579074.250000 Penalty: 856.771851
	Iteration 83Q: 3 clusters Score -579074.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -579075.125000 Penalty: 856.771851
	Iteration 84Q: 3 clusters Score -579075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -579076.937500 Penalty: 856.771851
	Iteration 85Q: 3 clusters Score -579076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -579080.312500 Penalty: 856.771851
	Iteration 86Q: 3 clusters Score -579080.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -579082.437500 Penalty: 856.771851
	Iteration 87Q: 3 clusters Score -579082.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -579083.687500 Penalty: 856.771851
	Iteration 88Q: 3 clusters Score -579083.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -579085.250000 Penalty: 856.771851
	Iteration 89Q: 3 clusters Score -579085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -579088.625000 Penalty: 856.771851
	Iteration 90Q: 3 clusters Score -579088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -579089.187500 Penalty: 856.771851
	Iteration 91Q: 3 clusters Score -579089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -579087.812500 Penalty: 856.771851
	Iteration 92Q: 3 clusters Score -579087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -579087.937500 Penalty: 856.771851
	Iteration 93Q: 3 clusters Score -579087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -579087.875000 Penalty: 856.771851
	Iteration 94Q: 3 clusters Score -579087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -579087.500000 Penalty: 856.771851
	Iteration 95Q: 3 clusters Score -579087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -579087.625000 Penalty: 856.771851
	Iteration 96Q: 3 clusters Score -579087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -579087.500000 Penalty: 856.771851
	Iteration 97Q: 3 clusters Score -579087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -579087.500000 Penalty: 856.771851
	Iteration 98F: 3 clusters Score -579087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 354071 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 18 contains 9955 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
Score: -25282976.000000 Penalty: 13794.784180
Splitting cluster 22 changes total score from -25278076.000000 to -25282976.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 23 (68726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Entering Unmasked Estep 
Score: -3491228.000000 Penalty: 506.773682
	Iteration 0F: 2 clusters Score -3491228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3444866.500000 Penalty: 1013.547363
	Iteration 0F: 3 clusters Score -3444866 nChanged 33597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3465367.000000 Penalty: 1013.547363
	Iteration 1F: 3 clusters Score -3465367 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3466698.250000 Penalty: 1013.547363
	Iteration 2Q: 3 clusters Score -3466698 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -3468859.750000 Penalty: 1013.547363
	Iteration 3F: 3 clusters Score -3468860 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -3472121.500000 Penalty: 1013.547363
	Iteration 4F: 3 clusters Score -3472122 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -3476028.500000 Penalty: 1013.547363
	Iteration 5F: 3 clusters Score -3476028 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -3479426.750000 Penalty: 1013.547363
	Iteration 6F: 3 clusters Score -3479427 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -3481426.000000 Penalty: 1013.547363
	Iteration 7F: 3 clusters Score -3481426 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -3482407.000000 Penalty: 1013.547363
	Iteration 8Q: 3 clusters Score -3482407 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -3482935.500000 Penalty: 1013.547363
	Iteration 9Q: 3 clusters Score -3482936 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -3483386.250000 Penalty: 1013.547363
	Iteration 10Q: 3 clusters Score -3483386 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -3483790.000000 Penalty: 1013.547363
	Iteration 11Q: 3 clusters Score -3483790 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -3484143.250000 Penalty: 1013.547363
	Iteration 12Q: 3 clusters Score -3484143 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -3484463.000000 Penalty: 1013.547363
	Iteration 13Q: 3 clusters Score -3484463 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -3484789.750000 Penalty: 1013.547363
	Iteration 14Q: 3 clusters Score -3484790 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -3485080.500000 Penalty: 1013.547363
	Iteration 15Q: 3 clusters Score -3485080 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -3485389.250000 Penalty: 1013.547363
	Iteration 16Q: 3 clusters Score -3485389 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -3485684.500000 Penalty: 1013.547363
	Iteration 17Q: 3 clusters Score -3485684 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -3485938.000000 Penalty: 1013.547363
	Iteration 18Q: 3 clusters Score -3485938 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -3486194.500000 Penalty: 1013.547363
	Iteration 19Q: 3 clusters Score -3486194 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -3486451.000000 Penalty: 1013.547363
	Iteration 20F: 3 clusters Score -3486451 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -3486696.000000 Penalty: 1013.547363
	Iteration 21Q: 3 clusters Score -3486696 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -3486964.500000 Penalty: 1013.547363
	Iteration 22Q: 3 clusters Score -3486964 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -3487265.500000 Penalty: 1013.547363
	Iteration 23Q: 3 clusters Score -3487266 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -3487543.250000 Penalty: 1013.547363
	Iteration 24Q: 3 clusters Score -3487543 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -3487849.250000 Penalty: 1013.547363
	Iteration 25Q: 3 clusters Score -3487849 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -3488180.750000 Penalty: 1013.547363
	Iteration 26Q: 3 clusters Score -3488181 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -3488479.250000 Penalty: 1013.547363
	Iteration 27Q: 3 clusters Score -3488479 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -3488738.500000 Penalty: 1013.547363
	Iteration 28Q: 3 clusters Score -3488738 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -3488992.750000 Penalty: 1013.547363
	Iteration 29Q: 3 clusters Score -3488993 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -3489219.500000 Penalty: 1013.547363
	Iteration 30Q: 3 clusters Score -3489220 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -3489419.500000 Penalty: 1013.547363
	Iteration 31Q: 3 clusters Score -3489420 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -3489575.500000 Penalty: 1013.547363
	Iteration 32Q: 3 clusters Score -3489576 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -3489691.500000 Penalty: 1013.547363
	Iteration 33Q: 3 clusters Score -3489692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -3489814.250000 Penalty: 1013.547363
	Iteration 34Q: 3 clusters Score -3489814 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -3489916.000000 Penalty: 1013.547363
	Iteration 35Q: 3 clusters Score -3489916 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -3490008.000000 Penalty: 1013.547363
	Iteration 36Q: 3 clusters Score -3490008 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -3490078.500000 Penalty: 1013.547363
	Iteration 37Q: 3 clusters Score -3490078 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -3490154.500000 Penalty: 1013.547363
	Iteration 38Q: 3 clusters Score -3490154 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -3490236.500000 Penalty: 1013.547363
	Iteration 39Q: 3 clusters Score -3490236 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -3490313.750000 Penalty: 1013.547363
	Iteration 40F: 3 clusters Score -3490314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -3490385.000000 Penalty: 1013.547363
	Iteration 41Q: 3 clusters Score -3490385 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -3490447.500000 Penalty: 1013.547363
	Iteration 42Q: 3 clusters Score -3490448 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -3490498.250000 Penalty: 1013.547363
	Iteration 43Q: 3 clusters Score -3490498 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -3490541.750000 Penalty: 1013.547363
	Iteration 44Q: 3 clusters Score -3490542 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -3490608.750000 Penalty: 1013.547363
	Iteration 45Q: 3 clusters Score -3490609 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -3490650.250000 Penalty: 1013.547363
	Iteration 46Q: 3 clusters Score -3490650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -3490695.000000 Penalty: 1013.547363
	Iteration 47Q: 3 clusters Score -3490695 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -3490741.500000 Penalty: 1013.547363
	Iteration 48Q: 3 clusters Score -3490742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -3490777.500000 Penalty: 1013.547363
	Iteration 49Q: 3 clusters Score -3490778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -3490811.000000 Penalty: 1013.547363
	Iteration 50Q: 3 clusters Score -3490811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -3490847.750000 Penalty: 1013.547363
	Iteration 51Q: 3 clusters Score -3490848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -3490871.750000 Penalty: 1013.547363
	Iteration 52Q: 3 clusters Score -3490872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -3490890.750000 Penalty: 1013.547363
	Iteration 53Q: 3 clusters Score -3490891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -3490894.000000 Penalty: 1013.547363
	Iteration 54Q: 3 clusters Score -3490894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -3490916.000000 Penalty: 1013.547363
	Iteration 55Q: 3 clusters Score -3490916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -3490937.750000 Penalty: 1013.547363
	Iteration 56Q: 3 clusters Score -3490938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -3490950.500000 Penalty: 1013.547363
	Iteration 57Q: 3 clusters Score -3490950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -3490959.500000 Penalty: 1013.547363
	Iteration 58Q: 3 clusters Score -3490960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -3490962.750000 Penalty: 1013.547363
	Iteration 59Q: 3 clusters Score -3490963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -3490964.750000 Penalty: 1013.547363
	Iteration 60F: 3 clusters Score -3490965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -3490977.000000 Penalty: 1013.547363
	Iteration 61Q: 3 clusters Score -3490977 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -3490983.000000 Penalty: 1013.547363
	Iteration 62Q: 3 clusters Score -3490983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -3490991.250000 Penalty: 1013.547363
	Iteration 63Q: 3 clusters Score -3490991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -3490999.000000 Penalty: 1013.547363
	Iteration 64Q: 3 clusters Score -3490999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -3490993.500000 Penalty: 1013.547363
	Iteration 65Q: 3 clusters Score -3490994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -3490997.000000 Penalty: 1013.547363
	Iteration 66Q: 3 clusters Score -3490997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -3491005.250000 Penalty: 1013.547363
	Iteration 67Q: 3 clusters Score -3491005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -3491009.750000 Penalty: 1013.547363
	Iteration 68Q: 3 clusters Score -3491010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -3491015.250000 Penalty: 1013.547363
	Iteration 69Q: 3 clusters Score -3491015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -3491023.750000 Penalty: 1013.547363
	Iteration 70Q: 3 clusters Score -3491024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -3491025.750000 Penalty: 1013.547363
	Iteration 71Q: 3 clusters Score -3491026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -3491032.000000 Penalty: 1013.547363
	Iteration 72Q: 3 clusters Score -3491032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -3491023.750000 Penalty: 1013.547363
	Iteration 73Q: 3 clusters Score -3491024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -3491032.000000 Penalty: 1013.547363
	Iteration 74Q: 3 clusters Score -3491032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -3491032.500000 Penalty: 1013.547363
	Iteration 75Q: 3 clusters Score -3491032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -3491035.000000 Penalty: 1013.547363
	Iteration 76Q: 3 clusters Score -3491035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -3491037.250000 Penalty: 1013.547363
	Iteration 77Q: 3 clusters Score -3491037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -3491044.750000 Penalty: 1013.547363
	Iteration 78Q: 3 clusters Score -3491045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -3491039.750000 Penalty: 1013.547363
	Iteration 79Q: 3 clusters Score -3491040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -3491035.750000 Penalty: 1013.547363
	Iteration 80F: 3 clusters Score -3491036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -3491040.250000 Penalty: 1013.547363
	Iteration 81Q: 3 clusters Score -3491040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -3491041.500000 Penalty: 1013.547363
	Iteration 82Q: 3 clusters Score -3491042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -3491045.500000 Penalty: 1013.547363
	Iteration 83Q: 3 clusters Score -3491046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -3491047.250000 Penalty: 1013.547363
	Iteration 84Q: 3 clusters Score -3491047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -3491050.250000 Penalty: 1013.547363
	Iteration 85Q: 3 clusters Score -3491050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -3491054.000000 Penalty: 1013.547363
	Iteration 86Q: 3 clusters Score -3491054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -3491051.250000 Penalty: 1013.547363
	Iteration 87Q: 3 clusters Score -3491051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -3491050.750000 Penalty: 1013.547363
	Iteration 88Q: 3 clusters Score -3491051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -3491050.750000 Penalty: 1013.547363
	Iteration 89F: 3 clusters Score -3491051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 8 contains 6334 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 108 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 30045 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 68726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25283964.000000 Penalty: 13794.784180
Iteration 39Q: 24 clusters Score -2.528396e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 352836 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 11090 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 8963 members 
Mstep: Class 20 contains 30078 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 68801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25285560.000000 Penalty: 13794.784180
Iteration 40F: 24 clusters Score -2.528556e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5883 members 
Mstep: Class 7 contains 352642 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 6294 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 9841 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 29606 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 68839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286026.000000 Penalty: 13794.784180
Iteration 41Q: 24 clusters Score -2.528603e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 352385 members 
Mstep: Class 8 contains 6455 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 8459 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 6198 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 129 members 
Mstep: Class 18 contains 9852 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 29205 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 68892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286438.000000 Penalty: 13794.784180
Iteration 42Q: 24 clusters Score -2.528644e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 352157 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 3065 members 
Mstep: Class 12 contains 6085 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 28854 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 68937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286764.000000 Penalty: 13794.784180
Iteration 43Q: 24 clusters Score -2.528676e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 351974 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 8602 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 20 contains 28516 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 68987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25286994.000000 Penalty: 13794.784180
Iteration 44Q: 24 clusters Score -2.528699e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 351822 members 
Mstep: Class 8 contains 6574 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 11546 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 142 members 
Mstep: Class 18 contains 9902 members 
Mstep: Class 19 contains 11049 members 
Mstep: Class 20 contains 28202 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 69045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287254.000000 Penalty: 13794.784180
Iteration 45Q: 24 clusters Score -2.528725e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 351707 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 8721 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 5771 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 11629 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 11347 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 69087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287440.000000 Penalty: 13794.784180
Iteration 46Q: 24 clusters Score -2.528744e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 351583 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 11699 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 27630 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 69158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287746.000000 Penalty: 13794.784180
Iteration 47Q: 24 clusters Score -2.528775e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 7 contains 351465 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 5655 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2871 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 11910 members 
Mstep: Class 20 contains 27392 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 2777 members 
Mstep: Class 23 contains 69202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287822.000000 Penalty: 13794.784180
Iteration 48Q: 24 clusters Score -2.528782e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5121 members 
Mstep: Class 7 contains 351316 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 8865 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 11819 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 12203 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 69245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287796.000000 Penalty: 13794.784180
Iteration 49Q: 24 clusters Score -2.52878e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 534 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5061 members 
Mstep: Class 7 contains 351166 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 11868 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 26993 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 69298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25287972.000000 Penalty: 13794.784180
Iteration 50Q: 24 clusters Score -2.528797e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 535 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 351048 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 8936 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10007 members 
Mstep: Class 19 contains 12778 members 
Mstep: Class 20 contains 26807 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2850 members 
Mstep: Class 23 contains 69321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288074.000000 Penalty: 13794.784180
Iteration 51Q: 24 clusters Score -2.528807e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4954 members 
Mstep: Class 7 contains 350914 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10024 members 
Mstep: Class 19 contains 13038 members 
Mstep: Class 20 contains 26627 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 69350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288116.000000 Penalty: 13794.784180
Iteration 52Q: 24 clusters Score -2.528812e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4914 members 
Mstep: Class 7 contains 350783 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 11959 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 26455 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 69360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288238.000000 Penalty: 13794.784180
Iteration 53Q: 24 clusters Score -2.528824e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 350641 members 
Mstep: Class 8 contains 6704 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 3470 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2843 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 13598 members 
Mstep: Class 20 contains 26296 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2905 members 
Mstep: Class 23 contains 69360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288474.000000 Penalty: 13794.784180
Iteration 54Q: 24 clusters Score -2.528847e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4839 members 
Mstep: Class 7 contains 350547 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 9041 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 12000 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 13881 members 
Mstep: Class 20 contains 26139 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 69341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288544.000000 Penalty: 13794.784180
Iteration 55Q: 24 clusters Score -2.528854e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 350465 members 
Mstep: Class 8 contains 6709 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 12028 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10059 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 26002 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 69322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288582.000000 Penalty: 13794.784180
Iteration 56Q: 24 clusters Score -2.528858e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 7 contains 350356 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 5284 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 12057 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 14426 members 
Mstep: Class 20 contains 25872 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 69297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288674.000000 Penalty: 13794.784180
Iteration 57Q: 24 clusters Score -2.528867e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 350254 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 12072 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 148 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 25750 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 69266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288720.000000 Penalty: 13794.784180
Iteration 58Q: 24 clusters Score -2.528872e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 350164 members 
Mstep: Class 8 contains 6718 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 12098 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 25620 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 69240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288836.000000 Penalty: 13794.784180
Iteration 59Q: 24 clusters Score -2.528884e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 350067 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 9126 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 25505 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 69216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25288920.000000 Penalty: 13794.784180
Iteration 60F: 24 clusters Score -2.528892e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 7 contains 349995 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 3575 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 153 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 25401 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 69187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289010.000000 Penalty: 13794.784180
Iteration 61Q: 24 clusters Score -2.528901e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 349939 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 12145 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 164 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 15554 members 
Mstep: Class 20 contains 25292 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 69154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289102.000000 Penalty: 13794.784180
Iteration 62Q: 24 clusters Score -2.52891e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 349893 members 
Mstep: Class 8 contains 6746 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 9183 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 5114 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 12156 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 171 members 
Mstep: Class 18 contains 10026 members 
Mstep: Class 19 contains 15752 members 
Mstep: Class 20 contains 25194 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3100 members 
Mstep: Class 23 contains 69104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289138.000000 Penalty: 13794.784180
Iteration 63Q: 24 clusters Score -2.528914e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4543 members 
Mstep: Class 7 contains 349853 members 
Mstep: Class 8 contains 6753 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 10023 members 
Mstep: Class 19 contains 15935 members 
Mstep: Class 20 contains 25087 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3115 members 
Mstep: Class 23 contains 69052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289198.000000 Penalty: 13794.784180
Iteration 64Q: 24 clusters Score -2.52892e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 349875 members 
Mstep: Class 8 contains 6763 members 
Mstep: Class 9 contains 2842 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 12178 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 10014 members 
Mstep: Class 19 contains 16082 members 
Mstep: Class 20 contains 24975 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 68992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289262.000000 Penalty: 13794.784180
Iteration 65Q: 24 clusters Score -2.528926e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 349895 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 5057 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 190 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 24859 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 68931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289206.000000 Penalty: 13794.784180
Iteration 66Q: 24 clusters Score -2.528921e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 349874 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 11 contains 3616 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 10026 members 
Mstep: Class 19 contains 16389 members 
Mstep: Class 20 contains 24770 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 68857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289290.000000 Penalty: 13794.784180
Iteration 67Q: 24 clusters Score -2.528929e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 349860 members 
Mstep: Class 8 contains 6787 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 9262 members 
Mstep: Class 11 contains 3617 members 
Mstep: Class 12 contains 5014 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 12182 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 10029 members 
Mstep: Class 19 contains 16555 members 
Mstep: Class 20 contains 24680 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3174 members 
Mstep: Class 23 contains 68779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289300.000000 Penalty: 13794.784180
Iteration 68Q: 24 clusters Score -2.52893e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 349836 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 9268 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 12191 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 16732 members 
Mstep: Class 20 contains 24599 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3189 members 
Mstep: Class 23 contains 68711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289350.000000 Penalty: 13794.784180
Iteration 69Q: 24 clusters Score -2.528935e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 349805 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 12205 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 16907 members 
Mstep: Class 20 contains 24540 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 68637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289360.000000 Penalty: 13794.784180
Iteration 70Q: 24 clusters Score -2.528936e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 349787 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 3629 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 14 contains 12221 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 17080 members 
Mstep: Class 20 contains 24470 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 68551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289314.000000 Penalty: 13794.784180
Iteration 71Q: 24 clusters Score -2.528931e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4463 members 
Mstep: Class 7 contains 349757 members 
Mstep: Class 8 contains 6818 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 3631 members 
Mstep: Class 12 contains 4957 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 12234 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2670 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 10032 members 
Mstep: Class 19 contains 17247 members 
Mstep: Class 20 contains 24389 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 68485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289422.000000 Penalty: 13794.784180
Iteration 72Q: 24 clusters Score -2.528942e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 349739 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12261 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 24288 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 68421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289414.000000 Penalty: 13794.784180
Iteration 73Q: 24 clusters Score -2.528941e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4451 members 
Mstep: Class 7 contains 349750 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 4916 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 12288 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 68356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289400.000000 Penalty: 13794.784180
Iteration 74Q: 24 clusters Score -2.52894e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 349769 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 9323 members 
Mstep: Class 11 contains 3655 members 
Mstep: Class 12 contains 4893 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 17723 members 
Mstep: Class 20 contains 24068 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 68268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289436.000000 Penalty: 13794.784180
Iteration 75Q: 24 clusters Score -2.528944e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4440 members 
Mstep: Class 7 contains 349771 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 10025 members 
Mstep: Class 19 contains 17887 members 
Mstep: Class 20 contains 23962 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3280 members 
Mstep: Class 23 contains 68188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289518.000000 Penalty: 13794.784180
Iteration 76Q: 24 clusters Score -2.528952e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 349787 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 18043 members 
Mstep: Class 20 contains 23849 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 68104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289532.000000 Penalty: 13794.784180
Iteration 77Q: 24 clusters Score -2.528953e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 349749 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 4796 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 18213 members 
Mstep: Class 20 contains 23750 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 68019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25289680.000000 Penalty: 13794.784180
Iteration 78Q: 24 clusters Score -2.528968e+07 nChanged 524
Entering ConstructFrom: 
Score: -25289680.000000 Penalty: 13794.784180
Entering ConstructFrom: 
Trying to split cluster 1 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -88429.257812 Penalty: 340.564331
	Iteration 0F: 2 clusters Score -88429.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -87185.625000 Penalty: 681.128662
	Iteration 0F: 3 clusters Score -87185.62 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -87540.523438 Penalty: 681.128662
	Iteration 1F: 3 clusters Score -87540.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -87589.203125 Penalty: 681.128662
	Iteration 2F: 3 clusters Score -87589.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87634.492188 Penalty: 681.128662
	Iteration 3Q: 3 clusters Score -87634.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87666.617188 Penalty: 681.128662
	Iteration 4Q: 3 clusters Score -87666.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -87685.796875 Penalty: 681.128662
	Iteration 5Q: 3 clusters Score -87685.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -87703.289062 Penalty: 681.128662
	Iteration 6Q: 3 clusters Score -87703.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -87722.117188 Penalty: 681.128662
	Iteration 7Q: 3 clusters Score -87722.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -87735.640625 Penalty: 681.128662
	Iteration 8Q: 3 clusters Score -87735.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -87748.992188 Penalty: 681.128662
	Iteration 9Q: 3 clusters Score -87748.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -87762.375000 Penalty: 681.128662
	Iteration 10Q: 3 clusters Score -87762.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -87786.390625 Penalty: 681.128662
	Iteration 11Q: 3 clusters Score -87786.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -87819.070312 Penalty: 681.128662
	Iteration 12Q: 3 clusters Score -87819.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -87852.804688 Penalty: 681.128662
	Iteration 13Q: 3 clusters Score -87852.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -87896.101562 Penalty: 681.128662
	Iteration 14Q: 3 clusters Score -87896.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -87932.085938 Penalty: 681.128662
	Iteration 15Q: 3 clusters Score -87932.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -87960.953125 Penalty: 681.128662
	Iteration 16Q: 3 clusters Score -87960.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -87984.484375 Penalty: 681.128662
	Iteration 17Q: 3 clusters Score -87984.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -88000.531250 Penalty: 681.128662
	Iteration 18Q: 3 clusters Score -88000.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -88015.093750 Penalty: 681.128662
	Iteration 19Q: 3 clusters Score -88015.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -88029.265625 Penalty: 681.128662
	Iteration 20F: 3 clusters Score -88029.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -88039.007812 Penalty: 681.128662
	Iteration 21Q: 3 clusters Score -88039.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -88042.570312 Penalty: 681.128662
	Iteration 22Q: 3 clusters Score -88042.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -88044.929688 Penalty: 681.128662
	Iteration 23Q: 3 clusters Score -88044.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -88047.132812 Penalty: 681.128662
	Iteration 24Q: 3 clusters Score -88047.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -88050.257812 Penalty: 681.128662
	Iteration 25Q: 3 clusters Score -88050.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -88050.929688 Penalty: 681.128662
	Iteration 26Q: 3 clusters Score -88050.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -88052.218750 Penalty: 681.128662
	Iteration 27Q: 3 clusters Score -88052.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -88052.523438 Penalty: 681.128662
	Iteration 28Q: 3 clusters Score -88052.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -88052.523438 Penalty: 681.128662
	Iteration 29F: 3 clusters Score -88052.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -25508.664062 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -25508.66 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 265 members 
Entering Unmasked Estep 
Score: -24970.785156 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -24970.79 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25116.457031 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -25116.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25156.921875 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -25156.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25170.501953 Penalty: 573.538330
	Iteration 3Q: 3 clusters Score -25170.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25177.316406 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -25177.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25186.626953 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -25186.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25192.423828 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -25192.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25200.046875 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -25200.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25202.880859 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -25202.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25203.482422 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -25203.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25204.986328 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -25204.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25206.794922 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -25206.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25207.451172 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -25207.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25208.171875 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -25208.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25208.171875 Penalty: 573.538330
	Iteration 14F: 3 clusters Score -25208.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -114063.101562 Penalty: 353.314087
	Iteration 0F: 2 clusters Score -114063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -112398.546875 Penalty: 706.628174
	Iteration 0F: 3 clusters Score -112398.5 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -113004.132812 Penalty: 706.628174
	Iteration 1F: 3 clusters Score -113004.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -113127.281250 Penalty: 706.628174
	Iteration 2F: 3 clusters Score -113127.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -113224.804688 Penalty: 706.628174
	Iteration 3F: 3 clusters Score -113224.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -113318.632812 Penalty: 706.628174
	Iteration 4F: 3 clusters Score -113318.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -113419.625000 Penalty: 706.628174
	Iteration 5F: 3 clusters Score -113419.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -113480.593750 Penalty: 706.628174
	Iteration 6Q: 3 clusters Score -113480.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113533.859375 Penalty: 706.628174
	Iteration 7Q: 3 clusters Score -113533.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -113571.609375 Penalty: 706.628174
	Iteration 8Q: 3 clusters Score -113571.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -113597.585938 Penalty: 706.628174
	Iteration 9Q: 3 clusters Score -113597.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -113620.132812 Penalty: 706.628174
	Iteration 10Q: 3 clusters Score -113620.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -113652.804688 Penalty: 706.628174
	Iteration 11Q: 3 clusters Score -113652.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -113691.679688 Penalty: 706.628174
	Iteration 12Q: 3 clusters Score -113691.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -113718.734375 Penalty: 706.628174
	Iteration 13Q: 3 clusters Score -113718.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -113741.007812 Penalty: 706.628174
	Iteration 14Q: 3 clusters Score -113741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113762.625000 Penalty: 706.628174
	Iteration 15Q: 3 clusters Score -113762.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113776.812500 Penalty: 706.628174
	Iteration 16Q: 3 clusters Score -113776.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113790.265625 Penalty: 706.628174
	Iteration 17Q: 3 clusters Score -113790.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113804.664062 Penalty: 706.628174
	Iteration 18Q: 3 clusters Score -113804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113816.718750 Penalty: 706.628174
	Iteration 19Q: 3 clusters Score -113816.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113824.960938 Penalty: 706.628174
	Iteration 20F: 3 clusters Score -113825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113827.656250 Penalty: 706.628174
	Iteration 21Q: 3 clusters Score -113827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113829.289062 Penalty: 706.628174
	Iteration 22Q: 3 clusters Score -113829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113830.398438 Penalty: 706.628174
	Iteration 23Q: 3 clusters Score -113830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113831.000000 Penalty: 706.628174
	Iteration 24Q: 3 clusters Score -113831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113831.140625 Penalty: 706.628174
	Iteration 25Q: 3 clusters Score -113831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113832.054688 Penalty: 706.628174
	Iteration 26Q: 3 clusters Score -113832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113833.367188 Penalty: 706.628174
	Iteration 27Q: 3 clusters Score -113833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113833.890625 Penalty: 706.628174
	Iteration 28Q: 3 clusters Score -113833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113833.890625 Penalty: 706.628174
	Iteration 29F: 3 clusters Score -113833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -55535.542969 Penalty: 323.684998
	Iteration 0F: 2 clusters Score -55535.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54582.566406 Penalty: 647.369995
	Iteration 0F: 3 clusters Score -54582.57 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -54909.394531 Penalty: 647.369995
	Iteration 1F: 3 clusters Score -54909.39 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55092.101562 Penalty: 647.369995
	Iteration 2F: 3 clusters Score -55092.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -55420.738281 Penalty: 647.369995
	Iteration 3F: 3 clusters Score -55420.74 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55920.898438 Penalty: 647.369995
	Iteration 4F: 3 clusters Score -55920.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -56169.023438 Penalty: 647.369995
	Iteration 5F: 3 clusters Score -56169.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56335.265625 Penalty: 647.369995
	Iteration 6F: 3 clusters Score -56335.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56393.519531 Penalty: 647.369995
	Iteration 7Q: 3 clusters Score -56393.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56408.585938 Penalty: 647.369995
	Iteration 8Q: 3 clusters Score -56408.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -56411.492188 Penalty: 647.369995
	Iteration 9Q: 3 clusters Score -56411.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56411.703125 Penalty: 647.369995
	Iteration 10Q: 3 clusters Score -56411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56411.703125 Penalty: 647.369995
	Iteration 11F: 3 clusters Score -56411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 349720 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 18351 members 
Mstep: Class 20 contains 23674 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 67943 members 
Mstep: Class 24 contains 383 members 
Entering Unmasked Estep 
Score: -25290250.000000 Penalty: 14394.557617
Splitting cluster 4 changes total score from -25289680.000000 to -25290250.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -9872.283203 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -9872.283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9576.865234 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -9576.865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9650.049805 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -9650.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9678.803711 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -9678.804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9706.693359 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -9706.693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9730.973633 Penalty: 496.434235
	Iteration 4F: 3 clusters Score -9730.974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9744.698242 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -9744.698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9758.465820 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -9758.466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9769.929688 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -9769.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9772.182617 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -9772.183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9772.182617 Penalty: 496.434235
	Iteration 9F: 3 clusters Score -9772.183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -217576.171875 Penalty: 381.705536
	Iteration 0F: 2 clusters Score -217576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -214576.078125 Penalty: 763.411072
	Iteration 0F: 3 clusters Score -214576.1 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -215745.921875 Penalty: 763.411072
	Iteration 1F: 3 clusters Score -215745.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -215893.250000 Penalty: 763.411072
	Iteration 2F: 3 clusters Score -215893.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -216078.125000 Penalty: 763.411072
	Iteration 3F: 3 clusters Score -216078.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -216299.265625 Penalty: 763.411072
	Iteration 4F: 3 clusters Score -216299.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -216466.812500 Penalty: 763.411072
	Iteration 5F: 3 clusters Score -216466.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -216588.406250 Penalty: 763.411072
	Iteration 6F: 3 clusters Score -216588.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -216667.265625 Penalty: 763.411072
	Iteration 7Q: 3 clusters Score -216667.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -216723.921875 Penalty: 763.411072
	Iteration 8Q: 3 clusters Score -216723.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -216753.890625 Penalty: 763.411072
	Iteration 9Q: 3 clusters Score -216753.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -216769.562500 Penalty: 763.411072
	Iteration 10Q: 3 clusters Score -216769.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -216777.250000 Penalty: 763.411072
	Iteration 11Q: 3 clusters Score -216777.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -216783.859375 Penalty: 763.411072
	Iteration 12Q: 3 clusters Score -216783.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -216791.140625 Penalty: 763.411072
	Iteration 13Q: 3 clusters Score -216791.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -216799.281250 Penalty: 763.411072
	Iteration 14Q: 3 clusters Score -216799.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -216806.906250 Penalty: 763.411072
	Iteration 15Q: 3 clusters Score -216806.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -216815.515625 Penalty: 763.411072
	Iteration 16Q: 3 clusters Score -216815.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -216824.765625 Penalty: 763.411072
	Iteration 17Q: 3 clusters Score -216824.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -216837.687500 Penalty: 763.411072
	Iteration 18Q: 3 clusters Score -216837.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -216848.437500 Penalty: 763.411072
	Iteration 19Q: 3 clusters Score -216848.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -216862.703125 Penalty: 763.411072
	Iteration 20F: 3 clusters Score -216862.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -216875.593750 Penalty: 763.411072
	Iteration 21Q: 3 clusters Score -216875.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -216894.781250 Penalty: 763.411072
	Iteration 22Q: 3 clusters Score -216894.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -216914.015625 Penalty: 763.411072
	Iteration 23Q: 3 clusters Score -216914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -216930.015625 Penalty: 763.411072
	Iteration 24Q: 3 clusters Score -216930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -216940.296875 Penalty: 763.411072
	Iteration 25Q: 3 clusters Score -216940.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -216945.984375 Penalty: 763.411072
	Iteration 26Q: 3 clusters Score -216946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -216947.578125 Penalty: 763.411072
	Iteration 27Q: 3 clusters Score -216947.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -216950.609375 Penalty: 763.411072
	Iteration 28Q: 3 clusters Score -216950.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -216952.781250 Penalty: 763.411072
	Iteration 29Q: 3 clusters Score -216952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -216954.500000 Penalty: 763.411072
	Iteration 30Q: 3 clusters Score -216954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -216956.312500 Penalty: 763.411072
	Iteration 31Q: 3 clusters Score -216956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -216957.812500 Penalty: 763.411072
	Iteration 32Q: 3 clusters Score -216957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -216959.593750 Penalty: 763.411072
	Iteration 33Q: 3 clusters Score -216959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -216962.468750 Penalty: 763.411072
	Iteration 34Q: 3 clusters Score -216962.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -216967.125000 Penalty: 763.411072
	Iteration 35Q: 3 clusters Score -216967.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -216971.046875 Penalty: 763.411072
	Iteration 36Q: 3 clusters Score -216971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -216975.406250 Penalty: 763.411072
	Iteration 37Q: 3 clusters Score -216975.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -216979.296875 Penalty: 763.411072
	Iteration 38Q: 3 clusters Score -216979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -216983.359375 Penalty: 763.411072
	Iteration 39Q: 3 clusters Score -216983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -216986.328125 Penalty: 763.411072
	Iteration 40F: 3 clusters Score -216986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -216990.453125 Penalty: 763.411072
	Iteration 41Q: 3 clusters Score -216990.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -216994.953125 Penalty: 763.411072
	Iteration 42Q: 3 clusters Score -216995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -216999.734375 Penalty: 763.411072
	Iteration 43Q: 3 clusters Score -216999.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -217001.578125 Penalty: 763.411072
	Iteration 44Q: 3 clusters Score -217001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -217003.000000 Penalty: 763.411072
	Iteration 45Q: 3 clusters Score -217003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -217003.859375 Penalty: 763.411072
	Iteration 46Q: 3 clusters Score -217003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -217005.218750 Penalty: 763.411072
	Iteration 47Q: 3 clusters Score -217005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -217005.500000 Penalty: 763.411072
	Iteration 48Q: 3 clusters Score -217005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -217005.421875 Penalty: 763.411072
	Iteration 49Q: 3 clusters Score -217005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -217005.593750 Penalty: 763.411072
	Iteration 50Q: 3 clusters Score -217005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -217006.500000 Penalty: 763.411072
	Iteration 51Q: 3 clusters Score -217006.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -217007.484375 Penalty: 763.411072
	Iteration 52Q: 3 clusters Score -217007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -217007.781250 Penalty: 763.411072
	Iteration 53Q: 3 clusters Score -217007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -217008.437500 Penalty: 763.411072
	Iteration 54Q: 3 clusters Score -217008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -217009.578125 Penalty: 763.411072
	Iteration 55Q: 3 clusters Score -217009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -217010.156250 Penalty: 763.411072
	Iteration 56Q: 3 clusters Score -217010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -217010.359375 Penalty: 763.411072
	Iteration 57Q: 3 clusters Score -217010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -217010.781250 Penalty: 763.411072
	Iteration 58Q: 3 clusters Score -217010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -217010.968750 Penalty: 763.411072
	Iteration 59Q: 3 clusters Score -217011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -217011.171875 Penalty: 763.411072
	Iteration 60F: 3 clusters Score -217011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (349720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349720 members 
Entering Unmasked Estep 
Score: -17007044.000000 Penalty: 580.802368
	Iteration 0F: 2 clusters Score -1.700704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -16804506.000000 Penalty: 1161.604736
	Iteration 0F: 3 clusters Score -1.680451e+07 nChanged 172630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194254 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -16912708.000000 Penalty: 1161.604736
	Iteration 1F: 3 clusters Score -1.691271e+07 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204666 members 
Mstep: Class 2 contains 145054 members 
Entering Unmasked Estep 
Score: -16919492.000000 Penalty: 1161.604736
	Iteration 2Q: 3 clusters Score -1.691949e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218100 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -16930098.000000 Penalty: 1161.604736
	Iteration 3F: 3 clusters Score -1.69301e+07 nChanged 20807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233067 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
Score: -16943956.000000 Penalty: 1161.604736
	Iteration 4F: 3 clusters Score -1.694396e+07 nChanged 21627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246880 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -16959478.000000 Penalty: 1161.604736
	Iteration 5F: 3 clusters Score -1.695948e+07 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256295 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -16972366.000000 Penalty: 1161.604736
	Iteration 6F: 3 clusters Score -1.697237e+07 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260826 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -16979440.000000 Penalty: 1161.604736
	Iteration 7Q: 3 clusters Score -1.697944e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -16981732.000000 Penalty: 1161.604736
	Iteration 8Q: 3 clusters Score -1.698173e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263364 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -16982144.000000 Penalty: 1161.604736
	Iteration 9Q: 3 clusters Score -1.698214e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263994 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -16982028.000000 Penalty: 1161.604736
	Iteration 10Q: 3 clusters Score -1.698203e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264391 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -16981884.000000 Penalty: 1161.604736
	Iteration 11Q: 3 clusters Score -1.698188e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264566 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -16981770.000000 Penalty: 1161.604736
	Iteration 12Q: 3 clusters Score -1.698177e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264526 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -16981486.000000 Penalty: 1161.604736
	Iteration 13Q: 3 clusters Score -1.698149e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264274 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -16981266.000000 Penalty: 1161.604736
	Iteration 14Q: 3 clusters Score -1.698127e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263813 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -16981032.000000 Penalty: 1161.604736
	Iteration 15Q: 3 clusters Score -1.698103e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263226 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -16980938.000000 Penalty: 1161.604736
	Iteration 16Q: 3 clusters Score -1.698094e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262549 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -16980816.000000 Penalty: 1161.604736
	Iteration 17Q: 3 clusters Score -1.698082e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261666 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -16980576.000000 Penalty: 1161.604736
	Iteration 18Q: 3 clusters Score -1.698058e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260566 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -16980580.000000 Penalty: 1161.604736
	Iteration 19Q: 3 clusters Score -1.698058e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259464 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -16980578.000000 Penalty: 1161.604736
	Iteration 20F: 3 clusters Score -1.698058e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258229 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -16980664.000000 Penalty: 1161.604736
	Iteration 21Q: 3 clusters Score -1.698066e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256992 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -16980590.000000 Penalty: 1161.604736
	Iteration 22Q: 3 clusters Score -1.698059e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255561 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -16980462.000000 Penalty: 1161.604736
	Iteration 23Q: 3 clusters Score -1.698046e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254066 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -16980224.000000 Penalty: 1161.604736
	Iteration 24Q: 3 clusters Score -1.698022e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252450 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -16979882.000000 Penalty: 1161.604736
	Iteration 25Q: 3 clusters Score -1.697988e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250635 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -16979782.000000 Penalty: 1161.604736
	Iteration 26Q: 3 clusters Score -1.697978e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248625 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -16979568.000000 Penalty: 1161.604736
	Iteration 27Q: 3 clusters Score -1.697957e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246647 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -16979420.000000 Penalty: 1161.604736
	Iteration 28Q: 3 clusters Score -1.697942e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244659 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -16979082.000000 Penalty: 1161.604736
	Iteration 29Q: 3 clusters Score -1.697908e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242486 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -16978786.000000 Penalty: 1161.604736
	Iteration 30Q: 3 clusters Score -1.697879e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240119 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -16978756.000000 Penalty: 1161.604736
	Iteration 31Q: 3 clusters Score -1.697876e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237678 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -16978680.000000 Penalty: 1161.604736
	Iteration 32Q: 3 clusters Score -1.697868e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235342 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -16978720.000000 Penalty: 1161.604736
	Iteration 33Q: 3 clusters Score -1.697872e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233077 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -16978600.000000 Penalty: 1161.604736
	Iteration 34Q: 3 clusters Score -1.69786e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230648 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -16978346.000000 Penalty: 1161.604736
	Iteration 35Q: 3 clusters Score -1.697835e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227991 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -16977986.000000 Penalty: 1161.604736
	Iteration 36Q: 3 clusters Score -1.697799e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225217 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -16977784.000000 Penalty: 1161.604736
	Iteration 37Q: 3 clusters Score -1.697778e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222140 members 
Mstep: Class 2 contains 127580 members 
Entering Unmasked Estep 
Score: -16977630.000000 Penalty: 1161.604736
	Iteration 38Q: 3 clusters Score -1.697763e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218845 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -16977348.000000 Penalty: 1161.604736
	Iteration 39Q: 3 clusters Score -1.697735e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215406 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -16977278.000000 Penalty: 1161.604736
	Iteration 40F: 3 clusters Score -1.697728e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212092 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -16977268.000000 Penalty: 1161.604736
	Iteration 41Q: 3 clusters Score -1.697727e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208733 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -16977216.000000 Penalty: 1161.604736
	Iteration 42Q: 3 clusters Score -1.697722e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205271 members 
Mstep: Class 2 contains 144449 members 
Entering Unmasked Estep 
Score: -16977272.000000 Penalty: 1161.604736
	Iteration 43Q: 3 clusters Score -1.697727e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201944 members 
Mstep: Class 2 contains 147776 members 
Entering Unmasked Estep 
Score: -16977470.000000 Penalty: 1161.604736
	Iteration 44Q: 3 clusters Score -1.697747e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198908 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -16977516.000000 Penalty: 1161.604736
	Iteration 45Q: 3 clusters Score -1.697752e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196084 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -16977600.000000 Penalty: 1161.604736
	Iteration 46Q: 3 clusters Score -1.69776e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193380 members 
Mstep: Class 2 contains 156340 members 
Entering Unmasked Estep 
Score: -16977588.000000 Penalty: 1161.604736
	Iteration 47Q: 3 clusters Score -1.697759e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -16977766.000000 Penalty: 1161.604736
	Iteration 48Q: 3 clusters Score -1.697777e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188534 members 
Mstep: Class 2 contains 161186 members 
Entering Unmasked Estep 
Score: -16977982.000000 Penalty: 1161.604736
	Iteration 49Q: 3 clusters Score -1.697798e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186417 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -16977984.000000 Penalty: 1161.604736
	Iteration 50Q: 3 clusters Score -1.697798e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184259 members 
Mstep: Class 2 contains 165461 members 
Entering Unmasked Estep 
Score: -16978028.000000 Penalty: 1161.604736
	Iteration 51Q: 3 clusters Score -1.697803e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182127 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -16978050.000000 Penalty: 1161.604736
	Iteration 52Q: 3 clusters Score -1.697805e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180007 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -16978148.000000 Penalty: 1161.604736
	Iteration 53Q: 3 clusters Score -1.697815e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178008 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -16978304.000000 Penalty: 1161.604736
	Iteration 54Q: 3 clusters Score -1.69783e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -16978490.000000 Penalty: 1161.604736
	Iteration 55Q: 3 clusters Score -1.697849e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -16978628.000000 Penalty: 1161.604736
	Iteration 56Q: 3 clusters Score -1.697863e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -16978756.000000 Penalty: 1161.604736
	Iteration 57Q: 3 clusters Score -1.697876e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -16978892.000000 Penalty: 1161.604736
	Iteration 58Q: 3 clusters Score -1.697889e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169210 members 
Mstep: Class 2 contains 180510 members 
Entering Unmasked Estep 
Score: -16979000.000000 Penalty: 1161.604736
	Iteration 59Q: 3 clusters Score -1.6979e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 181997 members 
Entering Unmasked Estep 
Score: -16979038.000000 Penalty: 1161.604736
	Iteration 60F: 3 clusters Score -1.697904e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -16979260.000000 Penalty: 1161.604736
	Iteration 61Q: 3 clusters Score -1.697926e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 184936 members 
Entering Unmasked Estep 
Score: -16979308.000000 Penalty: 1161.604736
	Iteration 62Q: 3 clusters Score -1.697931e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 186549 members 
Entering Unmasked Estep 
Score: -16979460.000000 Penalty: 1161.604736
	Iteration 63Q: 3 clusters Score -1.697946e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 188455 members 
Entering Unmasked Estep 
Score: -16979634.000000 Penalty: 1161.604736
	Iteration 64Q: 3 clusters Score -1.697963e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159145 members 
Mstep: Class 2 contains 190575 members 
Entering Unmasked Estep 
Score: -16979682.000000 Penalty: 1161.604736
	Iteration 65Q: 3 clusters Score -1.697968e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 193075 members 
Entering Unmasked Estep 
Score: -16979786.000000 Penalty: 1161.604736
	Iteration 66Q: 3 clusters Score -1.697979e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 196020 members 
Entering Unmasked Estep 
Score: -16979982.000000 Penalty: 1161.604736
	Iteration 67Q: 3 clusters Score -1.697998e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 199568 members 
Entering Unmasked Estep 
Score: -16980482.000000 Penalty: 1161.604736
	Iteration 68Q: 3 clusters Score -1.698048e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146083 members 
Mstep: Class 2 contains 203637 members 
Entering Unmasked Estep 
Score: -16981092.000000 Penalty: 1161.604736
	Iteration 69Q: 3 clusters Score -1.698109e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141213 members 
Mstep: Class 2 contains 208507 members 
Entering Unmasked Estep 
Score: -16981612.000000 Penalty: 1161.604736
	Iteration 70Q: 3 clusters Score -1.698161e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 214756 members 
Entering Unmasked Estep 
Score: -16982434.000000 Penalty: 1161.604736
	Iteration 71Q: 3 clusters Score -1.698243e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 221891 members 
Entering Unmasked Estep 
Score: -16983724.000000 Penalty: 1161.604736
	Iteration 72Q: 3 clusters Score -1.698372e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 230302 members 
Entering Unmasked Estep 
Score: -16985650.000000 Penalty: 1161.604736
	Iteration 73Q: 3 clusters Score -1.698565e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 240017 members 
Entering Unmasked Estep 
Score: -16987592.000000 Penalty: 1161.604736
	Iteration 74Q: 3 clusters Score -1.698759e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 250843 members 
Entering Unmasked Estep 
Score: -16989966.000000 Penalty: 1161.604736
	Iteration 75Q: 3 clusters Score -1.698997e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 263348 members 
Entering Unmasked Estep 
Score: -16992994.000000 Penalty: 1161.604736
	Iteration 76Q: 3 clusters Score -1.699299e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 277579 members 
Entering Unmasked Estep 
Score: -16996206.000000 Penalty: 1161.604736
	Iteration 77Q: 3 clusters Score -1.699621e+07 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 292899 members 
Entering Unmasked Estep 
Score: -16999880.000000 Penalty: 1161.604736
	Iteration 78Q: 3 clusters Score -1.699988e+07 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 308007 members 
Entering Unmasked Estep 
Score: -17003560.000000 Penalty: 1161.604736
	Iteration 79Q: 3 clusters Score -1.700356e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 320236 members 
Entering Unmasked Estep 
Score: -17007864.000000 Penalty: 1161.604736
	Iteration 80F: 3 clusters Score -1.700786e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 332340 members 
Entering Unmasked Estep 
Score: -17011510.000000 Penalty: 1161.604736
	Iteration 81Q: 3 clusters Score -1.701151e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 340296 members 
Entering Unmasked Estep 
Score: -17010714.000000 Penalty: 1161.604736
	Iteration 82Q: 3 clusters Score -1.701071e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 344852 members 
Entering Unmasked Estep 
Score: -17009260.000000 Penalty: 1161.604736
	Iteration 83Q: 3 clusters Score -1.700926e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 347052 members 
Entering Unmasked Estep 
Score: -17008342.000000 Penalty: 1161.604736
	Iteration 84Q: 3 clusters Score -1.700834e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 348194 members 
Entering Unmasked Estep 
Score: -17007524.000000 Penalty: 1161.604736
	Iteration 85Q: 3 clusters Score -1.700752e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 348787 members 
Entering Unmasked Estep 
Score: -17007244.000000 Penalty: 1161.604736
	Iteration 86Q: 3 clusters Score -1.700724e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 349086 members 
Entering Unmasked Estep 
Score: -17007032.000000 Penalty: 1161.604736
	Iteration 87Q: 3 clusters Score -1.700703e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 349230 members 
Entering Unmasked Estep 
Score: -17006944.000000 Penalty: 1161.604736
	Iteration 88Q: 3 clusters Score -1.700694e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 349315 members 
Entering Unmasked Estep 
Score: -17006902.000000 Penalty: 1161.604736
	Iteration 89Q: 3 clusters Score -1.70069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349353 members 
Entering Unmasked Estep 
Score: -17006888.000000 Penalty: 1161.604736
	Iteration 90Q: 3 clusters Score -1.700689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349380 members 
Entering Unmasked Estep 
Score: -17006890.000000 Penalty: 1161.604736
	Iteration 91Q: 3 clusters Score -1.700689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 349398 members 
Entering Unmasked Estep 
Score: -17006878.000000 Penalty: 1161.604736
	Iteration 92Q: 3 clusters Score -1.700688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349409 members 
Entering Unmasked Estep 
Score: -17006862.000000 Penalty: 1161.604736
	Iteration 93Q: 3 clusters Score -1.700686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349416 members 
Entering Unmasked Estep 
Score: -17006850.000000 Penalty: 1161.604736
	Iteration 94Q: 3 clusters Score -1.700685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 349420 members 
Entering Unmasked Estep 
Score: -17006834.000000 Penalty: 1161.604736
	Iteration 95Q: 3 clusters Score -1.700683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 349427 members 
Entering Unmasked Estep 
Score: -17006826.000000 Penalty: 1161.604736
	Iteration 96Q: 3 clusters Score -1.700683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 349434 members 
Entering Unmasked Estep 
Score: -17006824.000000 Penalty: 1161.604736
	Iteration 97Q: 3 clusters Score -1.700682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -17006806.000000 Penalty: 1161.604736
	Iteration 98Q: 3 clusters Score -1.700681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349439 members 
Entering Unmasked Estep 
Score: -17006812.000000 Penalty: 1161.604736
	Iteration 99Q: 3 clusters Score -1.700681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 349440 members 
Entering Unmasked Estep 
Score: -17006816.000000 Penalty: 1161.604736
	Iteration 100F: 3 clusters Score -1.700682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 349440 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 1161.604736
	Iteration 101Q: 3 clusters Score -1.700681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 1161.604736
	Iteration 102Q: 3 clusters Score -1.700681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 1161.604736
	Iteration 103Q: 3 clusters Score -1.700681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349442 members 
Entering Unmasked Estep 
Score: -17006812.000000 Penalty: 1161.604736
	Iteration 104Q: 3 clusters Score -1.700681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 1161.604736
	Iteration 105Q: 3 clusters Score -1.700681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 349441 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 1161.604736
	Iteration 106Q: 3 clusters Score -1.700681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349442 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 1161.604736
	Iteration 107Q: 3 clusters Score -1.700681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349442 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 1161.604736
	Iteration 108F: 3 clusters Score -1.700681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -355323.562500 Penalty: 401.982208
	Iteration 0F: 2 clusters Score -355323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -350722.812500 Penalty: 803.964417
	Iteration 0F: 3 clusters Score -350722.8 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -352447.000000 Penalty: 803.964417
	Iteration 1F: 3 clusters Score -352447 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -352614.718750 Penalty: 803.964417
	Iteration 2F: 3 clusters Score -352614.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -352838.062500 Penalty: 803.964417
	Iteration 3F: 3 clusters Score -352838.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -353186.656250 Penalty: 803.964417
	Iteration 4F: 3 clusters Score -353186.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -353674.968750 Penalty: 803.964417
	Iteration 5F: 3 clusters Score -353675 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -354153.031250 Penalty: 803.964417
	Iteration 6F: 3 clusters Score -354153 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -354460.375000 Penalty: 803.964417
	Iteration 7F: 3 clusters Score -354460.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354587.000000 Penalty: 803.964417
	Iteration 8Q: 3 clusters Score -354587 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -354656.093750 Penalty: 803.964417
	Iteration 9Q: 3 clusters Score -354656.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -354718.093750 Penalty: 803.964417
	Iteration 10Q: 3 clusters Score -354718.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -354776.093750 Penalty: 803.964417
	Iteration 11Q: 3 clusters Score -354776.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -354821.937500 Penalty: 803.964417
	Iteration 12Q: 3 clusters Score -354821.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -354849.468750 Penalty: 803.964417
	Iteration 13Q: 3 clusters Score -354849.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -354870.968750 Penalty: 803.964417
	Iteration 14Q: 3 clusters Score -354871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -354887.187500 Penalty: 803.964417
	Iteration 15Q: 3 clusters Score -354887.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -354897.718750 Penalty: 803.964417
	Iteration 16Q: 3 clusters Score -354897.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -354907.437500 Penalty: 803.964417
	Iteration 17Q: 3 clusters Score -354907.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -354915.062500 Penalty: 803.964417
	Iteration 18Q: 3 clusters Score -354915.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -354925.906250 Penalty: 803.964417
	Iteration 19Q: 3 clusters Score -354925.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -354934.718750 Penalty: 803.964417
	Iteration 20F: 3 clusters Score -354934.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -354942.156250 Penalty: 803.964417
	Iteration 21Q: 3 clusters Score -354942.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -354946.531250 Penalty: 803.964417
	Iteration 22Q: 3 clusters Score -354946.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -354950.093750 Penalty: 803.964417
	Iteration 23Q: 3 clusters Score -354950.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -354953.781250 Penalty: 803.964417
	Iteration 24Q: 3 clusters Score -354953.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354959.062500 Penalty: 803.964417
	Iteration 25Q: 3 clusters Score -354959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -354959.656250 Penalty: 803.964417
	Iteration 26Q: 3 clusters Score -354959.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -354959.812500 Penalty: 803.964417
	Iteration 27Q: 3 clusters Score -354959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -354961.156250 Penalty: 803.964417
	Iteration 28Q: 3 clusters Score -354961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354963.500000 Penalty: 803.964417
	Iteration 29Q: 3 clusters Score -354963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -354964.218750 Penalty: 803.964417
	Iteration 30Q: 3 clusters Score -354964.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -354966.250000 Penalty: 803.964417
	Iteration 31Q: 3 clusters Score -354966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354968.656250 Penalty: 803.964417
	Iteration 32Q: 3 clusters Score -354968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -354971.093750 Penalty: 803.964417
	Iteration 33Q: 3 clusters Score -354971.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -354973.531250 Penalty: 803.964417
	Iteration 34Q: 3 clusters Score -354973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -354975.375000 Penalty: 803.964417
	Iteration 35Q: 3 clusters Score -354975.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -354979.000000 Penalty: 803.964417
	Iteration 36Q: 3 clusters Score -354979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -354981.468750 Penalty: 803.964417
	Iteration 37Q: 3 clusters Score -354981.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -354984.125000 Penalty: 803.964417
	Iteration 38Q: 3 clusters Score -354984.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -354985.468750 Penalty: 803.964417
	Iteration 39Q: 3 clusters Score -354985.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -354986.437500 Penalty: 803.964417
	Iteration 40F: 3 clusters Score -354986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -354986.437500 Penalty: 803.964417
	Iteration 41Q: 3 clusters Score -354986.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -354987.437500 Penalty: 803.964417
	Iteration 42Q: 3 clusters Score -354987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -354989.000000 Penalty: 803.964417
	Iteration 43Q: 3 clusters Score -354989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -354991.281250 Penalty: 803.964417
	Iteration 44Q: 3 clusters Score -354991.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354992.500000 Penalty: 803.964417
	Iteration 45Q: 3 clusters Score -354992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -354993.500000 Penalty: 803.964417
	Iteration 46Q: 3 clusters Score -354993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -354993.531250 Penalty: 803.964417
	Iteration 47Q: 3 clusters Score -354993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -354994.593750 Penalty: 803.964417
	Iteration 48Q: 3 clusters Score -354994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -354994.718750 Penalty: 803.964417
	Iteration 49Q: 3 clusters Score -354994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -354995.437500 Penalty: 803.964417
	Iteration 50Q: 3 clusters Score -354995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -354995.562500 Penalty: 803.964417
	Iteration 51Q: 3 clusters Score -354995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -354996.125000 Penalty: 803.964417
	Iteration 52Q: 3 clusters Score -354996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -354996.093750 Penalty: 803.964417
	Iteration 53Q: 3 clusters Score -354996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -354997.281250 Penalty: 803.964417
	Iteration 54Q: 3 clusters Score -354997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -354998.937500 Penalty: 803.964417
	Iteration 55Q: 3 clusters Score -354998.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -355003.000000 Penalty: 803.964417
	Iteration 56Q: 3 clusters Score -355003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -355003.437500 Penalty: 803.964417
	Iteration 57Q: 3 clusters Score -355003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -355006.687500 Penalty: 803.964417
	Iteration 58Q: 3 clusters Score -355006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -355008.500000 Penalty: 803.964417
	Iteration 59Q: 3 clusters Score -355008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -355010.656250 Penalty: 803.964417
	Iteration 60F: 3 clusters Score -355010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355011.156250 Penalty: 803.964417
	Iteration 61Q: 3 clusters Score -355011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -355011.343750 Penalty: 803.964417
	Iteration 62Q: 3 clusters Score -355011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -355012.718750 Penalty: 803.964417
	Iteration 63Q: 3 clusters Score -355012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -355013.687500 Penalty: 803.964417
	Iteration 64Q: 3 clusters Score -355013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -355014.718750 Penalty: 803.964417
	Iteration 65Q: 3 clusters Score -355014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -355014.781250 Penalty: 803.964417
	Iteration 66Q: 3 clusters Score -355014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -355013.468750 Penalty: 803.964417
	Iteration 67Q: 3 clusters Score -355013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -355014.531250 Penalty: 803.964417
	Iteration 68Q: 3 clusters Score -355014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -355015.250000 Penalty: 803.964417
	Iteration 69Q: 3 clusters Score -355015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -355016.656250 Penalty: 803.964417
	Iteration 70Q: 3 clusters Score -355016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -355017.750000 Penalty: 803.964417
	Iteration 71Q: 3 clusters Score -355017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -355020.000000 Penalty: 803.964417
	Iteration 72Q: 3 clusters Score -355020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -355022.531250 Penalty: 803.964417
	Iteration 73Q: 3 clusters Score -355022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -355023.718750 Penalty: 803.964417
	Iteration 74Q: 3 clusters Score -355023.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -355027.437500 Penalty: 803.964417
	Iteration 75Q: 3 clusters Score -355027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -355031.812500 Penalty: 803.964417
	Iteration 76Q: 3 clusters Score -355031.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -355035.125000 Penalty: 803.964417
	Iteration 77Q: 3 clusters Score -355035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -355036.875000 Penalty: 803.964417
	Iteration 78Q: 3 clusters Score -355036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -355038.812500 Penalty: 803.964417
	Iteration 79Q: 3 clusters Score -355038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -355039.062500 Penalty: 803.964417
	Iteration 80F: 3 clusters Score -355039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -355042.468750 Penalty: 803.964417
	Iteration 81Q: 3 clusters Score -355042.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -355044.218750 Penalty: 803.964417
	Iteration 82Q: 3 clusters Score -355044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -355047.468750 Penalty: 803.964417
	Iteration 83Q: 3 clusters Score -355047.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -355047.937500 Penalty: 803.964417
	Iteration 84Q: 3 clusters Score -355047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -355051.218750 Penalty: 803.964417
	Iteration 85Q: 3 clusters Score -355051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -355054.968750 Penalty: 803.964417
	Iteration 86Q: 3 clusters Score -355055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -355058.625000 Penalty: 803.964417
	Iteration 87Q: 3 clusters Score -355058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -355060.312500 Penalty: 803.964417
	Iteration 88Q: 3 clusters Score -355060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -355061.218750 Penalty: 803.964417
	Iteration 89Q: 3 clusters Score -355061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -355062.812500 Penalty: 803.964417
	Iteration 90Q: 3 clusters Score -355062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -355062.750000 Penalty: 803.964417
	Iteration 91Q: 3 clusters Score -355062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -355063.781250 Penalty: 803.964417
	Iteration 92Q: 3 clusters Score -355063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -355063.468750 Penalty: 803.964417
	Iteration 93Q: 3 clusters Score -355063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -355064.437500 Penalty: 803.964417
	Iteration 94Q: 3 clusters Score -355064.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -355064.031250 Penalty: 803.964417
	Iteration 95Q: 3 clusters Score -355064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -355063.531250 Penalty: 803.964417
	Iteration 96Q: 3 clusters Score -355063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -355064.593750 Penalty: 803.964417
	Iteration 97Q: 3 clusters Score -355064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -355064.656250 Penalty: 803.964417
	Iteration 98Q: 3 clusters Score -355064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -355064.656250 Penalty: 803.964417
	Iteration 99F: 3 clusters Score -355064.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -173897.296875 Penalty: 366.437378
	Iteration 0F: 2 clusters Score -173897.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -171724.218750 Penalty: 732.874756
	Iteration 0F: 3 clusters Score -171724.2 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -172393.046875 Penalty: 732.874756
	Iteration 1F: 3 clusters Score -172393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -172465.937500 Penalty: 732.874756
	Iteration 2F: 3 clusters Score -172465.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -172532.890625 Penalty: 732.874756
	Iteration 3F: 3 clusters Score -172532.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -172615.734375 Penalty: 732.874756
	Iteration 4Q: 3 clusters Score -172615.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -172722.843750 Penalty: 732.874756
	Iteration 5F: 3 clusters Score -172722.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -172864.171875 Penalty: 732.874756
	Iteration 6F: 3 clusters Score -172864.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -173050.031250 Penalty: 732.874756
	Iteration 7F: 3 clusters Score -173050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -173243.218750 Penalty: 732.874756
	Iteration 8F: 3 clusters Score -173243.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -173395.468750 Penalty: 732.874756
	Iteration 9Q: 3 clusters Score -173395.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -173482.421875 Penalty: 732.874756
	Iteration 10Q: 3 clusters Score -173482.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -173528.984375 Penalty: 732.874756
	Iteration 11Q: 3 clusters Score -173529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -173548.734375 Penalty: 732.874756
	Iteration 12Q: 3 clusters Score -173548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -173551.546875 Penalty: 732.874756
	Iteration 13Q: 3 clusters Score -173551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -173555.156250 Penalty: 732.874756
	Iteration 14Q: 3 clusters Score -173555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -173562.875000 Penalty: 732.874756
	Iteration 15Q: 3 clusters Score -173562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -173570.890625 Penalty: 732.874756
	Iteration 16Q: 3 clusters Score -173570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -173577.265625 Penalty: 732.874756
	Iteration 17Q: 3 clusters Score -173577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -173579.765625 Penalty: 732.874756
	Iteration 18Q: 3 clusters Score -173579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -173579.765625 Penalty: 732.874756
	Iteration 19F: 3 clusters Score -173579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -490519.562500 Penalty: 416.211548
	Iteration 0F: 2 clusters Score -490519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -484169.468750 Penalty: 832.423096
	Iteration 0F: 3 clusters Score -484169.5 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -486770.062500 Penalty: 832.423096
	Iteration 1F: 3 clusters Score -486770.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -487096.062500 Penalty: 832.423096
	Iteration 2F: 3 clusters Score -487096.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -487635.406250 Penalty: 832.423096
	Iteration 3F: 3 clusters Score -487635.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -488378.093750 Penalty: 832.423096
	Iteration 4F: 3 clusters Score -488378.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -489062.187500 Penalty: 832.423096
	Iteration 5F: 3 clusters Score -489062.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -489500.875000 Penalty: 832.423096
	Iteration 6F: 3 clusters Score -489500.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -489634.031250 Penalty: 832.423096
	Iteration 7Q: 3 clusters Score -489634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -489685.312500 Penalty: 832.423096
	Iteration 8Q: 3 clusters Score -489685.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -489731.781250 Penalty: 832.423096
	Iteration 9Q: 3 clusters Score -489731.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -489771.281250 Penalty: 832.423096
	Iteration 10Q: 3 clusters Score -489771.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -489803.062500 Penalty: 832.423096
	Iteration 11Q: 3 clusters Score -489803.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -489829.062500 Penalty: 832.423096
	Iteration 12Q: 3 clusters Score -489829.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -489854.406250 Penalty: 832.423096
	Iteration 13Q: 3 clusters Score -489854.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -489880.125000 Penalty: 832.423096
	Iteration 14Q: 3 clusters Score -489880.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -489907.156250 Penalty: 832.423096
	Iteration 15Q: 3 clusters Score -489907.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -489926.000000 Penalty: 832.423096
	Iteration 16Q: 3 clusters Score -489926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -489939.906250 Penalty: 832.423096
	Iteration 17Q: 3 clusters Score -489939.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -489956.031250 Penalty: 832.423096
	Iteration 18Q: 3 clusters Score -489956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -489970.312500 Penalty: 832.423096
	Iteration 19Q: 3 clusters Score -489970.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -489982.187500 Penalty: 832.423096
	Iteration 20F: 3 clusters Score -489982.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -489994.500000 Penalty: 832.423096
	Iteration 21Q: 3 clusters Score -489994.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -490007.375000 Penalty: 832.423096
	Iteration 22Q: 3 clusters Score -490007.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -490020.156250 Penalty: 832.423096
	Iteration 23Q: 3 clusters Score -490020.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -490032.500000 Penalty: 832.423096
	Iteration 24Q: 3 clusters Score -490032.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -490045.000000 Penalty: 832.423096
	Iteration 25Q: 3 clusters Score -490045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -490055.875000 Penalty: 832.423096
	Iteration 26Q: 3 clusters Score -490055.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -490066.093750 Penalty: 832.423096
	Iteration 27Q: 3 clusters Score -490066.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -490078.156250 Penalty: 832.423096
	Iteration 28Q: 3 clusters Score -490078.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -490092.812500 Penalty: 832.423096
	Iteration 29Q: 3 clusters Score -490092.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -490113.250000 Penalty: 832.423096
	Iteration 30Q: 3 clusters Score -490113.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -490129.875000 Penalty: 832.423096
	Iteration 31Q: 3 clusters Score -490129.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -490144.968750 Penalty: 832.423096
	Iteration 32Q: 3 clusters Score -490145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -490157.093750 Penalty: 832.423096
	Iteration 33Q: 3 clusters Score -490157.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -490166.093750 Penalty: 832.423096
	Iteration 34Q: 3 clusters Score -490166.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -490177.843750 Penalty: 832.423096
	Iteration 35Q: 3 clusters Score -490177.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -490184.875000 Penalty: 832.423096
	Iteration 36Q: 3 clusters Score -490184.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -490191.562500 Penalty: 832.423096
	Iteration 37Q: 3 clusters Score -490191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -490200.406250 Penalty: 832.423096
	Iteration 38Q: 3 clusters Score -490200.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -490208.562500 Penalty: 832.423096
	Iteration 39Q: 3 clusters Score -490208.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -490215.812500 Penalty: 832.423096
	Iteration 40F: 3 clusters Score -490215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -490219.000000 Penalty: 832.423096
	Iteration 41Q: 3 clusters Score -490219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -490220.531250 Penalty: 832.423096
	Iteration 42Q: 3 clusters Score -490220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -490222.687500 Penalty: 832.423096
	Iteration 43Q: 3 clusters Score -490222.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -490225.406250 Penalty: 832.423096
	Iteration 44Q: 3 clusters Score -490225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -490227.250000 Penalty: 832.423096
	Iteration 45Q: 3 clusters Score -490227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -490231.437500 Penalty: 832.423096
	Iteration 46Q: 3 clusters Score -490231.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -490232.906250 Penalty: 832.423096
	Iteration 47Q: 3 clusters Score -490232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -490235.031250 Penalty: 832.423096
	Iteration 48Q: 3 clusters Score -490235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -490237.625000 Penalty: 832.423096
	Iteration 49Q: 3 clusters Score -490237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -490241.062500 Penalty: 832.423096
	Iteration 50Q: 3 clusters Score -490241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -490242.468750 Penalty: 832.423096
	Iteration 51Q: 3 clusters Score -490242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -490245.531250 Penalty: 832.423096
	Iteration 52Q: 3 clusters Score -490245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -490248.656250 Penalty: 832.423096
	Iteration 53Q: 3 clusters Score -490248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -490250.406250 Penalty: 832.423096
	Iteration 54Q: 3 clusters Score -490250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -490249.968750 Penalty: 832.423096
	Iteration 55Q: 3 clusters Score -490250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -490251.656250 Penalty: 832.423096
	Iteration 56Q: 3 clusters Score -490251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -490251.593750 Penalty: 832.423096
	Iteration 57Q: 3 clusters Score -490251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -490251.937500 Penalty: 832.423096
	Iteration 58Q: 3 clusters Score -490251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -490252.187500 Penalty: 832.423096
	Iteration 59Q: 3 clusters Score -490252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -490252.562500 Penalty: 832.423096
	Iteration 60F: 3 clusters Score -490252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -490253.656250 Penalty: 832.423096
	Iteration 61Q: 3 clusters Score -490253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -490256.156250 Penalty: 832.423096
	Iteration 62Q: 3 clusters Score -490256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -490259.031250 Penalty: 832.423096
	Iteration 63Q: 3 clusters Score -490259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -490260.343750 Penalty: 832.423096
	Iteration 64Q: 3 clusters Score -490260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -490260.343750 Penalty: 832.423096
	Iteration 65Q: 3 clusters Score -490260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -490261.031250 Penalty: 832.423096
	Iteration 66Q: 3 clusters Score -490261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -490262.312500 Penalty: 832.423096
	Iteration 67Q: 3 clusters Score -490262.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -490263.343750 Penalty: 832.423096
	Iteration 68Q: 3 clusters Score -490263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -490263.687500 Penalty: 832.423096
	Iteration 69Q: 3 clusters Score -490263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -490265.500000 Penalty: 832.423096
	Iteration 70Q: 3 clusters Score -490265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -490268.500000 Penalty: 832.423096
	Iteration 71Q: 3 clusters Score -490268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -490269.343750 Penalty: 832.423096
	Iteration 72Q: 3 clusters Score -490269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -490269.312500 Penalty: 832.423096
	Iteration 73Q: 3 clusters Score -490269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -490269.843750 Penalty: 832.423096
	Iteration 74Q: 3 clusters Score -490269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -490271.093750 Penalty: 832.423096
	Iteration 75Q: 3 clusters Score -490271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -490271.093750 Penalty: 832.423096
	Iteration 76F: 3 clusters Score -490271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -175556.421875 Penalty: 373.942535
	Iteration 0F: 2 clusters Score -175556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -173041.468750 Penalty: 747.885071
	Iteration 0F: 3 clusters Score -173041.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -173957.500000 Penalty: 747.885071
	Iteration 1F: 3 clusters Score -173957.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -174095.843750 Penalty: 747.885071
	Iteration 2F: 3 clusters Score -174095.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -174251.265625 Penalty: 747.885071
	Iteration 3F: 3 clusters Score -174251.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -174429.453125 Penalty: 747.885071
	Iteration 4F: 3 clusters Score -174429.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -174668.015625 Penalty: 747.885071
	Iteration 5F: 3 clusters Score -174668 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -174904.578125 Penalty: 747.885071
	Iteration 6F: 3 clusters Score -174904.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -175089.765625 Penalty: 747.885071
	Iteration 7F: 3 clusters Score -175089.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -175201.500000 Penalty: 747.885071
	Iteration 8Q: 3 clusters Score -175201.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -175263.406250 Penalty: 747.885071
	Iteration 9Q: 3 clusters Score -175263.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -175288.625000 Penalty: 747.885071
	Iteration 10Q: 3 clusters Score -175288.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -175307.156250 Penalty: 747.885071
	Iteration 11Q: 3 clusters Score -175307.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -175316.687500 Penalty: 747.885071
	Iteration 12Q: 3 clusters Score -175316.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -175320.640625 Penalty: 747.885071
	Iteration 13Q: 3 clusters Score -175320.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -175325.578125 Penalty: 747.885071
	Iteration 14Q: 3 clusters Score -175325.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -175329.453125 Penalty: 747.885071
	Iteration 15Q: 3 clusters Score -175329.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -175333.375000 Penalty: 747.885071
	Iteration 16Q: 3 clusters Score -175333.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -175335.859375 Penalty: 747.885071
	Iteration 17Q: 3 clusters Score -175335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -175337.093750 Penalty: 747.885071
	Iteration 18Q: 3 clusters Score -175337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -175337.859375 Penalty: 747.885071
	Iteration 19Q: 3 clusters Score -175337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -175337.812500 Penalty: 747.885071
	Iteration 20F: 3 clusters Score -175337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -175338.046875 Penalty: 747.885071
	Iteration 21Q: 3 clusters Score -175338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -175338.859375 Penalty: 747.885071
	Iteration 22Q: 3 clusters Score -175338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -175339.328125 Penalty: 747.885071
	Iteration 23Q: 3 clusters Score -175339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -175339.078125 Penalty: 747.885071
	Iteration 24Q: 3 clusters Score -175339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -175339.375000 Penalty: 747.885071
	Iteration 25Q: 3 clusters Score -175339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -175339.515625 Penalty: 747.885071
	Iteration 26Q: 3 clusters Score -175339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -175339.515625 Penalty: 747.885071
	Iteration 27F: 3 clusters Score -175339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -208788.796875 Penalty: 385.322784
	Iteration 0F: 2 clusters Score -208788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -205533.203125 Penalty: 770.645569
	Iteration 0F: 3 clusters Score -205533.2 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -206760.953125 Penalty: 770.645569
	Iteration 1F: 3 clusters Score -206761 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -206967.796875 Penalty: 770.645569
	Iteration 2F: 3 clusters Score -206967.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -207216.718750 Penalty: 770.645569
	Iteration 3F: 3 clusters Score -207216.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -207408.390625 Penalty: 770.645569
	Iteration 4F: 3 clusters Score -207408.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -207561.562500 Penalty: 770.645569
	Iteration 5F: 3 clusters Score -207561.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -207684.093750 Penalty: 770.645569
	Iteration 6Q: 3 clusters Score -207684.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -207781.703125 Penalty: 770.645569
	Iteration 7Q: 3 clusters Score -207781.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -207864.031250 Penalty: 770.645569
	Iteration 8Q: 3 clusters Score -207864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -207919.500000 Penalty: 770.645569
	Iteration 9Q: 3 clusters Score -207919.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -207964.125000 Penalty: 770.645569
	Iteration 10Q: 3 clusters Score -207964.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -208004.187500 Penalty: 770.645569
	Iteration 11Q: 3 clusters Score -208004.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -208033.546875 Penalty: 770.645569
	Iteration 12Q: 3 clusters Score -208033.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -208071.000000 Penalty: 770.645569
	Iteration 13Q: 3 clusters Score -208071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -208098.984375 Penalty: 770.645569
	Iteration 14Q: 3 clusters Score -208099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -208117.250000 Penalty: 770.645569
	Iteration 15Q: 3 clusters Score -208117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -208134.781250 Penalty: 770.645569
	Iteration 16Q: 3 clusters Score -208134.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -208156.515625 Penalty: 770.645569
	Iteration 17Q: 3 clusters Score -208156.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -208183.406250 Penalty: 770.645569
	Iteration 18Q: 3 clusters Score -208183.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -208222.984375 Penalty: 770.645569
	Iteration 19Q: 3 clusters Score -208223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -208293.250000 Penalty: 770.645569
	Iteration 20F: 3 clusters Score -208293.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -208363.640625 Penalty: 770.645569
	Iteration 21Q: 3 clusters Score -208363.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -208424.859375 Penalty: 770.645569
	Iteration 22Q: 3 clusters Score -208424.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -208462.484375 Penalty: 770.645569
	Iteration 23Q: 3 clusters Score -208462.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -208501.937500 Penalty: 770.645569
	Iteration 24Q: 3 clusters Score -208501.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -208537.406250 Penalty: 770.645569
	Iteration 25Q: 3 clusters Score -208537.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -208568.000000 Penalty: 770.645569
	Iteration 26Q: 3 clusters Score -208568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -208584.750000 Penalty: 770.645569
	Iteration 27Q: 3 clusters Score -208584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -208593.953125 Penalty: 770.645569
	Iteration 28Q: 3 clusters Score -208594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -208601.921875 Penalty: 770.645569
	Iteration 29Q: 3 clusters Score -208601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -208610.968750 Penalty: 770.645569
	Iteration 30Q: 3 clusters Score -208611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -208619.250000 Penalty: 770.645569
	Iteration 31Q: 3 clusters Score -208619.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -208626.078125 Penalty: 770.645569
	Iteration 32Q: 3 clusters Score -208626.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -208630.781250 Penalty: 770.645569
	Iteration 33Q: 3 clusters Score -208630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -208637.421875 Penalty: 770.645569
	Iteration 34Q: 3 clusters Score -208637.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -208640.906250 Penalty: 770.645569
	Iteration 35Q: 3 clusters Score -208640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -208643.953125 Penalty: 770.645569
	Iteration 36Q: 3 clusters Score -208644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -208646.843750 Penalty: 770.645569
	Iteration 37Q: 3 clusters Score -208646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -208647.234375 Penalty: 770.645569
	Iteration 38Q: 3 clusters Score -208647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -208647.656250 Penalty: 770.645569
	Iteration 39Q: 3 clusters Score -208647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -208652.984375 Penalty: 770.645569
	Iteration 40F: 3 clusters Score -208653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -208654.093750 Penalty: 770.645569
	Iteration 41Q: 3 clusters Score -208654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -208654.203125 Penalty: 770.645569
	Iteration 42Q: 3 clusters Score -208654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -208654.203125 Penalty: 770.645569
	Iteration 43F: 3 clusters Score -208654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -129790.750000 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -129790.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -127986.679688 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -127986.7 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -128617.976562 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -128618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -128684.039062 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -128684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -128739.742188 Penalty: 713.289246
	Iteration 3Q: 3 clusters Score -128739.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -128793.031250 Penalty: 713.289246
	Iteration 4Q: 3 clusters Score -128793 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -128851.445312 Penalty: 713.289246
	Iteration 5Q: 3 clusters Score -128851.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -128910.843750 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -128910.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -129004.351562 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -129004.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129114.203125 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -129114.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -129204.804688 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -129204.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129277.179688 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -129277.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129319.335938 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -129319.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -129343.171875 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -129343.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -129357.046875 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -129357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -129366.523438 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -129366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -129375.906250 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -129375.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -129390.835938 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -129390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129407.617188 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -129407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -129417.429688 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -129417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -129428.820312 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -129428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -129439.421875 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -129439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -129451.687500 Penalty: 713.289246
	Iteration 21Q: 3 clusters Score -129451.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -129461.203125 Penalty: 713.289246
	Iteration 22Q: 3 clusters Score -129461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -129470.664062 Penalty: 713.289246
	Iteration 23Q: 3 clusters Score -129470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -129475.859375 Penalty: 713.289246
	Iteration 24Q: 3 clusters Score -129475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -129480.539062 Penalty: 713.289246
	Iteration 25Q: 3 clusters Score -129480.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -129487.726562 Penalty: 713.289246
	Iteration 26Q: 3 clusters Score -129487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -129491.031250 Penalty: 713.289246
	Iteration 27Q: 3 clusters Score -129491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -129494.843750 Penalty: 713.289246
	Iteration 28Q: 3 clusters Score -129494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -129496.773438 Penalty: 713.289246
	Iteration 29Q: 3 clusters Score -129496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -129497.140625 Penalty: 713.289246
	Iteration 30Q: 3 clusters Score -129497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -129497.281250 Penalty: 713.289246
	Iteration 31Q: 3 clusters Score -129497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -129497.281250 Penalty: 713.289246
	Iteration 32F: 3 clusters Score -129497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -594045.750000 Penalty: 428.648407
	Iteration 0F: 2 clusters Score -594045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -585807.187500 Penalty: 857.296814
	Iteration 0F: 3 clusters Score -585807.2 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -589118.062500 Penalty: 857.296814
	Iteration 1F: 3 clusters Score -589118.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -589379.437500 Penalty: 857.296814
	Iteration 2F: 3 clusters Score -589379.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -589827.250000 Penalty: 857.296814
	Iteration 3F: 3 clusters Score -589827.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -590553.062500 Penalty: 857.296814
	Iteration 4F: 3 clusters Score -590553.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -591460.562500 Penalty: 857.296814
	Iteration 5F: 3 clusters Score -591460.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -592361.250000 Penalty: 857.296814
	Iteration 6F: 3 clusters Score -592361.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -592953.500000 Penalty: 857.296814
	Iteration 7Q: 3 clusters Score -592953.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -593308.937500 Penalty: 857.296814
	Iteration 8Q: 3 clusters Score -593308.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -593505.062500 Penalty: 857.296814
	Iteration 9Q: 3 clusters Score -593505.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -593598.812500 Penalty: 857.296814
	Iteration 10Q: 3 clusters Score -593598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -593641.062500 Penalty: 857.296814
	Iteration 11Q: 3 clusters Score -593641.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -593668.687500 Penalty: 857.296814
	Iteration 12Q: 3 clusters Score -593668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -593681.812500 Penalty: 857.296814
	Iteration 13Q: 3 clusters Score -593681.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -593690.375000 Penalty: 857.296814
	Iteration 14Q: 3 clusters Score -593690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -593693.500000 Penalty: 857.296814
	Iteration 15Q: 3 clusters Score -593693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -593693.812500 Penalty: 857.296814
	Iteration 16Q: 3 clusters Score -593693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -593693.812500 Penalty: 857.296814
	Iteration 17F: 3 clusters Score -593693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -40495.906250 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -40495.91 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 433 members 
Entering Unmasked Estep 
Score: -39758.843750 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -39758.84 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40194.050781 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -40194.05 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -40598.464844 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -40598.46 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -40772.269531 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -40772.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -40851.468750 Penalty: 618.103333
	Iteration 4F: 3 clusters Score -40851.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -40904.992188 Penalty: 618.103333
	Iteration 5Q: 3 clusters Score -40904.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -40959.476562 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -40959.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -40977.054688 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -40977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -40977.054688 Penalty: 618.103333
	Iteration 8F: 3 clusters Score -40977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 349720 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 18351 members 
Mstep: Class 20 contains 23674 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 67943 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 757 members 
Entering Unmasked Estep 
Score: -25290430.000000 Penalty: 14994.331055
Splitting cluster 15 changes total score from -25289680.000000 to -25290430.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -122381.796875 Penalty: 357.761139
	Iteration 0F: 2 clusters Score -122381.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -120528.695312 Penalty: 715.522278
	Iteration 0F: 3 clusters Score -120528.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -121144.046875 Penalty: 715.522278
	Iteration 1F: 3 clusters Score -121144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -121202.570312 Penalty: 715.522278
	Iteration 2F: 3 clusters Score -121202.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -121253.781250 Penalty: 715.522278
	Iteration 3Q: 3 clusters Score -121253.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121309.968750 Penalty: 715.522278
	Iteration 4Q: 3 clusters Score -121310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -121378.367188 Penalty: 715.522278
	Iteration 5Q: 3 clusters Score -121378.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -121454.718750 Penalty: 715.522278
	Iteration 6Q: 3 clusters Score -121454.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -121550.679688 Penalty: 715.522278
	Iteration 7Q: 3 clusters Score -121550.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -121659.867188 Penalty: 715.522278
	Iteration 8F: 3 clusters Score -121659.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -121759.554688 Penalty: 715.522278
	Iteration 9F: 3 clusters Score -121759.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -121838.304688 Penalty: 715.522278
	Iteration 10Q: 3 clusters Score -121838.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -121899.023438 Penalty: 715.522278
	Iteration 11Q: 3 clusters Score -121899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -121932.765625 Penalty: 715.522278
	Iteration 12Q: 3 clusters Score -121932.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -121951.320312 Penalty: 715.522278
	Iteration 13Q: 3 clusters Score -121951.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -121972.335938 Penalty: 715.522278
	Iteration 14Q: 3 clusters Score -121972.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -121986.781250 Penalty: 715.522278
	Iteration 15Q: 3 clusters Score -121986.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -121998.343750 Penalty: 715.522278
	Iteration 16Q: 3 clusters Score -121998.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -122013.031250 Penalty: 715.522278
	Iteration 17Q: 3 clusters Score -122013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -122031.132812 Penalty: 715.522278
	Iteration 18Q: 3 clusters Score -122031.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -122046.210938 Penalty: 715.522278
	Iteration 19Q: 3 clusters Score -122046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -122055.101562 Penalty: 715.522278
	Iteration 20F: 3 clusters Score -122055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -122061.000000 Penalty: 715.522278
	Iteration 21Q: 3 clusters Score -122061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -122068.351562 Penalty: 715.522278
	Iteration 22Q: 3 clusters Score -122068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -122075.132812 Penalty: 715.522278
	Iteration 23Q: 3 clusters Score -122075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -122078.609375 Penalty: 715.522278
	Iteration 24Q: 3 clusters Score -122078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -122081.992188 Penalty: 715.522278
	Iteration 25Q: 3 clusters Score -122082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -122085.703125 Penalty: 715.522278
	Iteration 26Q: 3 clusters Score -122085.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -122089.007812 Penalty: 715.522278
	Iteration 27Q: 3 clusters Score -122089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -122091.460938 Penalty: 715.522278
	Iteration 28Q: 3 clusters Score -122091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -122093.031250 Penalty: 715.522278
	Iteration 29Q: 3 clusters Score -122093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -122094.710938 Penalty: 715.522278
	Iteration 30Q: 3 clusters Score -122094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -122096.500000 Penalty: 715.522278
	Iteration 31Q: 3 clusters Score -122096.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -122099.656250 Penalty: 715.522278
	Iteration 32Q: 3 clusters Score -122099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -122103.156250 Penalty: 715.522278
	Iteration 33Q: 3 clusters Score -122103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -122106.929688 Penalty: 715.522278
	Iteration 34Q: 3 clusters Score -122106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -122113.218750 Penalty: 715.522278
	Iteration 35Q: 3 clusters Score -122113.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -122118.085938 Penalty: 715.522278
	Iteration 36Q: 3 clusters Score -122118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -122121.929688 Penalty: 715.522278
	Iteration 37Q: 3 clusters Score -122121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -122123.554688 Penalty: 715.522278
	Iteration 38Q: 3 clusters Score -122123.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -122124.578125 Penalty: 715.522278
	Iteration 39Q: 3 clusters Score -122124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -122126.078125 Penalty: 715.522278
	Iteration 40F: 3 clusters Score -122126.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -122127.421875 Penalty: 715.522278
	Iteration 41Q: 3 clusters Score -122127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -122128.031250 Penalty: 715.522278
	Iteration 42Q: 3 clusters Score -122128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -122128.242188 Penalty: 715.522278
	Iteration 43Q: 3 clusters Score -122128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -122128.273438 Penalty: 715.522278
	Iteration 44Q: 3 clusters Score -122128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -122128.359375 Penalty: 715.522278
	Iteration 45Q: 3 clusters Score -122128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -122128.359375 Penalty: 715.522278
	Iteration 46F: 3 clusters Score -122128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -8236.262695 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -8236.263 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 97 members 
Entering Unmasked Estep 
Score: -7954.786133 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -7954.786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8021.762695 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -8021.763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8029.883789 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -8029.884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8031.380859 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -8031.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8031.380859 Penalty: 484.836731
	Iteration 4F: 3 clusters Score -8031.381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Entering Unmasked Estep 
Score: -478560.062500 Penalty: 419.125031
	Iteration 0F: 2 clusters Score -478560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -471873.875000 Penalty: 838.250061
	Iteration 0F: 3 clusters Score -471873.9 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -474514.687500 Penalty: 838.250061
	Iteration 1F: 3 clusters Score -474514.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -474718.937500 Penalty: 838.250061
	Iteration 2F: 3 clusters Score -474718.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -475023.218750 Penalty: 838.250061
	Iteration 3F: 3 clusters Score -475023.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -475547.468750 Penalty: 838.250061
	Iteration 4F: 3 clusters Score -475547.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -476333.875000 Penalty: 838.250061
	Iteration 5F: 3 clusters Score -476333.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -477244.812500 Penalty: 838.250061
	Iteration 6F: 3 clusters Score -477244.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -477869.187500 Penalty: 838.250061
	Iteration 7F: 3 clusters Score -477869.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -478076.750000 Penalty: 838.250061
	Iteration 8Q: 3 clusters Score -478076.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -478145.593750 Penalty: 838.250061
	Iteration 9Q: 3 clusters Score -478145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -478159.093750 Penalty: 838.250061
	Iteration 10Q: 3 clusters Score -478159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -478166.031250 Penalty: 838.250061
	Iteration 11Q: 3 clusters Score -478166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -478168.593750 Penalty: 838.250061
	Iteration 12Q: 3 clusters Score -478168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -478172.125000 Penalty: 838.250061
	Iteration 13Q: 3 clusters Score -478172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -478181.468750 Penalty: 838.250061
	Iteration 14Q: 3 clusters Score -478181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -478185.250000 Penalty: 838.250061
	Iteration 15Q: 3 clusters Score -478185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -478186.468750 Penalty: 838.250061
	Iteration 16Q: 3 clusters Score -478186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -478186.468750 Penalty: 838.250061
	Iteration 17F: 3 clusters Score -478186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Entering Unmasked Estep 
Score: -950982.500000 Penalty: 446.693481
	Iteration 0F: 2 clusters Score -950982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -938655.812500 Penalty: 893.386963
	Iteration 0F: 3 clusters Score -938655.8 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -943798.125000 Penalty: 893.386963
	Iteration 1F: 3 clusters Score -943798.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -944373.000000 Penalty: 893.386963
	Iteration 2F: 3 clusters Score -944373 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -945489.500000 Penalty: 893.386963
	Iteration 3F: 3 clusters Score -945489.5 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -947206.312500 Penalty: 893.386963
	Iteration 4F: 3 clusters Score -947206.3 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -948886.250000 Penalty: 893.386963
	Iteration 5F: 3 clusters Score -948886.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -949770.062500 Penalty: 893.386963
	Iteration 6F: 3 clusters Score -949770.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -950152.812500 Penalty: 893.386963
	Iteration 7Q: 3 clusters Score -950152.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -950350.187500 Penalty: 893.386963
	Iteration 8Q: 3 clusters Score -950350.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -950488.937500 Penalty: 893.386963
	Iteration 9Q: 3 clusters Score -950488.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -950579.750000 Penalty: 893.386963
	Iteration 10Q: 3 clusters Score -950579.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -950629.687500 Penalty: 893.386963
	Iteration 11Q: 3 clusters Score -950629.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -950660.875000 Penalty: 893.386963
	Iteration 12Q: 3 clusters Score -950660.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -950685.812500 Penalty: 893.386963
	Iteration 13Q: 3 clusters Score -950685.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -950699.937500 Penalty: 893.386963
	Iteration 14Q: 3 clusters Score -950699.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -950715.687500 Penalty: 893.386963
	Iteration 15Q: 3 clusters Score -950715.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -950728.187500 Penalty: 893.386963
	Iteration 16Q: 3 clusters Score -950728.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -950739.812500 Penalty: 893.386963
	Iteration 17Q: 3 clusters Score -950739.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -950744.250000 Penalty: 893.386963
	Iteration 18Q: 3 clusters Score -950744.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -950747.375000 Penalty: 893.386963
	Iteration 19Q: 3 clusters Score -950747.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -950749.500000 Penalty: 893.386963
	Iteration 20F: 3 clusters Score -950749.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -950751.250000 Penalty: 893.386963
	Iteration 21Q: 3 clusters Score -950751.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -950751.562500 Penalty: 893.386963
	Iteration 22Q: 3 clusters Score -950751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -950755.562500 Penalty: 893.386963
	Iteration 23Q: 3 clusters Score -950755.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -950755.937500 Penalty: 893.386963
	Iteration 24Q: 3 clusters Score -950755.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -950757.375000 Penalty: 893.386963
	Iteration 25Q: 3 clusters Score -950757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -950759.812500 Penalty: 893.386963
	Iteration 26Q: 3 clusters Score -950759.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -950762.625000 Penalty: 893.386963
	Iteration 27Q: 3 clusters Score -950762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -950764.062500 Penalty: 893.386963
	Iteration 28Q: 3 clusters Score -950764.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -950767.687500 Penalty: 893.386963
	Iteration 29Q: 3 clusters Score -950767.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -950769.625000 Penalty: 893.386963
	Iteration 30Q: 3 clusters Score -950769.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -950773.062500 Penalty: 893.386963
	Iteration 31Q: 3 clusters Score -950773.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -950778.250000 Penalty: 893.386963
	Iteration 32Q: 3 clusters Score -950778.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -950784.062500 Penalty: 893.386963
	Iteration 33Q: 3 clusters Score -950784.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -950787.375000 Penalty: 893.386963
	Iteration 34Q: 3 clusters Score -950787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -950789.625000 Penalty: 893.386963
	Iteration 35Q: 3 clusters Score -950789.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -950791.562500 Penalty: 893.386963
	Iteration 36Q: 3 clusters Score -950791.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -950795.062500 Penalty: 893.386963
	Iteration 37Q: 3 clusters Score -950795.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -950794.500000 Penalty: 893.386963
	Iteration 38Q: 3 clusters Score -950794.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -950797.375000 Penalty: 893.386963
	Iteration 39Q: 3 clusters Score -950797.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -950798.750000 Penalty: 893.386963
	Iteration 40F: 3 clusters Score -950798.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -950799.625000 Penalty: 893.386963
	Iteration 41Q: 3 clusters Score -950799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -950805.562500 Penalty: 893.386963
	Iteration 42Q: 3 clusters Score -950805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -950807.187500 Penalty: 893.386963
	Iteration 43Q: 3 clusters Score -950807.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -950809.437500 Penalty: 893.386963
	Iteration 44Q: 3 clusters Score -950809.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -950808.000000 Penalty: 893.386963
	Iteration 45Q: 3 clusters Score -950808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -950817.062500 Penalty: 893.386963
	Iteration 46Q: 3 clusters Score -950817.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -950822.000000 Penalty: 893.386963
	Iteration 47Q: 3 clusters Score -950822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -950827.062500 Penalty: 893.386963
	Iteration 48Q: 3 clusters Score -950827.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -950830.312500 Penalty: 893.386963
	Iteration 49Q: 3 clusters Score -950830.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -950836.437500 Penalty: 893.386963
	Iteration 50Q: 3 clusters Score -950836.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -950841.500000 Penalty: 893.386963
	Iteration 51Q: 3 clusters Score -950841.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -950849.687500 Penalty: 893.386963
	Iteration 52Q: 3 clusters Score -950849.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -950857.625000 Penalty: 893.386963
	Iteration 53Q: 3 clusters Score -950857.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -950864.562500 Penalty: 893.386963
	Iteration 54Q: 3 clusters Score -950864.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -950868.062500 Penalty: 893.386963
	Iteration 55Q: 3 clusters Score -950868.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -950869.687500 Penalty: 893.386963
	Iteration 56Q: 3 clusters Score -950869.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -950873.437500 Penalty: 893.386963
	Iteration 57Q: 3 clusters Score -950873.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -950874.625000 Penalty: 893.386963
	Iteration 58Q: 3 clusters Score -950874.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -950879.250000 Penalty: 893.386963
	Iteration 59Q: 3 clusters Score -950879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -950879.500000 Penalty: 893.386963
	Iteration 60F: 3 clusters Score -950879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -950879.375000 Penalty: 893.386963
	Iteration 61Q: 3 clusters Score -950879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -950881.750000 Penalty: 893.386963
	Iteration 62Q: 3 clusters Score -950881.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -950884.687500 Penalty: 893.386963
	Iteration 63Q: 3 clusters Score -950884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -950888.125000 Penalty: 893.386963
	Iteration 64Q: 3 clusters Score -950888.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -950889.437500 Penalty: 893.386963
	Iteration 65Q: 3 clusters Score -950889.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -950892.625000 Penalty: 893.386963
	Iteration 66Q: 3 clusters Score -950892.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -950891.937500 Penalty: 893.386963
	Iteration 67Q: 3 clusters Score -950891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -950893.937500 Penalty: 893.386963
	Iteration 68Q: 3 clusters Score -950893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -950893.750000 Penalty: 893.386963
	Iteration 69Q: 3 clusters Score -950893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -950891.500000 Penalty: 893.386963
	Iteration 70Q: 3 clusters Score -950891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -950893.250000 Penalty: 893.386963
	Iteration 71Q: 3 clusters Score -950893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -950890.875000 Penalty: 893.386963
	Iteration 72Q: 3 clusters Score -950890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -950892.687500 Penalty: 893.386963
	Iteration 73Q: 3 clusters Score -950892.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -950897.000000 Penalty: 893.386963
	Iteration 74Q: 3 clusters Score -950897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -950896.250000 Penalty: 893.386963
	Iteration 75Q: 3 clusters Score -950896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -950896.187500 Penalty: 893.386963
	Iteration 76Q: 3 clusters Score -950896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -950896.125000 Penalty: 893.386963
	Iteration 77Q: 3 clusters Score -950896.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -950896.625000 Penalty: 893.386963
	Iteration 78Q: 3 clusters Score -950896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -950898.000000 Penalty: 893.386963
	Iteration 79Q: 3 clusters Score -950898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -950898.687500 Penalty: 893.386963
	Iteration 80F: 3 clusters Score -950898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -950899.750000 Penalty: 893.386963
	Iteration 81Q: 3 clusters Score -950899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -950898.875000 Penalty: 893.386963
	Iteration 82Q: 3 clusters Score -950898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -950899.625000 Penalty: 893.386963
	Iteration 83Q: 3 clusters Score -950899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -950899.625000 Penalty: 893.386963
	Iteration 84F: 3 clusters Score -950899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Entering Unmasked Estep 
Score: -1154503.500000 Penalty: 458.282043
	Iteration 0F: 2 clusters Score -1154504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1138638.375000 Penalty: 916.564087
	Iteration 0F: 3 clusters Score -1138638 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1145092.500000 Penalty: 916.564087
	Iteration 1F: 3 clusters Score -1145092 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1145269.000000 Penalty: 916.564087
	Iteration 2Q: 3 clusters Score -1145269 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1145474.875000 Penalty: 916.564087
	Iteration 3Q: 3 clusters Score -1145475 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1145756.250000 Penalty: 916.564087
	Iteration 4Q: 3 clusters Score -1145756 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1146147.625000 Penalty: 916.564087
	Iteration 5Q: 3 clusters Score -1146148 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1146791.250000 Penalty: 916.564087
	Iteration 6Q: 3 clusters Score -1146791 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1147735.750000 Penalty: 916.564087
	Iteration 7F: 3 clusters Score -1147736 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1148840.875000 Penalty: 916.564087
	Iteration 8F: 3 clusters Score -1148841 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1149733.750000 Penalty: 916.564087
	Iteration 9F: 3 clusters Score -1149734 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1150168.250000 Penalty: 916.564087
	Iteration 10Q: 3 clusters Score -1150168 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1150369.000000 Penalty: 916.564087
	Iteration 11Q: 3 clusters Score -1150369 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1150501.875000 Penalty: 916.564087
	Iteration 12Q: 3 clusters Score -1150502 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1150644.875000 Penalty: 916.564087
	Iteration 13Q: 3 clusters Score -1150645 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1150792.000000 Penalty: 916.564087
	Iteration 14Q: 3 clusters Score -1150792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1150961.500000 Penalty: 916.564087
	Iteration 15Q: 3 clusters Score -1150962 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1151145.375000 Penalty: 916.564087
	Iteration 16Q: 3 clusters Score -1151145 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1151337.625000 Penalty: 916.564087
	Iteration 17Q: 3 clusters Score -1151338 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1151550.250000 Penalty: 916.564087
	Iteration 18Q: 3 clusters Score -1151550 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1151776.375000 Penalty: 916.564087
	Iteration 19Q: 3 clusters Score -1151776 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1152051.000000 Penalty: 916.564087
	Iteration 20F: 3 clusters Score -1152051 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1152325.875000 Penalty: 916.564087
	Iteration 21Q: 3 clusters Score -1152326 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1152618.000000 Penalty: 916.564087
	Iteration 22Q: 3 clusters Score -1152618 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1152896.125000 Penalty: 916.564087
	Iteration 23Q: 3 clusters Score -1152896 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1153147.125000 Penalty: 916.564087
	Iteration 24Q: 3 clusters Score -1153147 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1153406.875000 Penalty: 916.564087
	Iteration 25Q: 3 clusters Score -1153407 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1153664.875000 Penalty: 916.564087
	Iteration 26Q: 3 clusters Score -1153665 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1153836.000000 Penalty: 916.564087
	Iteration 27Q: 3 clusters Score -1153836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1153946.000000 Penalty: 916.564087
	Iteration 28Q: 3 clusters Score -1153946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1154000.750000 Penalty: 916.564087
	Iteration 29Q: 3 clusters Score -1154001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1154038.000000 Penalty: 916.564087
	Iteration 30Q: 3 clusters Score -1154038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1154064.625000 Penalty: 916.564087
	Iteration 31Q: 3 clusters Score -1154065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1154086.000000 Penalty: 916.564087
	Iteration 32Q: 3 clusters Score -1154086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1154098.125000 Penalty: 916.564087
	Iteration 33Q: 3 clusters Score -1154098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1154105.125000 Penalty: 916.564087
	Iteration 34Q: 3 clusters Score -1154105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1154107.875000 Penalty: 916.564087
	Iteration 35Q: 3 clusters Score -1154108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1154110.500000 Penalty: 916.564087
	Iteration 36Q: 3 clusters Score -1154110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1154112.250000 Penalty: 916.564087
	Iteration 37Q: 3 clusters Score -1154112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1154114.375000 Penalty: 916.564087
	Iteration 38Q: 3 clusters Score -1154114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1154114.375000 Penalty: 916.564087
	Iteration 39F: 3 clusters Score -1154114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -26263.833984 Penalty: 290.449554
	Iteration 0F: 2 clusters Score -26263.83 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 291 members 
Entering Unmasked Estep 
Score: -25704.242188 Penalty: 580.899109
	Iteration 0F: 3 clusters Score -25704.24 nChanged 235
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: -25853.582031 Penalty: 580.899109
	Iteration 1F: 3 clusters Score -25853.58 nChanged 43
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: -25892.652344 Penalty: 580.899109
	Iteration 2F: 3 clusters Score -25892.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25930.359375 Penalty: 580.899109
	Iteration 3F: 3 clusters Score -25930.36 nChanged 28
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: -25977.076172 Penalty: 580.899109
	Iteration 4Q: 3 clusters Score -25977.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26067.132812 Penalty: 580.899109
	Iteration 5F: 3 clusters Score -26067.13 nChanged 41
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: -26147.863281 Penalty: 580.899109
	Iteration 6F: 3 clusters Score -26147.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26183.375000 Penalty: 580.899109
	Iteration 7Q: 3 clusters Score -26183.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26197.554688 Penalty: 580.899109
	Iteration 8Q: 3 clusters Score -26197.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26209.197266 Penalty: 580.899109
	Iteration 9Q: 3 clusters Score -26209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26229.089844 Penalty: 580.899109
	Iteration 10Q: 3 clusters Score -26229.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26246.748047 Penalty: 580.899109
	Iteration 11Q: 3 clusters Score -26246.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26270.777344 Penalty: 580.899109
	Iteration 12Q: 3 clusters Score -26270.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26289.763672 Penalty: 580.899109
	Iteration 13Q: 3 clusters Score -26289.76 nChanged 11
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: -26312.724609 Penalty: 580.899109
	Iteration 14Q: 3 clusters Score -26312.72 nChanged 13
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: -26340.156250 Penalty: 580.899109
	Iteration 15Q: 3 clusters Score -26340.16 nChanged 14
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: -26396.962891 Penalty: 580.899109
	Iteration 16Q: 3 clusters Score -26396.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26443.769531 Penalty: 580.899109
	Iteration 17Q: 3 clusters Score -26443.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26480.359375 Penalty: 580.899109
	Iteration 18Q: 3 clusters Score -26480.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26507.378906 Penalty: 580.899109
	Iteration 19Q: 3 clusters Score -26507.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26516.095703 Penalty: 580.899109
	Iteration 20F: 3 clusters Score -26516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26517.058594 Penalty: 580.899109
	Iteration 21Q: 3 clusters Score -26517.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26517.324219 Penalty: 580.899109
	Iteration 22Q: 3 clusters Score -26517.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26519.564453 Penalty: 580.899109
	Iteration 23Q: 3 clusters Score -26519.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26519.564453 Penalty: 580.899109
	Iteration 24F: 3 clusters Score -26519.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 349720 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 18351 members 
Mstep: Class 20 contains 23674 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 67943 members 
Mstep: Class 24 contains 383 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 245 members 
Entering Unmasked Estep 
Score: -25290388.000000 Penalty: 15594.104492
Splitting cluster 21 changes total score from -25289680.000000 to -25290388.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -157778.546875 Penalty: 369.215393
	Iteration 0F: 2 clusters Score -157778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -155468.781250 Penalty: 738.430786
	Iteration 0F: 3 clusters Score -155468.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -156292.015625 Penalty: 738.430786
	Iteration 1F: 3 clusters Score -156292 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -156414.546875 Penalty: 738.430786
	Iteration 2F: 3 clusters Score -156414.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -156533.687500 Penalty: 738.430786
	Iteration 3F: 3 clusters Score -156533.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -156689.000000 Penalty: 738.430786
	Iteration 4F: 3 clusters Score -156689 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -156884.343750 Penalty: 738.430786
	Iteration 5F: 3 clusters Score -156884.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -157062.734375 Penalty: 738.430786
	Iteration 6F: 3 clusters Score -157062.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -157212.640625 Penalty: 738.430786
	Iteration 7Q: 3 clusters Score -157212.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -157285.921875 Penalty: 738.430786
	Iteration 8Q: 3 clusters Score -157285.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -157331.734375 Penalty: 738.430786
	Iteration 9Q: 3 clusters Score -157331.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -157361.578125 Penalty: 738.430786
	Iteration 10Q: 3 clusters Score -157361.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -157387.859375 Penalty: 738.430786
	Iteration 11Q: 3 clusters Score -157387.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -157411.656250 Penalty: 738.430786
	Iteration 12Q: 3 clusters Score -157411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -157429.015625 Penalty: 738.430786
	Iteration 13Q: 3 clusters Score -157429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -157436.093750 Penalty: 738.430786
	Iteration 14Q: 3 clusters Score -157436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -157440.109375 Penalty: 738.430786
	Iteration 15Q: 3 clusters Score -157440.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -157444.890625 Penalty: 738.430786
	Iteration 16Q: 3 clusters Score -157444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -157447.015625 Penalty: 738.430786
	Iteration 17Q: 3 clusters Score -157447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -157448.421875 Penalty: 738.430786
	Iteration 18Q: 3 clusters Score -157448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -157449.703125 Penalty: 738.430786
	Iteration 19Q: 3 clusters Score -157449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -157451.375000 Penalty: 738.430786
	Iteration 20F: 3 clusters Score -157451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -157453.140625 Penalty: 738.430786
	Iteration 21Q: 3 clusters Score -157453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -157453.437500 Penalty: 738.430786
	Iteration 22Q: 3 clusters Score -157453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -157453.718750 Penalty: 738.430786
	Iteration 23Q: 3 clusters Score -157453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -157454.390625 Penalty: 738.430786
	Iteration 24Q: 3 clusters Score -157454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -157454.390625 Penalty: 738.430786
	Iteration 25F: 3 clusters Score -157454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Entering Unmasked Estep 
Score: -3454094.750000 Penalty: 506.252319
	Iteration 0F: 2 clusters Score -3454095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3408530.000000 Penalty: 1012.504639
	Iteration 0F: 3 clusters Score -3408530 nChanged 33013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3428790.250000 Penalty: 1012.504639
	Iteration 1F: 3 clusters Score -3428790 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -3429941.000000 Penalty: 1012.504639
	Iteration 2Q: 3 clusters Score -3429941 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3431378.750000 Penalty: 1012.504639
	Iteration 3Q: 3 clusters Score -3431379 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3433055.750000 Penalty: 1012.504639
	Iteration 4Q: 3 clusters Score -3433056 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3435245.750000 Penalty: 1012.504639
	Iteration 5F: 3 clusters Score -3435246 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3438011.750000 Penalty: 1012.504639
	Iteration 6F: 3 clusters Score -3438012 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3441000.000000 Penalty: 1012.504639
	Iteration 7F: 3 clusters Score -3441000 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3443503.000000 Penalty: 1012.504639
	Iteration 8F: 3 clusters Score -3443503 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3445125.500000 Penalty: 1012.504639
	Iteration 9Q: 3 clusters Score -3445126 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3445964.750000 Penalty: 1012.504639
	Iteration 10Q: 3 clusters Score -3445965 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3446405.250000 Penalty: 1012.504639
	Iteration 11Q: 3 clusters Score -3446405 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3446714.250000 Penalty: 1012.504639
	Iteration 12Q: 3 clusters Score -3446714 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3446929.500000 Penalty: 1012.504639
	Iteration 13Q: 3 clusters Score -3446930 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3447107.000000 Penalty: 1012.504639
	Iteration 14Q: 3 clusters Score -3447107 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3447246.250000 Penalty: 1012.504639
	Iteration 15Q: 3 clusters Score -3447246 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3447378.500000 Penalty: 1012.504639
	Iteration 16Q: 3 clusters Score -3447378 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3447478.500000 Penalty: 1012.504639
	Iteration 17Q: 3 clusters Score -3447478 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3447549.750000 Penalty: 1012.504639
	Iteration 18Q: 3 clusters Score -3447550 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3447630.000000 Penalty: 1012.504639
	Iteration 19Q: 3 clusters Score -3447630 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3447688.750000 Penalty: 1012.504639
	Iteration 20F: 3 clusters Score -3447689 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3447728.750000 Penalty: 1012.504639
	Iteration 21Q: 3 clusters Score -3447729 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3447795.250000 Penalty: 1012.504639
	Iteration 22Q: 3 clusters Score -3447795 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3447860.750000 Penalty: 1012.504639
	Iteration 23Q: 3 clusters Score -3447861 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3447928.250000 Penalty: 1012.504639
	Iteration 24Q: 3 clusters Score -3447928 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3447989.250000 Penalty: 1012.504639
	Iteration 25Q: 3 clusters Score -3447989 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3448040.250000 Penalty: 1012.504639
	Iteration 26Q: 3 clusters Score -3448040 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3448093.500000 Penalty: 1012.504639
	Iteration 27Q: 3 clusters Score -3448094 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3448181.000000 Penalty: 1012.504639
	Iteration 28Q: 3 clusters Score -3448181 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3448253.500000 Penalty: 1012.504639
	Iteration 29Q: 3 clusters Score -3448254 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3448326.750000 Penalty: 1012.504639
	Iteration 30Q: 3 clusters Score -3448327 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3448399.000000 Penalty: 1012.504639
	Iteration 31Q: 3 clusters Score -3448399 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3448453.500000 Penalty: 1012.504639
	Iteration 32Q: 3 clusters Score -3448454 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3448516.750000 Penalty: 1012.504639
	Iteration 33Q: 3 clusters Score -3448517 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3448622.750000 Penalty: 1012.504639
	Iteration 34Q: 3 clusters Score -3448623 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3448734.750000 Penalty: 1012.504639
	Iteration 35Q: 3 clusters Score -3448735 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3448836.500000 Penalty: 1012.504639
	Iteration 36Q: 3 clusters Score -3448836 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3448932.250000 Penalty: 1012.504639
	Iteration 37Q: 3 clusters Score -3448932 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3449022.750000 Penalty: 1012.504639
	Iteration 38Q: 3 clusters Score -3449023 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3449142.250000 Penalty: 1012.504639
	Iteration 39Q: 3 clusters Score -3449142 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3449252.750000 Penalty: 1012.504639
	Iteration 40F: 3 clusters Score -3449253 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3449393.250000 Penalty: 1012.504639
	Iteration 41Q: 3 clusters Score -3449393 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3449517.250000 Penalty: 1012.504639
	Iteration 42Q: 3 clusters Score -3449517 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3449663.000000 Penalty: 1012.504639
	Iteration 43Q: 3 clusters Score -3449663 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3449812.000000 Penalty: 1012.504639
	Iteration 44Q: 3 clusters Score -3449812 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3449968.000000 Penalty: 1012.504639
	Iteration 45Q: 3 clusters Score -3449968 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3450138.000000 Penalty: 1012.504639
	Iteration 46Q: 3 clusters Score -3450138 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3450337.750000 Penalty: 1012.504639
	Iteration 47Q: 3 clusters Score -3450338 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3450512.250000 Penalty: 1012.504639
	Iteration 48Q: 3 clusters Score -3450512 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3450745.750000 Penalty: 1012.504639
	Iteration 49Q: 3 clusters Score -3450746 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3450965.250000 Penalty: 1012.504639
	Iteration 50Q: 3 clusters Score -3450965 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3451231.000000 Penalty: 1012.504639
	Iteration 51Q: 3 clusters Score -3451231 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3451498.250000 Penalty: 1012.504639
	Iteration 52Q: 3 clusters Score -3451498 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3451738.750000 Penalty: 1012.504639
	Iteration 53Q: 3 clusters Score -3451739 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3452012.000000 Penalty: 1012.504639
	Iteration 54Q: 3 clusters Score -3452012 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3452243.500000 Penalty: 1012.504639
	Iteration 55Q: 3 clusters Score -3452244 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3452446.250000 Penalty: 1012.504639
	Iteration 56Q: 3 clusters Score -3452446 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3452630.500000 Penalty: 1012.504639
	Iteration 57Q: 3 clusters Score -3452630 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3452772.750000 Penalty: 1012.504639
	Iteration 58Q: 3 clusters Score -3452773 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3452905.500000 Penalty: 1012.504639
	Iteration 59Q: 3 clusters Score -3452906 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3453016.000000 Penalty: 1012.504639
	Iteration 60F: 3 clusters Score -3453016 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3453130.750000 Penalty: 1012.504639
	Iteration 61Q: 3 clusters Score -3453131 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3453220.500000 Penalty: 1012.504639
	Iteration 62Q: 3 clusters Score -3453220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3453310.500000 Penalty: 1012.504639
	Iteration 63Q: 3 clusters Score -3453310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3453367.000000 Penalty: 1012.504639
	Iteration 64Q: 3 clusters Score -3453367 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3453425.750000 Penalty: 1012.504639
	Iteration 65Q: 3 clusters Score -3453426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3453472.250000 Penalty: 1012.504639
	Iteration 66Q: 3 clusters Score -3453472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3453511.500000 Penalty: 1012.504639
	Iteration 67Q: 3 clusters Score -3453512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3453545.750000 Penalty: 1012.504639
	Iteration 68Q: 3 clusters Score -3453546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3453574.750000 Penalty: 1012.504639
	Iteration 69Q: 3 clusters Score -3453575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3453601.500000 Penalty: 1012.504639
	Iteration 70Q: 3 clusters Score -3453602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3453621.750000 Penalty: 1012.504639
	Iteration 71Q: 3 clusters Score -3453622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3453630.750000 Penalty: 1012.504639
	Iteration 72Q: 3 clusters Score -3453631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3453634.500000 Penalty: 1012.504639
	Iteration 73Q: 3 clusters Score -3453634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3453644.250000 Penalty: 1012.504639
	Iteration 74Q: 3 clusters Score -3453644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3453650.500000 Penalty: 1012.504639
	Iteration 75Q: 3 clusters Score -3453650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3453652.750000 Penalty: 1012.504639
	Iteration 76Q: 3 clusters Score -3453653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3453654.250000 Penalty: 1012.504639
	Iteration 77Q: 3 clusters Score -3453654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3453657.000000 Penalty: 1012.504639
	Iteration 78Q: 3 clusters Score -3453657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3453656.250000 Penalty: 1012.504639
	Iteration 79Q: 3 clusters Score -3453656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3453663.250000 Penalty: 1012.504639
	Iteration 80F: 3 clusters Score -3453663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3453667.500000 Penalty: 1012.504639
	Iteration 81Q: 3 clusters Score -3453668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3453668.750000 Penalty: 1012.504639
	Iteration 82Q: 3 clusters Score -3453669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3453668.500000 Penalty: 1012.504639
	Iteration 83Q: 3 clusters Score -3453668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3453669.000000 Penalty: 1012.504639
	Iteration 84Q: 3 clusters Score -3453669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3453670.000000 Penalty: 1012.504639
	Iteration 85Q: 3 clusters Score -3453670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3453670.000000 Penalty: 1012.504639
	Iteration 86Q: 3 clusters Score -3453670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3453670.000000 Penalty: 1012.504639
	Iteration 87F: 3 clusters Score -3453670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 349720 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 4763 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 134 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 10012 members 
Mstep: Class 19 contains 18351 members 
Mstep: Class 20 contains 23674 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 67943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290486.000000 Penalty: 15594.104492
Iteration 79Q: 27 clusters Score -2.529049e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 349680 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 4718 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 12348 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 18482 members 
Mstep: Class 20 contains 23608 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 67852 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290618.000000 Penalty: 15594.104492
Iteration 80F: 27 clusters Score -2.529062e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 849 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 349675 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 3745 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 9994 members 
Mstep: Class 19 contains 18605 members 
Mstep: Class 20 contains 23527 members 
Mstep: Class 21 contains 347 members 
Mstep: Class 22 contains 3411 members 
Mstep: Class 23 contains 67763 members 
Mstep: Class 24 contains 380 members 
Mstep: Class 25 contains 765 members 
Mstep: Class 26 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290694.000000 Penalty: 15594.104492
Iteration 81Q: 27 clusters Score -2.529069e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 550 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 349653 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 4610 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 12360 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 9984 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 23452 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3448 members 
Mstep: Class 23 contains 67690 members 
Mstep: Class 24 contains 380 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290802.000000 Penalty: 15594.104492
Iteration 82Q: 27 clusters Score -2.52908e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 349676 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 3782 members 
Mstep: Class 12 contains 4561 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 18836 members 
Mstep: Class 20 contains 23370 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3485 members 
Mstep: Class 23 contains 67606 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290836.000000 Penalty: 15594.104492
Iteration 83Q: 27 clusters Score -2.529084e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 349709 members 
Mstep: Class 8 contains 6911 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 9530 members 
Mstep: Class 11 contains 3803 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 12364 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 18959 members 
Mstep: Class 20 contains 23293 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 67526 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290828.000000 Penalty: 15594.104492
Iteration 84Q: 27 clusters Score -2.529083e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 7 contains 349721 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 19096 members 
Mstep: Class 20 contains 23212 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 67441 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290838.000000 Penalty: 15594.104492
Iteration 85Q: 27 clusters Score -2.529084e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 349746 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 3852 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12357 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 19229 members 
Mstep: Class 20 contains 23127 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3599 members 
Mstep: Class 23 contains 67357 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290826.000000 Penalty: 15594.104492
Iteration 86Q: 27 clusters Score -2.529083e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2350 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4325 members 
Mstep: Class 7 contains 349765 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 12356 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 19354 members 
Mstep: Class 20 contains 23038 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 67277 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290822.000000 Penalty: 15594.104492
Iteration 87Q: 27 clusters Score -2.529082e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 349793 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 19457 members 
Mstep: Class 20 contains 22962 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3681 members 
Mstep: Class 23 contains 67191 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290874.000000 Penalty: 15594.104492
Iteration 88Q: 27 clusters Score -2.529087e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 349816 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 12375 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 19 contains 19556 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 67115 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290896.000000 Penalty: 15594.104492
Iteration 89Q: 27 clusters Score -2.52909e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 349855 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 12370 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 9835 members 
Mstep: Class 19 contains 19652 members 
Mstep: Class 20 contains 22815 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 67044 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290912.000000 Penalty: 15594.104492
Iteration 90Q: 27 clusters Score -2.529091e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 349859 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 3985 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 12375 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2562 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 9809 members 
Mstep: Class 19 contains 19764 members 
Mstep: Class 20 contains 22740 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 66973 members 
Mstep: Class 24 contains 380 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290926.000000 Penalty: 15594.104492
Iteration 91Q: 27 clusters Score -2.529093e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 349871 members 
Mstep: Class 8 contains 7006 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 9740 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 12 contains 4115 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 12382 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 9784 members 
Mstep: Class 19 contains 19866 members 
Mstep: Class 20 contains 22661 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 66896 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25290986.000000 Penalty: 15594.104492
Iteration 92Q: 27 clusters Score -2.529099e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 349918 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 3606 members 
Mstep: Class 10 contains 9758 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 4074 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 12396 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2559 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 19948 members 
Mstep: Class 20 contains 22558 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3833 members 
Mstep: Class 23 contains 66817 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291006.000000 Penalty: 15594.104492
Iteration 93Q: 27 clusters Score -2.529101e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 349933 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 9779 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 12412 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 20047 members 
Mstep: Class 20 contains 22465 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 66744 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291094.000000 Penalty: 15594.104492
Iteration 94Q: 27 clusters Score -2.529109e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 349932 members 
Mstep: Class 8 contains 7079 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 9799 members 
Mstep: Class 11 contains 4056 members 
Mstep: Class 12 contains 3975 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 12420 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 20140 members 
Mstep: Class 20 contains 22379 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 66679 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291146.000000 Penalty: 15594.104492
Iteration 95Q: 27 clusters Score -2.529115e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 349910 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 12429 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 22290 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3932 members 
Mstep: Class 23 contains 66635 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291254.000000 Penalty: 15594.104492
Iteration 96Q: 27 clusters Score -2.529125e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 349852 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 3779 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 4094 members 
Mstep: Class 12 contains 3877 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 12439 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 213 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 20380 members 
Mstep: Class 20 contains 22214 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3958 members 
Mstep: Class 23 contains 66576 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291404.000000 Penalty: 15594.104492
Iteration 97Q: 27 clusters Score -2.52914e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 349805 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 3827 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 12446 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 214 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 20506 members 
Mstep: Class 20 contains 22127 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 66524 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291414.000000 Penalty: 15594.104492
Iteration 98Q: 27 clusters Score -2.529141e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 349728 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 3788 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 12456 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 19 contains 20624 members 
Mstep: Class 20 contains 22062 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4005 members 
Mstep: Class 23 contains 66460 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291518.000000 Penalty: 15594.104492
Iteration 99Q: 27 clusters Score -2.529152e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 349666 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 12461 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9630 members 
Mstep: Class 19 contains 20747 members 
Mstep: Class 20 contains 21983 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4026 members 
Mstep: Class 23 contains 66398 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291576.000000 Penalty: 15594.104492
Iteration 100F: 27 clusters Score -2.529158e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 349639 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 12457 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9605 members 
Mstep: Class 19 contains 20856 members 
Mstep: Class 20 contains 21894 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4053 members 
Mstep: Class 23 contains 66335 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291574.000000 Penalty: 15594.104492
Iteration 101Q: 27 clusters Score -2.529157e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4147 members 
Mstep: Class 7 contains 349597 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 12455 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9571 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 20 contains 21814 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 66282 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291614.000000 Penalty: 15594.104492
Iteration 102Q: 27 clusters Score -2.529161e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 349589 members 
Mstep: Class 8 contains 7234 members 
Mstep: Class 9 contains 4106 members 
Mstep: Class 10 contains 10026 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 12465 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2568 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9541 members 
Mstep: Class 19 contains 21053 members 
Mstep: Class 20 contains 21721 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 66211 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291650.000000 Penalty: 15594.104492
Iteration 103Q: 27 clusters Score -2.529165e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 349573 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 10059 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 2520 members 
Mstep: Class 14 contains 12482 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9502 members 
Mstep: Class 19 contains 21158 members 
Mstep: Class 20 contains 21627 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4137 members 
Mstep: Class 23 contains 66150 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291702.000000 Penalty: 15594.104492
Iteration 104Q: 27 clusters Score -2.52917e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 349544 members 
Mstep: Class 8 contains 7261 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 12488 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 21267 members 
Mstep: Class 20 contains 21537 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 66093 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291744.000000 Penalty: 15594.104492
Iteration 105Q: 27 clusters Score -2.529174e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 349515 members 
Mstep: Class 8 contains 7278 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 12504 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 21367 members 
Mstep: Class 20 contains 21459 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 66041 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291788.000000 Penalty: 15594.104492
Iteration 106Q: 27 clusters Score -2.529179e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 349482 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 4279 members 
Mstep: Class 10 contains 10140 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 2494 members 
Mstep: Class 14 contains 12518 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2569 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9435 members 
Mstep: Class 19 contains 21467 members 
Mstep: Class 20 contains 21390 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4174 members 
Mstep: Class 23 contains 65992 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291854.000000 Penalty: 15594.104492
Iteration 107Q: 27 clusters Score -2.529185e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 349449 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 10168 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 3497 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 12530 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9418 members 
Mstep: Class 19 contains 21574 members 
Mstep: Class 20 contains 21326 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 65942 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291922.000000 Penalty: 15594.104492
Iteration 108Q: 27 clusters Score -2.529192e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 349390 members 
Mstep: Class 8 contains 7315 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 21682 members 
Mstep: Class 20 contains 21258 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4200 members 
Mstep: Class 23 contains 65902 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25291964.000000 Penalty: 15594.104492
Iteration 109Q: 27 clusters Score -2.529196e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 638 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 349327 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 12559 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9399 members 
Mstep: Class 19 contains 21795 members 
Mstep: Class 20 contains 21188 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4211 members 
Mstep: Class 23 contains 65860 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292004.000000 Penalty: 15594.104492
Iteration 110Q: 27 clusters Score -2.5292e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 349292 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 4390 members 
Mstep: Class 10 contains 10254 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 2449 members 
Mstep: Class 14 contains 12567 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 9392 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 21127 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 65809 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292014.000000 Penalty: 15594.104492
Iteration 111Q: 27 clusters Score -2.529201e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4036 members 
Mstep: Class 7 contains 349259 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 2435 members 
Mstep: Class 14 contains 12578 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 9380 members 
Mstep: Class 19 contains 22004 members 
Mstep: Class 20 contains 21083 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 65758 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292062.000000 Penalty: 15594.104492
Iteration 112Q: 27 clusters Score -2.529206e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 349240 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 12587 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9371 members 
Mstep: Class 19 contains 22096 members 
Mstep: Class 20 contains 21027 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 65710 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292056.000000 Penalty: 15594.104492
Iteration 113Q: 27 clusters Score -2.529206e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 349222 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 12600 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9361 members 
Mstep: Class 19 contains 22181 members 
Mstep: Class 20 contains 20983 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 65652 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292004.000000 Penalty: 15594.104492
Iteration 114Q: 27 clusters Score -2.5292e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 349187 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 12605 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2553 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9352 members 
Mstep: Class 19 contains 22275 members 
Mstep: Class 20 contains 20924 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 65603 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292030.000000 Penalty: 15594.104492
Iteration 115Q: 27 clusters Score -2.529203e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 349165 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 3311 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 14 contains 12607 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 9342 members 
Mstep: Class 19 contains 22354 members 
Mstep: Class 20 contains 20868 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 65555 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292092.000000 Penalty: 15594.104492
Iteration 116Q: 27 clusters Score -2.529209e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 349144 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 3299 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 14 contains 12602 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 9329 members 
Mstep: Class 19 contains 22430 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4299 members 
Mstep: Class 23 contains 65517 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292078.000000 Penalty: 15594.104492
Iteration 117Q: 27 clusters Score -2.529208e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 349093 members 
Mstep: Class 8 contains 7437 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 12605 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9316 members 
Mstep: Class 19 contains 22510 members 
Mstep: Class 20 contains 20792 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4299 members 
Mstep: Class 23 contains 65482 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25292162.000000 Penalty: 15594.104492
Iteration 118Q: 27 clusters Score -2.529216e+07 nChanged 334
Entering ConstructFrom: 
Score: -25292162.000000 Penalty: 15594.104492
Entering ConstructFrom: 
Trying to split cluster 1 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -69582.375000 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -69582.38 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 717 members 
Entering Unmasked Estep 
Score: -68509.312500 Penalty: 659.094604
	Iteration 0F: 3 clusters Score -68509.31 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -68818.804688 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -68818.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -68870.765625 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -68870.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68908.054688 Penalty: 659.094604
	Iteration 3Q: 3 clusters Score -68908.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -68941.968750 Penalty: 659.094604
	Iteration 4Q: 3 clusters Score -68941.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -68981.812500 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -68981.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -69026.507812 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -69026.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -69072.500000 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -69072.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -69106.765625 Penalty: 659.094604
	Iteration 8Q: 3 clusters Score -69106.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -69135.554688 Penalty: 659.094604
	Iteration 9Q: 3 clusters Score -69135.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -69155.507812 Penalty: 659.094604
	Iteration 10Q: 3 clusters Score -69155.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -69180.312500 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -69180.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -69207.937500 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -69207.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -69239.046875 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -69239.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -69259.164062 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -69259.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -69271.039062 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -69271.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -69279.421875 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -69279.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -69283.968750 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -69283.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -69289.085938 Penalty: 659.094604
	Iteration 18Q: 3 clusters Score -69289.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -69291.898438 Penalty: 659.094604
	Iteration 19Q: 3 clusters Score -69291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -69295.976562 Penalty: 659.094604
	Iteration 20F: 3 clusters Score -69295.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -69297.726562 Penalty: 659.094604
	Iteration 21Q: 3 clusters Score -69297.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -69298.710938 Penalty: 659.094604
	Iteration 22Q: 3 clusters Score -69298.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -69301.937500 Penalty: 659.094604
	Iteration 23Q: 3 clusters Score -69301.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -69304.148438 Penalty: 659.094604
	Iteration 24Q: 3 clusters Score -69304.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -69304.906250 Penalty: 659.094604
	Iteration 25Q: 3 clusters Score -69304.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -69306.367188 Penalty: 659.094604
	Iteration 26Q: 3 clusters Score -69306.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -69307.601562 Penalty: 659.094604
	Iteration 27Q: 3 clusters Score -69307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -69310.179688 Penalty: 659.094604
	Iteration 28Q: 3 clusters Score -69310.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -69312.265625 Penalty: 659.094604
	Iteration 29Q: 3 clusters Score -69312.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -69315.015625 Penalty: 659.094604
	Iteration 30Q: 3 clusters Score -69315.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -69315.281250 Penalty: 659.094604
	Iteration 31Q: 3 clusters Score -69315.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -69315.281250 Penalty: 659.094604
	Iteration 32F: 3 clusters Score -69315.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -30268.833984 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -30268.83 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 328 members 
Entering Unmasked Estep 
Score: -29668.386719 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -29668.39 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29808.718750 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -29808.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29839.730469 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -29839.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29855.458984 Penalty: 589.544373
	Iteration 3Q: 3 clusters Score -29855.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29865.167969 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -29865.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29870.460938 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -29870.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29872.841797 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -29872.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29875.447266 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -29875.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29878.341797 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -29878.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29881.433594 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -29881.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29884.025391 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -29884.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29888.507812 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -29888.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29894.525391 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -29894.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29902.193359 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -29902.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29906.175781 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -29906.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29911.484375 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -29911.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29921.302734 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -29921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29929.583984 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -29929.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29943.275391 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -29943.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29956.072266 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -29956.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29972.076172 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -29972.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29991.830078 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -29991.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30008.875000 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -30008.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -30021.486328 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -30021.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30036.585938 Penalty: 589.544373
	Iteration 24Q: 3 clusters Score -30036.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30047.562500 Penalty: 589.544373
	Iteration 25Q: 3 clusters Score -30047.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30059.333984 Penalty: 589.544373
	Iteration 26Q: 3 clusters Score -30059.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30063.468750 Penalty: 589.544373
	Iteration 27Q: 3 clusters Score -30063.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30066.640625 Penalty: 589.544373
	Iteration 28Q: 3 clusters Score -30066.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30071.507812 Penalty: 589.544373
	Iteration 29Q: 3 clusters Score -30071.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30076.115234 Penalty: 589.544373
	Iteration 30Q: 3 clusters Score -30076.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30077.150391 Penalty: 589.544373
	Iteration 31Q: 3 clusters Score -30077.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30077.150391 Penalty: 589.544373
	Iteration 32F: 3 clusters Score -30077.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -111805.390625 Penalty: 352.358215
	Iteration 0F: 2 clusters Score -111805.4 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 1144 members 
Entering Unmasked Estep 
Score: -110192.984375 Penalty: 704.716431
	Iteration 0F: 3 clusters Score -110193 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -110693.523438 Penalty: 704.716431
	Iteration 1F: 3 clusters Score -110693.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -110773.625000 Penalty: 704.716431
	Iteration 2F: 3 clusters Score -110773.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -110823.625000 Penalty: 704.716431
	Iteration 3F: 3 clusters Score -110823.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -110859.328125 Penalty: 704.716431
	Iteration 4Q: 3 clusters Score -110859.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -110892.265625 Penalty: 704.716431
	Iteration 5Q: 3 clusters Score -110892.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -110917.406250 Penalty: 704.716431
	Iteration 6Q: 3 clusters Score -110917.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -110945.921875 Penalty: 704.716431
	Iteration 7Q: 3 clusters Score -110945.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -110983.710938 Penalty: 704.716431
	Iteration 8Q: 3 clusters Score -110983.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -111023.179688 Penalty: 704.716431
	Iteration 9Q: 3 clusters Score -111023.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -111080.296875 Penalty: 704.716431
	Iteration 10Q: 3 clusters Score -111080.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111135.234375 Penalty: 704.716431
	Iteration 11Q: 3 clusters Score -111135.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -111185.359375 Penalty: 704.716431
	Iteration 12Q: 3 clusters Score -111185.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111231.703125 Penalty: 704.716431
	Iteration 13Q: 3 clusters Score -111231.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111273.921875 Penalty: 704.716431
	Iteration 14Q: 3 clusters Score -111273.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111310.562500 Penalty: 704.716431
	Iteration 15Q: 3 clusters Score -111310.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111348.445312 Penalty: 704.716431
	Iteration 16Q: 3 clusters Score -111348.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111378.648438 Penalty: 704.716431
	Iteration 17Q: 3 clusters Score -111378.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -111428.851562 Penalty: 704.716431
	Iteration 18Q: 3 clusters Score -111428.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111482.914062 Penalty: 704.716431
	Iteration 19Q: 3 clusters Score -111482.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -111517.812500 Penalty: 704.716431
	Iteration 20F: 3 clusters Score -111517.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -111536.195312 Penalty: 704.716431
	Iteration 21Q: 3 clusters Score -111536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -111546.726562 Penalty: 704.716431
	Iteration 22Q: 3 clusters Score -111546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -111555.890625 Penalty: 704.716431
	Iteration 23Q: 3 clusters Score -111555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -111561.546875 Penalty: 704.716431
	Iteration 24Q: 3 clusters Score -111561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -111567.632812 Penalty: 704.716431
	Iteration 25Q: 3 clusters Score -111567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -111571.476562 Penalty: 704.716431
	Iteration 26Q: 3 clusters Score -111571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -111575.789062 Penalty: 704.716431
	Iteration 27Q: 3 clusters Score -111575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -111579.546875 Penalty: 704.716431
	Iteration 28Q: 3 clusters Score -111579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -111579.984375 Penalty: 704.716431
	Iteration 29Q: 3 clusters Score -111580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -111580.226562 Penalty: 704.716431
	Iteration 30Q: 3 clusters Score -111580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -111580.226562 Penalty: 704.716431
	Iteration 31F: 3 clusters Score -111580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38907.792969 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38907.79 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39099.789062 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39099.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39172.449219 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39172.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -39272.839844 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39272.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39374.488281 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39374.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39437.453125 Penalty: 613.494751
	Iteration 5F: 3 clusters Score -39437.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39486.671875 Penalty: 613.494751
	Iteration 6F: 3 clusters Score -39486.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39513.703125 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -39513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39532.898438 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39532.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39556.675781 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39556.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39567.257812 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39567.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39577.636719 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39577.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39585.011719 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39585.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39595.429688 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39595.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39604.855469 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -39604.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39608.894531 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -39608.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39608.894531 Penalty: 613.494751
	Iteration 16F: 3 clusters Score -39608.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9821.149414 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9821.149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9878.524414 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9878.524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9904.513672 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9904.514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9932.159180 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -9932.159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9942.030273 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9942.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9945.863281 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9945.863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9952.355469 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -9952.355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9955.473633 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -9955.474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9956.011719 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -9956.012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9956.011719 Penalty: 498.358154
	Iteration 9F: 3 clusters Score -9956.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -195126.031250 Penalty: 376.726227
	Iteration 0F: 2 clusters Score -195126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -192391.937500 Penalty: 753.452454
	Iteration 0F: 3 clusters Score -192391.9 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -193419.328125 Penalty: 753.452454
	Iteration 1F: 3 clusters Score -193419.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -193530.734375 Penalty: 753.452454
	Iteration 2F: 3 clusters Score -193530.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -193663.218750 Penalty: 753.452454
	Iteration 3F: 3 clusters Score -193663.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -193814.421875 Penalty: 753.452454
	Iteration 4F: 3 clusters Score -193814.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193980.000000 Penalty: 753.452454
	Iteration 5F: 3 clusters Score -193980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -194183.453125 Penalty: 753.452454
	Iteration 6F: 3 clusters Score -194183.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -194395.562500 Penalty: 753.452454
	Iteration 7F: 3 clusters Score -194395.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -194566.421875 Penalty: 753.452454
	Iteration 8Q: 3 clusters Score -194566.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -194675.890625 Penalty: 753.452454
	Iteration 9Q: 3 clusters Score -194675.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -194736.578125 Penalty: 753.452454
	Iteration 10Q: 3 clusters Score -194736.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -194776.796875 Penalty: 753.452454
	Iteration 11Q: 3 clusters Score -194776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -194790.953125 Penalty: 753.452454
	Iteration 12Q: 3 clusters Score -194791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -194797.046875 Penalty: 753.452454
	Iteration 13Q: 3 clusters Score -194797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -194797.593750 Penalty: 753.452454
	Iteration 14Q: 3 clusters Score -194797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -194797.593750 Penalty: 753.452454
	Iteration 15F: 3 clusters Score -194797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (349069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349069 members 
Entering Unmasked Estep 
Score: -16968150.000000 Penalty: 580.717651
	Iteration 0F: 2 clusters Score -1.696815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174786 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -16764471.000000 Penalty: 1161.435303
	Iteration 0F: 3 clusters Score -1.676447e+07 nChanged 172391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193759 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -16871484.000000 Penalty: 1161.435303
	Iteration 1F: 3 clusters Score -1.687148e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 144918 members 
Entering Unmasked Estep 
Score: -16878572.000000 Penalty: 1161.435303
	Iteration 2Q: 3 clusters Score -1.687857e+07 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216005 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -16890014.000000 Penalty: 1161.435303
	Iteration 3F: 3 clusters Score -1.689001e+07 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225519 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -16906872.000000 Penalty: 1161.435303
	Iteration 4F: 3 clusters Score -1.690687e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228293 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -16924292.000000 Penalty: 1161.435303
	Iteration 5F: 3 clusters Score -1.692429e+07 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225073 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -16931668.000000 Penalty: 1161.435303
	Iteration 6F: 3 clusters Score -1.693167e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220324 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -16932776.000000 Penalty: 1161.435303
	Iteration 7Q: 3 clusters Score -1.693278e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -16933390.000000 Penalty: 1161.435303
	Iteration 8Q: 3 clusters Score -1.693339e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210185 members 
Mstep: Class 2 contains 138884 members 
Entering Unmasked Estep 
Score: -16933514.000000 Penalty: 1161.435303
	Iteration 9Q: 3 clusters Score -1.693351e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205198 members 
Mstep: Class 2 contains 143871 members 
Entering Unmasked Estep 
Score: -16934022.000000 Penalty: 1161.435303
	Iteration 10Q: 3 clusters Score -1.693402e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200414 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -16934774.000000 Penalty: 1161.435303
	Iteration 11Q: 3 clusters Score -1.693477e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196051 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -16935258.000000 Penalty: 1161.435303
	Iteration 12Q: 3 clusters Score -1.693526e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -16935576.000000 Penalty: 1161.435303
	Iteration 13Q: 3 clusters Score -1.693558e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188246 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -16935974.000000 Penalty: 1161.435303
	Iteration 14Q: 3 clusters Score -1.693597e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184775 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -16936162.000000 Penalty: 1161.435303
	Iteration 15Q: 3 clusters Score -1.693616e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 167421 members 
Entering Unmasked Estep 
Score: -16936504.000000 Penalty: 1161.435303
	Iteration 16Q: 3 clusters Score -1.69365e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -16936812.000000 Penalty: 1161.435303
	Iteration 17Q: 3 clusters Score -1.693681e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176610 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -16937120.000000 Penalty: 1161.435303
	Iteration 18Q: 3 clusters Score -1.693712e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -16937224.000000 Penalty: 1161.435303
	Iteration 19Q: 3 clusters Score -1.693722e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -16937398.000000 Penalty: 1161.435303
	Iteration 20F: 3 clusters Score -1.69374e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172142 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -16937454.000000 Penalty: 1161.435303
	Iteration 21Q: 3 clusters Score -1.693745e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 177887 members 
Entering Unmasked Estep 
Score: -16937580.000000 Penalty: 1161.435303
	Iteration 22Q: 3 clusters Score -1.693758e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 178845 members 
Entering Unmasked Estep 
Score: -16937806.000000 Penalty: 1161.435303
	Iteration 23Q: 3 clusters Score -1.693781e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 179527 members 
Entering Unmasked Estep 
Score: -16937910.000000 Penalty: 1161.435303
	Iteration 24Q: 3 clusters Score -1.693791e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 180144 members 
Entering Unmasked Estep 
Score: -16938088.000000 Penalty: 1161.435303
	Iteration 25Q: 3 clusters Score -1.693809e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 180682 members 
Entering Unmasked Estep 
Score: -16938290.000000 Penalty: 1161.435303
	Iteration 26Q: 3 clusters Score -1.693829e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167958 members 
Mstep: Class 2 contains 181111 members 
Entering Unmasked Estep 
Score: -16938444.000000 Penalty: 1161.435303
	Iteration 27Q: 3 clusters Score -1.693844e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 181608 members 
Entering Unmasked Estep 
Score: -16938626.000000 Penalty: 1161.435303
	Iteration 28Q: 3 clusters Score -1.693863e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Mstep: Class 2 contains 182001 members 
Entering Unmasked Estep 
Score: -16938842.000000 Penalty: 1161.435303
	Iteration 29Q: 3 clusters Score -1.693884e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 182239 members 
Entering Unmasked Estep 
Score: -16938946.000000 Penalty: 1161.435303
	Iteration 30Q: 3 clusters Score -1.693895e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -16939200.000000 Penalty: 1161.435303
	Iteration 31Q: 3 clusters Score -1.69392e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -16939510.000000 Penalty: 1161.435303
	Iteration 32Q: 3 clusters Score -1.693951e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 183143 members 
Entering Unmasked Estep 
Score: -16939666.000000 Penalty: 1161.435303
	Iteration 33Q: 3 clusters Score -1.693967e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165655 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -16940016.000000 Penalty: 1161.435303
	Iteration 34Q: 3 clusters Score -1.694002e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -16940410.000000 Penalty: 1161.435303
	Iteration 35Q: 3 clusters Score -1.694041e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165037 members 
Mstep: Class 2 contains 184032 members 
Entering Unmasked Estep 
Score: -16940762.000000 Penalty: 1161.435303
	Iteration 36Q: 3 clusters Score -1.694076e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -16941014.000000 Penalty: 1161.435303
	Iteration 37Q: 3 clusters Score -1.694101e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 184633 members 
Entering Unmasked Estep 
Score: -16941456.000000 Penalty: 1161.435303
	Iteration 38Q: 3 clusters Score -1.694146e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -16941898.000000 Penalty: 1161.435303
	Iteration 39Q: 3 clusters Score -1.69419e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 185281 members 
Entering Unmasked Estep 
Score: -16942270.000000 Penalty: 1161.435303
	Iteration 40F: 3 clusters Score -1.694227e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 185633 members 
Entering Unmasked Estep 
Score: -16942570.000000 Penalty: 1161.435303
	Iteration 41Q: 3 clusters Score -1.694257e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 185928 members 
Entering Unmasked Estep 
Score: -16943008.000000 Penalty: 1161.435303
	Iteration 42Q: 3 clusters Score -1.694301e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 186209 members 
Entering Unmasked Estep 
Score: -16943216.000000 Penalty: 1161.435303
	Iteration 43Q: 3 clusters Score -1.694322e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -16943538.000000 Penalty: 1161.435303
	Iteration 44Q: 3 clusters Score -1.694354e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 186830 members 
Entering Unmasked Estep 
Score: -16943804.000000 Penalty: 1161.435303
	Iteration 45Q: 3 clusters Score -1.69438e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161988 members 
Mstep: Class 2 contains 187081 members 
Entering Unmasked Estep 
Score: -16944122.000000 Penalty: 1161.435303
	Iteration 46Q: 3 clusters Score -1.694412e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -16944440.000000 Penalty: 1161.435303
	Iteration 47Q: 3 clusters Score -1.694444e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 187401 members 
Entering Unmasked Estep 
Score: -16944630.000000 Penalty: 1161.435303
	Iteration 48Q: 3 clusters Score -1.694463e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 187451 members 
Entering Unmasked Estep 
Score: -16944878.000000 Penalty: 1161.435303
	Iteration 49Q: 3 clusters Score -1.694488e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 187520 members 
Entering Unmasked Estep 
Score: -16944996.000000 Penalty: 1161.435303
	Iteration 50Q: 3 clusters Score -1.6945e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 187610 members 
Entering Unmasked Estep 
Score: -16945178.000000 Penalty: 1161.435303
	Iteration 51Q: 3 clusters Score -1.694518e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161386 members 
Mstep: Class 2 contains 187683 members 
Entering Unmasked Estep 
Score: -16945370.000000 Penalty: 1161.435303
	Iteration 52Q: 3 clusters Score -1.694537e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161401 members 
Mstep: Class 2 contains 187668 members 
Entering Unmasked Estep 
Score: -16945658.000000 Penalty: 1161.435303
	Iteration 53Q: 3 clusters Score -1.694566e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 187576 members 
Entering Unmasked Estep 
Score: -16945758.000000 Penalty: 1161.435303
	Iteration 54Q: 3 clusters Score -1.694576e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 187507 members 
Entering Unmasked Estep 
Score: -16945918.000000 Penalty: 1161.435303
	Iteration 55Q: 3 clusters Score -1.694592e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -16946196.000000 Penalty: 1161.435303
	Iteration 56Q: 3 clusters Score -1.69462e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 187352 members 
Entering Unmasked Estep 
Score: -16946284.000000 Penalty: 1161.435303
	Iteration 57Q: 3 clusters Score -1.694628e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -16946562.000000 Penalty: 1161.435303
	Iteration 58Q: 3 clusters Score -1.694656e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 187178 members 
Entering Unmasked Estep 
Score: -16946678.000000 Penalty: 1161.435303
	Iteration 59Q: 3 clusters Score -1.694668e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 187152 members 
Entering Unmasked Estep 
Score: -16946828.000000 Penalty: 1161.435303
	Iteration 60F: 3 clusters Score -1.694683e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161912 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -16946926.000000 Penalty: 1161.435303
	Iteration 61Q: 3 clusters Score -1.694693e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -16946992.000000 Penalty: 1161.435303
	Iteration 62Q: 3 clusters Score -1.694699e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -16947242.000000 Penalty: 1161.435303
	Iteration 63Q: 3 clusters Score -1.694724e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 187367 members 
Entering Unmasked Estep 
Score: -16947512.000000 Penalty: 1161.435303
	Iteration 64Q: 3 clusters Score -1.694751e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161536 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -16947642.000000 Penalty: 1161.435303
	Iteration 65Q: 3 clusters Score -1.694764e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 187677 members 
Entering Unmasked Estep 
Score: -16947938.000000 Penalty: 1161.435303
	Iteration 66Q: 3 clusters Score -1.694794e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 187800 members 
Entering Unmasked Estep 
Score: -16948096.000000 Penalty: 1161.435303
	Iteration 67Q: 3 clusters Score -1.69481e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 187969 members 
Entering Unmasked Estep 
Score: -16948224.000000 Penalty: 1161.435303
	Iteration 68Q: 3 clusters Score -1.694822e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -16948496.000000 Penalty: 1161.435303
	Iteration 69Q: 3 clusters Score -1.69485e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 188493 members 
Entering Unmasked Estep 
Score: -16948668.000000 Penalty: 1161.435303
	Iteration 70Q: 3 clusters Score -1.694867e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 188826 members 
Entering Unmasked Estep 
Score: -16948838.000000 Penalty: 1161.435303
	Iteration 71Q: 3 clusters Score -1.694884e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 189198 members 
Entering Unmasked Estep 
Score: -16949064.000000 Penalty: 1161.435303
	Iteration 72Q: 3 clusters Score -1.694906e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -16949238.000000 Penalty: 1161.435303
	Iteration 73Q: 3 clusters Score -1.694924e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -16949386.000000 Penalty: 1161.435303
	Iteration 74Q: 3 clusters Score -1.694939e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 190894 members 
Entering Unmasked Estep 
Score: -16949656.000000 Penalty: 1161.435303
	Iteration 75Q: 3 clusters Score -1.694966e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157411 members 
Mstep: Class 2 contains 191658 members 
Entering Unmasked Estep 
Score: -16949956.000000 Penalty: 1161.435303
	Iteration 76Q: 3 clusters Score -1.694996e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 192524 members 
Entering Unmasked Estep 
Score: -16950220.000000 Penalty: 1161.435303
	Iteration 77Q: 3 clusters Score -1.695022e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 193538 members 
Entering Unmasked Estep 
Score: -16950538.000000 Penalty: 1161.435303
	Iteration 78Q: 3 clusters Score -1.695054e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -16950768.000000 Penalty: 1161.435303
	Iteration 79Q: 3 clusters Score -1.695077e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153089 members 
Mstep: Class 2 contains 195980 members 
Entering Unmasked Estep 
Score: -16951004.000000 Penalty: 1161.435303
	Iteration 80F: 3 clusters Score -1.6951e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
Score: -16951302.000000 Penalty: 1161.435303
	Iteration 81Q: 3 clusters Score -1.69513e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 198740 members 
Entering Unmasked Estep 
Score: -16951640.000000 Penalty: 1161.435303
	Iteration 82Q: 3 clusters Score -1.695164e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148678 members 
Mstep: Class 2 contains 200391 members 
Entering Unmasked Estep 
Score: -16951998.000000 Penalty: 1161.435303
	Iteration 83Q: 3 clusters Score -1.6952e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 202307 members 
Entering Unmasked Estep 
Score: -16952602.000000 Penalty: 1161.435303
	Iteration 84Q: 3 clusters Score -1.69526e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 204391 members 
Entering Unmasked Estep 
Score: -16953044.000000 Penalty: 1161.435303
	Iteration 85Q: 3 clusters Score -1.695304e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 206773 members 
Entering Unmasked Estep 
Score: -16953554.000000 Penalty: 1161.435303
	Iteration 86Q: 3 clusters Score -1.695355e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139657 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -16953996.000000 Penalty: 1161.435303
	Iteration 87Q: 3 clusters Score -1.6954e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Mstep: Class 2 contains 212163 members 
Entering Unmasked Estep 
Score: -16954518.000000 Penalty: 1161.435303
	Iteration 88Q: 3 clusters Score -1.695452e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 215065 members 
Entering Unmasked Estep 
Score: -16955086.000000 Penalty: 1161.435303
	Iteration 89Q: 3 clusters Score -1.695509e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130919 members 
Mstep: Class 2 contains 218150 members 
Entering Unmasked Estep 
Score: -16955774.000000 Penalty: 1161.435303
	Iteration 90Q: 3 clusters Score -1.695577e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127664 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -16956554.000000 Penalty: 1161.435303
	Iteration 91Q: 3 clusters Score -1.695655e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124344 members 
Mstep: Class 2 contains 224725 members 
Entering Unmasked Estep 
Score: -16957348.000000 Penalty: 1161.435303
	Iteration 92Q: 3 clusters Score -1.695735e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 228184 members 
Entering Unmasked Estep 
Score: -16958132.000000 Penalty: 1161.435303
	Iteration 93Q: 3 clusters Score -1.695813e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 231726 members 
Entering Unmasked Estep 
Score: -16959020.000000 Penalty: 1161.435303
	Iteration 94Q: 3 clusters Score -1.695902e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 235363 members 
Entering Unmasked Estep 
Score: -16959976.000000 Penalty: 1161.435303
	Iteration 95Q: 3 clusters Score -1.695998e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 238972 members 
Entering Unmasked Estep 
Score: -16960878.000000 Penalty: 1161.435303
	Iteration 96Q: 3 clusters Score -1.696088e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 242539 members 
Entering Unmasked Estep 
Score: -16961484.000000 Penalty: 1161.435303
	Iteration 97Q: 3 clusters Score -1.696148e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 246012 members 
Entering Unmasked Estep 
Score: -16962428.000000 Penalty: 1161.435303
	Iteration 98Q: 3 clusters Score -1.696243e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 249490 members 
Entering Unmasked Estep 
Score: -16963108.000000 Penalty: 1161.435303
	Iteration 99Q: 3 clusters Score -1.696311e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 252754 members 
Entering Unmasked Estep 
Score: -16963738.000000 Penalty: 1161.435303
	Iteration 100F: 3 clusters Score -1.696374e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 255919 members 
Entering Unmasked Estep 
Score: -16964278.000000 Penalty: 1161.435303
	Iteration 101Q: 3 clusters Score -1.696428e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 259035 members 
Entering Unmasked Estep 
Score: -16964590.000000 Penalty: 1161.435303
	Iteration 102Q: 3 clusters Score -1.696459e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 261998 members 
Entering Unmasked Estep 
Score: -16964894.000000 Penalty: 1161.435303
	Iteration 103Q: 3 clusters Score -1.696489e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 264730 members 
Entering Unmasked Estep 
Score: -16964960.000000 Penalty: 1161.435303
	Iteration 104Q: 3 clusters Score -1.696496e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 267260 members 
Entering Unmasked Estep 
Score: -16964954.000000 Penalty: 1161.435303
	Iteration 105Q: 3 clusters Score -1.696495e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 269587 members 
Entering Unmasked Estep 
Score: -16965140.000000 Penalty: 1161.435303
	Iteration 106Q: 3 clusters Score -1.696514e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 271712 members 
Entering Unmasked Estep 
Score: -16965120.000000 Penalty: 1161.435303
	Iteration 107Q: 3 clusters Score -1.696512e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 273601 members 
Entering Unmasked Estep 
Score: -16965292.000000 Penalty: 1161.435303
	Iteration 108Q: 3 clusters Score -1.696529e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73627 members 
Mstep: Class 2 contains 275442 members 
Entering Unmasked Estep 
Score: -16965370.000000 Penalty: 1161.435303
	Iteration 109Q: 3 clusters Score -1.696537e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 277197 members 
Entering Unmasked Estep 
Score: -16965510.000000 Penalty: 1161.435303
	Iteration 110Q: 3 clusters Score -1.696551e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 278896 members 
Entering Unmasked Estep 
Score: -16965738.000000 Penalty: 1161.435303
	Iteration 111Q: 3 clusters Score -1.696574e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 280495 members 
Entering Unmasked Estep 
Score: -16965816.000000 Penalty: 1161.435303
	Iteration 112Q: 3 clusters Score -1.696582e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67009 members 
Mstep: Class 2 contains 282060 members 
Entering Unmasked Estep 
Score: -16965824.000000 Penalty: 1161.435303
	Iteration 113Q: 3 clusters Score -1.696582e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 283652 members 
Entering Unmasked Estep 
Score: -16965812.000000 Penalty: 1161.435303
	Iteration 114Q: 3 clusters Score -1.696581e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 285177 members 
Entering Unmasked Estep 
Score: -16965754.000000 Penalty: 1161.435303
	Iteration 115Q: 3 clusters Score -1.696575e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 286699 members 
Entering Unmasked Estep 
Score: -16965782.000000 Penalty: 1161.435303
	Iteration 116Q: 3 clusters Score -1.696578e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 288252 members 
Entering Unmasked Estep 
Score: -16965856.000000 Penalty: 1161.435303
	Iteration 117Q: 3 clusters Score -1.696586e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 289767 members 
Entering Unmasked Estep 
Score: -16965866.000000 Penalty: 1161.435303
	Iteration 118Q: 3 clusters Score -1.696587e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 291369 members 
Entering Unmasked Estep 
Score: -16965826.000000 Penalty: 1161.435303
	Iteration 119Q: 3 clusters Score -1.696583e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 292987 members 
Entering Unmasked Estep 
Score: -16965940.000000 Penalty: 1161.435303
	Iteration 120F: 3 clusters Score -1.696594e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 294622 members 
Entering Unmasked Estep 
Score: -16965948.000000 Penalty: 1161.435303
	Iteration 121Q: 3 clusters Score -1.696595e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 296239 members 
Entering Unmasked Estep 
Score: -16966058.000000 Penalty: 1161.435303
	Iteration 122Q: 3 clusters Score -1.696606e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 297965 members 
Entering Unmasked Estep 
Score: -16966246.000000 Penalty: 1161.435303
	Iteration 123Q: 3 clusters Score -1.696625e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 299899 members 
Entering Unmasked Estep 
Score: -16966574.000000 Penalty: 1161.435303
	Iteration 124Q: 3 clusters Score -1.696657e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 301890 members 
Entering Unmasked Estep 
Score: -16966818.000000 Penalty: 1161.435303
	Iteration 125Q: 3 clusters Score -1.696682e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 304019 members 
Entering Unmasked Estep 
Score: -16967158.000000 Penalty: 1161.435303
	Iteration 126Q: 3 clusters Score -1.696716e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 306239 members 
Entering Unmasked Estep 
Score: -16967326.000000 Penalty: 1161.435303
	Iteration 127Q: 3 clusters Score -1.696733e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 308517 members 
Entering Unmasked Estep 
Score: -16967626.000000 Penalty: 1161.435303
	Iteration 128Q: 3 clusters Score -1.696763e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 310907 members 
Entering Unmasked Estep 
Score: -16967960.000000 Penalty: 1161.435303
	Iteration 129Q: 3 clusters Score -1.696796e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 313406 members 
Entering Unmasked Estep 
Score: -16968264.000000 Penalty: 1161.435303
	Iteration 130Q: 3 clusters Score -1.696826e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 316060 members 
Entering Unmasked Estep 
Score: -16968794.000000 Penalty: 1161.435303
	Iteration 131Q: 3 clusters Score -1.696879e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 318889 members 
Entering Unmasked Estep 
Score: -16969436.000000 Penalty: 1161.435303
	Iteration 132Q: 3 clusters Score -1.696944e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 321850 members 
Entering Unmasked Estep 
Score: -16970264.000000 Penalty: 1161.435303
	Iteration 133Q: 3 clusters Score -1.697026e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 324977 members 
Entering Unmasked Estep 
Score: -16971068.000000 Penalty: 1161.435303
	Iteration 134Q: 3 clusters Score -1.697107e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 328242 members 
Entering Unmasked Estep 
Score: -16971952.000000 Penalty: 1161.435303
	Iteration 135Q: 3 clusters Score -1.697195e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 331426 members 
Entering Unmasked Estep 
Score: -16973020.000000 Penalty: 1161.435303
	Iteration 136Q: 3 clusters Score -1.697302e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 334361 members 
Entering Unmasked Estep 
Score: -16973516.000000 Penalty: 1161.435303
	Iteration 137Q: 3 clusters Score -1.697352e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 336923 members 
Entering Unmasked Estep 
Score: -16972994.000000 Penalty: 1161.435303
	Iteration 138Q: 3 clusters Score -1.697299e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 339047 members 
Entering Unmasked Estep 
Score: -16972700.000000 Penalty: 1161.435303
	Iteration 139Q: 3 clusters Score -1.69727e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 340892 members 
Entering Unmasked Estep 
Score: -16972352.000000 Penalty: 1161.435303
	Iteration 140F: 3 clusters Score -1.697235e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 342379 members 
Entering Unmasked Estep 
Score: -16971916.000000 Penalty: 1161.435303
	Iteration 141Q: 3 clusters Score -1.697192e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 343571 members 
Entering Unmasked Estep 
Score: -16971436.000000 Penalty: 1161.435303
	Iteration 142Q: 3 clusters Score -1.697144e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 344486 members 
Entering Unmasked Estep 
Score: -16971088.000000 Penalty: 1161.435303
	Iteration 143Q: 3 clusters Score -1.697109e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 345159 members 
Entering Unmasked Estep 
Score: -16970832.000000 Penalty: 1161.435303
	Iteration 144Q: 3 clusters Score -1.697083e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 345706 members 
Entering Unmasked Estep 
Score: -16970532.000000 Penalty: 1161.435303
	Iteration 145Q: 3 clusters Score -1.697053e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 346095 members 
Entering Unmasked Estep 
Score: -16970292.000000 Penalty: 1161.435303
	Iteration 146Q: 3 clusters Score -1.697029e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 346414 members 
Entering Unmasked Estep 
Score: -16970078.000000 Penalty: 1161.435303
	Iteration 147Q: 3 clusters Score -1.697008e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 346679 members 
Entering Unmasked Estep 
Score: -16969930.000000 Penalty: 1161.435303
	Iteration 148Q: 3 clusters Score -1.696993e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 346893 members 
Entering Unmasked Estep 
Score: -16969824.000000 Penalty: 1161.435303
	Iteration 149Q: 3 clusters Score -1.696982e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 347063 members 
Entering Unmasked Estep 
Score: -16969712.000000 Penalty: 1161.435303
	Iteration 150Q: 3 clusters Score -1.696971e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 347195 members 
Entering Unmasked Estep 
Score: -16969642.000000 Penalty: 1161.435303
	Iteration 151Q: 3 clusters Score -1.696964e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 347304 members 
Entering Unmasked Estep 
Score: -16969560.000000 Penalty: 1161.435303
	Iteration 152Q: 3 clusters Score -1.696956e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 347392 members 
Entering Unmasked Estep 
Score: -16969492.000000 Penalty: 1161.435303
	Iteration 153Q: 3 clusters Score -1.696949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 347470 members 
Entering Unmasked Estep 
Score: -16969410.000000 Penalty: 1161.435303
	Iteration 154Q: 3 clusters Score -1.696941e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 347537 members 
Entering Unmasked Estep 
Score: -16969354.000000 Penalty: 1161.435303
	Iteration 155Q: 3 clusters Score -1.696935e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 347600 members 
Entering Unmasked Estep 
Score: -16969304.000000 Penalty: 1161.435303
	Iteration 156Q: 3 clusters Score -1.69693e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 347653 members 
Entering Unmasked Estep 
Score: -16969270.000000 Penalty: 1161.435303
	Iteration 157Q: 3 clusters Score -1.696927e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 347697 members 
Entering Unmasked Estep 
Score: -16969244.000000 Penalty: 1161.435303
	Iteration 158Q: 3 clusters Score -1.696924e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 347743 members 
Entering Unmasked Estep 
Score: -16969220.000000 Penalty: 1161.435303
	Iteration 159Q: 3 clusters Score -1.696922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 347790 members 
Entering Unmasked Estep 
Score: -16969160.000000 Penalty: 1161.435303
	Iteration 160F: 3 clusters Score -1.696916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 347826 members 
Entering Unmasked Estep 
Score: -16969174.000000 Penalty: 1161.435303
	Iteration 161Q: 3 clusters Score -1.696917e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 347863 members 
Entering Unmasked Estep 
Score: -16969142.000000 Penalty: 1161.435303
	Iteration 162Q: 3 clusters Score -1.696914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 347894 members 
Entering Unmasked Estep 
Score: -16969130.000000 Penalty: 1161.435303
	Iteration 163Q: 3 clusters Score -1.696913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 347920 members 
Entering Unmasked Estep 
Score: -16969086.000000 Penalty: 1161.435303
	Iteration 164Q: 3 clusters Score -1.696909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 347939 members 
Entering Unmasked Estep 
Score: -16969074.000000 Penalty: 1161.435303
	Iteration 165Q: 3 clusters Score -1.696907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 347953 members 
Entering Unmasked Estep 
Score: -16969056.000000 Penalty: 1161.435303
	Iteration 166Q: 3 clusters Score -1.696906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 347959 members 
Entering Unmasked Estep 
Score: -16969064.000000 Penalty: 1161.435303
	Iteration 167Q: 3 clusters Score -1.696906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 347967 members 
Entering Unmasked Estep 
Score: -16969062.000000 Penalty: 1161.435303
	Iteration 168Q: 3 clusters Score -1.696906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 347969 members 
Entering Unmasked Estep 
Score: -16969060.000000 Penalty: 1161.435303
	Iteration 169Q: 3 clusters Score -1.696906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 347984 members 
Entering Unmasked Estep 
Score: -16969026.000000 Penalty: 1161.435303
	Iteration 170Q: 3 clusters Score -1.696903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 347994 members 
Entering Unmasked Estep 
Score: -16969024.000000 Penalty: 1161.435303
	Iteration 171Q: 3 clusters Score -1.696902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 348006 members 
Entering Unmasked Estep 
Score: -16969050.000000 Penalty: 1161.435303
	Iteration 172Q: 3 clusters Score -1.696905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 348014 members 
Entering Unmasked Estep 
Score: -16969036.000000 Penalty: 1161.435303
	Iteration 173Q: 3 clusters Score -1.696904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 348024 members 
Entering Unmasked Estep 
Score: -16969018.000000 Penalty: 1161.435303
	Iteration 174Q: 3 clusters Score -1.696902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 348029 members 
Entering Unmasked Estep 
Score: -16969008.000000 Penalty: 1161.435303
	Iteration 175Q: 3 clusters Score -1.696901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 348034 members 
Entering Unmasked Estep 
Score: -16969004.000000 Penalty: 1161.435303
	Iteration 176Q: 3 clusters Score -1.6969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 348031 members 
Entering Unmasked Estep 
Score: -16969002.000000 Penalty: 1161.435303
	Iteration 177Q: 3 clusters Score -1.6969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 348029 members 
Entering Unmasked Estep 
Score: -16969006.000000 Penalty: 1161.435303
	Iteration 178Q: 3 clusters Score -1.696901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 348025 members 
Entering Unmasked Estep 
Score: -16969026.000000 Penalty: 1161.435303
	Iteration 179Q: 3 clusters Score -1.696903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 348024 members 
Entering Unmasked Estep 
Score: -16969036.000000 Penalty: 1161.435303
	Iteration 180F: 3 clusters Score -1.696904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 348022 members 
Entering Unmasked Estep 
Score: -16969034.000000 Penalty: 1161.435303
	Iteration 181Q: 3 clusters Score -1.696903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 348024 members 
Entering Unmasked Estep 
Score: -16969022.000000 Penalty: 1161.435303
	Iteration 182Q: 3 clusters Score -1.696902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 348027 members 
Entering Unmasked Estep 
Score: -16969020.000000 Penalty: 1161.435303
	Iteration 183Q: 3 clusters Score -1.696902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 348030 members 
Entering Unmasked Estep 
Score: -16969014.000000 Penalty: 1161.435303
	Iteration 184Q: 3 clusters Score -1.696901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 348034 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 185Q: 3 clusters Score -1.696901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 348033 members 
Entering Unmasked Estep 
Score: -16969024.000000 Penalty: 1161.435303
	Iteration 186Q: 3 clusters Score -1.696902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 348030 members 
Entering Unmasked Estep 
Score: -16969034.000000 Penalty: 1161.435303
	Iteration 187Q: 3 clusters Score -1.696903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 348037 members 
Entering Unmasked Estep 
Score: -16969030.000000 Penalty: 1161.435303
	Iteration 188Q: 3 clusters Score -1.696903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 348042 members 
Entering Unmasked Estep 
Score: -16969024.000000 Penalty: 1161.435303
	Iteration 189Q: 3 clusters Score -1.696902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 348045 members 
Entering Unmasked Estep 
Score: -16969020.000000 Penalty: 1161.435303
	Iteration 190Q: 3 clusters Score -1.696902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 348049 members 
Entering Unmasked Estep 
Score: -16969006.000000 Penalty: 1161.435303
	Iteration 191Q: 3 clusters Score -1.696901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 348050 members 
Entering Unmasked Estep 
Score: -16969012.000000 Penalty: 1161.435303
	Iteration 192Q: 3 clusters Score -1.696901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 348049 members 
Entering Unmasked Estep 
Score: -16969018.000000 Penalty: 1161.435303
	Iteration 193Q: 3 clusters Score -1.696902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 348050 members 
Entering Unmasked Estep 
Score: -16969008.000000 Penalty: 1161.435303
	Iteration 194Q: 3 clusters Score -1.696901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 348050 members 
Entering Unmasked Estep 
Score: -16969014.000000 Penalty: 1161.435303
	Iteration 195Q: 3 clusters Score -1.696901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 348051 members 
Entering Unmasked Estep 
Score: -16969014.000000 Penalty: 1161.435303
	Iteration 196Q: 3 clusters Score -1.696901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 348053 members 
Entering Unmasked Estep 
Score: -16969014.000000 Penalty: 1161.435303
	Iteration 197Q: 3 clusters Score -1.696901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 348055 members 
Entering Unmasked Estep 
Score: -16969012.000000 Penalty: 1161.435303
	Iteration 198Q: 3 clusters Score -1.696901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 348056 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 199Q: 3 clusters Score -1.696901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 348057 members 
Entering Unmasked Estep 
Score: -16969012.000000 Penalty: 1161.435303
	Iteration 200F: 3 clusters Score -1.696901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 348057 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 201Q: 3 clusters Score -1.696901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 348060 members 
Entering Unmasked Estep 
Score: -16969008.000000 Penalty: 1161.435303
	Iteration 202Q: 3 clusters Score -1.696901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 348062 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 203Q: 3 clusters Score -1.696901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 348064 members 
Entering Unmasked Estep 
Score: -16969006.000000 Penalty: 1161.435303
	Iteration 204Q: 3 clusters Score -1.696901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 348068 members 
Entering Unmasked Estep 
Score: -16968996.000000 Penalty: 1161.435303
	Iteration 205Q: 3 clusters Score -1.6969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 348072 members 
Entering Unmasked Estep 
Score: -16968996.000000 Penalty: 1161.435303
	Iteration 206Q: 3 clusters Score -1.6969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 348077 members 
Entering Unmasked Estep 
Score: -16968990.000000 Penalty: 1161.435303
	Iteration 207Q: 3 clusters Score -1.696899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16968990.000000 Penalty: 1161.435303
	Iteration 208Q: 3 clusters Score -1.696899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 348079 members 
Entering Unmasked Estep 
Score: -16969002.000000 Penalty: 1161.435303
	Iteration 209Q: 3 clusters Score -1.6969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16968994.000000 Penalty: 1161.435303
	Iteration 210Q: 3 clusters Score -1.696899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 348082 members 
Entering Unmasked Estep 
Score: -16969004.000000 Penalty: 1161.435303
	Iteration 211Q: 3 clusters Score -1.6969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 348081 members 
Entering Unmasked Estep 
Score: -16968998.000000 Penalty: 1161.435303
	Iteration 212Q: 3 clusters Score -1.6969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 348081 members 
Entering Unmasked Estep 
Score: -16969002.000000 Penalty: 1161.435303
	Iteration 213Q: 3 clusters Score -1.6969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 214Q: 3 clusters Score -1.696901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16969004.000000 Penalty: 1161.435303
	Iteration 215Q: 3 clusters Score -1.6969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 348081 members 
Entering Unmasked Estep 
Score: -16968998.000000 Penalty: 1161.435303
	Iteration 216Q: 3 clusters Score -1.6969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 348081 members 
Entering Unmasked Estep 
Score: -16969010.000000 Penalty: 1161.435303
	Iteration 217Q: 3 clusters Score -1.696901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 348081 members 
Entering Unmasked Estep 
Score: -16969000.000000 Penalty: 1161.435303
	Iteration 218Q: 3 clusters Score -1.6969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16969004.000000 Penalty: 1161.435303
	Iteration 219Q: 3 clusters Score -1.6969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 348080 members 
Entering Unmasked Estep 
Score: -16969004.000000 Penalty: 1161.435303
	Iteration 220F: 3 clusters Score -1.6969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 3284 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 12611 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 22583 members 
Mstep: Class 20 contains 20725 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 348080 members 
Entering Unmasked Estep 
Score: -25292960.000000 Penalty: 16193.877930
Splitting cluster 7 changes total score from -25292162.000000 to -25292960.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (7450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Entering Unmasked Estep 
Score: -384830.468750 Penalty: 405.676575
	Iteration 0F: 2 clusters Score -384830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -379908.437500 Penalty: 811.353149
	Iteration 0F: 3 clusters Score -379908.4 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -381848.343750 Penalty: 811.353149
	Iteration 1F: 3 clusters Score -381848.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -382157.906250 Penalty: 811.353149
	Iteration 2F: 3 clusters Score -382157.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -382531.281250 Penalty: 811.353149
	Iteration 3F: 3 clusters Score -382531.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -383001.406250 Penalty: 811.353149
	Iteration 4F: 3 clusters Score -383001.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -383487.156250 Penalty: 811.353149
	Iteration 5F: 3 clusters Score -383487.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -383842.406250 Penalty: 811.353149
	Iteration 6F: 3 clusters Score -383842.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -384021.031250 Penalty: 811.353149
	Iteration 7Q: 3 clusters Score -384021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -384091.906250 Penalty: 811.353149
	Iteration 8Q: 3 clusters Score -384091.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -384120.250000 Penalty: 811.353149
	Iteration 9Q: 3 clusters Score -384120.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -384136.343750 Penalty: 811.353149
	Iteration 10Q: 3 clusters Score -384136.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -384148.750000 Penalty: 811.353149
	Iteration 11Q: 3 clusters Score -384148.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -384159.687500 Penalty: 811.353149
	Iteration 12Q: 3 clusters Score -384159.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -384167.781250 Penalty: 811.353149
	Iteration 13Q: 3 clusters Score -384167.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -384172.750000 Penalty: 811.353149
	Iteration 14Q: 3 clusters Score -384172.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -384178.468750 Penalty: 811.353149
	Iteration 15Q: 3 clusters Score -384178.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -384183.937500 Penalty: 811.353149
	Iteration 16Q: 3 clusters Score -384183.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -384192.125000 Penalty: 811.353149
	Iteration 17Q: 3 clusters Score -384192.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -384201.125000 Penalty: 811.353149
	Iteration 18Q: 3 clusters Score -384201.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -384209.843750 Penalty: 811.353149
	Iteration 19Q: 3 clusters Score -384209.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -384217.312500 Penalty: 811.353149
	Iteration 20F: 3 clusters Score -384217.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -384225.781250 Penalty: 811.353149
	Iteration 21Q: 3 clusters Score -384225.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -384236.406250 Penalty: 811.353149
	Iteration 22Q: 3 clusters Score -384236.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -384247.437500 Penalty: 811.353149
	Iteration 23Q: 3 clusters Score -384247.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -384254.562500 Penalty: 811.353149
	Iteration 24Q: 3 clusters Score -384254.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -384265.343750 Penalty: 811.353149
	Iteration 25Q: 3 clusters Score -384265.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -384273.375000 Penalty: 811.353149
	Iteration 26Q: 3 clusters Score -384273.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -384278.812500 Penalty: 811.353149
	Iteration 27Q: 3 clusters Score -384278.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -384285.937500 Penalty: 811.353149
	Iteration 28Q: 3 clusters Score -384285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -384291.500000 Penalty: 811.353149
	Iteration 29Q: 3 clusters Score -384291.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -384297.718750 Penalty: 811.353149
	Iteration 30Q: 3 clusters Score -384297.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -384303.937500 Penalty: 811.353149
	Iteration 31Q: 3 clusters Score -384303.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -384308.843750 Penalty: 811.353149
	Iteration 32Q: 3 clusters Score -384308.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -384319.218750 Penalty: 811.353149
	Iteration 33Q: 3 clusters Score -384319.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -384331.000000 Penalty: 811.353149
	Iteration 34Q: 3 clusters Score -384331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -384342.062500 Penalty: 811.353149
	Iteration 35Q: 3 clusters Score -384342.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -384350.406250 Penalty: 811.353149
	Iteration 36Q: 3 clusters Score -384350.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -384360.562500 Penalty: 811.353149
	Iteration 37Q: 3 clusters Score -384360.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -384368.937500 Penalty: 811.353149
	Iteration 38Q: 3 clusters Score -384368.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -384378.062500 Penalty: 811.353149
	Iteration 39Q: 3 clusters Score -384378.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -384382.781250 Penalty: 811.353149
	Iteration 40F: 3 clusters Score -384382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -384388.031250 Penalty: 811.353149
	Iteration 41Q: 3 clusters Score -384388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -384392.281250 Penalty: 811.353149
	Iteration 42Q: 3 clusters Score -384392.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -384398.687500 Penalty: 811.353149
	Iteration 43Q: 3 clusters Score -384398.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -384403.312500 Penalty: 811.353149
	Iteration 44Q: 3 clusters Score -384403.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -384406.656250 Penalty: 811.353149
	Iteration 45Q: 3 clusters Score -384406.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -384410.625000 Penalty: 811.353149
	Iteration 46Q: 3 clusters Score -384410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -384414.156250 Penalty: 811.353149
	Iteration 47Q: 3 clusters Score -384414.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -384420.656250 Penalty: 811.353149
	Iteration 48Q: 3 clusters Score -384420.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -384424.125000 Penalty: 811.353149
	Iteration 49Q: 3 clusters Score -384424.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -384427.000000 Penalty: 811.353149
	Iteration 50Q: 3 clusters Score -384427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -384429.281250 Penalty: 811.353149
	Iteration 51Q: 3 clusters Score -384429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -384432.468750 Penalty: 811.353149
	Iteration 52Q: 3 clusters Score -384432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -384435.500000 Penalty: 811.353149
	Iteration 53Q: 3 clusters Score -384435.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -384438.218750 Penalty: 811.353149
	Iteration 54Q: 3 clusters Score -384438.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -384441.718750 Penalty: 811.353149
	Iteration 55Q: 3 clusters Score -384441.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384445.718750 Penalty: 811.353149
	Iteration 56Q: 3 clusters Score -384445.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -384449.593750 Penalty: 811.353149
	Iteration 57Q: 3 clusters Score -384449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -384453.562500 Penalty: 811.353149
	Iteration 58Q: 3 clusters Score -384453.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -384457.000000 Penalty: 811.353149
	Iteration 59Q: 3 clusters Score -384457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -384459.500000 Penalty: 811.353149
	Iteration 60F: 3 clusters Score -384459.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -384462.750000 Penalty: 811.353149
	Iteration 61Q: 3 clusters Score -384462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -384466.187500 Penalty: 811.353149
	Iteration 62Q: 3 clusters Score -384466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -384470.687500 Penalty: 811.353149
	Iteration 63Q: 3 clusters Score -384470.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -384474.156250 Penalty: 811.353149
	Iteration 64Q: 3 clusters Score -384474.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -384477.125000 Penalty: 811.353149
	Iteration 65Q: 3 clusters Score -384477.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -384482.500000 Penalty: 811.353149
	Iteration 66Q: 3 clusters Score -384482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -384484.812500 Penalty: 811.353149
	Iteration 67Q: 3 clusters Score -384484.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -384488.000000 Penalty: 811.353149
	Iteration 68Q: 3 clusters Score -384488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -384490.093750 Penalty: 811.353149
	Iteration 69Q: 3 clusters Score -384490.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -384491.218750 Penalty: 811.353149
	Iteration 70Q: 3 clusters Score -384491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -384491.937500 Penalty: 811.353149
	Iteration 71Q: 3 clusters Score -384491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -384495.281250 Penalty: 811.353149
	Iteration 72Q: 3 clusters Score -384495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -384496.562500 Penalty: 811.353149
	Iteration 73Q: 3 clusters Score -384496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -384496.625000 Penalty: 811.353149
	Iteration 74Q: 3 clusters Score -384496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -384495.843750 Penalty: 811.353149
	Iteration 75Q: 3 clusters Score -384495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -384496.187500 Penalty: 811.353149
	Iteration 76Q: 3 clusters Score -384496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -384497.812500 Penalty: 811.353149
	Iteration 77Q: 3 clusters Score -384497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -384498.187500 Penalty: 811.353149
	Iteration 78Q: 3 clusters Score -384498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -384497.875000 Penalty: 811.353149
	Iteration 79Q: 3 clusters Score -384497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -384498.437500 Penalty: 811.353149
	Iteration 80F: 3 clusters Score -384498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -384497.812500 Penalty: 811.353149
	Iteration 81Q: 3 clusters Score -384497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -384498.156250 Penalty: 811.353149
	Iteration 82Q: 3 clusters Score -384498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -384497.718750 Penalty: 811.353149
	Iteration 83Q: 3 clusters Score -384497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -384497.968750 Penalty: 811.353149
	Iteration 84Q: 3 clusters Score -384498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -384497.968750 Penalty: 811.353149
	Iteration 85F: 3 clusters Score -384498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -250567.234375 Penalty: 383.569946
	Iteration 0F: 2 clusters Score -250567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -247389.265625 Penalty: 767.139893
	Iteration 0F: 3 clusters Score -247389.3 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -248483.968750 Penalty: 767.139893
	Iteration 1F: 3 clusters Score -248484 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -248564.828125 Penalty: 767.139893
	Iteration 2Q: 3 clusters Score -248564.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -248634.750000 Penalty: 767.139893
	Iteration 3Q: 3 clusters Score -248634.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -248712.921875 Penalty: 767.139893
	Iteration 4Q: 3 clusters Score -248712.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -248801.234375 Penalty: 767.139893
	Iteration 5Q: 3 clusters Score -248801.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -248916.640625 Penalty: 767.139893
	Iteration 6Q: 3 clusters Score -248916.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -249075.125000 Penalty: 767.139893
	Iteration 7F: 3 clusters Score -249075.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249264.046875 Penalty: 767.139893
	Iteration 8F: 3 clusters Score -249264 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -249500.968750 Penalty: 767.139893
	Iteration 9F: 3 clusters Score -249501 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -249724.125000 Penalty: 767.139893
	Iteration 10F: 3 clusters Score -249724.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -249911.140625 Penalty: 767.139893
	Iteration 11Q: 3 clusters Score -249911.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -250008.281250 Penalty: 767.139893
	Iteration 12Q: 3 clusters Score -250008.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -250108.468750 Penalty: 767.139893
	Iteration 13Q: 3 clusters Score -250108.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -250155.234375 Penalty: 767.139893
	Iteration 14Q: 3 clusters Score -250155.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -250185.984375 Penalty: 767.139893
	Iteration 15Q: 3 clusters Score -250186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -250211.828125 Penalty: 767.139893
	Iteration 16Q: 3 clusters Score -250211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -250228.937500 Penalty: 767.139893
	Iteration 17Q: 3 clusters Score -250228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -250234.562500 Penalty: 767.139893
	Iteration 18Q: 3 clusters Score -250234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -250235.109375 Penalty: 767.139893
	Iteration 19Q: 3 clusters Score -250235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -250235.843750 Penalty: 767.139893
	Iteration 20F: 3 clusters Score -250235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -250235.968750 Penalty: 767.139893
	Iteration 21Q: 3 clusters Score -250236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -250235.968750 Penalty: 767.139893
	Iteration 22F: 3 clusters Score -250236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Entering Unmasked Estep 
Score: -544821.000000 Penalty: 421.099396
	Iteration 0F: 2 clusters Score -544821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -537879.000000 Penalty: 842.198792
	Iteration 0F: 3 clusters Score -537879 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -540536.062500 Penalty: 842.198792
	Iteration 1F: 3 clusters Score -540536.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -540782.750000 Penalty: 842.198792
	Iteration 2F: 3 clusters Score -540782.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -541103.187500 Penalty: 842.198792
	Iteration 3F: 3 clusters Score -541103.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -541582.625000 Penalty: 842.198792
	Iteration 4F: 3 clusters Score -541582.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -542182.687500 Penalty: 842.198792
	Iteration 5F: 3 clusters Score -542182.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -542782.375000 Penalty: 842.198792
	Iteration 6F: 3 clusters Score -542782.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -543198.125000 Penalty: 842.198792
	Iteration 7F: 3 clusters Score -543198.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -543454.625000 Penalty: 842.198792
	Iteration 8Q: 3 clusters Score -543454.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -543615.625000 Penalty: 842.198792
	Iteration 9Q: 3 clusters Score -543615.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -543769.125000 Penalty: 842.198792
	Iteration 10Q: 3 clusters Score -543769.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -543928.125000 Penalty: 842.198792
	Iteration 11Q: 3 clusters Score -543928.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -544043.187500 Penalty: 842.198792
	Iteration 12Q: 3 clusters Score -544043.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -544121.875000 Penalty: 842.198792
	Iteration 13Q: 3 clusters Score -544121.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -544190.375000 Penalty: 842.198792
	Iteration 14Q: 3 clusters Score -544190.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -544256.250000 Penalty: 842.198792
	Iteration 15Q: 3 clusters Score -544256.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -544328.875000 Penalty: 842.198792
	Iteration 16Q: 3 clusters Score -544328.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -544378.500000 Penalty: 842.198792
	Iteration 17Q: 3 clusters Score -544378.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -544421.625000 Penalty: 842.198792
	Iteration 18Q: 3 clusters Score -544421.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -544453.500000 Penalty: 842.198792
	Iteration 19Q: 3 clusters Score -544453.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -544480.937500 Penalty: 842.198792
	Iteration 20F: 3 clusters Score -544480.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -544499.562500 Penalty: 842.198792
	Iteration 21Q: 3 clusters Score -544499.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -544514.875000 Penalty: 842.198792
	Iteration 22Q: 3 clusters Score -544514.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -544526.750000 Penalty: 842.198792
	Iteration 23Q: 3 clusters Score -544526.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -544536.250000 Penalty: 842.198792
	Iteration 24Q: 3 clusters Score -544536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -544541.875000 Penalty: 842.198792
	Iteration 25Q: 3 clusters Score -544541.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -544545.750000 Penalty: 842.198792
	Iteration 26Q: 3 clusters Score -544545.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -544548.812500 Penalty: 842.198792
	Iteration 27Q: 3 clusters Score -544548.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -544552.062500 Penalty: 842.198792
	Iteration 28Q: 3 clusters Score -544552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -544553.812500 Penalty: 842.198792
	Iteration 29Q: 3 clusters Score -544553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -544555.937500 Penalty: 842.198792
	Iteration 30Q: 3 clusters Score -544555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -544556.687500 Penalty: 842.198792
	Iteration 31Q: 3 clusters Score -544556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -544558.312500 Penalty: 842.198792
	Iteration 32Q: 3 clusters Score -544558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -544561.500000 Penalty: 842.198792
	Iteration 33Q: 3 clusters Score -544561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -544562.375000 Penalty: 842.198792
	Iteration 34Q: 3 clusters Score -544562.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -544563.312500 Penalty: 842.198792
	Iteration 35Q: 3 clusters Score -544563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -544565.687500 Penalty: 842.198792
	Iteration 36Q: 3 clusters Score -544565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -544566.187500 Penalty: 842.198792
	Iteration 37Q: 3 clusters Score -544566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -544569.437500 Penalty: 842.198792
	Iteration 38Q: 3 clusters Score -544569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -544570.187500 Penalty: 842.198792
	Iteration 39Q: 3 clusters Score -544570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -544571.062500 Penalty: 842.198792
	Iteration 40F: 3 clusters Score -544571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -544571.375000 Penalty: 842.198792
	Iteration 41Q: 3 clusters Score -544571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -544571.375000 Penalty: 842.198792
	Iteration 42Q: 3 clusters Score -544571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -544570.187500 Penalty: 842.198792
	Iteration 43Q: 3 clusters Score -544570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -544572.250000 Penalty: 842.198792
	Iteration 44Q: 3 clusters Score -544572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -544574.937500 Penalty: 842.198792
	Iteration 45Q: 3 clusters Score -544574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -544577.812500 Penalty: 842.198792
	Iteration 46Q: 3 clusters Score -544577.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -544579.625000 Penalty: 842.198792
	Iteration 47Q: 3 clusters Score -544579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -544581.312500 Penalty: 842.198792
	Iteration 48Q: 3 clusters Score -544581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -544582.812500 Penalty: 842.198792
	Iteration 49Q: 3 clusters Score -544582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -544585.312500 Penalty: 842.198792
	Iteration 50Q: 3 clusters Score -544585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -544586.375000 Penalty: 842.198792
	Iteration 51Q: 3 clusters Score -544586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -544587.000000 Penalty: 842.198792
	Iteration 52Q: 3 clusters Score -544587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -544588.062500 Penalty: 842.198792
	Iteration 53Q: 3 clusters Score -544588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -544589.562500 Penalty: 842.198792
	Iteration 54Q: 3 clusters Score -544589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -544590.750000 Penalty: 842.198792
	Iteration 55Q: 3 clusters Score -544590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -544590.750000 Penalty: 842.198792
	Iteration 56Q: 3 clusters Score -544590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -544590.750000 Penalty: 842.198792
	Iteration 57F: 3 clusters Score -544590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -206909.593750 Penalty: 381.788177
	Iteration 0F: 2 clusters Score -206909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -203871.281250 Penalty: 763.576355
	Iteration 0F: 3 clusters Score -203871.3 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -204956.562500 Penalty: 763.576355
	Iteration 1F: 3 clusters Score -204956.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -205137.062500 Penalty: 763.576355
	Iteration 2F: 3 clusters Score -205137.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -205327.000000 Penalty: 763.576355
	Iteration 3F: 3 clusters Score -205327 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -205553.453125 Penalty: 763.576355
	Iteration 4F: 3 clusters Score -205553.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -205786.359375 Penalty: 763.576355
	Iteration 5F: 3 clusters Score -205786.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -205984.796875 Penalty: 763.576355
	Iteration 6F: 3 clusters Score -205984.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206136.734375 Penalty: 763.576355
	Iteration 7Q: 3 clusters Score -206136.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -206229.593750 Penalty: 763.576355
	Iteration 8Q: 3 clusters Score -206229.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -206282.359375 Penalty: 763.576355
	Iteration 9Q: 3 clusters Score -206282.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206315.250000 Penalty: 763.576355
	Iteration 10Q: 3 clusters Score -206315.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -206342.500000 Penalty: 763.576355
	Iteration 11Q: 3 clusters Score -206342.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -206363.250000 Penalty: 763.576355
	Iteration 12Q: 3 clusters Score -206363.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206388.062500 Penalty: 763.576355
	Iteration 13Q: 3 clusters Score -206388.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206409.140625 Penalty: 763.576355
	Iteration 14Q: 3 clusters Score -206409.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -206421.828125 Penalty: 763.576355
	Iteration 15Q: 3 clusters Score -206421.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -206432.703125 Penalty: 763.576355
	Iteration 16Q: 3 clusters Score -206432.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -206443.828125 Penalty: 763.576355
	Iteration 17Q: 3 clusters Score -206443.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -206452.843750 Penalty: 763.576355
	Iteration 18Q: 3 clusters Score -206452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206456.984375 Penalty: 763.576355
	Iteration 19Q: 3 clusters Score -206457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -206461.609375 Penalty: 763.576355
	Iteration 20F: 3 clusters Score -206461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -206465.218750 Penalty: 763.576355
	Iteration 21Q: 3 clusters Score -206465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -206470.015625 Penalty: 763.576355
	Iteration 22Q: 3 clusters Score -206470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -206476.218750 Penalty: 763.576355
	Iteration 23Q: 3 clusters Score -206476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -206482.234375 Penalty: 763.576355
	Iteration 24Q: 3 clusters Score -206482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206486.578125 Penalty: 763.576355
	Iteration 25Q: 3 clusters Score -206486.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -206490.718750 Penalty: 763.576355
	Iteration 26Q: 3 clusters Score -206490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -206494.843750 Penalty: 763.576355
	Iteration 27Q: 3 clusters Score -206494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -206499.359375 Penalty: 763.576355
	Iteration 28Q: 3 clusters Score -206499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -206501.890625 Penalty: 763.576355
	Iteration 29Q: 3 clusters Score -206501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206502.812500 Penalty: 763.576355
	Iteration 30Q: 3 clusters Score -206502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -206503.453125 Penalty: 763.576355
	Iteration 31Q: 3 clusters Score -206503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -206503.531250 Penalty: 763.576355
	Iteration 32Q: 3 clusters Score -206503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -206504.406250 Penalty: 763.576355
	Iteration 33Q: 3 clusters Score -206504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -206504.328125 Penalty: 763.576355
	Iteration 34Q: 3 clusters Score -206504.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -206506.343750 Penalty: 763.576355
	Iteration 35Q: 3 clusters Score -206506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -206507.687500 Penalty: 763.576355
	Iteration 36Q: 3 clusters Score -206507.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -206509.937500 Penalty: 763.576355
	Iteration 37Q: 3 clusters Score -206509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -206512.812500 Penalty: 763.576355
	Iteration 38Q: 3 clusters Score -206512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -206513.640625 Penalty: 763.576355
	Iteration 39Q: 3 clusters Score -206513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -206514.156250 Penalty: 763.576355
	Iteration 40F: 3 clusters Score -206514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206514.562500 Penalty: 763.576355
	Iteration 41Q: 3 clusters Score -206514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -206514.750000 Penalty: 763.576355
	Iteration 42Q: 3 clusters Score -206514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206514.390625 Penalty: 763.576355
	Iteration 43Q: 3 clusters Score -206514.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206514.390625 Penalty: 763.576355
	Iteration 44F: 3 clusters Score -206514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -143006.484375 Penalty: 368.405182
	Iteration 0F: 2 clusters Score -143006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -140784.500000 Penalty: 736.810364
	Iteration 0F: 3 clusters Score -140784.5 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -141694.437500 Penalty: 736.810364
	Iteration 1F: 3 clusters Score -141694.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -141831.328125 Penalty: 736.810364
	Iteration 2F: 3 clusters Score -141831.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -141946.859375 Penalty: 736.810364
	Iteration 3F: 3 clusters Score -141946.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -142037.875000 Penalty: 736.810364
	Iteration 4Q: 3 clusters Score -142037.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -142108.937500 Penalty: 736.810364
	Iteration 5Q: 3 clusters Score -142108.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -142159.109375 Penalty: 736.810364
	Iteration 6Q: 3 clusters Score -142159.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -142200.859375 Penalty: 736.810364
	Iteration 7Q: 3 clusters Score -142200.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -142245.171875 Penalty: 736.810364
	Iteration 8Q: 3 clusters Score -142245.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -142303.812500 Penalty: 736.810364
	Iteration 9Q: 3 clusters Score -142303.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -142352.390625 Penalty: 736.810364
	Iteration 10Q: 3 clusters Score -142352.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -142386.890625 Penalty: 736.810364
	Iteration 11Q: 3 clusters Score -142386.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -142414.656250 Penalty: 736.810364
	Iteration 12Q: 3 clusters Score -142414.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -142434.343750 Penalty: 736.810364
	Iteration 13Q: 3 clusters Score -142434.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -142450.625000 Penalty: 736.810364
	Iteration 14Q: 3 clusters Score -142450.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -142469.562500 Penalty: 736.810364
	Iteration 15Q: 3 clusters Score -142469.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -142484.546875 Penalty: 736.810364
	Iteration 16Q: 3 clusters Score -142484.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -142503.015625 Penalty: 736.810364
	Iteration 17Q: 3 clusters Score -142503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -142522.953125 Penalty: 736.810364
	Iteration 18Q: 3 clusters Score -142523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -142548.796875 Penalty: 736.810364
	Iteration 19Q: 3 clusters Score -142548.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -142580.390625 Penalty: 736.810364
	Iteration 20F: 3 clusters Score -142580.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -142604.984375 Penalty: 736.810364
	Iteration 21Q: 3 clusters Score -142605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -142629.921875 Penalty: 736.810364
	Iteration 22Q: 3 clusters Score -142629.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -142656.078125 Penalty: 736.810364
	Iteration 23Q: 3 clusters Score -142656.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -142691.687500 Penalty: 736.810364
	Iteration 24Q: 3 clusters Score -142691.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -142726.843750 Penalty: 736.810364
	Iteration 25Q: 3 clusters Score -142726.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -142738.765625 Penalty: 736.810364
	Iteration 26Q: 3 clusters Score -142738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -142746.515625 Penalty: 736.810364
	Iteration 27Q: 3 clusters Score -142746.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -142751.218750 Penalty: 736.810364
	Iteration 28Q: 3 clusters Score -142751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -142756.937500 Penalty: 736.810364
	Iteration 29Q: 3 clusters Score -142756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -142762.781250 Penalty: 736.810364
	Iteration 30Q: 3 clusters Score -142762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -142765.250000 Penalty: 736.810364
	Iteration 31Q: 3 clusters Score -142765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -142765.828125 Penalty: 736.810364
	Iteration 32Q: 3 clusters Score -142765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -142765.828125 Penalty: 736.810364
	Iteration 33F: 3 clusters Score -142765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -122209.828125 Penalty: 353.908630
	Iteration 0F: 2 clusters Score -122209.8 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 1182 members 
Entering Unmasked Estep 
Score: -120490.851562 Penalty: 707.817261
	Iteration 0F: 3 clusters Score -120490.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -121022.226562 Penalty: 707.817261
	Iteration 1F: 3 clusters Score -121022.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -121078.187500 Penalty: 707.817261
	Iteration 2F: 3 clusters Score -121078.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -121134.093750 Penalty: 707.817261
	Iteration 3F: 3 clusters Score -121134.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -121197.273438 Penalty: 707.817261
	Iteration 4Q: 3 clusters Score -121197.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121253.929688 Penalty: 707.817261
	Iteration 5Q: 3 clusters Score -121253.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -121302.695312 Penalty: 707.817261
	Iteration 6Q: 3 clusters Score -121302.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121364.437500 Penalty: 707.817261
	Iteration 7Q: 3 clusters Score -121364.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121425.242188 Penalty: 707.817261
	Iteration 8Q: 3 clusters Score -121425.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121506.312500 Penalty: 707.817261
	Iteration 9Q: 3 clusters Score -121506.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121597.593750 Penalty: 707.817261
	Iteration 10Q: 3 clusters Score -121597.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -121682.500000 Penalty: 707.817261
	Iteration 11Q: 3 clusters Score -121682.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -121736.859375 Penalty: 707.817261
	Iteration 12Q: 3 clusters Score -121736.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -121780.460938 Penalty: 707.817261
	Iteration 13Q: 3 clusters Score -121780.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -121826.375000 Penalty: 707.817261
	Iteration 14Q: 3 clusters Score -121826.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -121869.312500 Penalty: 707.817261
	Iteration 15Q: 3 clusters Score -121869.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -121890.421875 Penalty: 707.817261
	Iteration 16Q: 3 clusters Score -121890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -121895.875000 Penalty: 707.817261
	Iteration 17Q: 3 clusters Score -121895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -121898.679688 Penalty: 707.817261
	Iteration 18Q: 3 clusters Score -121898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -121901.312500 Penalty: 707.817261
	Iteration 19Q: 3 clusters Score -121901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -121903.890625 Penalty: 707.817261
	Iteration 20F: 3 clusters Score -121903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -121904.703125 Penalty: 707.817261
	Iteration 21Q: 3 clusters Score -121904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -121905.203125 Penalty: 707.817261
	Iteration 22Q: 3 clusters Score -121905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -121905.968750 Penalty: 707.817261
	Iteration 23Q: 3 clusters Score -121906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -121907.164062 Penalty: 707.817261
	Iteration 24Q: 3 clusters Score -121907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -121907.164062 Penalty: 707.817261
	Iteration 25F: 3 clusters Score -121907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Entering Unmasked Estep 
Score: -606314.250000 Penalty: 429.625763
	Iteration 0F: 2 clusters Score -606314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -597955.187500 Penalty: 859.251526
	Iteration 0F: 3 clusters Score -597955.2 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -601220.937500 Penalty: 859.251526
	Iteration 1F: 3 clusters Score -601220.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -601351.500000 Penalty: 859.251526
	Iteration 2Q: 3 clusters Score -601351.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -601549.625000 Penalty: 859.251526
	Iteration 3Q: 3 clusters Score -601549.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -601840.437500 Penalty: 859.251526
	Iteration 4Q: 3 clusters Score -601840.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -602331.000000 Penalty: 859.251526
	Iteration 5F: 3 clusters Score -602331 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -603068.062500 Penalty: 859.251526
	Iteration 6F: 3 clusters Score -603068.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -603844.375000 Penalty: 859.251526
	Iteration 7F: 3 clusters Score -603844.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -604434.125000 Penalty: 859.251526
	Iteration 8F: 3 clusters Score -604434.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -604887.000000 Penalty: 859.251526
	Iteration 9Q: 3 clusters Score -604887 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -605187.437500 Penalty: 859.251526
	Iteration 10Q: 3 clusters Score -605187.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -605399.437500 Penalty: 859.251526
	Iteration 11Q: 3 clusters Score -605399.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -605556.375000 Penalty: 859.251526
	Iteration 12Q: 3 clusters Score -605556.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -605656.750000 Penalty: 859.251526
	Iteration 13Q: 3 clusters Score -605656.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -605726.000000 Penalty: 859.251526
	Iteration 14Q: 3 clusters Score -605726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -605791.312500 Penalty: 859.251526
	Iteration 15Q: 3 clusters Score -605791.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -605832.625000 Penalty: 859.251526
	Iteration 16Q: 3 clusters Score -605832.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -605862.000000 Penalty: 859.251526
	Iteration 17Q: 3 clusters Score -605862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -605885.062500 Penalty: 859.251526
	Iteration 18Q: 3 clusters Score -605885.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -605901.000000 Penalty: 859.251526
	Iteration 19Q: 3 clusters Score -605901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -605909.875000 Penalty: 859.251526
	Iteration 20F: 3 clusters Score -605909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -605916.125000 Penalty: 859.251526
	Iteration 21Q: 3 clusters Score -605916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -605920.312500 Penalty: 859.251526
	Iteration 22Q: 3 clusters Score -605920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -605923.687500 Penalty: 859.251526
	Iteration 23Q: 3 clusters Score -605923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -605925.750000 Penalty: 859.251526
	Iteration 24Q: 3 clusters Score -605925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -605927.312500 Penalty: 859.251526
	Iteration 25Q: 3 clusters Score -605927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -605928.187500 Penalty: 859.251526
	Iteration 26Q: 3 clusters Score -605928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -605928.187500 Penalty: 859.251526
	Iteration 27F: 3 clusters Score -605928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5686.257324 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5686.257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5721.703125 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5721.703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5731.074707 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5731.075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -119923.031250 Penalty: 356.859406
	Iteration 0F: 2 clusters Score -119923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -118091.789062 Penalty: 713.718811
	Iteration 0F: 3 clusters Score -118091.8 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -118696.968750 Penalty: 713.718811
	Iteration 1F: 3 clusters Score -118697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -118788.093750 Penalty: 713.718811
	Iteration 2F: 3 clusters Score -118788.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -118891.437500 Penalty: 713.718811
	Iteration 3F: 3 clusters Score -118891.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -119017.789062 Penalty: 713.718811
	Iteration 4F: 3 clusters Score -119017.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -119175.656250 Penalty: 713.718811
	Iteration 5F: 3 clusters Score -119175.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -119320.882812 Penalty: 713.718811
	Iteration 6F: 3 clusters Score -119320.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -119461.171875 Penalty: 713.718811
	Iteration 7F: 3 clusters Score -119461.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119547.429688 Penalty: 713.718811
	Iteration 8Q: 3 clusters Score -119547.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -119602.484375 Penalty: 713.718811
	Iteration 9Q: 3 clusters Score -119602.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119632.328125 Penalty: 713.718811
	Iteration 10Q: 3 clusters Score -119632.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -119650.046875 Penalty: 713.718811
	Iteration 11Q: 3 clusters Score -119650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119661.679688 Penalty: 713.718811
	Iteration 12Q: 3 clusters Score -119661.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119666.007812 Penalty: 713.718811
	Iteration 13Q: 3 clusters Score -119666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119667.648438 Penalty: 713.718811
	Iteration 14Q: 3 clusters Score -119667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119668.484375 Penalty: 713.718811
	Iteration 15Q: 3 clusters Score -119668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119668.679688 Penalty: 713.718811
	Iteration 16Q: 3 clusters Score -119668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119668.882812 Penalty: 713.718811
	Iteration 17Q: 3 clusters Score -119668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119668.820312 Penalty: 713.718811
	Iteration 18Q: 3 clusters Score -119668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119669.109375 Penalty: 713.718811
	Iteration 19Q: 3 clusters Score -119669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -119669.406250 Penalty: 713.718811
	Iteration 20F: 3 clusters Score -119669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119669.609375 Penalty: 713.718811
	Iteration 21Q: 3 clusters Score -119669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119669.601562 Penalty: 713.718811
	Iteration 22Q: 3 clusters Score -119669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119669.601562 Penalty: 713.718811
	Iteration 23F: 3 clusters Score -119669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -8653.818359 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -8653.818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8365.931641 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -8365.932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8465.458984 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -8465.459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8511.208008 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -8511.208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8537.658203 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -8537.658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8540.893555 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -8540.894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8542.721680 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -8542.722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8546.072266 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -8546.072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8546.072266 Penalty: 489.989075
	Iteration 7F: 3 clusters Score -8546.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -445885.218750 Penalty: 415.807648
	Iteration 0F: 2 clusters Score -445885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -439622.500000 Penalty: 831.615295
	Iteration 0F: 3 clusters Score -439622.5 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -441989.968750 Penalty: 831.615295
	Iteration 1F: 3 clusters Score -441990 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -442131.281250 Penalty: 831.615295
	Iteration 2Q: 3 clusters Score -442131.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -442306.968750 Penalty: 831.615295
	Iteration 3Q: 3 clusters Score -442307 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -442538.593750 Penalty: 831.615295
	Iteration 4Q: 3 clusters Score -442538.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -442857.906250 Penalty: 831.615295
	Iteration 5F: 3 clusters Score -442857.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -443278.625000 Penalty: 831.615295
	Iteration 6F: 3 clusters Score -443278.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -443796.062500 Penalty: 831.615295
	Iteration 7F: 3 clusters Score -443796.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -444178.187500 Penalty: 831.615295
	Iteration 8F: 3 clusters Score -444178.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -444390.218750 Penalty: 831.615295
	Iteration 9Q: 3 clusters Score -444390.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -444531.281250 Penalty: 831.615295
	Iteration 10Q: 3 clusters Score -444531.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -444677.250000 Penalty: 831.615295
	Iteration 11Q: 3 clusters Score -444677.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -444844.875000 Penalty: 831.615295
	Iteration 12Q: 3 clusters Score -444844.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -445031.406250 Penalty: 831.615295
	Iteration 13Q: 3 clusters Score -445031.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -445214.562500 Penalty: 831.615295
	Iteration 14Q: 3 clusters Score -445214.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -445371.187500 Penalty: 831.615295
	Iteration 15Q: 3 clusters Score -445371.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -445471.250000 Penalty: 831.615295
	Iteration 16Q: 3 clusters Score -445471.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -445529.875000 Penalty: 831.615295
	Iteration 17Q: 3 clusters Score -445529.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -445555.593750 Penalty: 831.615295
	Iteration 18Q: 3 clusters Score -445555.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -445568.531250 Penalty: 831.615295
	Iteration 19Q: 3 clusters Score -445568.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -445577.843750 Penalty: 831.615295
	Iteration 20F: 3 clusters Score -445577.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -445584.750000 Penalty: 831.615295
	Iteration 21Q: 3 clusters Score -445584.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -445591.218750 Penalty: 831.615295
	Iteration 22Q: 3 clusters Score -445591.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -445594.281250 Penalty: 831.615295
	Iteration 23Q: 3 clusters Score -445594.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -445597.468750 Penalty: 831.615295
	Iteration 24Q: 3 clusters Score -445597.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -445600.843750 Penalty: 831.615295
	Iteration 25Q: 3 clusters Score -445600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -445601.843750 Penalty: 831.615295
	Iteration 26Q: 3 clusters Score -445601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -445604.000000 Penalty: 831.615295
	Iteration 27Q: 3 clusters Score -445604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -445605.218750 Penalty: 831.615295
	Iteration 28Q: 3 clusters Score -445605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -445606.531250 Penalty: 831.615295
	Iteration 29Q: 3 clusters Score -445606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -445606.906250 Penalty: 831.615295
	Iteration 30Q: 3 clusters Score -445606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -445607.218750 Penalty: 831.615295
	Iteration 31Q: 3 clusters Score -445607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -445609.468750 Penalty: 831.615295
	Iteration 32Q: 3 clusters Score -445609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -445609.656250 Penalty: 831.615295
	Iteration 33Q: 3 clusters Score -445609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -445611.937500 Penalty: 831.615295
	Iteration 34Q: 3 clusters Score -445611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -445613.781250 Penalty: 831.615295
	Iteration 35Q: 3 clusters Score -445613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -445613.781250 Penalty: 831.615295
	Iteration 36Q: 3 clusters Score -445613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -445613.062500 Penalty: 831.615295
	Iteration 37Q: 3 clusters Score -445613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -445615.125000 Penalty: 831.615295
	Iteration 38Q: 3 clusters Score -445615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -445616.031250 Penalty: 831.615295
	Iteration 39Q: 3 clusters Score -445616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -445616.625000 Penalty: 831.615295
	Iteration 40F: 3 clusters Score -445616.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -445618.781250 Penalty: 831.615295
	Iteration 41Q: 3 clusters Score -445618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -445619.937500 Penalty: 831.615295
	Iteration 42Q: 3 clusters Score -445619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -445620.125000 Penalty: 831.615295
	Iteration 43Q: 3 clusters Score -445620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -445620.000000 Penalty: 831.615295
	Iteration 44Q: 3 clusters Score -445620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -445619.968750 Penalty: 831.615295
	Iteration 45Q: 3 clusters Score -445620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -445619.875000 Penalty: 831.615295
	Iteration 46Q: 3 clusters Score -445619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -445620.531250 Penalty: 831.615295
	Iteration 47Q: 3 clusters Score -445620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -445620.562500 Penalty: 831.615295
	Iteration 48Q: 3 clusters Score -445620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -445621.375000 Penalty: 831.615295
	Iteration 49Q: 3 clusters Score -445621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -445621.375000 Penalty: 831.615295
	Iteration 50F: 3 clusters Score -445621.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Entering Unmasked Estep 
Score: -1163751.625000 Penalty: 456.135345
	Iteration 0F: 2 clusters Score -1163752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1148724.125000 Penalty: 912.270691
	Iteration 0F: 3 clusters Score -1148724 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1155273.500000 Penalty: 912.270691
	Iteration 1F: 3 clusters Score -1155274 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1155978.000000 Penalty: 912.270691
	Iteration 2Q: 3 clusters Score -1155978 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1157126.875000 Penalty: 912.270691
	Iteration 3F: 3 clusters Score -1157127 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1158665.375000 Penalty: 912.270691
	Iteration 4F: 3 clusters Score -1158665 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1159960.625000 Penalty: 912.270691
	Iteration 5F: 3 clusters Score -1159961 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1160635.500000 Penalty: 912.270691
	Iteration 6F: 3 clusters Score -1160636 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1160867.500000 Penalty: 912.270691
	Iteration 7Q: 3 clusters Score -1160868 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1160998.875000 Penalty: 912.270691
	Iteration 8Q: 3 clusters Score -1160999 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1161111.750000 Penalty: 912.270691
	Iteration 9Q: 3 clusters Score -1161112 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1161216.750000 Penalty: 912.270691
	Iteration 10Q: 3 clusters Score -1161217 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1161311.750000 Penalty: 912.270691
	Iteration 11Q: 3 clusters Score -1161312 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1161420.375000 Penalty: 912.270691
	Iteration 12Q: 3 clusters Score -1161420 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1161526.250000 Penalty: 912.270691
	Iteration 13Q: 3 clusters Score -1161526 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1161641.000000 Penalty: 912.270691
	Iteration 14Q: 3 clusters Score -1161641 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1161756.750000 Penalty: 912.270691
	Iteration 15Q: 3 clusters Score -1161757 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1161868.625000 Penalty: 912.270691
	Iteration 16Q: 3 clusters Score -1161869 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1161989.000000 Penalty: 912.270691
	Iteration 17Q: 3 clusters Score -1161989 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1162096.625000 Penalty: 912.270691
	Iteration 18Q: 3 clusters Score -1162097 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1162195.000000 Penalty: 912.270691
	Iteration 19Q: 3 clusters Score -1162195 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1162289.125000 Penalty: 912.270691
	Iteration 20F: 3 clusters Score -1162289 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1162388.625000 Penalty: 912.270691
	Iteration 21Q: 3 clusters Score -1162389 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1162484.250000 Penalty: 912.270691
	Iteration 22Q: 3 clusters Score -1162484 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1162559.500000 Penalty: 912.270691
	Iteration 23Q: 3 clusters Score -1162560 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1162634.625000 Penalty: 912.270691
	Iteration 24Q: 3 clusters Score -1162635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1162705.000000 Penalty: 912.270691
	Iteration 25Q: 3 clusters Score -1162705 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1162757.375000 Penalty: 912.270691
	Iteration 26Q: 3 clusters Score -1162757 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1162819.000000 Penalty: 912.270691
	Iteration 27Q: 3 clusters Score -1162819 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1162866.000000 Penalty: 912.270691
	Iteration 28Q: 3 clusters Score -1162866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1162923.125000 Penalty: 912.270691
	Iteration 29Q: 3 clusters Score -1162923 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1162976.250000 Penalty: 912.270691
	Iteration 30Q: 3 clusters Score -1162976 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1163030.375000 Penalty: 912.270691
	Iteration 31Q: 3 clusters Score -1163030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1163069.375000 Penalty: 912.270691
	Iteration 32Q: 3 clusters Score -1163069 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1163102.750000 Penalty: 912.270691
	Iteration 33Q: 3 clusters Score -1163103 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1163131.625000 Penalty: 912.270691
	Iteration 34Q: 3 clusters Score -1163132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1163158.875000 Penalty: 912.270691
	Iteration 35Q: 3 clusters Score -1163159 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1163184.750000 Penalty: 912.270691
	Iteration 36Q: 3 clusters Score -1163185 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1163201.750000 Penalty: 912.270691
	Iteration 37Q: 3 clusters Score -1163202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1163216.625000 Penalty: 912.270691
	Iteration 38Q: 3 clusters Score -1163217 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1163229.000000 Penalty: 912.270691
	Iteration 39Q: 3 clusters Score -1163229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1163246.875000 Penalty: 912.270691
	Iteration 40F: 3 clusters Score -1163247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1163263.625000 Penalty: 912.270691
	Iteration 41Q: 3 clusters Score -1163264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1163290.500000 Penalty: 912.270691
	Iteration 42Q: 3 clusters Score -1163290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1163318.000000 Penalty: 912.270691
	Iteration 43Q: 3 clusters Score -1163318 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1163338.250000 Penalty: 912.270691
	Iteration 44Q: 3 clusters Score -1163338 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1163363.500000 Penalty: 912.270691
	Iteration 45Q: 3 clusters Score -1163364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1163385.750000 Penalty: 912.270691
	Iteration 46Q: 3 clusters Score -1163386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1163408.625000 Penalty: 912.270691
	Iteration 47Q: 3 clusters Score -1163409 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1163433.875000 Penalty: 912.270691
	Iteration 48Q: 3 clusters Score -1163434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1163455.500000 Penalty: 912.270691
	Iteration 49Q: 3 clusters Score -1163456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1163485.000000 Penalty: 912.270691
	Iteration 50Q: 3 clusters Score -1163485 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1163505.500000 Penalty: 912.270691
	Iteration 51Q: 3 clusters Score -1163506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1163527.875000 Penalty: 912.270691
	Iteration 52Q: 3 clusters Score -1163528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1163548.375000 Penalty: 912.270691
	Iteration 53Q: 3 clusters Score -1163548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1163560.875000 Penalty: 912.270691
	Iteration 54Q: 3 clusters Score -1163561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1163578.875000 Penalty: 912.270691
	Iteration 55Q: 3 clusters Score -1163579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1163590.000000 Penalty: 912.270691
	Iteration 56Q: 3 clusters Score -1163590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1163602.625000 Penalty: 912.270691
	Iteration 57Q: 3 clusters Score -1163603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1163615.625000 Penalty: 912.270691
	Iteration 58Q: 3 clusters Score -1163616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1163621.875000 Penalty: 912.270691
	Iteration 59Q: 3 clusters Score -1163622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1163627.500000 Penalty: 912.270691
	Iteration 60F: 3 clusters Score -1163628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1163632.875000 Penalty: 912.270691
	Iteration 61Q: 3 clusters Score -1163633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1163641.750000 Penalty: 912.270691
	Iteration 62Q: 3 clusters Score -1163642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1163650.125000 Penalty: 912.270691
	Iteration 63Q: 3 clusters Score -1163650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1163652.125000 Penalty: 912.270691
	Iteration 64Q: 3 clusters Score -1163652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1163656.500000 Penalty: 912.270691
	Iteration 65Q: 3 clusters Score -1163656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1163659.000000 Penalty: 912.270691
	Iteration 66Q: 3 clusters Score -1163659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -1163660.875000 Penalty: 912.270691
	Iteration 67Q: 3 clusters Score -1163661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1163666.750000 Penalty: 912.270691
	Iteration 68Q: 3 clusters Score -1163667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1163673.750000 Penalty: 912.270691
	Iteration 69Q: 3 clusters Score -1163674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1163679.500000 Penalty: 912.270691
	Iteration 70Q: 3 clusters Score -1163680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1163687.625000 Penalty: 912.270691
	Iteration 71Q: 3 clusters Score -1163688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1163694.750000 Penalty: 912.270691
	Iteration 72Q: 3 clusters Score -1163695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1163697.250000 Penalty: 912.270691
	Iteration 73Q: 3 clusters Score -1163697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -1163702.875000 Penalty: 912.270691
	Iteration 74Q: 3 clusters Score -1163703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1163704.375000 Penalty: 912.270691
	Iteration 75Q: 3 clusters Score -1163704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -1163706.000000 Penalty: 912.270691
	Iteration 76Q: 3 clusters Score -1163706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1163709.000000 Penalty: 912.270691
	Iteration 77Q: 3 clusters Score -1163709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1163714.750000 Penalty: 912.270691
	Iteration 78Q: 3 clusters Score -1163715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1163717.875000 Penalty: 912.270691
	Iteration 79Q: 3 clusters Score -1163718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1163719.375000 Penalty: 912.270691
	Iteration 80F: 3 clusters Score -1163719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1163719.750000 Penalty: 912.270691
	Iteration 81Q: 3 clusters Score -1163720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1163722.750000 Penalty: 912.270691
	Iteration 82Q: 3 clusters Score -1163723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1163721.000000 Penalty: 912.270691
	Iteration 83Q: 3 clusters Score -1163721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1163719.125000 Penalty: 912.270691
	Iteration 84Q: 3 clusters Score -1163719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1163722.250000 Penalty: 912.270691
	Iteration 85Q: 3 clusters Score -1163722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1163720.750000 Penalty: 912.270691
	Iteration 86Q: 3 clusters Score -1163721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1163722.875000 Penalty: 912.270691
	Iteration 87Q: 3 clusters Score -1163723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1163723.875000 Penalty: 912.270691
	Iteration 88Q: 3 clusters Score -1163724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1163725.750000 Penalty: 912.270691
	Iteration 89Q: 3 clusters Score -1163726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1163726.375000 Penalty: 912.270691
	Iteration 90Q: 3 clusters Score -1163726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1163728.500000 Penalty: 912.270691
	Iteration 91Q: 3 clusters Score -1163728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1163731.000000 Penalty: 912.270691
	Iteration 92Q: 3 clusters Score -1163731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1163733.875000 Penalty: 912.270691
	Iteration 93Q: 3 clusters Score -1163734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1163734.375000 Penalty: 912.270691
	Iteration 94Q: 3 clusters Score -1163734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1163737.000000 Penalty: 912.270691
	Iteration 95Q: 3 clusters Score -1163737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -1163734.250000 Penalty: 912.270691
	Iteration 96Q: 3 clusters Score -1163734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -1163735.375000 Penalty: 912.270691
	Iteration 97Q: 3 clusters Score -1163735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1163735.875000 Penalty: 912.270691
	Iteration 98Q: 3 clusters Score -1163736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1163738.500000 Penalty: 912.270691
	Iteration 99Q: 3 clusters Score -1163738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1163743.125000 Penalty: 912.270691
	Iteration 100F: 3 clusters Score -1163743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1163742.250000 Penalty: 912.270691
	Iteration 101Q: 3 clusters Score -1163742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1163751.000000 Penalty: 912.270691
	Iteration 102Q: 3 clusters Score -1163751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -1163751.125000 Penalty: 912.270691
	Iteration 103Q: 3 clusters Score -1163751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1163752.250000 Penalty: 912.270691
	Iteration 104Q: 3 clusters Score -1163752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1163752.125000 Penalty: 912.270691
	Iteration 105Q: 3 clusters Score -1163752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1163749.000000 Penalty: 912.270691
	Iteration 106Q: 3 clusters Score -1163749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -1163752.625000 Penalty: 912.270691
	Iteration 107Q: 3 clusters Score -1163753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1163753.125000 Penalty: 912.270691
	Iteration 108Q: 3 clusters Score -1163753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1163755.500000 Penalty: 912.270691
	Iteration 109Q: 3 clusters Score -1163756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1163758.500000 Penalty: 912.270691
	Iteration 110Q: 3 clusters Score -1163758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1163759.750000 Penalty: 912.270691
	Iteration 111Q: 3 clusters Score -1163760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1163757.750000 Penalty: 912.270691
	Iteration 112Q: 3 clusters Score -1163758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1163759.875000 Penalty: 912.270691
	Iteration 113Q: 3 clusters Score -1163760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1163760.375000 Penalty: 912.270691
	Iteration 114Q: 3 clusters Score -1163760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1163761.875000 Penalty: 912.270691
	Iteration 115Q: 3 clusters Score -1163762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1163761.250000 Penalty: 912.270691
	Iteration 116Q: 3 clusters Score -1163761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1163761.000000 Penalty: 912.270691
	Iteration 117Q: 3 clusters Score -1163761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1163761.000000 Penalty: 912.270691
	Iteration 118F: 3 clusters Score -1163761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 3284 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 12611 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 20725 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 348080 members 
Mstep: Class 28 contains 20138 members 
Entering Unmasked Estep 
Score: -25292782.000000 Penalty: 16793.650391
Splitting cluster 19 changes total score from -25292162.000000 to -25292782.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -1010949.937500 Penalty: 452.228882
	Iteration 0F: 2 clusters Score -1010950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -997143.562500 Penalty: 904.457764
	Iteration 0F: 3 clusters Score -997143.6 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1002987.000000 Penalty: 904.457764
	Iteration 1F: 3 clusters Score -1002987 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1003209.812500 Penalty: 904.457764
	Iteration 2Q: 3 clusters Score -1003210 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1003409.250000 Penalty: 904.457764
	Iteration 3Q: 3 clusters Score -1003409 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1003603.625000 Penalty: 904.457764
	Iteration 4Q: 3 clusters Score -1003604 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1003828.125000 Penalty: 904.457764
	Iteration 5Q: 3 clusters Score -1003828 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1004105.000000 Penalty: 904.457764
	Iteration 6Q: 3 clusters Score -1004105 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1004502.062500 Penalty: 904.457764
	Iteration 7Q: 3 clusters Score -1004502 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1005162.062500 Penalty: 904.457764
	Iteration 8Q: 3 clusters Score -1005162 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1006226.187500 Penalty: 904.457764
	Iteration 9F: 3 clusters Score -1006226 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1007372.750000 Penalty: 904.457764
	Iteration 10F: 3 clusters Score -1007373 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1008216.750000 Penalty: 904.457764
	Iteration 11Q: 3 clusters Score -1008217 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1008682.000000 Penalty: 904.457764
	Iteration 12Q: 3 clusters Score -1008682 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1009045.937500 Penalty: 904.457764
	Iteration 13Q: 3 clusters Score -1009046 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1009350.562500 Penalty: 904.457764
	Iteration 14Q: 3 clusters Score -1009351 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1009625.562500 Penalty: 904.457764
	Iteration 15Q: 3 clusters Score -1009626 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1009858.250000 Penalty: 904.457764
	Iteration 16Q: 3 clusters Score -1009858 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1010058.125000 Penalty: 904.457764
	Iteration 17Q: 3 clusters Score -1010058 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1010211.000000 Penalty: 904.457764
	Iteration 18Q: 3 clusters Score -1010211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1010336.062500 Penalty: 904.457764
	Iteration 19Q: 3 clusters Score -1010336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1010426.812500 Penalty: 904.457764
	Iteration 20F: 3 clusters Score -1010427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1010480.937500 Penalty: 904.457764
	Iteration 21Q: 3 clusters Score -1010481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1010516.437500 Penalty: 904.457764
	Iteration 22Q: 3 clusters Score -1010516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1010547.937500 Penalty: 904.457764
	Iteration 23Q: 3 clusters Score -1010548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1010576.937500 Penalty: 904.457764
	Iteration 24Q: 3 clusters Score -1010577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1010587.687500 Penalty: 904.457764
	Iteration 25Q: 3 clusters Score -1010588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1010598.687500 Penalty: 904.457764
	Iteration 26Q: 3 clusters Score -1010599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1010610.312500 Penalty: 904.457764
	Iteration 27Q: 3 clusters Score -1010610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1010615.687500 Penalty: 904.457764
	Iteration 28Q: 3 clusters Score -1010616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1010622.687500 Penalty: 904.457764
	Iteration 29Q: 3 clusters Score -1010623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1010624.000000 Penalty: 904.457764
	Iteration 30Q: 3 clusters Score -1010624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1010628.062500 Penalty: 904.457764
	Iteration 31Q: 3 clusters Score -1010628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1010630.500000 Penalty: 904.457764
	Iteration 32Q: 3 clusters Score -1010630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1010631.312500 Penalty: 904.457764
	Iteration 33Q: 3 clusters Score -1010631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1010632.875000 Penalty: 904.457764
	Iteration 34Q: 3 clusters Score -1010633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1010636.875000 Penalty: 904.457764
	Iteration 35Q: 3 clusters Score -1010637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1010637.500000 Penalty: 904.457764
	Iteration 36Q: 3 clusters Score -1010638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1010637.312500 Penalty: 904.457764
	Iteration 37Q: 3 clusters Score -1010637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1010636.937500 Penalty: 904.457764
	Iteration 38Q: 3 clusters Score -1010637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1010638.125000 Penalty: 904.457764
	Iteration 39Q: 3 clusters Score -1010638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1010638.500000 Penalty: 904.457764
	Iteration 40F: 3 clusters Score -1010638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1010640.562500 Penalty: 904.457764
	Iteration 41Q: 3 clusters Score -1010641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1010639.625000 Penalty: 904.457764
	Iteration 42Q: 3 clusters Score -1010640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1010639.812500 Penalty: 904.457764
	Iteration 43Q: 3 clusters Score -1010640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1010639.875000 Penalty: 904.457764
	Iteration 44Q: 3 clusters Score -1010640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1010639.875000 Penalty: 904.457764
	Iteration 45F: 3 clusters Score -1010640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15897.621094 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15897.62 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16010.910156 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -16010.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16050.885742 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -16050.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16067.727539 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -16067.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16071.376953 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16071.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16072.413086 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16072.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16072.413086 Penalty: 533.071899
	Iteration 6F: 3 clusters Score -16072.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -200989.062500 Penalty: 380.722748
	Iteration 0F: 2 clusters Score -200989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -198051.078125 Penalty: 761.445496
	Iteration 0F: 3 clusters Score -198051.1 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -199162.828125 Penalty: 761.445496
	Iteration 1F: 3 clusters Score -199162.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -199275.906250 Penalty: 761.445496
	Iteration 2F: 3 clusters Score -199275.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -199394.500000 Penalty: 761.445496
	Iteration 3F: 3 clusters Score -199394.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -199556.593750 Penalty: 761.445496
	Iteration 4F: 3 clusters Score -199556.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -199739.390625 Penalty: 761.445496
	Iteration 5F: 3 clusters Score -199739.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -199969.375000 Penalty: 761.445496
	Iteration 6F: 3 clusters Score -199969.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -200209.109375 Penalty: 761.445496
	Iteration 7F: 3 clusters Score -200209.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -200362.109375 Penalty: 761.445496
	Iteration 8Q: 3 clusters Score -200362.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -200461.328125 Penalty: 761.445496
	Iteration 9Q: 3 clusters Score -200461.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -200548.531250 Penalty: 761.445496
	Iteration 10Q: 3 clusters Score -200548.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -200612.734375 Penalty: 761.445496
	Iteration 11Q: 3 clusters Score -200612.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -200654.671875 Penalty: 761.445496
	Iteration 12Q: 3 clusters Score -200654.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -200679.343750 Penalty: 761.445496
	Iteration 13Q: 3 clusters Score -200679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -200702.312500 Penalty: 761.445496
	Iteration 14Q: 3 clusters Score -200702.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -200717.406250 Penalty: 761.445496
	Iteration 15Q: 3 clusters Score -200717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -200726.687500 Penalty: 761.445496
	Iteration 16Q: 3 clusters Score -200726.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -200733.250000 Penalty: 761.445496
	Iteration 17Q: 3 clusters Score -200733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -200737.671875 Penalty: 761.445496
	Iteration 18Q: 3 clusters Score -200737.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -200742.093750 Penalty: 761.445496
	Iteration 19Q: 3 clusters Score -200742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -200745.984375 Penalty: 761.445496
	Iteration 20F: 3 clusters Score -200746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -200748.812500 Penalty: 761.445496
	Iteration 21Q: 3 clusters Score -200748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -200750.828125 Penalty: 761.445496
	Iteration 22Q: 3 clusters Score -200750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -200751.421875 Penalty: 761.445496
	Iteration 23Q: 3 clusters Score -200751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -200751.906250 Penalty: 761.445496
	Iteration 24Q: 3 clusters Score -200751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -200751.890625 Penalty: 761.445496
	Iteration 25Q: 3 clusters Score -200751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -200752.531250 Penalty: 761.445496
	Iteration 26Q: 3 clusters Score -200752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -200753.031250 Penalty: 761.445496
	Iteration 27Q: 3 clusters Score -200753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -200754.343750 Penalty: 761.445496
	Iteration 28Q: 3 clusters Score -200754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -200755.000000 Penalty: 761.445496
	Iteration 29Q: 3 clusters Score -200755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -200754.921875 Penalty: 761.445496
	Iteration 30Q: 3 clusters Score -200754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -200754.921875 Penalty: 761.445496
	Iteration 31F: 3 clusters Score -200754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Entering Unmasked Estep 
Score: -3331341.000000 Penalty: 504.549316
	Iteration 0F: 2 clusters Score -3331341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3287169.750000 Penalty: 1009.098633
	Iteration 0F: 3 clusters Score -3287170 nChanged 31828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3306288.250000 Penalty: 1009.098633
	Iteration 1F: 3 clusters Score -3306288 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -3307261.750000 Penalty: 1009.098633
	Iteration 2Q: 3 clusters Score -3307262 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -3308598.250000 Penalty: 1009.098633
	Iteration 3Q: 3 clusters Score -3308598 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -3310332.000000 Penalty: 1009.098633
	Iteration 4F: 3 clusters Score -3310332 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -3312627.750000 Penalty: 1009.098633
	Iteration 5F: 3 clusters Score -3312628 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -3315734.250000 Penalty: 1009.098633
	Iteration 6F: 3 clusters Score -3315734 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -3319252.250000 Penalty: 1009.098633
	Iteration 7F: 3 clusters Score -3319252 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -3321987.000000 Penalty: 1009.098633
	Iteration 8Q: 3 clusters Score -3321987 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -3323581.750000 Penalty: 1009.098633
	Iteration 9Q: 3 clusters Score -3323582 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -3324665.000000 Penalty: 1009.098633
	Iteration 10Q: 3 clusters Score -3324665 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -3325694.750000 Penalty: 1009.098633
	Iteration 11Q: 3 clusters Score -3325695 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -3326667.250000 Penalty: 1009.098633
	Iteration 12Q: 3 clusters Score -3326667 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -3327521.250000 Penalty: 1009.098633
	Iteration 13Q: 3 clusters Score -3327521 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -3328273.250000 Penalty: 1009.098633
	Iteration 14Q: 3 clusters Score -3328273 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -3328844.250000 Penalty: 1009.098633
	Iteration 15Q: 3 clusters Score -3328844 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -3329309.250000 Penalty: 1009.098633
	Iteration 16Q: 3 clusters Score -3329309 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -3329666.000000 Penalty: 1009.098633
	Iteration 17Q: 3 clusters Score -3329666 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -3329977.500000 Penalty: 1009.098633
	Iteration 18Q: 3 clusters Score -3329978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -3330257.250000 Penalty: 1009.098633
	Iteration 19Q: 3 clusters Score -3330257 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -3330499.250000 Penalty: 1009.098633
	Iteration 20F: 3 clusters Score -3330499 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -3330687.000000 Penalty: 1009.098633
	Iteration 21Q: 3 clusters Score -3330687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -3330805.750000 Penalty: 1009.098633
	Iteration 22Q: 3 clusters Score -3330806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -3330874.500000 Penalty: 1009.098633
	Iteration 23Q: 3 clusters Score -3330874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -3330919.250000 Penalty: 1009.098633
	Iteration 24Q: 3 clusters Score -3330919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -3330955.000000 Penalty: 1009.098633
	Iteration 25Q: 3 clusters Score -3330955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -3330978.250000 Penalty: 1009.098633
	Iteration 26Q: 3 clusters Score -3330978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -3331004.250000 Penalty: 1009.098633
	Iteration 27Q: 3 clusters Score -3331004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -3331012.250000 Penalty: 1009.098633
	Iteration 28Q: 3 clusters Score -3331012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -3331005.250000 Penalty: 1009.098633
	Iteration 29Q: 3 clusters Score -3331005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -3331013.500000 Penalty: 1009.098633
	Iteration 30Q: 3 clusters Score -3331014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -3331015.750000 Penalty: 1009.098633
	Iteration 31Q: 3 clusters Score -3331016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -3331018.750000 Penalty: 1009.098633
	Iteration 32Q: 3 clusters Score -3331019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -3331021.000000 Penalty: 1009.098633
	Iteration 33Q: 3 clusters Score -3331021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -3331020.500000 Penalty: 1009.098633
	Iteration 34Q: 3 clusters Score -3331020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -3331022.750000 Penalty: 1009.098633
	Iteration 35Q: 3 clusters Score -3331023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -3331021.750000 Penalty: 1009.098633
	Iteration 36Q: 3 clusters Score -3331022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -3331022.500000 Penalty: 1009.098633
	Iteration 37Q: 3 clusters Score -3331022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -3331022.250000 Penalty: 1009.098633
	Iteration 38Q: 3 clusters Score -3331022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -3331023.250000 Penalty: 1009.098633
	Iteration 39Q: 3 clusters Score -3331023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -3331021.750000 Penalty: 1009.098633
	Iteration 40F: 3 clusters Score -3331022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -3331021.250000 Penalty: 1009.098633
	Iteration 41Q: 3 clusters Score -3331021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -3331020.000000 Penalty: 1009.098633
	Iteration 42Q: 3 clusters Score -3331020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -3331021.000000 Penalty: 1009.098633
	Iteration 43Q: 3 clusters Score -3331021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -3331023.500000 Penalty: 1009.098633
	Iteration 44Q: 3 clusters Score -3331024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -3331019.500000 Penalty: 1009.098633
	Iteration 45Q: 3 clusters Score -3331020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -3331020.750000 Penalty: 1009.098633
	Iteration 46Q: 3 clusters Score -3331021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -3331022.250000 Penalty: 1009.098633
	Iteration 47Q: 3 clusters Score -3331022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -3331019.000000 Penalty: 1009.098633
	Iteration 48Q: 3 clusters Score -3331019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -3331017.250000 Penalty: 1009.098633
	Iteration 49Q: 3 clusters Score -3331017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -3331019.250000 Penalty: 1009.098633
	Iteration 50Q: 3 clusters Score -3331019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -3331019.750000 Penalty: 1009.098633
	Iteration 51Q: 3 clusters Score -3331020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -3331018.750000 Penalty: 1009.098633
	Iteration 52Q: 3 clusters Score -3331019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -3331024.500000 Penalty: 1009.098633
	Iteration 53Q: 3 clusters Score -3331024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -3331023.250000 Penalty: 1009.098633
	Iteration 54Q: 3 clusters Score -3331023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -3331022.000000 Penalty: 1009.098633
	Iteration 55Q: 3 clusters Score -3331022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -3331022.000000 Penalty: 1009.098633
	Iteration 56F: 3 clusters Score -3331022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 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 169 members 
Entering Unmasked Estep 
Score: -17096.628906 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17096.63 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17194.466797 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17194.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17222.005859 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17222.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17235.816406 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -17235.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17250.623047 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17250.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17257.136719 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17257.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17262.404297 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17263.080078 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17263.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17264.492188 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17264.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17266.039062 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17266.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17266.423828 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17266.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17266.423828 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -17266.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35314.035156 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35314.04 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35474.257812 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35474.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35501.414062 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35501.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35515.902344 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -35515.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35526.691406 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -35526.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35533.023438 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35533.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35536.058594 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35536.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35538.050781 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35538.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35538.832031 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35538.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35539.777344 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35539.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35541.320312 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35541.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35541.925781 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35541.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35542.695312 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35542.695312 Penalty: 604.347534
	Iteration 13F: 3 clusters Score -35542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10340.602539 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10340.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10412.667969 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10412.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10432.394531 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10432.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10445.566406 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -10445.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10451.604492 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10453.620117 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -10453.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10454.485352 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -10454.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10454.485352 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -10454.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 3284 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 12611 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9308 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 20725 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 65447 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293052.000000 Penalty: 16793.650391
Iteration 119Q: 29 clusters Score -2.529305e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 4628 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 12628 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9295 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 20726 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 65487 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347782 members 
Mstep: Class 28 contains 20223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293302.000000 Penalty: 16793.650391
Iteration 120F: 29 clusters Score -2.52933e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 4413 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 2390 members 
Mstep: Class 14 contains 12627 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 20601 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 65348 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347845 members 
Mstep: Class 28 contains 20418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293302.000000 Penalty: 16793.650391
Iteration 121Q: 29 clusters Score -2.52933e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 7462 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9258 members 
Mstep: Class 19 contains 2600 members 
Mstep: Class 20 contains 20487 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 65227 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347880 members 
Mstep: Class 28 contains 20605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293244.000000 Penalty: 16793.650391
Iteration 122Q: 29 clusters Score -2.529324e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9250 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 20372 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 65136 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347855 members 
Mstep: Class 28 contains 20788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293322.000000 Penalty: 16793.650391
Iteration 123Q: 29 clusters Score -2.529332e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 7468 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 10494 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 12666 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9237 members 
Mstep: Class 19 contains 2638 members 
Mstep: Class 20 contains 20281 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4340 members 
Mstep: Class 23 contains 65056 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347794 members 
Mstep: Class 28 contains 20941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293398.000000 Penalty: 16793.650391
Iteration 124Q: 29 clusters Score -2.52934e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 7475 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 14 contains 12674 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 20189 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4346 members 
Mstep: Class 23 contains 64983 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347740 members 
Mstep: Class 28 contains 21071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293536.000000 Penalty: 16793.650391
Iteration 125Q: 29 clusters Score -2.529354e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3847 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 13 contains 2373 members 
Mstep: Class 14 contains 12690 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 2663 members 
Mstep: Class 20 contains 20100 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4350 members 
Mstep: Class 23 contains 64912 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347710 members 
Mstep: Class 28 contains 21196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293530.000000 Penalty: 16793.650391
Iteration 126Q: 29 clusters Score -2.529353e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3828 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 10540 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 12700 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9196 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 20025 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4351 members 
Mstep: Class 23 contains 64853 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347664 members 
Mstep: Class 28 contains 21308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293576.000000 Penalty: 16793.650391
Iteration 127Q: 29 clusters Score -2.529358e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3812 members 
Mstep: Class 7 contains 1081 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 10570 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 12708 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 19972 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 64793 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347604 members 
Mstep: Class 28 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293588.000000 Penalty: 16793.650391
Iteration 128Q: 29 clusters Score -2.529359e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3799 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 12720 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9160 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4359 members 
Mstep: Class 23 contains 64751 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347522 members 
Mstep: Class 28 contains 21525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293628.000000 Penalty: 16793.650391
Iteration 129Q: 29 clusters Score -2.529363e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 12727 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9136 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 19875 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4362 members 
Mstep: Class 23 contains 64696 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347459 members 
Mstep: Class 28 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293644.000000 Penalty: 16793.650391
Iteration 130Q: 29 clusters Score -2.529364e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 10664 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9112 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 19826 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4365 members 
Mstep: Class 23 contains 64641 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347428 members 
Mstep: Class 28 contains 21719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293750.000000 Penalty: 16793.650391
Iteration 131Q: 29 clusters Score -2.529375e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 64593 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347405 members 
Mstep: Class 28 contains 21808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293738.000000 Penalty: 16793.650391
Iteration 132Q: 29 clusters Score -2.529374e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 5222 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 19727 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 64566 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347335 members 
Mstep: Class 28 contains 21896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293854.000000 Penalty: 16793.650391
Iteration 133Q: 29 clusters Score -2.529385e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 5251 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 2354 members 
Mstep: Class 14 contains 12738 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 19673 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 64546 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347276 members 
Mstep: Class 28 contains 21981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293880.000000 Penalty: 16793.650391
Iteration 134Q: 29 clusters Score -2.529388e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 7544 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 10822 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 19616 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 64533 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347213 members 
Mstep: Class 28 contains 22061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25293962.000000 Penalty: 16793.650391
Iteration 135Q: 29 clusters Score -2.529396e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 10867 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 12735 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 19576 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 64520 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347138 members 
Mstep: Class 28 contains 22149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294156.000000 Penalty: 16793.650391
Iteration 136Q: 29 clusters Score -2.529416e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 64510 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 347048 members 
Mstep: Class 28 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294308.000000 Penalty: 16793.650391
Iteration 137Q: 29 clusters Score -2.529431e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 10969 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 64487 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346997 members 
Mstep: Class 28 contains 22325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294300.000000 Penalty: 16793.650391
Iteration 138Q: 29 clusters Score -2.52943e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 7564 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 11015 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 2331 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8811 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 19501 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 64460 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346985 members 
Mstep: Class 28 contains 22411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294426.000000 Penalty: 16793.650391
Iteration 139Q: 29 clusters Score -2.529443e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 1149 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 12729 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8752 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 19469 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 64428 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346971 members 
Mstep: Class 28 contains 22491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294490.000000 Penalty: 16793.650391
Iteration 140F: 29 clusters Score -2.529449e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2462 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8706 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 19430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 64394 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346957 members 
Mstep: Class 28 contains 22575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294514.000000 Penalty: 16793.650391
Iteration 141Q: 29 clusters Score -2.529451e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 1151 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2457 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8657 members 
Mstep: Class 19 contains 2725 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 64368 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346910 members 
Mstep: Class 28 contains 22671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294530.000000 Penalty: 16793.650391
Iteration 142Q: 29 clusters Score -2.529453e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 11236 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8608 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 19353 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4434 members 
Mstep: Class 23 contains 64356 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346832 members 
Mstep: Class 28 contains 22750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294562.000000 Penalty: 16793.650391
Iteration 143Q: 29 clusters Score -2.529456e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 11286 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2448 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 20 contains 19313 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4439 members 
Mstep: Class 23 contains 64344 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346765 members 
Mstep: Class 28 contains 22830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294580.000000 Penalty: 16793.650391
Iteration 144Q: 29 clusters Score -2.529458e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 19278 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4443 members 
Mstep: Class 23 contains 64333 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346708 members 
Mstep: Class 28 contains 22912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294636.000000 Penalty: 16793.650391
Iteration 145Q: 29 clusters Score -2.529464e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 7627 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 12733 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8510 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 19245 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 64324 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346642 members 
Mstep: Class 28 contains 23001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294696.000000 Penalty: 16793.650391
Iteration 146Q: 29 clusters Score -2.52947e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 12739 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 20 contains 19221 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 64328 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346570 members 
Mstep: Class 28 contains 23074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294760.000000 Penalty: 16793.650391
Iteration 147Q: 29 clusters Score -2.529476e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 7659 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 11489 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2438 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8436 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 19201 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 64329 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346495 members 
Mstep: Class 28 contains 23121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294886.000000 Penalty: 16793.650391
Iteration 148Q: 29 clusters Score -2.529489e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 11546 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 12745 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8394 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 19189 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 64322 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346417 members 
Mstep: Class 28 contains 23178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25294918.000000 Penalty: 16793.650391
Iteration 149Q: 29 clusters Score -2.529492e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3709 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 7693 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 11603 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 12746 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8351 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 19166 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4458 members 
Mstep: Class 23 contains 64322 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346351 members 
Mstep: Class 28 contains 23246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295022.000000 Penalty: 16793.650391
Iteration 150Q: 29 clusters Score -2.529502e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 11662 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 12747 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 19149 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4465 members 
Mstep: Class 23 contains 64321 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346284 members 
Mstep: Class 28 contains 23321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295054.000000 Penalty: 16793.650391
Iteration 151Q: 29 clusters Score -2.529505e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3699 members 
Mstep: Class 7 contains 1163 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 11746 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 12763 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8273 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 19123 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4473 members 
Mstep: Class 23 contains 64310 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346194 members 
Mstep: Class 28 contains 23391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295140.000000 Penalty: 16793.650391
Iteration 152Q: 29 clusters Score -2.529514e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 7731 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 11822 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8241 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 19101 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 64303 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346111 members 
Mstep: Class 28 contains 23455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295262.000000 Penalty: 16793.650391
Iteration 153Q: 29 clusters Score -2.529526e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 11882 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 19082 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 64293 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 346046 members 
Mstep: Class 28 contains 23500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295302.000000 Penalty: 16793.650391
Iteration 154Q: 29 clusters Score -2.52953e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 3003 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 19061 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 23 contains 64283 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345979 members 
Mstep: Class 28 contains 23547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295344.000000 Penalty: 16793.650391
Iteration 155Q: 29 clusters Score -2.529534e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3669 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 11999 members 
Mstep: Class 11 contains 4552 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 19047 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 64272 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345924 members 
Mstep: Class 28 contains 23605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295386.000000 Penalty: 16793.650391
Iteration 156Q: 29 clusters Score -2.529539e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 12048 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 19029 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 64262 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345875 members 
Mstep: Class 28 contains 23644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295402.000000 Penalty: 16793.650391
Iteration 157Q: 29 clusters Score -2.52954e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 12086 members 
Mstep: Class 11 contains 4554 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 19005 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4524 members 
Mstep: Class 23 contains 64252 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345842 members 
Mstep: Class 28 contains 23679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295366.000000 Penalty: 16793.650391
Iteration 158Q: 29 clusters Score -2.529537e+07 nChanged 218
Entering ConstructFrom: 
Score: -25295366.000000 Penalty: 16793.650391
Entering ConstructFrom: 
Trying to split cluster 1 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -62746.152344 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -62746.15 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 606 members 
Entering Unmasked Estep 
Score: -61762.433594 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -61762.43 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -62041.023438 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -62041.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -62096.031250 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -62096.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -62139.964844 Penalty: 649.636902
	Iteration 3F: 3 clusters Score -62139.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62164.339844 Penalty: 649.636902
	Iteration 4Q: 3 clusters Score -62164.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62179.453125 Penalty: 649.636902
	Iteration 5Q: 3 clusters Score -62179.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62200.656250 Penalty: 649.636902
	Iteration 6Q: 3 clusters Score -62200.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62222.058594 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -62222.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62244.300781 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -62244.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62274.195312 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -62274.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62299.511719 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -62299.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62327.535156 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -62327.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62345.859375 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -62345.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62359.820312 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -62359.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62371.019531 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -62371.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62381.054688 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -62381.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62396.667969 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -62396.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62408.046875 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -62408.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62412.617188 Penalty: 649.636902
	Iteration 18Q: 3 clusters Score -62412.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -62414.156250 Penalty: 649.636902
	Iteration 19Q: 3 clusters Score -62414.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -62416.671875 Penalty: 649.636902
	Iteration 20F: 3 clusters Score -62416.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -62419.496094 Penalty: 649.636902
	Iteration 21Q: 3 clusters Score -62419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -62422.734375 Penalty: 649.636902
	Iteration 22Q: 3 clusters Score -62422.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -62428.714844 Penalty: 649.636902
	Iteration 23Q: 3 clusters Score -62428.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -62441.777344 Penalty: 649.636902
	Iteration 24Q: 3 clusters Score -62441.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62450.179688 Penalty: 649.636902
	Iteration 25Q: 3 clusters Score -62450.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62456.312500 Penalty: 649.636902
	Iteration 26Q: 3 clusters Score -62456.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62459.664062 Penalty: 649.636902
	Iteration 27Q: 3 clusters Score -62459.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62460.394531 Penalty: 649.636902
	Iteration 28Q: 3 clusters Score -62460.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -62460.945312 Penalty: 649.636902
	Iteration 29Q: 3 clusters Score -62460.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62461.984375 Penalty: 649.636902
	Iteration 30Q: 3 clusters Score -62461.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62463.562500 Penalty: 649.636902
	Iteration 31Q: 3 clusters Score -62463.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -62465.808594 Penalty: 649.636902
	Iteration 32Q: 3 clusters Score -62465.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62468.035156 Penalty: 649.636902
	Iteration 33Q: 3 clusters Score -62468.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62469.226562 Penalty: 649.636902
	Iteration 34Q: 3 clusters Score -62469.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -62471.949219 Penalty: 649.636902
	Iteration 35Q: 3 clusters Score -62471.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -62473.031250 Penalty: 649.636902
	Iteration 36Q: 3 clusters Score -62473.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -62473.031250 Penalty: 649.636902
	Iteration 37F: 3 clusters Score -62473.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27490.062500 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -27490.06 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 279 members 
Entering Unmasked Estep 
Score: -26936.642578 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -26936.64 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27129.136719 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -27129.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27172.781250 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -27172.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27199.453125 Penalty: 581.052673
	Iteration 3Q: 3 clusters Score -27199.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27212.535156 Penalty: 581.052673
	Iteration 4Q: 3 clusters Score -27212.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27225.777344 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -27225.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27231.896484 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -27231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27238.119141 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -27238.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27245.248047 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -27245.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27247.742188 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -27247.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27248.802734 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -27248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27250.431641 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -27250.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27250.814453 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -27250.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27251.216797 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -27251.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27251.376953 Penalty: 581.052673
	Iteration 14Q: 3 clusters Score -27251.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27251.376953 Penalty: 581.052673
	Iteration 15F: 3 clusters Score -27251.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -109979.031250 Penalty: 351.642914
	Iteration 0F: 2 clusters Score -109979 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 1123 members 
Entering Unmasked Estep 
Score: -108362.382812 Penalty: 703.285828
	Iteration 0F: 3 clusters Score -108362.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108898.828125 Penalty: 703.285828
	Iteration 1F: 3 clusters Score -108898.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108982.679688 Penalty: 703.285828
	Iteration 2F: 3 clusters Score -108982.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -109058.382812 Penalty: 703.285828
	Iteration 3F: 3 clusters Score -109058.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -109133.882812 Penalty: 703.285828
	Iteration 4F: 3 clusters Score -109133.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109200.390625 Penalty: 703.285828
	Iteration 5Q: 3 clusters Score -109200.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -109264.429688 Penalty: 703.285828
	Iteration 6Q: 3 clusters Score -109264.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -109316.179688 Penalty: 703.285828
	Iteration 7Q: 3 clusters Score -109316.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109361.906250 Penalty: 703.285828
	Iteration 8Q: 3 clusters Score -109361.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109406.046875 Penalty: 703.285828
	Iteration 9Q: 3 clusters Score -109406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109437.875000 Penalty: 703.285828
	Iteration 10Q: 3 clusters Score -109437.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109453.140625 Penalty: 703.285828
	Iteration 11Q: 3 clusters Score -109453.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109465.507812 Penalty: 703.285828
	Iteration 12Q: 3 clusters Score -109465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -109475.226562 Penalty: 703.285828
	Iteration 13Q: 3 clusters Score -109475.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109484.781250 Penalty: 703.285828
	Iteration 14Q: 3 clusters Score -109484.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -109495.703125 Penalty: 703.285828
	Iteration 15Q: 3 clusters Score -109495.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109506.203125 Penalty: 703.285828
	Iteration 16Q: 3 clusters Score -109506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109515.296875 Penalty: 703.285828
	Iteration 17Q: 3 clusters Score -109515.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109522.210938 Penalty: 703.285828
	Iteration 18Q: 3 clusters Score -109522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109526.953125 Penalty: 703.285828
	Iteration 19Q: 3 clusters Score -109527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109533.781250 Penalty: 703.285828
	Iteration 20F: 3 clusters Score -109533.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109540.976562 Penalty: 703.285828
	Iteration 21Q: 3 clusters Score -109541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109549.601562 Penalty: 703.285828
	Iteration 22Q: 3 clusters Score -109549.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109559.765625 Penalty: 703.285828
	Iteration 23Q: 3 clusters Score -109559.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109574.492188 Penalty: 703.285828
	Iteration 24Q: 3 clusters Score -109574.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109595.062500 Penalty: 703.285828
	Iteration 25Q: 3 clusters Score -109595.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109619.671875 Penalty: 703.285828
	Iteration 26Q: 3 clusters Score -109619.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109649.062500 Penalty: 703.285828
	Iteration 27Q: 3 clusters Score -109649.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -109670.476562 Penalty: 703.285828
	Iteration 28Q: 3 clusters Score -109670.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109692.648438 Penalty: 703.285828
	Iteration 29Q: 3 clusters Score -109692.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -109709.945312 Penalty: 703.285828
	Iteration 30Q: 3 clusters Score -109709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -109719.203125 Penalty: 703.285828
	Iteration 31Q: 3 clusters Score -109719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -109724.726562 Penalty: 703.285828
	Iteration 32Q: 3 clusters Score -109724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -109726.851562 Penalty: 703.285828
	Iteration 33Q: 3 clusters Score -109726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -109729.843750 Penalty: 703.285828
	Iteration 34Q: 3 clusters Score -109729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -109731.406250 Penalty: 703.285828
	Iteration 35Q: 3 clusters Score -109731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -109733.273438 Penalty: 703.285828
	Iteration 36Q: 3 clusters Score -109733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -109734.242188 Penalty: 703.285828
	Iteration 37Q: 3 clusters Score -109734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -109735.953125 Penalty: 703.285828
	Iteration 38Q: 3 clusters Score -109736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -109735.953125 Penalty: 703.285828
	Iteration 39F: 3 clusters Score -109736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38894.242188 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38894.24 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39137.957031 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39137.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39290.074219 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39290.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39404.359375 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39404.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39469.078125 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39469.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39507.015625 Penalty: 613.494751
	Iteration 5Q: 3 clusters Score -39507.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39524.050781 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -39524.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39530.953125 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -39530.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39533.894531 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39533.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39544.789062 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39544.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39554.371094 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39554.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39566.960938 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39566.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39579.589844 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39579.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39584.613281 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39584.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39588.019531 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -39588.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39591.726562 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -39591.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39594.964844 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -39594.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39597.160156 Penalty: 613.494751
	Iteration 17Q: 3 clusters Score -39597.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39599.761719 Penalty: 613.494751
	Iteration 18Q: 3 clusters Score -39599.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39602.187500 Penalty: 613.494751
	Iteration 19Q: 3 clusters Score -39602.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39602.605469 Penalty: 613.494751
	Iteration 20F: 3 clusters Score -39602.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 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 127 members 
Entering Unmasked Estep 
Score: -9807.857422 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9807.857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9893.375977 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9893.376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9928.531250 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9928.531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9937.924805 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -9937.925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9940.296875 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9940.297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9945.497070 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9945.497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9948.518555 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -9948.519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9950.500000 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -9950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9950.500000 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -9950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Entering Unmasked Estep 
Score: -181371.609375 Penalty: 373.399567
	Iteration 0F: 2 clusters Score -181371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -178841.375000 Penalty: 746.799133
	Iteration 0F: 3 clusters Score -178841.4 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -179729.359375 Penalty: 746.799133
	Iteration 1F: 3 clusters Score -179729.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -179811.468750 Penalty: 746.799133
	Iteration 2F: 3 clusters Score -179811.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -179866.187500 Penalty: 746.799133
	Iteration 3Q: 3 clusters Score -179866.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -179911.859375 Penalty: 746.799133
	Iteration 4Q: 3 clusters Score -179911.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -179964.140625 Penalty: 746.799133
	Iteration 5Q: 3 clusters Score -179964.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -180018.078125 Penalty: 746.799133
	Iteration 6Q: 3 clusters Score -180018.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -180078.812500 Penalty: 746.799133
	Iteration 7Q: 3 clusters Score -180078.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -180159.531250 Penalty: 746.799133
	Iteration 8Q: 3 clusters Score -180159.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -180271.812500 Penalty: 746.799133
	Iteration 9Q: 3 clusters Score -180271.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -180417.343750 Penalty: 746.799133
	Iteration 10Q: 3 clusters Score -180417.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -180573.546875 Penalty: 746.799133
	Iteration 11Q: 3 clusters Score -180573.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -180694.421875 Penalty: 746.799133
	Iteration 12Q: 3 clusters Score -180694.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -180788.625000 Penalty: 746.799133
	Iteration 13Q: 3 clusters Score -180788.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -180852.500000 Penalty: 746.799133
	Iteration 14Q: 3 clusters Score -180852.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -180895.640625 Penalty: 746.799133
	Iteration 15Q: 3 clusters Score -180895.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -180923.718750 Penalty: 746.799133
	Iteration 16Q: 3 clusters Score -180923.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -180939.390625 Penalty: 746.799133
	Iteration 17Q: 3 clusters Score -180939.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -180953.609375 Penalty: 746.799133
	Iteration 18Q: 3 clusters Score -180953.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -180971.046875 Penalty: 746.799133
	Iteration 19Q: 3 clusters Score -180971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -180982.343750 Penalty: 746.799133
	Iteration 20F: 3 clusters Score -180982.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -180990.718750 Penalty: 746.799133
	Iteration 21Q: 3 clusters Score -180990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -181002.187500 Penalty: 746.799133
	Iteration 22Q: 3 clusters Score -181002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -181020.625000 Penalty: 746.799133
	Iteration 23Q: 3 clusters Score -181020.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -181031.125000 Penalty: 746.799133
	Iteration 24Q: 3 clusters Score -181031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -181041.421875 Penalty: 746.799133
	Iteration 25Q: 3 clusters Score -181041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -181043.593750 Penalty: 746.799133
	Iteration 26Q: 3 clusters Score -181043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -181046.796875 Penalty: 746.799133
	Iteration 27Q: 3 clusters Score -181046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -181049.750000 Penalty: 746.799133
	Iteration 28Q: 3 clusters Score -181049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -181054.750000 Penalty: 746.799133
	Iteration 29Q: 3 clusters Score -181054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -181058.296875 Penalty: 746.799133
	Iteration 30Q: 3 clusters Score -181058.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -181061.000000 Penalty: 746.799133
	Iteration 31Q: 3 clusters Score -181061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -181063.625000 Penalty: 746.799133
	Iteration 32Q: 3 clusters Score -181063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -181063.625000 Penalty: 746.799133
	Iteration 33F: 3 clusters Score -181063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -66348.015625 Penalty: 321.756592
	Iteration 0F: 2 clusters Score -66348.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65411.425781 Penalty: 643.513184
	Iteration 0F: 3 clusters Score -65411.43 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65684.960938 Penalty: 643.513184
	Iteration 1F: 3 clusters Score -65684.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -65719.820312 Penalty: 643.513184
	Iteration 2F: 3 clusters Score -65719.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65747.914062 Penalty: 643.513184
	Iteration 3Q: 3 clusters Score -65747.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65761.296875 Penalty: 643.513184
	Iteration 4Q: 3 clusters Score -65761.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65774.929688 Penalty: 643.513184
	Iteration 5Q: 3 clusters Score -65774.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65794.726562 Penalty: 643.513184
	Iteration 6Q: 3 clusters Score -65794.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65818.906250 Penalty: 643.513184
	Iteration 7Q: 3 clusters Score -65818.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65838.726562 Penalty: 643.513184
	Iteration 8Q: 3 clusters Score -65838.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65852.796875 Penalty: 643.513184
	Iteration 9Q: 3 clusters Score -65852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65869.500000 Penalty: 643.513184
	Iteration 10Q: 3 clusters Score -65869.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65885.851562 Penalty: 643.513184
	Iteration 11Q: 3 clusters Score -65885.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65913.328125 Penalty: 643.513184
	Iteration 12Q: 3 clusters Score -65913.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65933.679688 Penalty: 643.513184
	Iteration 13Q: 3 clusters Score -65933.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65944.781250 Penalty: 643.513184
	Iteration 14Q: 3 clusters Score -65944.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65957.945312 Penalty: 643.513184
	Iteration 15Q: 3 clusters Score -65957.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65976.859375 Penalty: 643.513184
	Iteration 16Q: 3 clusters Score -65976.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65984.218750 Penalty: 643.513184
	Iteration 17Q: 3 clusters Score -65984.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65986.984375 Penalty: 643.513184
	Iteration 18Q: 3 clusters Score -65986.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65991.304688 Penalty: 643.513184
	Iteration 19Q: 3 clusters Score -65991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65995.578125 Penalty: 643.513184
	Iteration 20F: 3 clusters Score -65995.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65998.882812 Penalty: 643.513184
	Iteration 21Q: 3 clusters Score -65998.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66001.710938 Penalty: 643.513184
	Iteration 22Q: 3 clusters Score -66001.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66006.101562 Penalty: 643.513184
	Iteration 23Q: 3 clusters Score -66006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66008.734375 Penalty: 643.513184
	Iteration 24Q: 3 clusters Score -66008.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66010.671875 Penalty: 643.513184
	Iteration 25Q: 3 clusters Score -66010.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66012.429688 Penalty: 643.513184
	Iteration 26Q: 3 clusters Score -66012.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66014.328125 Penalty: 643.513184
	Iteration 27Q: 3 clusters Score -66014.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66016.828125 Penalty: 643.513184
	Iteration 28Q: 3 clusters Score -66016.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66018.125000 Penalty: 643.513184
	Iteration 29Q: 3 clusters Score -66018.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66018.125000 Penalty: 643.513184
	Iteration 30F: 3 clusters Score -66018.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -401386.125000 Penalty: 407.613556
	Iteration 0F: 2 clusters Score -401386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -396181.000000 Penalty: 815.227112
	Iteration 0F: 3 clusters Score -396181 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -398320.250000 Penalty: 815.227112
	Iteration 1F: 3 clusters Score -398320.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -398605.687500 Penalty: 815.227112
	Iteration 2F: 3 clusters Score -398605.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -399022.281250 Penalty: 815.227112
	Iteration 3F: 3 clusters Score -399022.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -399579.875000 Penalty: 815.227112
	Iteration 4F: 3 clusters Score -399579.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -400185.156250 Penalty: 815.227112
	Iteration 5F: 3 clusters Score -400185.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -400606.750000 Penalty: 815.227112
	Iteration 6F: 3 clusters Score -400606.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -400840.906250 Penalty: 815.227112
	Iteration 7Q: 3 clusters Score -400840.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -400962.781250 Penalty: 815.227112
	Iteration 8Q: 3 clusters Score -400962.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -401025.687500 Penalty: 815.227112
	Iteration 9Q: 3 clusters Score -401025.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -401065.812500 Penalty: 815.227112
	Iteration 10Q: 3 clusters Score -401065.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -401092.906250 Penalty: 815.227112
	Iteration 11Q: 3 clusters Score -401092.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -401102.218750 Penalty: 815.227112
	Iteration 12Q: 3 clusters Score -401102.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -401113.343750 Penalty: 815.227112
	Iteration 13Q: 3 clusters Score -401113.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -401122.718750 Penalty: 815.227112
	Iteration 14Q: 3 clusters Score -401122.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -401126.843750 Penalty: 815.227112
	Iteration 15Q: 3 clusters Score -401126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -401132.218750 Penalty: 815.227112
	Iteration 16Q: 3 clusters Score -401132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -401134.937500 Penalty: 815.227112
	Iteration 17Q: 3 clusters Score -401134.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -401138.718750 Penalty: 815.227112
	Iteration 18Q: 3 clusters Score -401138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -401140.750000 Penalty: 815.227112
	Iteration 19Q: 3 clusters Score -401140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -401142.812500 Penalty: 815.227112
	Iteration 20F: 3 clusters Score -401142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -401144.875000 Penalty: 815.227112
	Iteration 21Q: 3 clusters Score -401144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -401145.906250 Penalty: 815.227112
	Iteration 22Q: 3 clusters Score -401145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -401146.281250 Penalty: 815.227112
	Iteration 23Q: 3 clusters Score -401146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -401146.156250 Penalty: 815.227112
	Iteration 24Q: 3 clusters Score -401146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -401146.281250 Penalty: 815.227112
	Iteration 25Q: 3 clusters Score -401146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -401146.281250 Penalty: 815.227112
	Iteration 26F: 3 clusters Score -401146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -299152.281250 Penalty: 391.844055
	Iteration 0F: 2 clusters Score -299152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -295407.250000 Penalty: 783.688110
	Iteration 0F: 3 clusters Score -295407.2 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -296773.187500 Penalty: 783.688110
	Iteration 1F: 3 clusters Score -296773.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -296844.875000 Penalty: 783.688110
	Iteration 2Q: 3 clusters Score -296844.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -296901.687500 Penalty: 783.688110
	Iteration 3Q: 3 clusters Score -296901.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -296948.875000 Penalty: 783.688110
	Iteration 4Q: 3 clusters Score -296948.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -297006.187500 Penalty: 783.688110
	Iteration 5Q: 3 clusters Score -297006.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -297069.250000 Penalty: 783.688110
	Iteration 6Q: 3 clusters Score -297069.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -297163.281250 Penalty: 783.688110
	Iteration 7Q: 3 clusters Score -297163.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -297314.093750 Penalty: 783.688110
	Iteration 8Q: 3 clusters Score -297314.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -297523.187500 Penalty: 783.688110
	Iteration 9F: 3 clusters Score -297523.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -297785.906250 Penalty: 783.688110
	Iteration 10F: 3 clusters Score -297785.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -298101.625000 Penalty: 783.688110
	Iteration 11F: 3 clusters Score -298101.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -298412.468750 Penalty: 783.688110
	Iteration 12F: 3 clusters Score -298412.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -298603.593750 Penalty: 783.688110
	Iteration 13Q: 3 clusters Score -298603.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -298706.625000 Penalty: 783.688110
	Iteration 14Q: 3 clusters Score -298706.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -298747.375000 Penalty: 783.688110
	Iteration 15Q: 3 clusters Score -298747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -298765.093750 Penalty: 783.688110
	Iteration 16Q: 3 clusters Score -298765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -298772.687500 Penalty: 783.688110
	Iteration 17Q: 3 clusters Score -298772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -298786.718750 Penalty: 783.688110
	Iteration 18Q: 3 clusters Score -298786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -298795.562500 Penalty: 783.688110
	Iteration 19Q: 3 clusters Score -298795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -298803.218750 Penalty: 783.688110
	Iteration 20F: 3 clusters Score -298803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -298806.687500 Penalty: 783.688110
	Iteration 21Q: 3 clusters Score -298806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -298810.125000 Penalty: 783.688110
	Iteration 22Q: 3 clusters Score -298810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -298813.125000 Penalty: 783.688110
	Iteration 23Q: 3 clusters Score -298813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -298822.625000 Penalty: 783.688110
	Iteration 24Q: 3 clusters Score -298822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -298824.718750 Penalty: 783.688110
	Iteration 25Q: 3 clusters Score -298824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -298830.375000 Penalty: 783.688110
	Iteration 26Q: 3 clusters Score -298830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -298832.500000 Penalty: 783.688110
	Iteration 27Q: 3 clusters Score -298832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -298832.500000 Penalty: 783.688110
	Iteration 28F: 3 clusters Score -298832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Entering Unmasked Estep 
Score: -629995.187500 Penalty: 427.837616
	Iteration 0F: 2 clusters Score -629995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -621850.937500 Penalty: 855.675232
	Iteration 0F: 3 clusters Score -621850.9 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -625170.000000 Penalty: 855.675232
	Iteration 1F: 3 clusters Score -625170 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -625361.375000 Penalty: 855.675232
	Iteration 2Q: 3 clusters Score -625361.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -625604.937500 Penalty: 855.675232
	Iteration 3Q: 3 clusters Score -625604.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -625969.500000 Penalty: 855.675232
	Iteration 4F: 3 clusters Score -625969.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -626546.937500 Penalty: 855.675232
	Iteration 5F: 3 clusters Score -626546.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -627365.187500 Penalty: 855.675232
	Iteration 6F: 3 clusters Score -627365.2 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -628159.375000 Penalty: 855.675232
	Iteration 7F: 3 clusters Score -628159.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -628514.250000 Penalty: 855.675232
	Iteration 8F: 3 clusters Score -628514.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -628621.937500 Penalty: 855.675232
	Iteration 9Q: 3 clusters Score -628621.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -628693.125000 Penalty: 855.675232
	Iteration 10Q: 3 clusters Score -628693.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -628757.687500 Penalty: 855.675232
	Iteration 11Q: 3 clusters Score -628757.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -628813.437500 Penalty: 855.675232
	Iteration 12Q: 3 clusters Score -628813.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -628863.437500 Penalty: 855.675232
	Iteration 13Q: 3 clusters Score -628863.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -628911.375000 Penalty: 855.675232
	Iteration 14Q: 3 clusters Score -628911.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -628951.750000 Penalty: 855.675232
	Iteration 15Q: 3 clusters Score -628951.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -628984.812500 Penalty: 855.675232
	Iteration 16Q: 3 clusters Score -628984.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -629011.812500 Penalty: 855.675232
	Iteration 17Q: 3 clusters Score -629011.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -629037.500000 Penalty: 855.675232
	Iteration 18Q: 3 clusters Score -629037.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -629059.437500 Penalty: 855.675232
	Iteration 19Q: 3 clusters Score -629059.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -629084.562500 Penalty: 855.675232
	Iteration 20F: 3 clusters Score -629084.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -629104.375000 Penalty: 855.675232
	Iteration 21Q: 3 clusters Score -629104.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -629123.312500 Penalty: 855.675232
	Iteration 22Q: 3 clusters Score -629123.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -629144.500000 Penalty: 855.675232
	Iteration 23Q: 3 clusters Score -629144.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -629166.187500 Penalty: 855.675232
	Iteration 24Q: 3 clusters Score -629166.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -629183.125000 Penalty: 855.675232
	Iteration 25Q: 3 clusters Score -629183.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -629201.000000 Penalty: 855.675232
	Iteration 26Q: 3 clusters Score -629201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -629220.437500 Penalty: 855.675232
	Iteration 27Q: 3 clusters Score -629220.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -629234.812500 Penalty: 855.675232
	Iteration 28Q: 3 clusters Score -629234.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -629246.937500 Penalty: 855.675232
	Iteration 29Q: 3 clusters Score -629246.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -629258.625000 Penalty: 855.675232
	Iteration 30Q: 3 clusters Score -629258.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -629269.062500 Penalty: 855.675232
	Iteration 31Q: 3 clusters Score -629269.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -629281.312500 Penalty: 855.675232
	Iteration 32Q: 3 clusters Score -629281.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -629294.375000 Penalty: 855.675232
	Iteration 33Q: 3 clusters Score -629294.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -629310.062500 Penalty: 855.675232
	Iteration 34Q: 3 clusters Score -629310.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -629330.000000 Penalty: 855.675232
	Iteration 35Q: 3 clusters Score -629330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -629347.375000 Penalty: 855.675232
	Iteration 36Q: 3 clusters Score -629347.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -629369.437500 Penalty: 855.675232
	Iteration 37Q: 3 clusters Score -629369.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -629384.312500 Penalty: 855.675232
	Iteration 38Q: 3 clusters Score -629384.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -629407.187500 Penalty: 855.675232
	Iteration 39Q: 3 clusters Score -629407.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -629432.812500 Penalty: 855.675232
	Iteration 40F: 3 clusters Score -629432.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -629456.812500 Penalty: 855.675232
	Iteration 41Q: 3 clusters Score -629456.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -629475.437500 Penalty: 855.675232
	Iteration 42Q: 3 clusters Score -629475.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -629495.062500 Penalty: 855.675232
	Iteration 43Q: 3 clusters Score -629495.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -629509.437500 Penalty: 855.675232
	Iteration 44Q: 3 clusters Score -629509.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -629527.687500 Penalty: 855.675232
	Iteration 45Q: 3 clusters Score -629527.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -629545.187500 Penalty: 855.675232
	Iteration 46Q: 3 clusters Score -629545.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -629566.750000 Penalty: 855.675232
	Iteration 47Q: 3 clusters Score -629566.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -629595.437500 Penalty: 855.675232
	Iteration 48Q: 3 clusters Score -629595.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -629628.812500 Penalty: 855.675232
	Iteration 49Q: 3 clusters Score -629628.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -629653.187500 Penalty: 855.675232
	Iteration 50Q: 3 clusters Score -629653.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -629669.937500 Penalty: 855.675232
	Iteration 51Q: 3 clusters Score -629669.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -629682.687500 Penalty: 855.675232
	Iteration 52Q: 3 clusters Score -629682.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -629689.250000 Penalty: 855.675232
	Iteration 53Q: 3 clusters Score -629689.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -629702.000000 Penalty: 855.675232
	Iteration 54Q: 3 clusters Score -629702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -629712.500000 Penalty: 855.675232
	Iteration 55Q: 3 clusters Score -629712.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -629724.000000 Penalty: 855.675232
	Iteration 56Q: 3 clusters Score -629724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -629735.000000 Penalty: 855.675232
	Iteration 57Q: 3 clusters Score -629735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -629743.375000 Penalty: 855.675232
	Iteration 58Q: 3 clusters Score -629743.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -629750.062500 Penalty: 855.675232
	Iteration 59Q: 3 clusters Score -629750.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -629757.937500 Penalty: 855.675232
	Iteration 60F: 3 clusters Score -629757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -629764.625000 Penalty: 855.675232
	Iteration 61Q: 3 clusters Score -629764.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -629773.937500 Penalty: 855.675232
	Iteration 62Q: 3 clusters Score -629773.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -629785.000000 Penalty: 855.675232
	Iteration 63Q: 3 clusters Score -629785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -629788.250000 Penalty: 855.675232
	Iteration 64Q: 3 clusters Score -629788.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -629790.937500 Penalty: 855.675232
	Iteration 65Q: 3 clusters Score -629790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -629793.187500 Penalty: 855.675232
	Iteration 66Q: 3 clusters Score -629793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -629796.625000 Penalty: 855.675232
	Iteration 67Q: 3 clusters Score -629796.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -629802.812500 Penalty: 855.675232
	Iteration 68Q: 3 clusters Score -629802.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -629804.125000 Penalty: 855.675232
	Iteration 69Q: 3 clusters Score -629804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -629805.750000 Penalty: 855.675232
	Iteration 70Q: 3 clusters Score -629805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -629806.250000 Penalty: 855.675232
	Iteration 71Q: 3 clusters Score -629806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -629807.562500 Penalty: 855.675232
	Iteration 72Q: 3 clusters Score -629807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -629808.000000 Penalty: 855.675232
	Iteration 73Q: 3 clusters Score -629808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -629808.000000 Penalty: 855.675232
	Iteration 74F: 3 clusters Score -629808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Entering Unmasked Estep 
Score: -213622.859375 Penalty: 383.291138
	Iteration 0F: 2 clusters Score -213622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -210522.750000 Penalty: 766.582275
	Iteration 0F: 3 clusters Score -210522.8 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -211699.796875 Penalty: 766.582275
	Iteration 1F: 3 clusters Score -211699.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -211886.765625 Penalty: 766.582275
	Iteration 2F: 3 clusters Score -211886.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -212158.140625 Penalty: 766.582275
	Iteration 3F: 3 clusters Score -212158.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -212479.062500 Penalty: 766.582275
	Iteration 4F: 3 clusters Score -212479.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -212749.812500 Penalty: 766.582275
	Iteration 5F: 3 clusters Score -212749.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -212926.968750 Penalty: 766.582275
	Iteration 6F: 3 clusters Score -212927 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -213037.828125 Penalty: 766.582275
	Iteration 7Q: 3 clusters Score -213037.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -213115.703125 Penalty: 766.582275
	Iteration 8Q: 3 clusters Score -213115.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -213193.140625 Penalty: 766.582275
	Iteration 9Q: 3 clusters Score -213193.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -213258.765625 Penalty: 766.582275
	Iteration 10Q: 3 clusters Score -213258.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -213304.484375 Penalty: 766.582275
	Iteration 11Q: 3 clusters Score -213304.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -213337.531250 Penalty: 766.582275
	Iteration 12Q: 3 clusters Score -213337.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -213358.453125 Penalty: 766.582275
	Iteration 13Q: 3 clusters Score -213358.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -213374.781250 Penalty: 766.582275
	Iteration 14Q: 3 clusters Score -213374.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213383.921875 Penalty: 766.582275
	Iteration 15Q: 3 clusters Score -213383.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -213388.281250 Penalty: 766.582275
	Iteration 16Q: 3 clusters Score -213388.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -213390.640625 Penalty: 766.582275
	Iteration 17Q: 3 clusters Score -213390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213394.078125 Penalty: 766.582275
	Iteration 18Q: 3 clusters Score -213394.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213396.515625 Penalty: 766.582275
	Iteration 19Q: 3 clusters Score -213396.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -213397.390625 Penalty: 766.582275
	Iteration 20F: 3 clusters Score -213397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -213398.500000 Penalty: 766.582275
	Iteration 21Q: 3 clusters Score -213398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -213399.312500 Penalty: 766.582275
	Iteration 22Q: 3 clusters Score -213399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -213399.140625 Penalty: 766.582275
	Iteration 23Q: 3 clusters Score -213399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -213399.000000 Penalty: 766.582275
	Iteration 24Q: 3 clusters Score -213399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -213399.000000 Penalty: 766.582275
	Iteration 25F: 3 clusters Score -213399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -129988.625000 Penalty: 364.183411
	Iteration 0F: 2 clusters Score -129988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -127941.796875 Penalty: 728.366821
	Iteration 0F: 3 clusters Score -127941.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -128598.507812 Penalty: 728.366821
	Iteration 1F: 3 clusters Score -128598.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -128716.367188 Penalty: 728.366821
	Iteration 2F: 3 clusters Score -128716.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -128847.062500 Penalty: 728.366821
	Iteration 3F: 3 clusters Score -128847.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -128997.242188 Penalty: 728.366821
	Iteration 4F: 3 clusters Score -128997.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -129140.664062 Penalty: 728.366821
	Iteration 5F: 3 clusters Score -129140.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129271.968750 Penalty: 728.366821
	Iteration 6F: 3 clusters Score -129272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -129399.531250 Penalty: 728.366821
	Iteration 7Q: 3 clusters Score -129399.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -129485.093750 Penalty: 728.366821
	Iteration 8Q: 3 clusters Score -129485.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -129547.765625 Penalty: 728.366821
	Iteration 9Q: 3 clusters Score -129547.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -129589.171875 Penalty: 728.366821
	Iteration 10Q: 3 clusters Score -129589.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -129616.375000 Penalty: 728.366821
	Iteration 11Q: 3 clusters Score -129616.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -129634.835938 Penalty: 728.366821
	Iteration 12Q: 3 clusters Score -129634.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -129652.554688 Penalty: 728.366821
	Iteration 13Q: 3 clusters Score -129652.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -129669.117188 Penalty: 728.366821
	Iteration 14Q: 3 clusters Score -129669.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -129685.656250 Penalty: 728.366821
	Iteration 15Q: 3 clusters Score -129685.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -129706.265625 Penalty: 728.366821
	Iteration 16Q: 3 clusters Score -129706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -129719.093750 Penalty: 728.366821
	Iteration 17Q: 3 clusters Score -129719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -129727.335938 Penalty: 728.366821
	Iteration 18Q: 3 clusters Score -129727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -129731.000000 Penalty: 728.366821
	Iteration 19Q: 3 clusters Score -129731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -129734.804688 Penalty: 728.366821
	Iteration 20F: 3 clusters Score -129734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -129737.921875 Penalty: 728.366821
	Iteration 21Q: 3 clusters Score -129737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -129737.921875 Penalty: 728.366821
	Iteration 22F: 3 clusters Score -129737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -117987.859375 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -117987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -116335.179688 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -116335.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -116846.828125 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -116846.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -116898.382812 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -116898.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -116929.945312 Penalty: 704.558594
	Iteration 3Q: 3 clusters Score -116929.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -116957.640625 Penalty: 704.558594
	Iteration 4Q: 3 clusters Score -116957.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -116988.398438 Penalty: 704.558594
	Iteration 5Q: 3 clusters Score -116988.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -117027.679688 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -117027.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -117079.132812 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -117079.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -117130.757812 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -117130.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -117206.640625 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -117206.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -117287.304688 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -117287.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117355.960938 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -117356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117400.992188 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -117401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117432.851562 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -117432.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117455.859375 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -117455.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117477.062500 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -117477.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117495.703125 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -117495.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117513.710938 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -117513.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117520.539062 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -117520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117526.718750 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -117526.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117531.226562 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -117531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117538.609375 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -117538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117545.687500 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -117545.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117551.226562 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -117551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117554.492188 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -117554.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117564.148438 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -117564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117572.687500 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -117572.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117578.570312 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -117578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117583.171875 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -117583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117587.796875 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -117587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117591.171875 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -117591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117592.562500 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -117592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117594.117188 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -117594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117595.234375 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -117595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117595.992188 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -117596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117596.460938 Penalty: 704.558594
	Iteration 35Q: 3 clusters Score -117596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117596.921875 Penalty: 704.558594
	Iteration 36Q: 3 clusters Score -117596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117598.226562 Penalty: 704.558594
	Iteration 37Q: 3 clusters Score -117598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117599.898438 Penalty: 704.558594
	Iteration 38Q: 3 clusters Score -117599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117601.304688 Penalty: 704.558594
	Iteration 39Q: 3 clusters Score -117601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117602.039062 Penalty: 704.558594
	Iteration 40F: 3 clusters Score -117602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117603.382812 Penalty: 704.558594
	Iteration 41Q: 3 clusters Score -117603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117603.804688 Penalty: 704.558594
	Iteration 42Q: 3 clusters Score -117603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117604.054688 Penalty: 704.558594
	Iteration 43Q: 3 clusters Score -117604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117604.054688 Penalty: 704.558594
	Iteration 44F: 3 clusters Score -117604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -616419.125000 Penalty: 430.394928
	Iteration 0F: 2 clusters Score -616419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -607930.250000 Penalty: 860.789856
	Iteration 0F: 3 clusters Score -607930.2 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -611719.625000 Penalty: 860.789856
	Iteration 1F: 3 clusters Score -611719.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -612393.187500 Penalty: 860.789856
	Iteration 2F: 3 clusters Score -612393.2 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -613285.062500 Penalty: 860.789856
	Iteration 3F: 3 clusters Score -613285.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -614276.562500 Penalty: 860.789856
	Iteration 4F: 3 clusters Score -614276.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -615072.750000 Penalty: 860.789856
	Iteration 5Q: 3 clusters Score -615072.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -615492.500000 Penalty: 860.789856
	Iteration 6Q: 3 clusters Score -615492.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -615692.312500 Penalty: 860.789856
	Iteration 7Q: 3 clusters Score -615692.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -615789.187500 Penalty: 860.789856
	Iteration 8Q: 3 clusters Score -615789.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -615842.000000 Penalty: 860.789856
	Iteration 9Q: 3 clusters Score -615842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -615873.437500 Penalty: 860.789856
	Iteration 10Q: 3 clusters Score -615873.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -615894.500000 Penalty: 860.789856
	Iteration 11Q: 3 clusters Score -615894.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -615911.125000 Penalty: 860.789856
	Iteration 12Q: 3 clusters Score -615911.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -615915.687500 Penalty: 860.789856
	Iteration 13Q: 3 clusters Score -615915.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -615922.812500 Penalty: 860.789856
	Iteration 14Q: 3 clusters Score -615922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -615924.687500 Penalty: 860.789856
	Iteration 15Q: 3 clusters Score -615924.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -615926.937500 Penalty: 860.789856
	Iteration 16Q: 3 clusters Score -615926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -615928.562500 Penalty: 860.789856
	Iteration 17Q: 3 clusters Score -615928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -615928.562500 Penalty: 860.789856
	Iteration 18Q: 3 clusters Score -615928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -615928.625000 Penalty: 860.789856
	Iteration 19Q: 3 clusters Score -615928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -615929.625000 Penalty: 860.789856
	Iteration 20F: 3 clusters Score -615929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -615930.812500 Penalty: 860.789856
	Iteration 21Q: 3 clusters Score -615930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -615932.062500 Penalty: 860.789856
	Iteration 22Q: 3 clusters Score -615932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -615932.562500 Penalty: 860.789856
	Iteration 23Q: 3 clusters Score -615932.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -615934.562500 Penalty: 860.789856
	Iteration 24Q: 3 clusters Score -615934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -615934.625000 Penalty: 860.789856
	Iteration 25Q: 3 clusters Score -615934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -615936.437500 Penalty: 860.789856
	Iteration 26Q: 3 clusters Score -615936.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -615936.937500 Penalty: 860.789856
	Iteration 27Q: 3 clusters Score -615936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -615938.312500 Penalty: 860.789856
	Iteration 28Q: 3 clusters Score -615938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -615938.625000 Penalty: 860.789856
	Iteration 29Q: 3 clusters Score -615938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -615939.062500 Penalty: 860.789856
	Iteration 30Q: 3 clusters Score -615939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -615938.937500 Penalty: 860.789856
	Iteration 31Q: 3 clusters Score -615938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -615939.687500 Penalty: 860.789856
	Iteration 32Q: 3 clusters Score -615939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -615939.750000 Penalty: 860.789856
	Iteration 33Q: 3 clusters Score -615939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -615938.562500 Penalty: 860.789856
	Iteration 34Q: 3 clusters Score -615938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -615940.000000 Penalty: 860.789856
	Iteration 35Q: 3 clusters Score -615940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -615940.812500 Penalty: 860.789856
	Iteration 36Q: 3 clusters Score -615940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -615942.312500 Penalty: 860.789856
	Iteration 37Q: 3 clusters Score -615942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -615944.500000 Penalty: 860.789856
	Iteration 38Q: 3 clusters Score -615944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -615946.375000 Penalty: 860.789856
	Iteration 39Q: 3 clusters Score -615946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -615947.812500 Penalty: 860.789856
	Iteration 40F: 3 clusters Score -615947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -615946.937500 Penalty: 860.789856
	Iteration 41Q: 3 clusters Score -615946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -615950.625000 Penalty: 860.789856
	Iteration 42Q: 3 clusters Score -615950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -615954.312500 Penalty: 860.789856
	Iteration 43Q: 3 clusters Score -615954.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -615953.250000 Penalty: 860.789856
	Iteration 44Q: 3 clusters Score -615953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -615954.937500 Penalty: 860.789856
	Iteration 45Q: 3 clusters Score -615954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -615956.187500 Penalty: 860.789856
	Iteration 46Q: 3 clusters Score -615956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -615957.937500 Penalty: 860.789856
	Iteration 47Q: 3 clusters Score -615957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -615958.187500 Penalty: 860.789856
	Iteration 48Q: 3 clusters Score -615958.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -615958.375000 Penalty: 860.789856
	Iteration 49Q: 3 clusters Score -615958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -615958.687500 Penalty: 860.789856
	Iteration 50Q: 3 clusters Score -615958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -615960.500000 Penalty: 860.789856
	Iteration 51Q: 3 clusters Score -615960.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -615960.750000 Penalty: 860.789856
	Iteration 52Q: 3 clusters Score -615960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -615964.937500 Penalty: 860.789856
	Iteration 53Q: 3 clusters Score -615964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -615964.625000 Penalty: 860.789856
	Iteration 54Q: 3 clusters Score -615964.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -615967.312500 Penalty: 860.789856
	Iteration 55Q: 3 clusters Score -615967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -615969.312500 Penalty: 860.789856
	Iteration 56Q: 3 clusters Score -615969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -615969.625000 Penalty: 860.789856
	Iteration 57Q: 3 clusters Score -615969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -615969.875000 Penalty: 860.789856
	Iteration 58Q: 3 clusters Score -615969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -615969.562500 Penalty: 860.789856
	Iteration 59Q: 3 clusters Score -615969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -615970.500000 Penalty: 860.789856
	Iteration 60F: 3 clusters Score -615970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -615971.187500 Penalty: 860.789856
	Iteration 61Q: 3 clusters Score -615971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -615971.750000 Penalty: 860.789856
	Iteration 62Q: 3 clusters Score -615971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -615971.625000 Penalty: 860.789856
	Iteration 63Q: 3 clusters Score -615971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -615971.875000 Penalty: 860.789856
	Iteration 64Q: 3 clusters Score -615971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -615972.437500 Penalty: 860.789856
	Iteration 65Q: 3 clusters Score -615972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -615972.062500 Penalty: 860.789856
	Iteration 66Q: 3 clusters Score -615972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -615972.250000 Penalty: 860.789856
	Iteration 67Q: 3 clusters Score -615972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -615971.750000 Penalty: 860.789856
	Iteration 68Q: 3 clusters Score -615971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -615972.875000 Penalty: 860.789856
	Iteration 69Q: 3 clusters Score -615972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -615972.437500 Penalty: 860.789856
	Iteration 70Q: 3 clusters Score -615972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -615974.187500 Penalty: 860.789856
	Iteration 71Q: 3 clusters Score -615974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -615973.375000 Penalty: 860.789856
	Iteration 72Q: 3 clusters Score -615973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -615974.687500 Penalty: 860.789856
	Iteration 73Q: 3 clusters Score -615974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -615975.687500 Penalty: 860.789856
	Iteration 74Q: 3 clusters Score -615975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -615976.000000 Penalty: 860.789856
	Iteration 75Q: 3 clusters Score -615976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -615976.125000 Penalty: 860.789856
	Iteration 76Q: 3 clusters Score -615976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -615977.312500 Penalty: 860.789856
	Iteration 77Q: 3 clusters Score -615977.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -615980.250000 Penalty: 860.789856
	Iteration 78Q: 3 clusters Score -615980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -615984.000000 Penalty: 860.789856
	Iteration 79Q: 3 clusters Score -615984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -615983.812500 Penalty: 860.789856
	Iteration 80F: 3 clusters Score -615983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -615985.375000 Penalty: 860.789856
	Iteration 81Q: 3 clusters Score -615985.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -615988.062500 Penalty: 860.789856
	Iteration 82Q: 3 clusters Score -615988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -615988.375000 Penalty: 860.789856
	Iteration 83Q: 3 clusters Score -615988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -615989.500000 Penalty: 860.789856
	Iteration 84Q: 3 clusters Score -615989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -615989.875000 Penalty: 860.789856
	Iteration 85Q: 3 clusters Score -615989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -615989.750000 Penalty: 860.789856
	Iteration 86Q: 3 clusters Score -615989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -615988.937500 Penalty: 860.789856
	Iteration 87Q: 3 clusters Score -615988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -615989.562500 Penalty: 860.789856
	Iteration 88Q: 3 clusters Score -615989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -615990.500000 Penalty: 860.789856
	Iteration 89Q: 3 clusters Score -615990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -615992.875000 Penalty: 860.789856
	Iteration 90Q: 3 clusters Score -615992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -615992.062500 Penalty: 860.789856
	Iteration 91Q: 3 clusters Score -615992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -615995.250000 Penalty: 860.789856
	Iteration 92Q: 3 clusters Score -615995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -615996.437500 Penalty: 860.789856
	Iteration 93Q: 3 clusters Score -615996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -615997.000000 Penalty: 860.789856
	Iteration 94Q: 3 clusters Score -615997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -615996.687500 Penalty: 860.789856
	Iteration 95Q: 3 clusters Score -615996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -615996.375000 Penalty: 860.789856
	Iteration 96Q: 3 clusters Score -615996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -615997.937500 Penalty: 860.789856
	Iteration 97Q: 3 clusters Score -615997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -615997.937500 Penalty: 860.789856
	Iteration 98F: 3 clusters Score -615997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5676.907227 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5676.907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5714.147949 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5714.148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5723.093262 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -5723.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5725.084473 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5725.084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5733.915039 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5733.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5739.387207 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5739.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5740.545898 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5740.546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5740.545898 Penalty: 445.021759
	Iteration 7F: 3 clusters Score -5740.546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -112550.945312 Penalty: 354.003784
	Iteration 0F: 2 clusters Score -112550.9 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 1203 members 
Entering Unmasked Estep 
Score: -110808.796875 Penalty: 708.007568
	Iteration 0F: 3 clusters Score -110808.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -111368.000000 Penalty: 708.007568
	Iteration 1F: 3 clusters Score -111368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -111462.078125 Penalty: 708.007568
	Iteration 2F: 3 clusters Score -111462.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -111559.875000 Penalty: 708.007568
	Iteration 3F: 3 clusters Score -111559.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -111671.718750 Penalty: 708.007568
	Iteration 4F: 3 clusters Score -111671.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -111808.906250 Penalty: 708.007568
	Iteration 5F: 3 clusters Score -111808.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -111943.695312 Penalty: 708.007568
	Iteration 6F: 3 clusters Score -111943.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -112071.007812 Penalty: 708.007568
	Iteration 7F: 3 clusters Score -112071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -112130.695312 Penalty: 708.007568
	Iteration 8Q: 3 clusters Score -112130.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112162.335938 Penalty: 708.007568
	Iteration 9Q: 3 clusters Score -112162.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -112187.859375 Penalty: 708.007568
	Iteration 10Q: 3 clusters Score -112187.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -112207.281250 Penalty: 708.007568
	Iteration 11Q: 3 clusters Score -112207.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -112230.625000 Penalty: 708.007568
	Iteration 12Q: 3 clusters Score -112230.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -112247.085938 Penalty: 708.007568
	Iteration 13Q: 3 clusters Score -112247.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -112258.281250 Penalty: 708.007568
	Iteration 14Q: 3 clusters Score -112258.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -112264.437500 Penalty: 708.007568
	Iteration 15Q: 3 clusters Score -112264.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -112270.265625 Penalty: 708.007568
	Iteration 16Q: 3 clusters Score -112270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -112274.671875 Penalty: 708.007568
	Iteration 17Q: 3 clusters Score -112274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112278.132812 Penalty: 708.007568
	Iteration 18Q: 3 clusters Score -112278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -112281.414062 Penalty: 708.007568
	Iteration 19Q: 3 clusters Score -112281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -112286.734375 Penalty: 708.007568
	Iteration 20F: 3 clusters Score -112286.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -112292.492188 Penalty: 708.007568
	Iteration 21Q: 3 clusters Score -112292.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -112297.429688 Penalty: 708.007568
	Iteration 22Q: 3 clusters Score -112297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -112300.304688 Penalty: 708.007568
	Iteration 23Q: 3 clusters Score -112300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -112302.859375 Penalty: 708.007568
	Iteration 24Q: 3 clusters Score -112302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -112303.718750 Penalty: 708.007568
	Iteration 25Q: 3 clusters Score -112303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -112304.335938 Penalty: 708.007568
	Iteration 26Q: 3 clusters Score -112304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -112305.164062 Penalty: 708.007568
	Iteration 27Q: 3 clusters Score -112305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -112305.445312 Penalty: 708.007568
	Iteration 28Q: 3 clusters Score -112305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -112305.664062 Penalty: 708.007568
	Iteration 29Q: 3 clusters Score -112305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -112305.921875 Penalty: 708.007568
	Iteration 30Q: 3 clusters Score -112305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -112306.460938 Penalty: 708.007568
	Iteration 31Q: 3 clusters Score -112306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -112308.703125 Penalty: 708.007568
	Iteration 32Q: 3 clusters Score -112308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -112311.078125 Penalty: 708.007568
	Iteration 33Q: 3 clusters Score -112311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -112312.398438 Penalty: 708.007568
	Iteration 34Q: 3 clusters Score -112312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -112313.015625 Penalty: 708.007568
	Iteration 35Q: 3 clusters Score -112313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -112314.789062 Penalty: 708.007568
	Iteration 36Q: 3 clusters Score -112314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -112315.835938 Penalty: 708.007568
	Iteration 37Q: 3 clusters Score -112315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -112317.765625 Penalty: 708.007568
	Iteration 38Q: 3 clusters Score -112317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -112322.757812 Penalty: 708.007568
	Iteration 39Q: 3 clusters Score -112322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -112324.078125 Penalty: 708.007568
	Iteration 40F: 3 clusters Score -112324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -112324.796875 Penalty: 708.007568
	Iteration 41Q: 3 clusters Score -112324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -112325.828125 Penalty: 708.007568
	Iteration 42Q: 3 clusters Score -112325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -112326.929688 Penalty: 708.007568
	Iteration 43Q: 3 clusters Score -112326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -112328.554688 Penalty: 708.007568
	Iteration 44Q: 3 clusters Score -112328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -112328.914062 Penalty: 708.007568
	Iteration 45Q: 3 clusters Score -112328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -112329.296875 Penalty: 708.007568
	Iteration 46Q: 3 clusters Score -112329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -112329.476562 Penalty: 708.007568
	Iteration 47Q: 3 clusters Score -112329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -112329.671875 Penalty: 708.007568
	Iteration 48Q: 3 clusters Score -112329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -112329.781250 Penalty: 708.007568
	Iteration 49Q: 3 clusters Score -112329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -112329.781250 Penalty: 708.007568
	Iteration 50F: 3 clusters Score -112329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8858.462891 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8858.463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8562.725586 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8562.726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8633.850586 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8633.851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8688.361328 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8688.361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8710.233398 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -8710.233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8727.755859 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8727.756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8732.151367 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8732.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8732.151367 Penalty: 492.052612
	Iteration 6F: 3 clusters Score -8732.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Entering Unmasked Estep 
Score: -384697.750000 Penalty: 409.031067
	Iteration 0F: 2 clusters Score -384697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -379319.062500 Penalty: 818.062134
	Iteration 0F: 3 clusters Score -379319.1 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -381381.156250 Penalty: 818.062134
	Iteration 1F: 3 clusters Score -381381.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -381469.500000 Penalty: 818.062134
	Iteration 2Q: 3 clusters Score -381469.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -381560.718750 Penalty: 818.062134
	Iteration 3Q: 3 clusters Score -381560.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -381640.843750 Penalty: 818.062134
	Iteration 4Q: 3 clusters Score -381640.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -381727.031250 Penalty: 818.062134
	Iteration 5Q: 3 clusters Score -381727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -381845.093750 Penalty: 818.062134
	Iteration 6Q: 3 clusters Score -381845.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -382025.062500 Penalty: 818.062134
	Iteration 7Q: 3 clusters Score -382025.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -382251.312500 Penalty: 818.062134
	Iteration 8Q: 3 clusters Score -382251.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -382541.312500 Penalty: 818.062134
	Iteration 9Q: 3 clusters Score -382541.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -382796.031250 Penalty: 818.062134
	Iteration 10Q: 3 clusters Score -382796 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -382999.531250 Penalty: 818.062134
	Iteration 11Q: 3 clusters Score -382999.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -383141.343750 Penalty: 818.062134
	Iteration 12Q: 3 clusters Score -383141.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383237.250000 Penalty: 818.062134
	Iteration 13Q: 3 clusters Score -383237.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -383320.187500 Penalty: 818.062134
	Iteration 14Q: 3 clusters Score -383320.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -383393.281250 Penalty: 818.062134
	Iteration 15Q: 3 clusters Score -383393.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -383469.406250 Penalty: 818.062134
	Iteration 16Q: 3 clusters Score -383469.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383546.656250 Penalty: 818.062134
	Iteration 17Q: 3 clusters Score -383546.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -383619.031250 Penalty: 818.062134
	Iteration 18Q: 3 clusters Score -383619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -383677.437500 Penalty: 818.062134
	Iteration 19Q: 3 clusters Score -383677.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -383742.781250 Penalty: 818.062134
	Iteration 20F: 3 clusters Score -383742.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -383809.468750 Penalty: 818.062134
	Iteration 21Q: 3 clusters Score -383809.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -383889.375000 Penalty: 818.062134
	Iteration 22Q: 3 clusters Score -383889.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -383972.062500 Penalty: 818.062134
	Iteration 23Q: 3 clusters Score -383972.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -384065.375000 Penalty: 818.062134
	Iteration 24Q: 3 clusters Score -384065.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -384144.687500 Penalty: 818.062134
	Iteration 25Q: 3 clusters Score -384144.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -384193.125000 Penalty: 818.062134
	Iteration 26Q: 3 clusters Score -384193.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -384233.656250 Penalty: 818.062134
	Iteration 27Q: 3 clusters Score -384233.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -384268.687500 Penalty: 818.062134
	Iteration 28Q: 3 clusters Score -384268.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -384293.531250 Penalty: 818.062134
	Iteration 29Q: 3 clusters Score -384293.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -384305.843750 Penalty: 818.062134
	Iteration 30Q: 3 clusters Score -384305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -384318.625000 Penalty: 818.062134
	Iteration 31Q: 3 clusters Score -384318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -384324.000000 Penalty: 818.062134
	Iteration 32Q: 3 clusters Score -384324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -384326.906250 Penalty: 818.062134
	Iteration 33Q: 3 clusters Score -384326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -384331.906250 Penalty: 818.062134
	Iteration 34Q: 3 clusters Score -384331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -384334.937500 Penalty: 818.062134
	Iteration 35Q: 3 clusters Score -384334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -384337.812500 Penalty: 818.062134
	Iteration 36Q: 3 clusters Score -384337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -384339.812500 Penalty: 818.062134
	Iteration 37Q: 3 clusters Score -384339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -384342.625000 Penalty: 818.062134
	Iteration 38Q: 3 clusters Score -384342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -384343.656250 Penalty: 818.062134
	Iteration 39Q: 3 clusters Score -384343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -384344.156250 Penalty: 818.062134
	Iteration 40F: 3 clusters Score -384344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -140469.109375 Penalty: 360.015259
	Iteration 0F: 2 clusters Score -140469.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -138584.296875 Penalty: 720.030518
	Iteration 0F: 3 clusters Score -138584.3 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -139221.656250 Penalty: 720.030518
	Iteration 1F: 3 clusters Score -139221.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -139337.000000 Penalty: 720.030518
	Iteration 2F: 3 clusters Score -139337 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -139424.546875 Penalty: 720.030518
	Iteration 3F: 3 clusters Score -139424.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -139516.828125 Penalty: 720.030518
	Iteration 4Q: 3 clusters Score -139516.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -139639.203125 Penalty: 720.030518
	Iteration 5F: 3 clusters Score -139639.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -139744.500000 Penalty: 720.030518
	Iteration 6Q: 3 clusters Score -139744.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -139837.093750 Penalty: 720.030518
	Iteration 7Q: 3 clusters Score -139837.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -139906.953125 Penalty: 720.030518
	Iteration 8Q: 3 clusters Score -139907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -139945.875000 Penalty: 720.030518
	Iteration 9Q: 3 clusters Score -139945.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -139961.125000 Penalty: 720.030518
	Iteration 10Q: 3 clusters Score -139961.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -139967.921875 Penalty: 720.030518
	Iteration 11Q: 3 clusters Score -139967.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -139974.000000 Penalty: 720.030518
	Iteration 12Q: 3 clusters Score -139974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -139981.203125 Penalty: 720.030518
	Iteration 13Q: 3 clusters Score -139981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -139987.421875 Penalty: 720.030518
	Iteration 14Q: 3 clusters Score -139987.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -139992.234375 Penalty: 720.030518
	Iteration 15Q: 3 clusters Score -139992.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -139997.484375 Penalty: 720.030518
	Iteration 16Q: 3 clusters Score -139997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -140001.390625 Penalty: 720.030518
	Iteration 17Q: 3 clusters Score -140001.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -140002.781250 Penalty: 720.030518
	Iteration 18Q: 3 clusters Score -140002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -140003.281250 Penalty: 720.030518
	Iteration 19Q: 3 clusters Score -140003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -140003.484375 Penalty: 720.030518
	Iteration 20F: 3 clusters Score -140003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -140003.906250 Penalty: 720.030518
	Iteration 21Q: 3 clusters Score -140003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -140004.500000 Penalty: 720.030518
	Iteration 22Q: 3 clusters Score -140004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -140004.843750 Penalty: 720.030518
	Iteration 23Q: 3 clusters Score -140004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -140005.203125 Penalty: 720.030518
	Iteration 24Q: 3 clusters Score -140005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -140006.171875 Penalty: 720.030518
	Iteration 25Q: 3 clusters Score -140006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -140007.515625 Penalty: 720.030518
	Iteration 26Q: 3 clusters Score -140007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -140008.093750 Penalty: 720.030518
	Iteration 27Q: 3 clusters Score -140008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -140008.937500 Penalty: 720.030518
	Iteration 28Q: 3 clusters Score -140008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -140009.609375 Penalty: 720.030518
	Iteration 29Q: 3 clusters Score -140009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -140010.562500 Penalty: 720.030518
	Iteration 30Q: 3 clusters Score -140010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -140011.609375 Penalty: 720.030518
	Iteration 31Q: 3 clusters Score -140011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -140012.296875 Penalty: 720.030518
	Iteration 32Q: 3 clusters Score -140012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -140013.562500 Penalty: 720.030518
	Iteration 33Q: 3 clusters Score -140013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -140015.703125 Penalty: 720.030518
	Iteration 34Q: 3 clusters Score -140015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -140017.890625 Penalty: 720.030518
	Iteration 35Q: 3 clusters Score -140017.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -140020.062500 Penalty: 720.030518
	Iteration 36Q: 3 clusters Score -140020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -140021.343750 Penalty: 720.030518
	Iteration 37Q: 3 clusters Score -140021.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -140021.859375 Penalty: 720.030518
	Iteration 38Q: 3 clusters Score -140021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -140022.203125 Penalty: 720.030518
	Iteration 39Q: 3 clusters Score -140022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -140022.375000 Penalty: 720.030518
	Iteration 40F: 3 clusters Score -140022.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Entering Unmasked Estep 
Score: -924843.375000 Penalty: 448.250854
	Iteration 0F: 2 clusters Score -924843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -912200.937500 Penalty: 896.501709
	Iteration 0F: 3 clusters Score -912200.9 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -917416.125000 Penalty: 896.501709
	Iteration 1F: 3 clusters Score -917416.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -917589.937500 Penalty: 896.501709
	Iteration 2Q: 3 clusters Score -917589.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -917778.250000 Penalty: 896.501709
	Iteration 3Q: 3 clusters Score -917778.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -918011.812500 Penalty: 896.501709
	Iteration 4Q: 3 clusters Score -918011.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -918325.250000 Penalty: 896.501709
	Iteration 5Q: 3 clusters Score -918325.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -918765.812500 Penalty: 896.501709
	Iteration 6Q: 3 clusters Score -918765.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -919378.062500 Penalty: 896.501709
	Iteration 7F: 3 clusters Score -919378.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -920083.500000 Penalty: 896.501709
	Iteration 8F: 3 clusters Score -920083.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -920679.687500 Penalty: 896.501709
	Iteration 9F: 3 clusters Score -920679.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -921064.875000 Penalty: 896.501709
	Iteration 10Q: 3 clusters Score -921064.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -921224.875000 Penalty: 896.501709
	Iteration 11Q: 3 clusters Score -921224.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -921303.125000 Penalty: 896.501709
	Iteration 12Q: 3 clusters Score -921303.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -921353.312500 Penalty: 896.501709
	Iteration 13Q: 3 clusters Score -921353.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -921393.562500 Penalty: 896.501709
	Iteration 14Q: 3 clusters Score -921393.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -921439.750000 Penalty: 896.501709
	Iteration 15Q: 3 clusters Score -921439.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -921494.062500 Penalty: 896.501709
	Iteration 16Q: 3 clusters Score -921494.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -921541.125000 Penalty: 896.501709
	Iteration 17Q: 3 clusters Score -921541.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -921584.562500 Penalty: 896.501709
	Iteration 18Q: 3 clusters Score -921584.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -921623.937500 Penalty: 896.501709
	Iteration 19Q: 3 clusters Score -921623.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -921657.187500 Penalty: 896.501709
	Iteration 20F: 3 clusters Score -921657.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -921693.062500 Penalty: 896.501709
	Iteration 21Q: 3 clusters Score -921693.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -921720.500000 Penalty: 896.501709
	Iteration 22Q: 3 clusters Score -921720.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -921748.625000 Penalty: 896.501709
	Iteration 23Q: 3 clusters Score -921748.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -921788.187500 Penalty: 896.501709
	Iteration 24Q: 3 clusters Score -921788.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -921832.312500 Penalty: 896.501709
	Iteration 25Q: 3 clusters Score -921832.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -921883.187500 Penalty: 896.501709
	Iteration 26Q: 3 clusters Score -921883.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -921935.062500 Penalty: 896.501709
	Iteration 27Q: 3 clusters Score -921935.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -921988.500000 Penalty: 896.501709
	Iteration 28Q: 3 clusters Score -921988.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -922046.312500 Penalty: 896.501709
	Iteration 29Q: 3 clusters Score -922046.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -922108.125000 Penalty: 896.501709
	Iteration 30Q: 3 clusters Score -922108.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -922196.062500 Penalty: 896.501709
	Iteration 31Q: 3 clusters Score -922196.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -922304.625000 Penalty: 896.501709
	Iteration 32Q: 3 clusters Score -922304.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -922433.375000 Penalty: 896.501709
	Iteration 33Q: 3 clusters Score -922433.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -922585.750000 Penalty: 896.501709
	Iteration 34Q: 3 clusters Score -922585.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -922741.312500 Penalty: 896.501709
	Iteration 35Q: 3 clusters Score -922741.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -922916.812500 Penalty: 896.501709
	Iteration 36Q: 3 clusters Score -922916.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -923133.000000 Penalty: 896.501709
	Iteration 37Q: 3 clusters Score -923133 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -923372.437500 Penalty: 896.501709
	Iteration 38Q: 3 clusters Score -923372.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -923621.750000 Penalty: 896.501709
	Iteration 39Q: 3 clusters Score -923621.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -923804.062500 Penalty: 896.501709
	Iteration 40F: 3 clusters Score -923804.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -923941.812500 Penalty: 896.501709
	Iteration 41Q: 3 clusters Score -923941.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -924032.312500 Penalty: 896.501709
	Iteration 42Q: 3 clusters Score -924032.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -924118.687500 Penalty: 896.501709
	Iteration 43Q: 3 clusters Score -924118.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -924205.062500 Penalty: 896.501709
	Iteration 44Q: 3 clusters Score -924205.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -924290.437500 Penalty: 896.501709
	Iteration 45Q: 3 clusters Score -924290.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -924345.812500 Penalty: 896.501709
	Iteration 46Q: 3 clusters Score -924345.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -924383.500000 Penalty: 896.501709
	Iteration 47Q: 3 clusters Score -924383.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -924411.187500 Penalty: 896.501709
	Iteration 48Q: 3 clusters Score -924411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -924423.937500 Penalty: 896.501709
	Iteration 49Q: 3 clusters Score -924423.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -924434.375000 Penalty: 896.501709
	Iteration 50Q: 3 clusters Score -924434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -924446.625000 Penalty: 896.501709
	Iteration 51Q: 3 clusters Score -924446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -924462.062500 Penalty: 896.501709
	Iteration 52Q: 3 clusters Score -924462.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -924473.562500 Penalty: 896.501709
	Iteration 53Q: 3 clusters Score -924473.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -924484.250000 Penalty: 896.501709
	Iteration 54Q: 3 clusters Score -924484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -924489.562500 Penalty: 896.501709
	Iteration 55Q: 3 clusters Score -924489.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -924494.125000 Penalty: 896.501709
	Iteration 56Q: 3 clusters Score -924494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -924497.562500 Penalty: 896.501709
	Iteration 57Q: 3 clusters Score -924497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -924497.812500 Penalty: 896.501709
	Iteration 58Q: 3 clusters Score -924497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -924499.625000 Penalty: 896.501709
	Iteration 59Q: 3 clusters Score -924499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -924501.750000 Penalty: 896.501709
	Iteration 60F: 3 clusters Score -924501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -924501.750000 Penalty: 896.501709
	Iteration 61Q: 3 clusters Score -924501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -924501.750000 Penalty: 896.501709
	Iteration 62F: 3 clusters Score -924501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 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 190 members 
Entering Unmasked Estep 
Score: -15898.680664 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15898.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15963.435547 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -15963.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15995.540039 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -15995.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16008.244141 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -16008.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16014.193359 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16014.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16019.439453 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16019.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16024.580078 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -16024.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16026.451172 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -16026.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16028.901367 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -16028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16031.951172 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -16031.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16032.500977 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -16032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16032.500977 Penalty: 533.071899
	Iteration 11F: 3 clusters Score -16032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -211426.375000 Penalty: 383.100922
	Iteration 0F: 2 clusters Score -211426.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -208341.531250 Penalty: 766.201843
	Iteration 0F: 3 clusters Score -208341.5 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -209571.437500 Penalty: 766.201843
	Iteration 1F: 3 clusters Score -209571.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -209720.656250 Penalty: 766.201843
	Iteration 2F: 3 clusters Score -209720.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -209906.734375 Penalty: 766.201843
	Iteration 3F: 3 clusters Score -209906.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210113.703125 Penalty: 766.201843
	Iteration 4F: 3 clusters Score -210113.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -210364.609375 Penalty: 766.201843
	Iteration 5F: 3 clusters Score -210364.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -210614.109375 Penalty: 766.201843
	Iteration 6F: 3 clusters Score -210614.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -210834.187500 Penalty: 766.201843
	Iteration 7Q: 3 clusters Score -210834.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -211015.656250 Penalty: 766.201843
	Iteration 8Q: 3 clusters Score -211015.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -211098.921875 Penalty: 766.201843
	Iteration 9Q: 3 clusters Score -211098.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -211134.421875 Penalty: 766.201843
	Iteration 10Q: 3 clusters Score -211134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -211148.718750 Penalty: 766.201843
	Iteration 11Q: 3 clusters Score -211148.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -211160.640625 Penalty: 766.201843
	Iteration 12Q: 3 clusters Score -211160.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -211168.140625 Penalty: 766.201843
	Iteration 13Q: 3 clusters Score -211168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -211175.390625 Penalty: 766.201843
	Iteration 14Q: 3 clusters Score -211175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211180.109375 Penalty: 766.201843
	Iteration 15Q: 3 clusters Score -211180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -211183.578125 Penalty: 766.201843
	Iteration 16Q: 3 clusters Score -211183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -211188.046875 Penalty: 766.201843
	Iteration 17Q: 3 clusters Score -211188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -211191.890625 Penalty: 766.201843
	Iteration 18Q: 3 clusters Score -211191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -211195.593750 Penalty: 766.201843
	Iteration 19Q: 3 clusters Score -211195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -211197.640625 Penalty: 766.201843
	Iteration 20F: 3 clusters Score -211197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -211198.890625 Penalty: 766.201843
	Iteration 21Q: 3 clusters Score -211198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -211199.734375 Penalty: 766.201843
	Iteration 22Q: 3 clusters Score -211199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -211199.546875 Penalty: 766.201843
	Iteration 23Q: 3 clusters Score -211199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -211199.546875 Penalty: 766.201843
	Iteration 24F: 3 clusters Score -211199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Entering Unmasked Estep 
Score: -3272239.750000 Penalty: 503.703094
	Iteration 0F: 2 clusters Score -3272240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -3228813.000000 Penalty: 1007.406189
	Iteration 0F: 3 clusters Score -3228813 nChanged 31240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -3247730.500000 Penalty: 1007.406189
	Iteration 1F: 3 clusters Score -3247730 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -3248624.250000 Penalty: 1007.406189
	Iteration 2Q: 3 clusters Score -3248624 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -3250167.750000 Penalty: 1007.406189
	Iteration 3F: 3 clusters Score -3250168 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -3252840.000000 Penalty: 1007.406189
	Iteration 4F: 3 clusters Score -3252840 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -3256784.500000 Penalty: 1007.406189
	Iteration 5F: 3 clusters Score -3256784 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -3261260.500000 Penalty: 1007.406189
	Iteration 6F: 3 clusters Score -3261260 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -3265178.000000 Penalty: 1007.406189
	Iteration 7F: 3 clusters Score -3265178 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -3267969.750000 Penalty: 1007.406189
	Iteration 8Q: 3 clusters Score -3267970 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -3269728.500000 Penalty: 1007.406189
	Iteration 9Q: 3 clusters Score -3269728 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -3270789.250000 Penalty: 1007.406189
	Iteration 10Q: 3 clusters Score -3270789 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -3271256.500000 Penalty: 1007.406189
	Iteration 11Q: 3 clusters Score -3271256 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -3271511.250000 Penalty: 1007.406189
	Iteration 12Q: 3 clusters Score -3271511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -3271625.750000 Penalty: 1007.406189
	Iteration 13Q: 3 clusters Score -3271626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -3271683.750000 Penalty: 1007.406189
	Iteration 14Q: 3 clusters Score -3271684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -3271724.000000 Penalty: 1007.406189
	Iteration 15Q: 3 clusters Score -3271724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -3271752.250000 Penalty: 1007.406189
	Iteration 16Q: 3 clusters Score -3271752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -3271761.000000 Penalty: 1007.406189
	Iteration 17Q: 3 clusters Score -3271761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -3271769.750000 Penalty: 1007.406189
	Iteration 18Q: 3 clusters Score -3271770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -3271782.000000 Penalty: 1007.406189
	Iteration 19Q: 3 clusters Score -3271782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -3271784.750000 Penalty: 1007.406189
	Iteration 20F: 3 clusters Score -3271785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -3271792.250000 Penalty: 1007.406189
	Iteration 21Q: 3 clusters Score -3271792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -3271799.500000 Penalty: 1007.406189
	Iteration 22Q: 3 clusters Score -3271800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -3271806.750000 Penalty: 1007.406189
	Iteration 23Q: 3 clusters Score -3271807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -3271813.500000 Penalty: 1007.406189
	Iteration 24Q: 3 clusters Score -3271814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -3271818.500000 Penalty: 1007.406189
	Iteration 25Q: 3 clusters Score -3271818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -3271816.500000 Penalty: 1007.406189
	Iteration 26Q: 3 clusters Score -3271816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -3271818.250000 Penalty: 1007.406189
	Iteration 27Q: 3 clusters Score -3271818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -3271818.250000 Penalty: 1007.406189
	Iteration 28F: 3 clusters Score -3271818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17085.490234 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17085.49 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17178.865234 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17178.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17212.814453 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17212.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17231.416016 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -17231.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17235.835938 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17235.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17240.046875 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17240.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17245.285156 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17245.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17248.771484 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17248.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17251.873047 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17251.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17258.242188 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17258.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17263.357422 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17263.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17266.566406 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -17266.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17270.060547 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -17270.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17274.595703 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -17274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17279.386719 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -17279.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17284.378906 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -17284.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17287.763672 Penalty: 540.315796
	Iteration 16Q: 3 clusters Score -17287.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17288.886719 Penalty: 540.315796
	Iteration 17Q: 3 clusters Score -17288.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17288.886719 Penalty: 540.315796
	Iteration 18F: 3 clusters Score -17288.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35296.062500 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35296.06 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35453.285156 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35453.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35489.246094 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35489.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35511.109375 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -35511.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35520.769531 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -35520.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35530.351562 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35530.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35538.300781 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35545.566406 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35545.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35552.898438 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35563.589844 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35563.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35574.796875 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35580.488281 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35580.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35588.867188 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35588.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35605.179688 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -35605.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35613.062500 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -35613.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35618.335938 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -35618.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35620.230469 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -35620.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35622.273438 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -35622.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35623.964844 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -35623.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35625.906250 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -35625.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35630.492188 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -35630.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35634.753906 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -35634.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35638.636719 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -35638.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35643.183594 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -35643.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35648.585938 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -35648.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35656.308594 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -35656.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35660.054688 Penalty: 604.347534
	Iteration 26Q: 3 clusters Score -35660.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35664.257812 Penalty: 604.347534
	Iteration 27Q: 3 clusters Score -35664.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35665.851562 Penalty: 604.347534
	Iteration 28Q: 3 clusters Score -35665.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35667.316406 Penalty: 604.347534
	Iteration 29Q: 3 clusters Score -35667.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35667.929688 Penalty: 604.347534
	Iteration 30Q: 3 clusters Score -35667.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35668.105469 Penalty: 604.347534
	Iteration 31Q: 3 clusters Score -35668.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35669.058594 Penalty: 604.347534
	Iteration 32Q: 3 clusters Score -35669.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35670.089844 Penalty: 604.347534
	Iteration 33Q: 3 clusters Score -35670.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35672.121094 Penalty: 604.347534
	Iteration 34Q: 3 clusters Score -35672.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35673.785156 Penalty: 604.347534
	Iteration 35Q: 3 clusters Score -35673.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35678.441406 Penalty: 604.347534
	Iteration 36Q: 3 clusters Score -35678.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35681.722656 Penalty: 604.347534
	Iteration 37Q: 3 clusters Score -35681.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -35685.703125 Penalty: 604.347534
	Iteration 38Q: 3 clusters Score -35685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35689.957031 Penalty: 604.347534
	Iteration 39Q: 3 clusters Score -35689.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35694.269531 Penalty: 604.347534
	Iteration 40F: 3 clusters Score -35694.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35694.972656 Penalty: 604.347534
	Iteration 41Q: 3 clusters Score -35694.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35694.972656 Penalty: 604.347534
	Iteration 42F: 3 clusters Score -35694.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10345.762695 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10345.76 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10426.642578 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10426.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10441.568359 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10441.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10450.532227 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10450.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10452.030273 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10452.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10452.030273 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -10452.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (345801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345801 members 
Entering Unmasked Estep 
Score: -16806080.000000 Penalty: 580.289673
	Iteration 0F: 2 clusters Score -1.680608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -16599656.000000 Penalty: 1160.579346
	Iteration 0F: 3 clusters Score -1.659966e+07 nChanged 171329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -16708579.000000 Penalty: 1160.579346
	Iteration 1F: 3 clusters Score -1.670858e+07 nChanged 16895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184203 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -16717661.000000 Penalty: 1160.579346
	Iteration 2Q: 3 clusters Score -1.671766e+07 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189403 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -16733032.000000 Penalty: 1160.579346
	Iteration 3F: 3 clusters Score -1.673303e+07 nChanged 23841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193526 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -16753524.000000 Penalty: 1160.579346
	Iteration 4F: 3 clusters Score -1.675352e+07 nChanged 23335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195859 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -16769605.000000 Penalty: 1160.579346
	Iteration 5F: 3 clusters Score -1.67696e+07 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 148678 members 
Entering Unmasked Estep 
Score: -16774954.000000 Penalty: 1160.579346
	Iteration 6Q: 3 clusters Score -1.677495e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -16776083.000000 Penalty: 1160.579346
	Iteration 7Q: 3 clusters Score -1.677608e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 146302 members 
Entering Unmasked Estep 
Score: -16776522.000000 Penalty: 1160.579346
	Iteration 8Q: 3 clusters Score -1.677652e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200531 members 
Mstep: Class 2 contains 145270 members 
Entering Unmasked Estep 
Score: -16776894.000000 Penalty: 1160.579346
	Iteration 9Q: 3 clusters Score -1.677689e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201511 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -16777195.000000 Penalty: 1160.579346
	Iteration 10Q: 3 clusters Score -1.67772e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202266 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -16777304.000000 Penalty: 1160.579346
	Iteration 11Q: 3 clusters Score -1.67773e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202835 members 
Mstep: Class 2 contains 142966 members 
Entering Unmasked Estep 
Score: -16777458.000000 Penalty: 1160.579346
	Iteration 12Q: 3 clusters Score -1.677746e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203236 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -16777750.000000 Penalty: 1160.579346
	Iteration 13Q: 3 clusters Score -1.677775e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -16777888.000000 Penalty: 1160.579346
	Iteration 14Q: 3 clusters Score -1.677789e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203558 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -16778034.000000 Penalty: 1160.579346
	Iteration 15Q: 3 clusters Score -1.677803e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203541 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -16778100.000000 Penalty: 1160.579346
	Iteration 16Q: 3 clusters Score -1.67781e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203337 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -16778282.000000 Penalty: 1160.579346
	Iteration 17Q: 3 clusters Score -1.677828e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203036 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -16778310.000000 Penalty: 1160.579346
	Iteration 18Q: 3 clusters Score -1.677831e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202644 members 
Mstep: Class 2 contains 143157 members 
Entering Unmasked Estep 
Score: -16778406.000000 Penalty: 1160.579346
	Iteration 19Q: 3 clusters Score -1.677841e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202207 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -16778598.000000 Penalty: 1160.579346
	Iteration 20F: 3 clusters Score -1.67786e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201720 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -16778714.000000 Penalty: 1160.579346
	Iteration 21Q: 3 clusters Score -1.677871e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201199 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -16778782.000000 Penalty: 1160.579346
	Iteration 22Q: 3 clusters Score -1.677878e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200518 members 
Mstep: Class 2 contains 145283 members 
Entering Unmasked Estep 
Score: -16778808.000000 Penalty: 1160.579346
	Iteration 23Q: 3 clusters Score -1.677881e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199826 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -16778862.000000 Penalty: 1160.579346
	Iteration 24Q: 3 clusters Score -1.677886e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199097 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -16778936.000000 Penalty: 1160.579346
	Iteration 25Q: 3 clusters Score -1.677894e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -16779066.000000 Penalty: 1160.579346
	Iteration 26Q: 3 clusters Score -1.677907e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197666 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -16779148.000000 Penalty: 1160.579346
	Iteration 27Q: 3 clusters Score -1.677915e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196915 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -16779194.000000 Penalty: 1160.579346
	Iteration 28Q: 3 clusters Score -1.677919e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -16779160.000000 Penalty: 1160.579346
	Iteration 29Q: 3 clusters Score -1.677916e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195619 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -16779124.000000 Penalty: 1160.579346
	Iteration 30Q: 3 clusters Score -1.677912e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 150856 members 
Entering Unmasked Estep 
Score: -16779178.000000 Penalty: 1160.579346
	Iteration 31Q: 3 clusters Score -1.677918e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -16779310.000000 Penalty: 1160.579346
	Iteration 32Q: 3 clusters Score -1.677931e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -16779366.000000 Penalty: 1160.579346
	Iteration 33Q: 3 clusters Score -1.677937e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192902 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -16779466.000000 Penalty: 1160.579346
	Iteration 34Q: 3 clusters Score -1.677947e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192264 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -16779504.000000 Penalty: 1160.579346
	Iteration 35Q: 3 clusters Score -1.67795e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191636 members 
Mstep: Class 2 contains 154165 members 
Entering Unmasked Estep 
Score: -16779720.000000 Penalty: 1160.579346
	Iteration 36Q: 3 clusters Score -1.677972e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191058 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -16779818.000000 Penalty: 1160.579346
	Iteration 37Q: 3 clusters Score -1.677982e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -16779782.000000 Penalty: 1160.579346
	Iteration 38Q: 3 clusters Score -1.677978e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189840 members 
Mstep: Class 2 contains 155961 members 
Entering Unmasked Estep 
Score: -16779876.000000 Penalty: 1160.579346
	Iteration 39Q: 3 clusters Score -1.677988e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -16780008.000000 Penalty: 1160.579346
	Iteration 40F: 3 clusters Score -1.678001e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -16780134.000000 Penalty: 1160.579346
	Iteration 41Q: 3 clusters Score -1.678013e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 157627 members 
Entering Unmasked Estep 
Score: -16780240.000000 Penalty: 1160.579346
	Iteration 42Q: 3 clusters Score -1.678024e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -16780346.000000 Penalty: 1160.579346
	Iteration 43Q: 3 clusters Score -1.678035e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187396 members 
Mstep: Class 2 contains 158405 members 
Entering Unmasked Estep 
Score: -16780392.000000 Penalty: 1160.579346
	Iteration 44Q: 3 clusters Score -1.678039e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187056 members 
Mstep: Class 2 contains 158745 members 
Entering Unmasked Estep 
Score: -16780616.000000 Penalty: 1160.579346
	Iteration 45Q: 3 clusters Score -1.678062e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186688 members 
Mstep: Class 2 contains 159113 members 
Entering Unmasked Estep 
Score: -16780690.000000 Penalty: 1160.579346
	Iteration 46Q: 3 clusters Score -1.678069e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -16780862.000000 Penalty: 1160.579346
	Iteration 47Q: 3 clusters Score -1.678086e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186030 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -16780928.000000 Penalty: 1160.579346
	Iteration 48Q: 3 clusters Score -1.678093e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185757 members 
Mstep: Class 2 contains 160044 members 
Entering Unmasked Estep 
Score: -16781062.000000 Penalty: 1160.579346
	Iteration 49Q: 3 clusters Score -1.678106e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185540 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -16781200.000000 Penalty: 1160.579346
	Iteration 50Q: 3 clusters Score -1.67812e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -16781302.000000 Penalty: 1160.579346
	Iteration 51Q: 3 clusters Score -1.67813e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185274 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -16781344.000000 Penalty: 1160.579346
	Iteration 52Q: 3 clusters Score -1.678134e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -16781480.000000 Penalty: 1160.579346
	Iteration 53Q: 3 clusters Score -1.678148e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185175 members 
Mstep: Class 2 contains 160626 members 
Entering Unmasked Estep 
Score: -16781644.000000 Penalty: 1160.579346
	Iteration 54Q: 3 clusters Score -1.678164e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185179 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -16781762.000000 Penalty: 1160.579346
	Iteration 55Q: 3 clusters Score -1.678176e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185163 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -16781844.000000 Penalty: 1160.579346
	Iteration 56Q: 3 clusters Score -1.678184e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -16781988.000000 Penalty: 1160.579346
	Iteration 57Q: 3 clusters Score -1.678199e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185104 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -16782086.000000 Penalty: 1160.579346
	Iteration 58Q: 3 clusters Score -1.678209e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185176 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -16782246.000000 Penalty: 1160.579346
	Iteration 59Q: 3 clusters Score -1.678225e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185265 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -16782494.000000 Penalty: 1160.579346
	Iteration 60F: 3 clusters Score -1.678249e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -16782708.000000 Penalty: 1160.579346
	Iteration 61Q: 3 clusters Score -1.678271e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185515 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -16782918.000000 Penalty: 1160.579346
	Iteration 62Q: 3 clusters Score -1.678292e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -16783148.000000 Penalty: 1160.579346
	Iteration 63Q: 3 clusters Score -1.678315e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 159784 members 
Entering Unmasked Estep 
Score: -16783364.000000 Penalty: 1160.579346
	Iteration 64Q: 3 clusters Score -1.678336e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186339 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -16783654.000000 Penalty: 1160.579346
	Iteration 65Q: 3 clusters Score -1.678365e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186691 members 
Mstep: Class 2 contains 159110 members 
Entering Unmasked Estep 
Score: -16783960.000000 Penalty: 1160.579346
	Iteration 66Q: 3 clusters Score -1.678396e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187106 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -16784112.000000 Penalty: 1160.579346
	Iteration 67Q: 3 clusters Score -1.678411e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -16784400.000000 Penalty: 1160.579346
	Iteration 68Q: 3 clusters Score -1.67844e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188084 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -16784714.000000 Penalty: 1160.579346
	Iteration 69Q: 3 clusters Score -1.678471e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188613 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -16784994.000000 Penalty: 1160.579346
	Iteration 70Q: 3 clusters Score -1.678499e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189142 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -16785266.000000 Penalty: 1160.579346
	Iteration 71Q: 3 clusters Score -1.678527e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189711 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -16785484.000000 Penalty: 1160.579346
	Iteration 72Q: 3 clusters Score -1.678548e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190267 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -16785786.000000 Penalty: 1160.579346
	Iteration 73Q: 3 clusters Score -1.678579e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190937 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -16786052.000000 Penalty: 1160.579346
	Iteration 74Q: 3 clusters Score -1.678605e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191717 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -16786308.000000 Penalty: 1160.579346
	Iteration 75Q: 3 clusters Score -1.678631e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192549 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -16786414.000000 Penalty: 1160.579346
	Iteration 76Q: 3 clusters Score -1.678641e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -16786652.000000 Penalty: 1160.579346
	Iteration 77Q: 3 clusters Score -1.678665e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194259 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -16786818.000000 Penalty: 1160.579346
	Iteration 78Q: 3 clusters Score -1.678682e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195268 members 
Mstep: Class 2 contains 150533 members 
Entering Unmasked Estep 
Score: -16787098.000000 Penalty: 1160.579346
	Iteration 79Q: 3 clusters Score -1.67871e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196370 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -16787386.000000 Penalty: 1160.579346
	Iteration 80F: 3 clusters Score -1.678739e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197487 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -16787562.000000 Penalty: 1160.579346
	Iteration 81Q: 3 clusters Score -1.678756e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198695 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -16787846.000000 Penalty: 1160.579346
	Iteration 82Q: 3 clusters Score -1.678785e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199969 members 
Mstep: Class 2 contains 145832 members 
Entering Unmasked Estep 
Score: -16788088.000000 Penalty: 1160.579346
	Iteration 83Q: 3 clusters Score -1.678809e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 144539 members 
Entering Unmasked Estep 
Score: -16788458.000000 Penalty: 1160.579346
	Iteration 84Q: 3 clusters Score -1.678846e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 143233 members 
Entering Unmasked Estep 
Score: -16788752.000000 Penalty: 1160.579346
	Iteration 85Q: 3 clusters Score -1.678875e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203850 members 
Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
Score: -16789130.000000 Penalty: 1160.579346
	Iteration 86Q: 3 clusters Score -1.678913e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205171 members 
Mstep: Class 2 contains 140630 members 
Entering Unmasked Estep 
Score: -16789542.000000 Penalty: 1160.579346
	Iteration 87Q: 3 clusters Score -1.678954e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206487 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -16789708.000000 Penalty: 1160.579346
	Iteration 88Q: 3 clusters Score -1.678971e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207861 members 
Mstep: Class 2 contains 137940 members 
Entering Unmasked Estep 
Score: -16789946.000000 Penalty: 1160.579346
	Iteration 89Q: 3 clusters Score -1.678995e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209207 members 
Mstep: Class 2 contains 136594 members 
Entering Unmasked Estep 
Score: -16790184.000000 Penalty: 1160.579346
	Iteration 90Q: 3 clusters Score -1.679018e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210687 members 
Mstep: Class 2 contains 135114 members 
Entering Unmasked Estep 
Score: -16790572.000000 Penalty: 1160.579346
	Iteration 91Q: 3 clusters Score -1.679057e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212225 members 
Mstep: Class 2 contains 133576 members 
Entering Unmasked Estep 
Score: -16790936.000000 Penalty: 1160.579346
	Iteration 92Q: 3 clusters Score -1.679094e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213801 members 
Mstep: Class 2 contains 132000 members 
Entering Unmasked Estep 
Score: -16791234.000000 Penalty: 1160.579346
	Iteration 93Q: 3 clusters Score -1.679123e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215366 members 
Mstep: Class 2 contains 130435 members 
Entering Unmasked Estep 
Score: -16791346.000000 Penalty: 1160.579346
	Iteration 94Q: 3 clusters Score -1.679135e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216956 members 
Mstep: Class 2 contains 128845 members 
Entering Unmasked Estep 
Score: -16791478.000000 Penalty: 1160.579346
	Iteration 95Q: 3 clusters Score -1.679148e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218475 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -16791734.000000 Penalty: 1160.579346
	Iteration 96Q: 3 clusters Score -1.679173e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220002 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -16791952.000000 Penalty: 1160.579346
	Iteration 97Q: 3 clusters Score -1.679195e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221531 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -16792138.000000 Penalty: 1160.579346
	Iteration 98Q: 3 clusters Score -1.679214e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223053 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
Score: -16792352.000000 Penalty: 1160.579346
	Iteration 99Q: 3 clusters Score -1.679235e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224507 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -16792532.000000 Penalty: 1160.579346
	Iteration 100F: 3 clusters Score -1.679253e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225864 members 
Mstep: Class 2 contains 119937 members 
Entering Unmasked Estep 
Score: -16792652.000000 Penalty: 1160.579346
	Iteration 101Q: 3 clusters Score -1.679265e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227157 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -16792804.000000 Penalty: 1160.579346
	Iteration 102Q: 3 clusters Score -1.67928e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -16792920.000000 Penalty: 1160.579346
	Iteration 103Q: 3 clusters Score -1.679292e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229627 members 
Mstep: Class 2 contains 116174 members 
Entering Unmasked Estep 
Score: -16793160.000000 Penalty: 1160.579346
	Iteration 104Q: 3 clusters Score -1.679316e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230761 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -16793352.000000 Penalty: 1160.579346
	Iteration 105Q: 3 clusters Score -1.679335e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231843 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -16793428.000000 Penalty: 1160.579346
	Iteration 106Q: 3 clusters Score -1.679343e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232881 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -16793552.000000 Penalty: 1160.579346
	Iteration 107Q: 3 clusters Score -1.679355e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233937 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -16793710.000000 Penalty: 1160.579346
	Iteration 108Q: 3 clusters Score -1.679371e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234957 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -16793868.000000 Penalty: 1160.579346
	Iteration 109Q: 3 clusters Score -1.679387e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236004 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -16794004.000000 Penalty: 1160.579346
	Iteration 110Q: 3 clusters Score -1.6794e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237019 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -16794178.000000 Penalty: 1160.579346
	Iteration 111Q: 3 clusters Score -1.679418e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238073 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -16794306.000000 Penalty: 1160.579346
	Iteration 112Q: 3 clusters Score -1.679431e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239082 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
Score: -16794396.000000 Penalty: 1160.579346
	Iteration 113Q: 3 clusters Score -1.67944e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240080 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -16794360.000000 Penalty: 1160.579346
	Iteration 114Q: 3 clusters Score -1.679436e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241100 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -16794398.000000 Penalty: 1160.579346
	Iteration 115Q: 3 clusters Score -1.67944e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242088 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -16794472.000000 Penalty: 1160.579346
	Iteration 116Q: 3 clusters Score -1.679447e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243016 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -16794526.000000 Penalty: 1160.579346
	Iteration 117Q: 3 clusters Score -1.679453e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243947 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -16794628.000000 Penalty: 1160.579346
	Iteration 118Q: 3 clusters Score -1.679463e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244856 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -16794674.000000 Penalty: 1160.579346
	Iteration 119Q: 3 clusters Score -1.679467e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245722 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -16794800.000000 Penalty: 1160.579346
	Iteration 120F: 3 clusters Score -1.67948e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246600 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -16794954.000000 Penalty: 1160.579346
	Iteration 121Q: 3 clusters Score -1.679495e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247478 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -16795146.000000 Penalty: 1160.579346
	Iteration 122Q: 3 clusters Score -1.679515e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248371 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -16795236.000000 Penalty: 1160.579346
	Iteration 123Q: 3 clusters Score -1.679524e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249204 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -16795294.000000 Penalty: 1160.579346
	Iteration 124Q: 3 clusters Score -1.679529e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250036 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -16795338.000000 Penalty: 1160.579346
	Iteration 125Q: 3 clusters Score -1.679534e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250850 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -16795480.000000 Penalty: 1160.579346
	Iteration 126Q: 3 clusters Score -1.679548e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251704 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -16795652.000000 Penalty: 1160.579346
	Iteration 127Q: 3 clusters Score -1.679565e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252522 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -16795800.000000 Penalty: 1160.579346
	Iteration 128Q: 3 clusters Score -1.67958e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253358 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -16795914.000000 Penalty: 1160.579346
	Iteration 129Q: 3 clusters Score -1.679591e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -16795974.000000 Penalty: 1160.579346
	Iteration 130Q: 3 clusters Score -1.679597e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255055 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -16796068.000000 Penalty: 1160.579346
	Iteration 131Q: 3 clusters Score -1.679607e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255889 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -16796178.000000 Penalty: 1160.579346
	Iteration 132Q: 3 clusters Score -1.679618e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256714 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -16796144.000000 Penalty: 1160.579346
	Iteration 133Q: 3 clusters Score -1.679614e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257522 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -16796196.000000 Penalty: 1160.579346
	Iteration 134Q: 3 clusters Score -1.67962e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258271 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -16796262.000000 Penalty: 1160.579346
	Iteration 135Q: 3 clusters Score -1.679626e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258985 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -16796256.000000 Penalty: 1160.579346
	Iteration 136Q: 3 clusters Score -1.679626e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259706 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -16796320.000000 Penalty: 1160.579346
	Iteration 137Q: 3 clusters Score -1.679632e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260437 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -16796360.000000 Penalty: 1160.579346
	Iteration 138Q: 3 clusters Score -1.679636e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261150 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -16796390.000000 Penalty: 1160.579346
	Iteration 139Q: 3 clusters Score -1.679639e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261823 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -16796364.000000 Penalty: 1160.579346
	Iteration 140F: 3 clusters Score -1.679636e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262429 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -16796408.000000 Penalty: 1160.579346
	Iteration 141Q: 3 clusters Score -1.679641e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263033 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -16796394.000000 Penalty: 1160.579346
	Iteration 142Q: 3 clusters Score -1.679639e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263577 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -16796364.000000 Penalty: 1160.579346
	Iteration 143Q: 3 clusters Score -1.679636e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264094 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -16796338.000000 Penalty: 1160.579346
	Iteration 144Q: 3 clusters Score -1.679634e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264589 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -16796260.000000 Penalty: 1160.579346
	Iteration 145Q: 3 clusters Score -1.679626e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265072 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -16796254.000000 Penalty: 1160.579346
	Iteration 146Q: 3 clusters Score -1.679625e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265556 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -16796182.000000 Penalty: 1160.579346
	Iteration 147Q: 3 clusters Score -1.679618e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266028 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -16796144.000000 Penalty: 1160.579346
	Iteration 148Q: 3 clusters Score -1.679614e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266459 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -16796092.000000 Penalty: 1160.579346
	Iteration 149Q: 3 clusters Score -1.679609e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266895 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -16796090.000000 Penalty: 1160.579346
	Iteration 150Q: 3 clusters Score -1.679609e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267325 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -16796036.000000 Penalty: 1160.579346
	Iteration 151Q: 3 clusters Score -1.679604e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267742 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -16795986.000000 Penalty: 1160.579346
	Iteration 152Q: 3 clusters Score -1.679599e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268107 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -16795990.000000 Penalty: 1160.579346
	Iteration 153Q: 3 clusters Score -1.679599e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268491 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -16795964.000000 Penalty: 1160.579346
	Iteration 154Q: 3 clusters Score -1.679596e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268882 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -16795976.000000 Penalty: 1160.579346
	Iteration 155Q: 3 clusters Score -1.679598e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269285 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -16796036.000000 Penalty: 1160.579346
	Iteration 156Q: 3 clusters Score -1.679604e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269723 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -16796038.000000 Penalty: 1160.579346
	Iteration 157Q: 3 clusters Score -1.679604e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270138 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -16796058.000000 Penalty: 1160.579346
	Iteration 158Q: 3 clusters Score -1.679606e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270578 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -16796076.000000 Penalty: 1160.579346
	Iteration 159Q: 3 clusters Score -1.679608e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270993 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -16796126.000000 Penalty: 1160.579346
	Iteration 160F: 3 clusters Score -1.679613e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271437 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -16796056.000000 Penalty: 1160.579346
	Iteration 161Q: 3 clusters Score -1.679606e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271865 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -16796056.000000 Penalty: 1160.579346
	Iteration 162Q: 3 clusters Score -1.679606e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272321 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -16796042.000000 Penalty: 1160.579346
	Iteration 163Q: 3 clusters Score -1.679604e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272809 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -16796084.000000 Penalty: 1160.579346
	Iteration 164Q: 3 clusters Score -1.679608e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273307 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -16796044.000000 Penalty: 1160.579346
	Iteration 165Q: 3 clusters Score -1.679604e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273819 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -16796074.000000 Penalty: 1160.579346
	Iteration 166Q: 3 clusters Score -1.679607e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274340 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -16796090.000000 Penalty: 1160.579346
	Iteration 167Q: 3 clusters Score -1.679609e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274889 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -16796154.000000 Penalty: 1160.579346
	Iteration 168Q: 3 clusters Score -1.679615e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275431 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -16796212.000000 Penalty: 1160.579346
	Iteration 169Q: 3 clusters Score -1.679621e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275947 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -16796278.000000 Penalty: 1160.579346
	Iteration 170Q: 3 clusters Score -1.679628e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276508 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -16796328.000000 Penalty: 1160.579346
	Iteration 171Q: 3 clusters Score -1.679633e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277068 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -16796438.000000 Penalty: 1160.579346
	Iteration 172Q: 3 clusters Score -1.679644e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277628 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -16796516.000000 Penalty: 1160.579346
	Iteration 173Q: 3 clusters Score -1.679652e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278160 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -16796592.000000 Penalty: 1160.579346
	Iteration 174Q: 3 clusters Score -1.679659e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278718 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -16796730.000000 Penalty: 1160.579346
	Iteration 175Q: 3 clusters Score -1.679673e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279302 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -16796824.000000 Penalty: 1160.579346
	Iteration 176Q: 3 clusters Score -1.679682e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279981 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -16796924.000000 Penalty: 1160.579346
	Iteration 177Q: 3 clusters Score -1.679692e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280698 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -16797070.000000 Penalty: 1160.579346
	Iteration 178Q: 3 clusters Score -1.679707e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281470 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -16797202.000000 Penalty: 1160.579346
	Iteration 179Q: 3 clusters Score -1.67972e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282263 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -16797304.000000 Penalty: 1160.579346
	Iteration 180F: 3 clusters Score -1.67973e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283125 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -16797350.000000 Penalty: 1160.579346
	Iteration 181Q: 3 clusters Score -1.679735e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283973 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -16797410.000000 Penalty: 1160.579346
	Iteration 182Q: 3 clusters Score -1.679741e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284890 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -16797482.000000 Penalty: 1160.579346
	Iteration 183Q: 3 clusters Score -1.679748e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285844 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -16797460.000000 Penalty: 1160.579346
	Iteration 184Q: 3 clusters Score -1.679746e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286834 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -16797600.000000 Penalty: 1160.579346
	Iteration 185Q: 3 clusters Score -1.67976e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287922 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -16797694.000000 Penalty: 1160.579346
	Iteration 186Q: 3 clusters Score -1.679769e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289064 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -16797674.000000 Penalty: 1160.579346
	Iteration 187Q: 3 clusters Score -1.679767e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290191 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -16797718.000000 Penalty: 1160.579346
	Iteration 188Q: 3 clusters Score -1.679772e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291319 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -16797812.000000 Penalty: 1160.579346
	Iteration 189Q: 3 clusters Score -1.679781e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292516 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -16797868.000000 Penalty: 1160.579346
	Iteration 190Q: 3 clusters Score -1.679787e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293858 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -16798034.000000 Penalty: 1160.579346
	Iteration 191Q: 3 clusters Score -1.679803e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295261 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -16798202.000000 Penalty: 1160.579346
	Iteration 192Q: 3 clusters Score -1.67982e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296827 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -16798624.000000 Penalty: 1160.579346
	Iteration 193Q: 3 clusters Score -1.679862e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298519 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -16798762.000000 Penalty: 1160.579346
	Iteration 194Q: 3 clusters Score -1.679876e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300304 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -16799104.000000 Penalty: 1160.579346
	Iteration 195Q: 3 clusters Score -1.67991e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302246 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -16799484.000000 Penalty: 1160.579346
	Iteration 196Q: 3 clusters Score -1.679948e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -16799886.000000 Penalty: 1160.579346
	Iteration 197Q: 3 clusters Score -1.679989e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306653 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -16800266.000000 Penalty: 1160.579346
	Iteration 198Q: 3 clusters Score -1.680027e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308965 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -16800836.000000 Penalty: 1160.579346
	Iteration 199Q: 3 clusters Score -1.680084e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311449 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -16801338.000000 Penalty: 1160.579346
	Iteration 200F: 3 clusters Score -1.680134e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314066 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -16801888.000000 Penalty: 1160.579346
	Iteration 201Q: 3 clusters Score -1.680189e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316827 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -16802746.000000 Penalty: 1160.579346
	Iteration 202Q: 3 clusters Score -1.680275e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319825 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -16803688.000000 Penalty: 1160.579346
	Iteration 203Q: 3 clusters Score -1.680369e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322897 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -16804626.000000 Penalty: 1160.579346
	Iteration 204Q: 3 clusters Score -1.680463e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326004 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -16805786.000000 Penalty: 1160.579346
	Iteration 205Q: 3 clusters Score -1.680579e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328957 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -16806746.000000 Penalty: 1160.579346
	Iteration 206Q: 3 clusters Score -1.680675e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331800 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -16807744.000000 Penalty: 1160.579346
	Iteration 207Q: 3 clusters Score -1.680774e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334371 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -16808034.000000 Penalty: 1160.579346
	Iteration 208Q: 3 clusters Score -1.680803e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336595 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -16807676.000000 Penalty: 1160.579346
	Iteration 209Q: 3 clusters Score -1.680768e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338483 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -16807370.000000 Penalty: 1160.579346
	Iteration 210Q: 3 clusters Score -1.680737e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340073 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -16807028.000000 Penalty: 1160.579346
	Iteration 211Q: 3 clusters Score -1.680703e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341344 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -16806690.000000 Penalty: 1160.579346
	Iteration 212Q: 3 clusters Score -1.680669e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342343 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -16806564.000000 Penalty: 1160.579346
	Iteration 213Q: 3 clusters Score -1.680656e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343085 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -16806374.000000 Penalty: 1160.579346
	Iteration 214Q: 3 clusters Score -1.680637e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343665 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -16806200.000000 Penalty: 1160.579346
	Iteration 215Q: 3 clusters Score -1.68062e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344098 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16806154.000000 Penalty: 1160.579346
	Iteration 216Q: 3 clusters Score -1.680615e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344401 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16806140.000000 Penalty: 1160.579346
	Iteration 217Q: 3 clusters Score -1.680614e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344620 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16806076.000000 Penalty: 1160.579346
	Iteration 218Q: 3 clusters Score -1.680608e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344784 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16806022.000000 Penalty: 1160.579346
	Iteration 219Q: 3 clusters Score -1.680602e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344898 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16806026.000000 Penalty: 1160.579346
	Iteration 220F: 3 clusters Score -1.680603e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344985 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16806042.000000 Penalty: 1160.579346
	Iteration 221Q: 3 clusters Score -1.680604e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345058 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -16806006.000000 Penalty: 1160.579346
	Iteration 222Q: 3 clusters Score -1.680601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345116 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16805996.000000 Penalty: 1160.579346
	Iteration 223Q: 3 clusters Score -1.6806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345150 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16805992.000000 Penalty: 1160.579346
	Iteration 224Q: 3 clusters Score -1.680599e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345172 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16805998.000000 Penalty: 1160.579346
	Iteration 225Q: 3 clusters Score -1.6806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345199 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16806022.000000 Penalty: 1160.579346
	Iteration 226Q: 3 clusters Score -1.680602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345217 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16806012.000000 Penalty: 1160.579346
	Iteration 227Q: 3 clusters Score -1.680601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345234 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16806018.000000 Penalty: 1160.579346
	Iteration 228Q: 3 clusters Score -1.680602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345247 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16805996.000000 Penalty: 1160.579346
	Iteration 229Q: 3 clusters Score -1.6806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345263 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16805980.000000 Penalty: 1160.579346
	Iteration 230Q: 3 clusters Score -1.680598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345274 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16805980.000000 Penalty: 1160.579346
	Iteration 231Q: 3 clusters Score -1.680598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16805992.000000 Penalty: 1160.579346
	Iteration 232Q: 3 clusters Score -1.680599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345286 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16805984.000000 Penalty: 1160.579346
	Iteration 233Q: 3 clusters Score -1.680598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345290 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16805988.000000 Penalty: 1160.579346
	Iteration 234Q: 3 clusters Score -1.680599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345293 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16805986.000000 Penalty: 1160.579346
	Iteration 235Q: 3 clusters Score -1.680599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345301 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16805972.000000 Penalty: 1160.579346
	Iteration 236Q: 3 clusters Score -1.680597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345310 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -16805960.000000 Penalty: 1160.579346
	Iteration 237Q: 3 clusters Score -1.680596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16805974.000000 Penalty: 1160.579346
	Iteration 238Q: 3 clusters Score -1.680597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16805986.000000 Penalty: 1160.579346
	Iteration 239Q: 3 clusters Score -1.680599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16805988.000000 Penalty: 1160.579346
	Iteration 240F: 3 clusters Score -1.680599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345335 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16805994.000000 Penalty: 1160.579346
	Iteration 241Q: 3 clusters Score -1.680599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345347 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16805990.000000 Penalty: 1160.579346
	Iteration 242Q: 3 clusters Score -1.680599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16805970.000000 Penalty: 1160.579346
	Iteration 243Q: 3 clusters Score -1.680597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345370 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 1160.579346
	Iteration 244Q: 3 clusters Score -1.680597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 1160.579346
	Iteration 245Q: 3 clusters Score -1.680597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345377 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16805970.000000 Penalty: 1160.579346
	Iteration 246Q: 3 clusters Score -1.680597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16805964.000000 Penalty: 1160.579346
	Iteration 247Q: 3 clusters Score -1.680596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16805964.000000 Penalty: 1160.579346
	Iteration 248Q: 3 clusters Score -1.680596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 1160.579346
	Iteration 249Q: 3 clusters Score -1.680597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16805968.000000 Penalty: 1160.579346
	Iteration 250Q: 3 clusters Score -1.680597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345383 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16805972.000000 Penalty: 1160.579346
	Iteration 251Q: 3 clusters Score -1.680597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345383 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16805970.000000 Penalty: 1160.579346
	Iteration 252Q: 3 clusters Score -1.680597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16805968.000000 Penalty: 1160.579346
	Iteration 253Q: 3 clusters Score -1.680597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 1160.579346
	Iteration 254Q: 3 clusters Score -1.680597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16805966.000000 Penalty: 1160.579346
	Iteration 255F: 3 clusters Score -1.680597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Entering Unmasked Estep 
Score: -1224396.000000 Penalty: 458.341583
	Iteration 0F: 2 clusters Score -1224396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1208431.125000 Penalty: 916.683167
	Iteration 0F: 3 clusters Score -1208431 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1215045.875000 Penalty: 916.683167
	Iteration 1F: 3 clusters Score -1215046 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1215498.875000 Penalty: 916.683167
	Iteration 2F: 3 clusters Score -1215499 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1216215.375000 Penalty: 916.683167
	Iteration 3F: 3 clusters Score -1216215 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1217334.375000 Penalty: 916.683167
	Iteration 4F: 3 clusters Score -1217334 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1218989.625000 Penalty: 916.683167
	Iteration 5F: 3 clusters Score -1218990 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -1221058.750000 Penalty: 916.683167
	Iteration 6F: 3 clusters Score -1221059 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -1222797.625000 Penalty: 916.683167
	Iteration 7F: 3 clusters Score -1222798 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1223633.375000 Penalty: 916.683167
	Iteration 8Q: 3 clusters Score -1223633 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -1223914.750000 Penalty: 916.683167
	Iteration 9Q: 3 clusters Score -1223915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -1223964.000000 Penalty: 916.683167
	Iteration 10Q: 3 clusters Score -1223964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -1223989.250000 Penalty: 916.683167
	Iteration 11Q: 3 clusters Score -1223989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1224007.750000 Penalty: 916.683167
	Iteration 12Q: 3 clusters Score -1224008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1224013.250000 Penalty: 916.683167
	Iteration 13Q: 3 clusters Score -1224013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1224013.250000 Penalty: 916.683167
	Iteration 14F: 3 clusters Score -1224013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 64241 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345801 members 
Mstep: Class 28 contains 23705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295398.000000 Penalty: 16793.650391
Iteration 159Q: 29 clusters Score -2.52954e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 12154 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 18967 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 64231 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345780 members 
Mstep: Class 28 contains 23739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295458.000000 Penalty: 16793.650391
Iteration 160F: 29 clusters Score -2.529546e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3664 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 7780 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 12184 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 18962 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 64215 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345757 members 
Mstep: Class 28 contains 23768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295502.000000 Penalty: 16793.650391
Iteration 161Q: 29 clusters Score -2.52955e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 12217 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 18941 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 64201 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345739 members 
Mstep: Class 28 contains 23796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295532.000000 Penalty: 16793.650391
Iteration 162Q: 29 clusters Score -2.529553e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3656 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 7790 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 12242 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 2975 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 18923 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4575 members 
Mstep: Class 23 contains 64190 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345730 members 
Mstep: Class 28 contains 23825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295512.000000 Penalty: 16793.650391
Iteration 163Q: 29 clusters Score -2.529551e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3651 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7790 members 
Mstep: Class 9 contains 5540 members 
Mstep: Class 10 contains 12257 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 64185 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345727 members 
Mstep: Class 28 contains 23854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295474.000000 Penalty: 16793.650391
Iteration 164Q: 29 clusters Score -2.529547e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 18888 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 64176 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345730 members 
Mstep: Class 28 contains 23881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295504.000000 Penalty: 16793.650391
Iteration 165Q: 29 clusters Score -2.52955e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7792 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 2968 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 18872 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 64168 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345721 members 
Mstep: Class 28 contains 23904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295484.000000 Penalty: 16793.650391
Iteration 166Q: 29 clusters Score -2.529548e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7792 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 18854 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 64164 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345700 members 
Mstep: Class 28 contains 23931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295506.000000 Penalty: 16793.650391
Iteration 167Q: 29 clusters Score -2.529551e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7795 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 12322 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7797 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 18839 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4586 members 
Mstep: Class 23 contains 64165 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345672 members 
Mstep: Class 28 contains 23950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295516.000000 Penalty: 16793.650391
Iteration 168Q: 29 clusters Score -2.529552e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 5588 members 
Mstep: Class 10 contains 12340 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7786 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 18827 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4590 members 
Mstep: Class 23 contains 64164 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345635 members 
Mstep: Class 28 contains 23975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295546.000000 Penalty: 16793.650391
Iteration 169Q: 29 clusters Score -2.529555e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 12362 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7772 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 18814 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4593 members 
Mstep: Class 23 contains 64161 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345593 members 
Mstep: Class 28 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295604.000000 Penalty: 16793.650391
Iteration 170Q: 29 clusters Score -2.52956e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 12817 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 18795 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 64158 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345565 members 
Mstep: Class 28 contains 24044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295650.000000 Penalty: 16793.650391
Iteration 171Q: 29 clusters Score -2.529565e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 12403 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 18773 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4597 members 
Mstep: Class 23 contains 64154 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345548 members 
Mstep: Class 28 contains 24066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295666.000000 Penalty: 16793.650391
Iteration 172Q: 29 clusters Score -2.529567e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 12422 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 18748 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 64144 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345533 members 
Mstep: Class 28 contains 24088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295660.000000 Penalty: 16793.650391
Iteration 173Q: 29 clusters Score -2.529566e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 12439 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 64139 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345520 members 
Mstep: Class 28 contains 24093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295676.000000 Penalty: 16793.650391
Iteration 174Q: 29 clusters Score -2.529568e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5661 members 
Mstep: Class 10 contains 12463 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 12842 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7718 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 64136 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345493 members 
Mstep: Class 28 contains 24099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295682.000000 Penalty: 16793.650391
Iteration 175Q: 29 clusters Score -2.529568e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 18698 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 64139 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345449 members 
Mstep: Class 28 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295738.000000 Penalty: 16793.650391
Iteration 176Q: 29 clusters Score -2.529574e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5714 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2331 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7707 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 20 contains 18681 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 64139 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345414 members 
Mstep: Class 28 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295776.000000 Penalty: 16793.650391
Iteration 177Q: 29 clusters Score -2.529578e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 1172 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 12511 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7703 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 18656 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 64137 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345404 members 
Mstep: Class 28 contains 24132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295808.000000 Penalty: 16793.650391
Iteration 178Q: 29 clusters Score -2.529581e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 12528 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7695 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18637 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 64140 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345387 members 
Mstep: Class 28 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295824.000000 Penalty: 16793.650391
Iteration 179Q: 29 clusters Score -2.529582e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5767 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 12846 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 64142 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345369 members 
Mstep: Class 28 contains 24149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295858.000000 Penalty: 16793.650391
Iteration 180F: 29 clusters Score -2.529586e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 12554 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 12846 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7685 members 
Mstep: Class 19 contains 2771 members 
Mstep: Class 20 contains 18602 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4638 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345359 members 
Mstep: Class 28 contains 24150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295844.000000 Penalty: 16793.650391
Iteration 181Q: 29 clusters Score -2.529584e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7800 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 12562 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 18592 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 64139 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345359 members 
Mstep: Class 28 contains 24149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295836.000000 Penalty: 16793.650391
Iteration 182Q: 29 clusters Score -2.529584e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12570 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 2331 members 
Mstep: Class 14 contains 12850 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2396 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18578 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4642 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345351 members 
Mstep: Class 28 contains 24145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295840.000000 Penalty: 16793.650391
Iteration 183Q: 29 clusters Score -2.529584e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5823 members 
Mstep: Class 10 contains 12581 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 12856 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7673 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18573 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4647 members 
Mstep: Class 23 contains 64136 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345347 members 
Mstep: Class 28 contains 24144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295826.000000 Penalty: 16793.650391
Iteration 184Q: 29 clusters Score -2.529583e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3616 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 12592 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 12862 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7672 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4653 members 
Mstep: Class 23 contains 64135 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345350 members 
Mstep: Class 28 contains 24148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295830.000000 Penalty: 16793.650391
Iteration 185Q: 29 clusters Score -2.529583e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5834 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 12874 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7668 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18559 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4659 members 
Mstep: Class 23 contains 64136 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345330 members 
Mstep: Class 28 contains 24153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295820.000000 Penalty: 16793.650391
Iteration 186Q: 29 clusters Score -2.529582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 2826 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 12883 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2380 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7663 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18557 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4666 members 
Mstep: Class 23 contains 64135 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345316 members 
Mstep: Class 28 contains 24159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295808.000000 Penalty: 16793.650391
Iteration 187Q: 29 clusters Score -2.529581e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 12886 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18554 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 64137 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345308 members 
Mstep: Class 28 contains 24166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295796.000000 Penalty: 16793.650391
Iteration 188Q: 29 clusters Score -2.52958e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12628 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345309 members 
Mstep: Class 28 contains 24170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295826.000000 Penalty: 16793.650391
Iteration 189Q: 29 clusters Score -2.529583e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12632 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64137 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345308 members 
Mstep: Class 28 contains 24177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295806.000000 Penalty: 16793.650391
Iteration 190Q: 29 clusters Score -2.529581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12637 members 
Mstep: Class 11 contains 4653 members 
Mstep: Class 12 contains 2804 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 12904 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7646 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4677 members 
Mstep: Class 23 contains 64137 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345304 members 
Mstep: Class 28 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295822.000000 Penalty: 16793.650391
Iteration 191Q: 29 clusters Score -2.529582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3613 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 12644 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 12906 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 2774 members 
Mstep: Class 20 contains 18544 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 64137 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345300 members 
Mstep: Class 28 contains 24191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295780.000000 Penalty: 16793.650391
Iteration 192Q: 29 clusters Score -2.529578e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3613 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 12651 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 12908 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7637 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345298 members 
Mstep: Class 28 contains 24197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295796.000000 Penalty: 16793.650391
Iteration 193Q: 29 clusters Score -2.52958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5830 members 
Mstep: Class 10 contains 12661 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 12909 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 2767 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 64140 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345297 members 
Mstep: Class 28 contains 24202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295804.000000 Penalty: 16793.650391
Iteration 194Q: 29 clusters Score -2.52958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7624 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 64142 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345292 members 
Mstep: Class 28 contains 24209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295830.000000 Penalty: 16793.650391
Iteration 195Q: 29 clusters Score -2.529583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 12916 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7614 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4675 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345289 members 
Mstep: Class 28 contains 24215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295846.000000 Penalty: 16793.650391
Iteration 196Q: 29 clusters Score -2.529585e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64142 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345281 members 
Mstep: Class 28 contains 24215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295884.000000 Penalty: 16793.650391
Iteration 197Q: 29 clusters Score -2.529588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 64145 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345265 members 
Mstep: Class 28 contains 24220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295884.000000 Penalty: 16793.650391
Iteration 198Q: 29 clusters Score -2.529588e+07 nChanged 49
Entering ConstructFrom: 
Score: -25295884.000000 Penalty: 16793.650391
Entering ConstructFrom: 
Trying to split cluster 1 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -62715.515625 Penalty: 324.818451
	Iteration 0F: 2 clusters Score -62715.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61744.210938 Penalty: 649.636902
	Iteration 0F: 3 clusters Score -61744.21 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -62038.292969 Penalty: 649.636902
	Iteration 1F: 3 clusters Score -62038.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -62092.058594 Penalty: 649.636902
	Iteration 2F: 3 clusters Score -62092.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -62127.410156 Penalty: 649.636902
	Iteration 3Q: 3 clusters Score -62127.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -62158.171875 Penalty: 649.636902
	Iteration 4Q: 3 clusters Score -62158.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -62196.867188 Penalty: 649.636902
	Iteration 5Q: 3 clusters Score -62196.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -62237.683594 Penalty: 649.636902
	Iteration 6Q: 3 clusters Score -62237.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -62270.769531 Penalty: 649.636902
	Iteration 7Q: 3 clusters Score -62270.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -62300.476562 Penalty: 649.636902
	Iteration 8Q: 3 clusters Score -62300.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -62322.828125 Penalty: 649.636902
	Iteration 9Q: 3 clusters Score -62322.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -62334.273438 Penalty: 649.636902
	Iteration 10Q: 3 clusters Score -62334.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -62343.300781 Penalty: 649.636902
	Iteration 11Q: 3 clusters Score -62343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -62350.539062 Penalty: 649.636902
	Iteration 12Q: 3 clusters Score -62350.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -62367.777344 Penalty: 649.636902
	Iteration 13Q: 3 clusters Score -62367.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -62381.042969 Penalty: 649.636902
	Iteration 14Q: 3 clusters Score -62381.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -62392.722656 Penalty: 649.636902
	Iteration 15Q: 3 clusters Score -62392.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -62399.921875 Penalty: 649.636902
	Iteration 16Q: 3 clusters Score -62399.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -62406.367188 Penalty: 649.636902
	Iteration 17Q: 3 clusters Score -62406.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -62412.144531 Penalty: 649.636902
	Iteration 18Q: 3 clusters Score -62412.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -62416.351562 Penalty: 649.636902
	Iteration 19Q: 3 clusters Score -62416.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -62421.640625 Penalty: 649.636902
	Iteration 20F: 3 clusters Score -62421.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -62426.882812 Penalty: 649.636902
	Iteration 21Q: 3 clusters Score -62426.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -62428.925781 Penalty: 649.636902
	Iteration 22Q: 3 clusters Score -62428.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -62428.925781 Penalty: 649.636902
	Iteration 23F: 3 clusters Score -62428.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27147.205078 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -27147.21 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 298 members 
Entering Unmasked Estep 
Score: -26587.171875 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -26587.17 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26734.250000 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -26734.25 nChanged 52
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: -26774.375000 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -26774.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26790.216797 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -26790.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26801.982422 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -26801.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26812.419922 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -26812.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26818.076172 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -26818.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26822.486328 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -26822.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26824.160156 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -26824.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26826.755859 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -26826.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26833.726562 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -26833.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26840.146484 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -26840.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26843.121094 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -26843.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26844.755859 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -26844.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26847.107422 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -26847.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26847.949219 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -26847.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26848.580078 Penalty: 579.972107
	Iteration 16Q: 3 clusters Score -26848.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26848.580078 Penalty: 579.972107
	Iteration 17F: 3 clusters Score -26848.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -109686.484375 Penalty: 351.522614
	Iteration 0F: 2 clusters Score -109686.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -108088.023438 Penalty: 703.045227
	Iteration 0F: 3 clusters Score -108088 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -108669.273438 Penalty: 703.045227
	Iteration 1F: 3 clusters Score -108669.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -108788.445312 Penalty: 703.045227
	Iteration 2F: 3 clusters Score -108788.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -108886.671875 Penalty: 703.045227
	Iteration 3F: 3 clusters Score -108886.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -108978.085938 Penalty: 703.045227
	Iteration 4F: 3 clusters Score -108978.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -109072.289062 Penalty: 703.045227
	Iteration 5F: 3 clusters Score -109072.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -109139.578125 Penalty: 703.045227
	Iteration 6Q: 3 clusters Score -109139.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109187.695312 Penalty: 703.045227
	Iteration 7Q: 3 clusters Score -109187.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109248.585938 Penalty: 703.045227
	Iteration 8Q: 3 clusters Score -109248.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -109299.601562 Penalty: 703.045227
	Iteration 9Q: 3 clusters Score -109299.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109337.710938 Penalty: 703.045227
	Iteration 10Q: 3 clusters Score -109337.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -109354.242188 Penalty: 703.045227
	Iteration 11Q: 3 clusters Score -109354.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -109370.906250 Penalty: 703.045227
	Iteration 12Q: 3 clusters Score -109370.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109388.718750 Penalty: 703.045227
	Iteration 13Q: 3 clusters Score -109388.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -109406.218750 Penalty: 703.045227
	Iteration 14Q: 3 clusters Score -109406.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109414.984375 Penalty: 703.045227
	Iteration 15Q: 3 clusters Score -109415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109421.203125 Penalty: 703.045227
	Iteration 16Q: 3 clusters Score -109421.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109426.609375 Penalty: 703.045227
	Iteration 17Q: 3 clusters Score -109426.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109432.445312 Penalty: 703.045227
	Iteration 18Q: 3 clusters Score -109432.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109436.828125 Penalty: 703.045227
	Iteration 19Q: 3 clusters Score -109436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -109442.851562 Penalty: 703.045227
	Iteration 20F: 3 clusters Score -109442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109448.351562 Penalty: 703.045227
	Iteration 21Q: 3 clusters Score -109448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109451.687500 Penalty: 703.045227
	Iteration 22Q: 3 clusters Score -109451.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -109454.257812 Penalty: 703.045227
	Iteration 23Q: 3 clusters Score -109454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109457.187500 Penalty: 703.045227
	Iteration 24Q: 3 clusters Score -109457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -109458.085938 Penalty: 703.045227
	Iteration 25Q: 3 clusters Score -109458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -109458.726562 Penalty: 703.045227
	Iteration 26Q: 3 clusters Score -109458.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109459.000000 Penalty: 703.045227
	Iteration 27Q: 3 clusters Score -109459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109459.000000 Penalty: 703.045227
	Iteration 28F: 3 clusters Score -109459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38906.113281 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38906.11 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39071.355469 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39071.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39136.574219 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39136.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39226.257812 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39226.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39287.050781 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39287.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -39329.847656 Penalty: 613.494751
	Iteration 5F: 3 clusters Score -39329.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -39384.199219 Penalty: 613.494751
	Iteration 6F: 3 clusters Score -39384.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -39433.886719 Penalty: 613.494751
	Iteration 7F: 3 clusters Score -39433.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39476.738281 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39476.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39493.035156 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39493.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39509.816406 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39509.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -39519.484375 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39519.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39527.359375 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39527.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -39537.945312 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39537.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -39546.160156 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -39546.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39550.121094 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -39550.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39561.445312 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -39561.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -39579.066406 Penalty: 613.494751
	Iteration 17Q: 3 clusters Score -39579.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -39591.246094 Penalty: 613.494751
	Iteration 18Q: 3 clusters Score -39591.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -39606.605469 Penalty: 613.494751
	Iteration 19Q: 3 clusters Score -39606.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -39614.824219 Penalty: 613.494751
	Iteration 20F: 3 clusters Score -39614.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -39615.367188 Penalty: 613.494751
	Iteration 21Q: 3 clusters Score -39615.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -39616.968750 Penalty: 613.494751
	Iteration 22Q: 3 clusters Score -39616.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -39618.515625 Penalty: 613.494751
	Iteration 23Q: 3 clusters Score -39618.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -39618.855469 Penalty: 613.494751
	Iteration 24Q: 3 clusters Score -39618.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -39618.855469 Penalty: 613.494751
	Iteration 25F: 3 clusters Score -39618.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9817.689453 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9817.689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9868.020508 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9868.021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9905.760742 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9905.761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9925.825195 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -9925.825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9934.967773 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9934.968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9935.146484 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9935.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9935.528320 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -9935.528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9937.356445 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -9937.356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9942.291992 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -9942.292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9949.598633 Penalty: 498.358154
	Iteration 9Q: 3 clusters Score -9949.599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9959.322266 Penalty: 498.358154
	Iteration 10Q: 3 clusters Score -9959.322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9963.842773 Penalty: 498.358154
	Iteration 11Q: 3 clusters Score -9963.843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9969.543945 Penalty: 498.358154
	Iteration 12Q: 3 clusters Score -9969.544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9972.749023 Penalty: 498.358154
	Iteration 13Q: 3 clusters Score -9972.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9974.064453 Penalty: 498.358154
	Iteration 14Q: 3 clusters Score -9974.064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9975.074219 Penalty: 498.358154
	Iteration 15Q: 3 clusters Score -9975.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9976.800781 Penalty: 498.358154
	Iteration 16Q: 3 clusters Score -9976.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9978.614258 Penalty: 498.358154
	Iteration 17Q: 3 clusters Score -9978.614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9978.614258 Penalty: 498.358154
	Iteration 18F: 3 clusters Score -9978.614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -178214.281250 Penalty: 372.597992
	Iteration 0F: 2 clusters Score -178214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -175728.062500 Penalty: 745.195984
	Iteration 0F: 3 clusters Score -175728.1 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -176569.828125 Penalty: 745.195984
	Iteration 1F: 3 clusters Score -176569.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -176655.609375 Penalty: 745.195984
	Iteration 2F: 3 clusters Score -176655.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -176731.390625 Penalty: 745.195984
	Iteration 3Q: 3 clusters Score -176731.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -176811.328125 Penalty: 745.195984
	Iteration 4Q: 3 clusters Score -176811.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -176903.546875 Penalty: 745.195984
	Iteration 5Q: 3 clusters Score -176903.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -177026.437500 Penalty: 745.195984
	Iteration 6F: 3 clusters Score -177026.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -177175.828125 Penalty: 745.195984
	Iteration 7F: 3 clusters Score -177175.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -177300.187500 Penalty: 745.195984
	Iteration 8Q: 3 clusters Score -177300.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -177427.328125 Penalty: 745.195984
	Iteration 9Q: 3 clusters Score -177427.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -177544.187500 Penalty: 745.195984
	Iteration 10Q: 3 clusters Score -177544.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -177628.625000 Penalty: 745.195984
	Iteration 11Q: 3 clusters Score -177628.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -177696.703125 Penalty: 745.195984
	Iteration 12Q: 3 clusters Score -177696.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -177756.671875 Penalty: 745.195984
	Iteration 13Q: 3 clusters Score -177756.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -177792.890625 Penalty: 745.195984
	Iteration 14Q: 3 clusters Score -177792.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -177822.656250 Penalty: 745.195984
	Iteration 15Q: 3 clusters Score -177822.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -177844.625000 Penalty: 745.195984
	Iteration 16Q: 3 clusters Score -177844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -177852.093750 Penalty: 745.195984
	Iteration 17Q: 3 clusters Score -177852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -177856.296875 Penalty: 745.195984
	Iteration 18Q: 3 clusters Score -177856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -177857.515625 Penalty: 745.195984
	Iteration 19Q: 3 clusters Score -177857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -177860.953125 Penalty: 745.195984
	Iteration 20F: 3 clusters Score -177861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -177864.234375 Penalty: 745.195984
	Iteration 21Q: 3 clusters Score -177864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -177873.609375 Penalty: 745.195984
	Iteration 22Q: 3 clusters Score -177873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -177881.437500 Penalty: 745.195984
	Iteration 23Q: 3 clusters Score -177881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -177886.796875 Penalty: 745.195984
	Iteration 24Q: 3 clusters Score -177886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -177890.375000 Penalty: 745.195984
	Iteration 25Q: 3 clusters Score -177890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -177891.984375 Penalty: 745.195984
	Iteration 26Q: 3 clusters Score -177892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -177893.328125 Penalty: 745.195984
	Iteration 27Q: 3 clusters Score -177893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -177896.296875 Penalty: 745.195984
	Iteration 28Q: 3 clusters Score -177896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -177896.296875 Penalty: 745.195984
	Iteration 29F: 3 clusters Score -177896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -66135.531250 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -66135.53 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: -65193.843750 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -65193.84 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65467.742188 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -65467.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -65511.660156 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -65511.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65536.250000 Penalty: 643.203674
	Iteration 3Q: 3 clusters Score -65536.25 nChanged 33
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: -65550.296875 Penalty: 643.203674
	Iteration 4Q: 3 clusters Score -65550.3 nChanged 25
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: -65561.484375 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -65561.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65578.960938 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -65578.96 nChanged 30
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: -65599.914062 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -65599.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -65616.257812 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -65616.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65628.320312 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -65628.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -65639.164062 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -65639.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -65650.203125 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -65650.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -65655.750000 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -65655.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -65659.539062 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -65659.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -65664.851562 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -65664.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65671.390625 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -65671.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65678.390625 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -65678.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65682.601562 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -65682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65685.507812 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -65685.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -65688.156250 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -65688.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -65691.265625 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -65691.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -65693.351562 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -65693.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -65694.835938 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -65694.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65696.343750 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -65696.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65696.945312 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -65696.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -65698.820312 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -65698.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65700.054688 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -65700.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -65701.445312 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -65701.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65702.023438 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -65702.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65702.726562 Penalty: 643.203674
	Iteration 29Q: 3 clusters Score -65702.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65702.992188 Penalty: 643.203674
	Iteration 30Q: 3 clusters Score -65702.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65703.546875 Penalty: 643.203674
	Iteration 31Q: 3 clusters Score -65703.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65703.828125 Penalty: 643.203674
	Iteration 32Q: 3 clusters Score -65703.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65704.273438 Penalty: 643.203674
	Iteration 33Q: 3 clusters Score -65704.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -65705.367188 Penalty: 643.203674
	Iteration 34Q: 3 clusters Score -65705.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65706.687500 Penalty: 643.203674
	Iteration 35Q: 3 clusters Score -65706.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65707.171875 Penalty: 643.203674
	Iteration 36Q: 3 clusters Score -65707.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65707.171875 Penalty: 643.203674
	Iteration 37F: 3 clusters Score -65707.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Entering Unmasked Estep 
Score: -403280.218750 Penalty: 407.829620
	Iteration 0F: 2 clusters Score -403280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -398097.156250 Penalty: 815.659241
	Iteration 0F: 3 clusters Score -398097.2 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -400105.281250 Penalty: 815.659241
	Iteration 1F: 3 clusters Score -400105.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -400296.937500 Penalty: 815.659241
	Iteration 2F: 3 clusters Score -400296.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -400542.625000 Penalty: 815.659241
	Iteration 3F: 3 clusters Score -400542.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -400876.343750 Penalty: 815.659241
	Iteration 4F: 3 clusters Score -400876.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -401253.593750 Penalty: 815.659241
	Iteration 5F: 3 clusters Score -401253.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -401652.562500 Penalty: 815.659241
	Iteration 6F: 3 clusters Score -401652.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -402050.812500 Penalty: 815.659241
	Iteration 7F: 3 clusters Score -402050.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -402386.281250 Penalty: 815.659241
	Iteration 8Q: 3 clusters Score -402386.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -402623.093750 Penalty: 815.659241
	Iteration 9Q: 3 clusters Score -402623.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -402797.937500 Penalty: 815.659241
	Iteration 10Q: 3 clusters Score -402797.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -402922.875000 Penalty: 815.659241
	Iteration 11Q: 3 clusters Score -402922.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -402979.875000 Penalty: 815.659241
	Iteration 12Q: 3 clusters Score -402979.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -403003.062500 Penalty: 815.659241
	Iteration 13Q: 3 clusters Score -403003.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -403018.406250 Penalty: 815.659241
	Iteration 14Q: 3 clusters Score -403018.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -403025.562500 Penalty: 815.659241
	Iteration 15Q: 3 clusters Score -403025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -403030.781250 Penalty: 815.659241
	Iteration 16Q: 3 clusters Score -403030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -403032.937500 Penalty: 815.659241
	Iteration 17Q: 3 clusters Score -403032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -403035.125000 Penalty: 815.659241
	Iteration 18Q: 3 clusters Score -403035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -403037.812500 Penalty: 815.659241
	Iteration 19Q: 3 clusters Score -403037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -403040.062500 Penalty: 815.659241
	Iteration 20F: 3 clusters Score -403040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -403043.093750 Penalty: 815.659241
	Iteration 21Q: 3 clusters Score -403043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -403044.375000 Penalty: 815.659241
	Iteration 22Q: 3 clusters Score -403044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -403046.937500 Penalty: 815.659241
	Iteration 23Q: 3 clusters Score -403046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -403048.687500 Penalty: 815.659241
	Iteration 24Q: 3 clusters Score -403048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -403052.875000 Penalty: 815.659241
	Iteration 25Q: 3 clusters Score -403052.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -403056.500000 Penalty: 815.659241
	Iteration 26Q: 3 clusters Score -403056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -403058.750000 Penalty: 815.659241
	Iteration 27Q: 3 clusters Score -403058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -403059.562500 Penalty: 815.659241
	Iteration 28Q: 3 clusters Score -403059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -403060.218750 Penalty: 815.659241
	Iteration 29Q: 3 clusters Score -403060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -403060.218750 Penalty: 815.659241
	Iteration 30F: 3 clusters Score -403060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -317104.812500 Penalty: 394.574738
	Iteration 0F: 2 clusters Score -317104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -313109.125000 Penalty: 789.149475
	Iteration 0F: 3 clusters Score -313109.1 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -314577.187500 Penalty: 789.149475
	Iteration 1F: 3 clusters Score -314577.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -314691.500000 Penalty: 789.149475
	Iteration 2F: 3 clusters Score -314691.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -314800.718750 Penalty: 789.149475
	Iteration 3Q: 3 clusters Score -314800.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -314938.812500 Penalty: 789.149475
	Iteration 4Q: 3 clusters Score -314938.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -315134.000000 Penalty: 789.149475
	Iteration 5F: 3 clusters Score -315134 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -315408.468750 Penalty: 789.149475
	Iteration 6F: 3 clusters Score -315408.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -315756.937500 Penalty: 789.149475
	Iteration 7F: 3 clusters Score -315756.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -316112.406250 Penalty: 789.149475
	Iteration 8F: 3 clusters Score -316112.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -316353.687500 Penalty: 789.149475
	Iteration 9Q: 3 clusters Score -316353.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -316501.343750 Penalty: 789.149475
	Iteration 10Q: 3 clusters Score -316501.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -316585.875000 Penalty: 789.149475
	Iteration 11Q: 3 clusters Score -316585.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -316640.125000 Penalty: 789.149475
	Iteration 12Q: 3 clusters Score -316640.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -316674.937500 Penalty: 789.149475
	Iteration 13Q: 3 clusters Score -316674.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -316708.593750 Penalty: 789.149475
	Iteration 14Q: 3 clusters Score -316708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -316724.843750 Penalty: 789.149475
	Iteration 15Q: 3 clusters Score -316724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -316733.500000 Penalty: 789.149475
	Iteration 16Q: 3 clusters Score -316733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -316736.593750 Penalty: 789.149475
	Iteration 17Q: 3 clusters Score -316736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -316739.968750 Penalty: 789.149475
	Iteration 18Q: 3 clusters Score -316740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -316743.656250 Penalty: 789.149475
	Iteration 19Q: 3 clusters Score -316743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -316744.406250 Penalty: 789.149475
	Iteration 20F: 3 clusters Score -316744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -316746.062500 Penalty: 789.149475
	Iteration 21Q: 3 clusters Score -316746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -316747.843750 Penalty: 789.149475
	Iteration 22Q: 3 clusters Score -316747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -316750.031250 Penalty: 789.149475
	Iteration 23Q: 3 clusters Score -316750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -316750.968750 Penalty: 789.149475
	Iteration 24Q: 3 clusters Score -316751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -316750.968750 Penalty: 789.149475
	Iteration 25F: 3 clusters Score -316751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Entering Unmasked Estep 
Score: -659884.375000 Penalty: 429.988739
	Iteration 0F: 2 clusters Score -659884.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -651380.250000 Penalty: 859.977478
	Iteration 0F: 3 clusters Score -651380.2 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -654790.812500 Penalty: 859.977478
	Iteration 1F: 3 clusters Score -654790.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -654957.312500 Penalty: 859.977478
	Iteration 2Q: 3 clusters Score -654957.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -655138.750000 Penalty: 859.977478
	Iteration 3Q: 3 clusters Score -655138.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -655333.437500 Penalty: 859.977478
	Iteration 4Q: 3 clusters Score -655333.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -655571.562500 Penalty: 859.977478
	Iteration 5Q: 3 clusters Score -655571.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -655899.062500 Penalty: 859.977478
	Iteration 6Q: 3 clusters Score -655899.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -656389.875000 Penalty: 859.977478
	Iteration 7F: 3 clusters Score -656389.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -657062.000000 Penalty: 859.977478
	Iteration 8F: 3 clusters Score -657062 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -657615.187500 Penalty: 859.977478
	Iteration 9F: 3 clusters Score -657615.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -657914.500000 Penalty: 859.977478
	Iteration 10Q: 3 clusters Score -657914.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -658067.375000 Penalty: 859.977478
	Iteration 11Q: 3 clusters Score -658067.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -658178.500000 Penalty: 859.977478
	Iteration 12Q: 3 clusters Score -658178.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -658289.125000 Penalty: 859.977478
	Iteration 13Q: 3 clusters Score -658289.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -658386.750000 Penalty: 859.977478
	Iteration 14Q: 3 clusters Score -658386.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -658482.375000 Penalty: 859.977478
	Iteration 15Q: 3 clusters Score -658482.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -658562.187500 Penalty: 859.977478
	Iteration 16Q: 3 clusters Score -658562.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -658624.875000 Penalty: 859.977478
	Iteration 17Q: 3 clusters Score -658624.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -658699.625000 Penalty: 859.977478
	Iteration 18Q: 3 clusters Score -658699.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -658760.062500 Penalty: 859.977478
	Iteration 19Q: 3 clusters Score -658760.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -658810.750000 Penalty: 859.977478
	Iteration 20F: 3 clusters Score -658810.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -658867.125000 Penalty: 859.977478
	Iteration 21Q: 3 clusters Score -658867.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -658925.625000 Penalty: 859.977478
	Iteration 22Q: 3 clusters Score -658925.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -658974.125000 Penalty: 859.977478
	Iteration 23Q: 3 clusters Score -658974.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -659017.125000 Penalty: 859.977478
	Iteration 24Q: 3 clusters Score -659017.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -659068.062500 Penalty: 859.977478
	Iteration 25Q: 3 clusters Score -659068.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -659104.375000 Penalty: 859.977478
	Iteration 26Q: 3 clusters Score -659104.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -659140.750000 Penalty: 859.977478
	Iteration 27Q: 3 clusters Score -659140.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -659174.875000 Penalty: 859.977478
	Iteration 28Q: 3 clusters Score -659174.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -659198.625000 Penalty: 859.977478
	Iteration 29Q: 3 clusters Score -659198.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -659216.187500 Penalty: 859.977478
	Iteration 30Q: 3 clusters Score -659216.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -659233.187500 Penalty: 859.977478
	Iteration 31Q: 3 clusters Score -659233.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -659249.625000 Penalty: 859.977478
	Iteration 32Q: 3 clusters Score -659249.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -659264.750000 Penalty: 859.977478
	Iteration 33Q: 3 clusters Score -659264.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -659284.125000 Penalty: 859.977478
	Iteration 34Q: 3 clusters Score -659284.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -659305.375000 Penalty: 859.977478
	Iteration 35Q: 3 clusters Score -659305.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -659323.250000 Penalty: 859.977478
	Iteration 36Q: 3 clusters Score -659323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -659340.875000 Penalty: 859.977478
	Iteration 37Q: 3 clusters Score -659340.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -659358.562500 Penalty: 859.977478
	Iteration 38Q: 3 clusters Score -659358.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -659370.312500 Penalty: 859.977478
	Iteration 39Q: 3 clusters Score -659370.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -659376.562500 Penalty: 859.977478
	Iteration 40F: 3 clusters Score -659376.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -659387.687500 Penalty: 859.977478
	Iteration 41Q: 3 clusters Score -659387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -659400.625000 Penalty: 859.977478
	Iteration 42Q: 3 clusters Score -659400.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -659414.687500 Penalty: 859.977478
	Iteration 43Q: 3 clusters Score -659414.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -659433.562500 Penalty: 859.977478
	Iteration 44Q: 3 clusters Score -659433.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -659448.000000 Penalty: 859.977478
	Iteration 45Q: 3 clusters Score -659448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -659465.125000 Penalty: 859.977478
	Iteration 46Q: 3 clusters Score -659465.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -659472.062500 Penalty: 859.977478
	Iteration 47Q: 3 clusters Score -659472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -659477.437500 Penalty: 859.977478
	Iteration 48Q: 3 clusters Score -659477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -659482.125000 Penalty: 859.977478
	Iteration 49Q: 3 clusters Score -659482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -659486.937500 Penalty: 859.977478
	Iteration 50Q: 3 clusters Score -659486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -659489.687500 Penalty: 859.977478
	Iteration 51Q: 3 clusters Score -659489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -659492.375000 Penalty: 859.977478
	Iteration 52Q: 3 clusters Score -659492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -659497.937500 Penalty: 859.977478
	Iteration 53Q: 3 clusters Score -659497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -659500.625000 Penalty: 859.977478
	Iteration 54Q: 3 clusters Score -659500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -659503.062500 Penalty: 859.977478
	Iteration 55Q: 3 clusters Score -659503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -659504.250000 Penalty: 859.977478
	Iteration 56Q: 3 clusters Score -659504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -659506.250000 Penalty: 859.977478
	Iteration 57Q: 3 clusters Score -659506.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -659507.750000 Penalty: 859.977478
	Iteration 58Q: 3 clusters Score -659507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -659510.375000 Penalty: 859.977478
	Iteration 59Q: 3 clusters Score -659510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -659511.125000 Penalty: 859.977478
	Iteration 60F: 3 clusters Score -659511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -659515.250000 Penalty: 859.977478
	Iteration 61Q: 3 clusters Score -659515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -659515.625000 Penalty: 859.977478
	Iteration 62Q: 3 clusters Score -659515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -659516.625000 Penalty: 859.977478
	Iteration 63Q: 3 clusters Score -659516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -659517.437500 Penalty: 859.977478
	Iteration 64Q: 3 clusters Score -659517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -659518.187500 Penalty: 859.977478
	Iteration 65Q: 3 clusters Score -659518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -659520.875000 Penalty: 859.977478
	Iteration 66Q: 3 clusters Score -659520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -659524.062500 Penalty: 859.977478
	Iteration 67Q: 3 clusters Score -659524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -659526.062500 Penalty: 859.977478
	Iteration 68Q: 3 clusters Score -659526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -659526.625000 Penalty: 859.977478
	Iteration 69Q: 3 clusters Score -659526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -659526.625000 Penalty: 859.977478
	Iteration 70Q: 3 clusters Score -659526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -659527.187500 Penalty: 859.977478
	Iteration 71Q: 3 clusters Score -659527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -659527.187500 Penalty: 859.977478
	Iteration 72Q: 3 clusters Score -659527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -659526.437500 Penalty: 859.977478
	Iteration 73Q: 3 clusters Score -659526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -659526.437500 Penalty: 859.977478
	Iteration 74F: 3 clusters Score -659526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -218283.687500 Penalty: 384.318298
	Iteration 0F: 2 clusters Score -218283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -215135.812500 Penalty: 768.636597
	Iteration 0F: 3 clusters Score -215135.8 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -216439.343750 Penalty: 768.636597
	Iteration 1F: 3 clusters Score -216439.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -216675.375000 Penalty: 768.636597
	Iteration 2F: 3 clusters Score -216675.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -216985.031250 Penalty: 768.636597
	Iteration 3F: 3 clusters Score -216985 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -217320.468750 Penalty: 768.636597
	Iteration 4F: 3 clusters Score -217320.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -217612.125000 Penalty: 768.636597
	Iteration 5F: 3 clusters Score -217612.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -217856.640625 Penalty: 768.636597
	Iteration 6Q: 3 clusters Score -217856.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -217987.296875 Penalty: 768.636597
	Iteration 7Q: 3 clusters Score -217987.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -218050.125000 Penalty: 768.636597
	Iteration 8Q: 3 clusters Score -218050.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -218067.250000 Penalty: 768.636597
	Iteration 9Q: 3 clusters Score -218067.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -218073.671875 Penalty: 768.636597
	Iteration 10Q: 3 clusters Score -218073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -218075.640625 Penalty: 768.636597
	Iteration 11Q: 3 clusters Score -218075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -218076.812500 Penalty: 768.636597
	Iteration 12Q: 3 clusters Score -218076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -218077.281250 Penalty: 768.636597
	Iteration 13Q: 3 clusters Score -218077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -218078.093750 Penalty: 768.636597
	Iteration 14Q: 3 clusters Score -218078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -218079.000000 Penalty: 768.636597
	Iteration 15Q: 3 clusters Score -218079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -218079.218750 Penalty: 768.636597
	Iteration 16Q: 3 clusters Score -218079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -218079.093750 Penalty: 768.636597
	Iteration 17Q: 3 clusters Score -218079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -218079.250000 Penalty: 768.636597
	Iteration 18Q: 3 clusters Score -218079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -218079.281250 Penalty: 768.636597
	Iteration 19Q: 3 clusters Score -218079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -218080.109375 Penalty: 768.636597
	Iteration 20F: 3 clusters Score -218080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -218079.687500 Penalty: 768.636597
	Iteration 21Q: 3 clusters Score -218079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -218079.859375 Penalty: 768.636597
	Iteration 22Q: 3 clusters Score -218079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -218080.296875 Penalty: 768.636597
	Iteration 23Q: 3 clusters Score -218080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -218080.234375 Penalty: 768.636597
	Iteration 24Q: 3 clusters Score -218080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -218080.125000 Penalty: 768.636597
	Iteration 25Q: 3 clusters Score -218080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -218080.703125 Penalty: 768.636597
	Iteration 26Q: 3 clusters Score -218080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -218080.750000 Penalty: 768.636597
	Iteration 27Q: 3 clusters Score -218080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -218080.859375 Penalty: 768.636597
	Iteration 28Q: 3 clusters Score -218080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -218081.015625 Penalty: 768.636597
	Iteration 29Q: 3 clusters Score -218081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -218081.359375 Penalty: 768.636597
	Iteration 30Q: 3 clusters Score -218081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -218081.359375 Penalty: 768.636597
	Iteration 31F: 3 clusters Score -218081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -121583.617188 Penalty: 361.166809
	Iteration 0F: 2 clusters Score -121583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -119611.750000 Penalty: 722.333618
	Iteration 0F: 3 clusters Score -119611.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -120302.468750 Penalty: 722.333618
	Iteration 1F: 3 clusters Score -120302.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -120418.804688 Penalty: 722.333618
	Iteration 2F: 3 clusters Score -120418.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -120522.140625 Penalty: 722.333618
	Iteration 3F: 3 clusters Score -120522.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -120644.265625 Penalty: 722.333618
	Iteration 4F: 3 clusters Score -120644.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -120757.359375 Penalty: 722.333618
	Iteration 5F: 3 clusters Score -120757.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -120855.343750 Penalty: 722.333618
	Iteration 6Q: 3 clusters Score -120855.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -120936.062500 Penalty: 722.333618
	Iteration 7Q: 3 clusters Score -120936.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -121016.421875 Penalty: 722.333618
	Iteration 8Q: 3 clusters Score -121016.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121092.250000 Penalty: 722.333618
	Iteration 9Q: 3 clusters Score -121092.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121155.179688 Penalty: 722.333618
	Iteration 10Q: 3 clusters Score -121155.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121199.640625 Penalty: 722.333618
	Iteration 11Q: 3 clusters Score -121199.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121232.773438 Penalty: 722.333618
	Iteration 12Q: 3 clusters Score -121232.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121270.171875 Penalty: 722.333618
	Iteration 13Q: 3 clusters Score -121270.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121309.843750 Penalty: 722.333618
	Iteration 14Q: 3 clusters Score -121309.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121339.546875 Penalty: 722.333618
	Iteration 15Q: 3 clusters Score -121339.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121368.546875 Penalty: 722.333618
	Iteration 16Q: 3 clusters Score -121368.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121393.820312 Penalty: 722.333618
	Iteration 17Q: 3 clusters Score -121393.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121411.789062 Penalty: 722.333618
	Iteration 18Q: 3 clusters Score -121411.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -121417.867188 Penalty: 722.333618
	Iteration 19Q: 3 clusters Score -121417.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121426.718750 Penalty: 722.333618
	Iteration 20F: 3 clusters Score -121426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121437.546875 Penalty: 722.333618
	Iteration 21Q: 3 clusters Score -121437.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -121442.484375 Penalty: 722.333618
	Iteration 22Q: 3 clusters Score -121442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121447.601562 Penalty: 722.333618
	Iteration 23Q: 3 clusters Score -121447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121450.679688 Penalty: 722.333618
	Iteration 24Q: 3 clusters Score -121450.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121453.132812 Penalty: 722.333618
	Iteration 25Q: 3 clusters Score -121453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121455.312500 Penalty: 722.333618
	Iteration 26Q: 3 clusters Score -121455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121455.929688 Penalty: 722.333618
	Iteration 27Q: 3 clusters Score -121455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121456.851562 Penalty: 722.333618
	Iteration 28Q: 3 clusters Score -121456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -121457.390625 Penalty: 722.333618
	Iteration 29Q: 3 clusters Score -121457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -121457.429688 Penalty: 722.333618
	Iteration 30Q: 3 clusters Score -121457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121457.570312 Penalty: 722.333618
	Iteration 31Q: 3 clusters Score -121457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -121458.296875 Penalty: 722.333618
	Iteration 32Q: 3 clusters Score -121458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121458.460938 Penalty: 722.333618
	Iteration 33Q: 3 clusters Score -121458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121458.460938 Penalty: 722.333618
	Iteration 34F: 3 clusters Score -121458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -117474.351562 Penalty: 352.121033
	Iteration 0F: 2 clusters Score -117474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -115843.156250 Penalty: 704.242065
	Iteration 0F: 3 clusters Score -115843.2 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -116365.906250 Penalty: 704.242065
	Iteration 1F: 3 clusters Score -116365.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -116428.664062 Penalty: 704.242065
	Iteration 2F: 3 clusters Score -116428.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -116484.890625 Penalty: 704.242065
	Iteration 3F: 3 clusters Score -116484.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -116545.789062 Penalty: 704.242065
	Iteration 4Q: 3 clusters Score -116545.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -116625.390625 Penalty: 704.242065
	Iteration 5Q: 3 clusters Score -116625.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -116707.507812 Penalty: 704.242065
	Iteration 6Q: 3 clusters Score -116707.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -116780.781250 Penalty: 704.242065
	Iteration 7Q: 3 clusters Score -116780.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -116861.492188 Penalty: 704.242065
	Iteration 8Q: 3 clusters Score -116861.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -116928.882812 Penalty: 704.242065
	Iteration 9Q: 3 clusters Score -116928.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -116969.640625 Penalty: 704.242065
	Iteration 10Q: 3 clusters Score -116969.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -116990.265625 Penalty: 704.242065
	Iteration 11Q: 3 clusters Score -116990.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -117009.156250 Penalty: 704.242065
	Iteration 12Q: 3 clusters Score -117009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -117031.328125 Penalty: 704.242065
	Iteration 13Q: 3 clusters Score -117031.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -117053.781250 Penalty: 704.242065
	Iteration 14Q: 3 clusters Score -117053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -117067.265625 Penalty: 704.242065
	Iteration 15Q: 3 clusters Score -117067.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -117078.039062 Penalty: 704.242065
	Iteration 16Q: 3 clusters Score -117078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -117089.859375 Penalty: 704.242065
	Iteration 17Q: 3 clusters Score -117089.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -117101.921875 Penalty: 704.242065
	Iteration 18Q: 3 clusters Score -117101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -117121.117188 Penalty: 704.242065
	Iteration 19Q: 3 clusters Score -117121.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -117144.281250 Penalty: 704.242065
	Iteration 20F: 3 clusters Score -117144.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -117157.242188 Penalty: 704.242065
	Iteration 21Q: 3 clusters Score -117157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -117168.296875 Penalty: 704.242065
	Iteration 22Q: 3 clusters Score -117168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -117177.953125 Penalty: 704.242065
	Iteration 23Q: 3 clusters Score -117178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -117183.390625 Penalty: 704.242065
	Iteration 24Q: 3 clusters Score -117183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -117187.500000 Penalty: 704.242065
	Iteration 25Q: 3 clusters Score -117187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -117189.453125 Penalty: 704.242065
	Iteration 26Q: 3 clusters Score -117189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -117190.132812 Penalty: 704.242065
	Iteration 27Q: 3 clusters Score -117190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -117190.132812 Penalty: 704.242065
	Iteration 28F: 3 clusters Score -117190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -620709.562500 Penalty: 430.723694
	Iteration 0F: 2 clusters Score -620709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -612098.500000 Penalty: 861.447388
	Iteration 0F: 3 clusters Score -612098.5 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -615473.125000 Penalty: 861.447388
	Iteration 1F: 3 clusters Score -615473.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -615722.125000 Penalty: 861.447388
	Iteration 2F: 3 clusters Score -615722.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -616132.625000 Penalty: 861.447388
	Iteration 3F: 3 clusters Score -616132.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -616790.187500 Penalty: 861.447388
	Iteration 4F: 3 clusters Score -616790.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -617744.437500 Penalty: 861.447388
	Iteration 5F: 3 clusters Score -617744.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -619036.062500 Penalty: 861.447388
	Iteration 6F: 3 clusters Score -619036.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -619823.812500 Penalty: 861.447388
	Iteration 7F: 3 clusters Score -619823.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -620030.625000 Penalty: 861.447388
	Iteration 8Q: 3 clusters Score -620030.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -620121.625000 Penalty: 861.447388
	Iteration 9Q: 3 clusters Score -620121.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -620173.062500 Penalty: 861.447388
	Iteration 10Q: 3 clusters Score -620173.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -620212.687500 Penalty: 861.447388
	Iteration 11Q: 3 clusters Score -620212.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -620237.375000 Penalty: 861.447388
	Iteration 12Q: 3 clusters Score -620237.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -620253.500000 Penalty: 861.447388
	Iteration 13Q: 3 clusters Score -620253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -620261.812500 Penalty: 861.447388
	Iteration 14Q: 3 clusters Score -620261.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -620270.875000 Penalty: 861.447388
	Iteration 15Q: 3 clusters Score -620270.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -620274.375000 Penalty: 861.447388
	Iteration 16Q: 3 clusters Score -620274.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -620276.250000 Penalty: 861.447388
	Iteration 17Q: 3 clusters Score -620276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -620277.312500 Penalty: 861.447388
	Iteration 18Q: 3 clusters Score -620277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -620278.250000 Penalty: 861.447388
	Iteration 19Q: 3 clusters Score -620278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -620278.250000 Penalty: 861.447388
	Iteration 20F: 3 clusters Score -620278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -620279.250000 Penalty: 861.447388
	Iteration 21Q: 3 clusters Score -620279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -620279.312500 Penalty: 861.447388
	Iteration 22Q: 3 clusters Score -620279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -620280.062500 Penalty: 861.447388
	Iteration 23Q: 3 clusters Score -620280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -620278.937500 Penalty: 861.447388
	Iteration 24Q: 3 clusters Score -620278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -620278.937500 Penalty: 861.447388
	Iteration 25F: 3 clusters Score -620278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5698.909668 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5698.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5723.401855 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5723.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5725.914062 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -5725.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5731.348145 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5731.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5736.180176 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5736.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5739.973145 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5739.973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5739.973145 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -5739.973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -110293.976562 Penalty: 353.101257
	Iteration 0F: 2 clusters Score -110294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -108590.250000 Penalty: 706.202515
	Iteration 0F: 3 clusters Score -108590.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -109116.062500 Penalty: 706.202515
	Iteration 1F: 3 clusters Score -109116.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109200.187500 Penalty: 706.202515
	Iteration 2F: 3 clusters Score -109200.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -109278.171875 Penalty: 706.202515
	Iteration 3F: 3 clusters Score -109278.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -109352.546875 Penalty: 706.202515
	Iteration 4Q: 3 clusters Score -109352.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -109439.570312 Penalty: 706.202515
	Iteration 5Q: 3 clusters Score -109439.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109520.367188 Penalty: 706.202515
	Iteration 6Q: 3 clusters Score -109520.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109604.492188 Penalty: 706.202515
	Iteration 7Q: 3 clusters Score -109604.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -109682.265625 Penalty: 706.202515
	Iteration 8Q: 3 clusters Score -109682.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -109740.226562 Penalty: 706.202515
	Iteration 9Q: 3 clusters Score -109740.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109787.640625 Penalty: 706.202515
	Iteration 10Q: 3 clusters Score -109787.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -109816.570312 Penalty: 706.202515
	Iteration 11Q: 3 clusters Score -109816.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -109838.648438 Penalty: 706.202515
	Iteration 12Q: 3 clusters Score -109838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -109852.585938 Penalty: 706.202515
	Iteration 13Q: 3 clusters Score -109852.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -109863.312500 Penalty: 706.202515
	Iteration 14Q: 3 clusters Score -109863.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109877.335938 Penalty: 706.202515
	Iteration 15Q: 3 clusters Score -109877.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -109889.093750 Penalty: 706.202515
	Iteration 16Q: 3 clusters Score -109889.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109907.804688 Penalty: 706.202515
	Iteration 17Q: 3 clusters Score -109907.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -109920.984375 Penalty: 706.202515
	Iteration 18Q: 3 clusters Score -109921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -109930.109375 Penalty: 706.202515
	Iteration 19Q: 3 clusters Score -109930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -109940.234375 Penalty: 706.202515
	Iteration 20F: 3 clusters Score -109940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109945.218750 Penalty: 706.202515
	Iteration 21Q: 3 clusters Score -109945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -109949.773438 Penalty: 706.202515
	Iteration 22Q: 3 clusters Score -109949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109954.437500 Penalty: 706.202515
	Iteration 23Q: 3 clusters Score -109954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -109960.085938 Penalty: 706.202515
	Iteration 24Q: 3 clusters Score -109960.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109965.273438 Penalty: 706.202515
	Iteration 25Q: 3 clusters Score -109965.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -109970.968750 Penalty: 706.202515
	Iteration 26Q: 3 clusters Score -109971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109975.226562 Penalty: 706.202515
	Iteration 27Q: 3 clusters Score -109975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109978.437500 Penalty: 706.202515
	Iteration 28Q: 3 clusters Score -109978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109982.531250 Penalty: 706.202515
	Iteration 29Q: 3 clusters Score -109982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109985.585938 Penalty: 706.202515
	Iteration 30Q: 3 clusters Score -109985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109986.859375 Penalty: 706.202515
	Iteration 31Q: 3 clusters Score -109986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -109987.195312 Penalty: 706.202515
	Iteration 32Q: 3 clusters Score -109987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109987.773438 Penalty: 706.202515
	Iteration 33Q: 3 clusters Score -109987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109987.718750 Penalty: 706.202515
	Iteration 34Q: 3 clusters Score -109987.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109987.718750 Penalty: 706.202515
	Iteration 35F: 3 clusters Score -109987.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8855.190430 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8855.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8569.614258 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8569.614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8646.629883 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8646.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8664.208008 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8664.208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8673.067383 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -8673.067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8682.450195 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8682.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8695.307617 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8695.308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8705.357422 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -8705.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8706.805664 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -8706.806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8706.805664 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -8706.806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -364788.656250 Penalty: 406.601562
	Iteration 0F: 2 clusters Score -364788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -359720.062500 Penalty: 813.203125
	Iteration 0F: 3 clusters Score -359720.1 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -361649.187500 Penalty: 813.203125
	Iteration 1F: 3 clusters Score -361649.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -361844.062500 Penalty: 813.203125
	Iteration 2F: 3 clusters Score -361844.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -362117.750000 Penalty: 813.203125
	Iteration 3F: 3 clusters Score -362117.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -362510.406250 Penalty: 813.203125
	Iteration 4F: 3 clusters Score -362510.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -363045.750000 Penalty: 813.203125
	Iteration 5F: 3 clusters Score -363045.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -363546.218750 Penalty: 813.203125
	Iteration 6F: 3 clusters Score -363546.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -363852.562500 Penalty: 813.203125
	Iteration 7Q: 3 clusters Score -363852.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -364020.281250 Penalty: 813.203125
	Iteration 8Q: 3 clusters Score -364020.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -364131.781250 Penalty: 813.203125
	Iteration 9Q: 3 clusters Score -364131.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -364226.250000 Penalty: 813.203125
	Iteration 10Q: 3 clusters Score -364226.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -364284.031250 Penalty: 813.203125
	Iteration 11Q: 3 clusters Score -364284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -364325.562500 Penalty: 813.203125
	Iteration 12Q: 3 clusters Score -364325.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -364358.218750 Penalty: 813.203125
	Iteration 13Q: 3 clusters Score -364358.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -364377.500000 Penalty: 813.203125
	Iteration 14Q: 3 clusters Score -364377.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -364389.031250 Penalty: 813.203125
	Iteration 15Q: 3 clusters Score -364389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -364397.625000 Penalty: 813.203125
	Iteration 16Q: 3 clusters Score -364397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -364408.343750 Penalty: 813.203125
	Iteration 17Q: 3 clusters Score -364408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -364414.468750 Penalty: 813.203125
	Iteration 18Q: 3 clusters Score -364414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -364420.125000 Penalty: 813.203125
	Iteration 19Q: 3 clusters Score -364420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -364425.125000 Penalty: 813.203125
	Iteration 20F: 3 clusters Score -364425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -364427.875000 Penalty: 813.203125
	Iteration 21Q: 3 clusters Score -364427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -364429.468750 Penalty: 813.203125
	Iteration 22Q: 3 clusters Score -364429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -364431.000000 Penalty: 813.203125
	Iteration 23Q: 3 clusters Score -364431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -364432.687500 Penalty: 813.203125
	Iteration 24Q: 3 clusters Score -364432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -364436.218750 Penalty: 813.203125
	Iteration 25Q: 3 clusters Score -364436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -364436.218750 Penalty: 813.203125
	Iteration 26F: 3 clusters Score -364436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -141052.734375 Penalty: 360.264465
	Iteration 0F: 2 clusters Score -141052.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -139169.781250 Penalty: 720.528931
	Iteration 0F: 3 clusters Score -139169.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -139840.000000 Penalty: 720.528931
	Iteration 1F: 3 clusters Score -139840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140001.718750 Penalty: 720.528931
	Iteration 2F: 3 clusters Score -140001.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -140152.687500 Penalty: 720.528931
	Iteration 3F: 3 clusters Score -140152.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -140289.218750 Penalty: 720.528931
	Iteration 4F: 3 clusters Score -140289.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -140386.375000 Penalty: 720.528931
	Iteration 5F: 3 clusters Score -140386.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -140467.765625 Penalty: 720.528931
	Iteration 6F: 3 clusters Score -140467.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -140551.343750 Penalty: 720.528931
	Iteration 7Q: 3 clusters Score -140551.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -140612.328125 Penalty: 720.528931
	Iteration 8Q: 3 clusters Score -140612.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -140671.390625 Penalty: 720.528931
	Iteration 9Q: 3 clusters Score -140671.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -140711.593750 Penalty: 720.528931
	Iteration 10Q: 3 clusters Score -140711.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -140738.781250 Penalty: 720.528931
	Iteration 11Q: 3 clusters Score -140738.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -140762.812500 Penalty: 720.528931
	Iteration 12Q: 3 clusters Score -140762.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -140778.234375 Penalty: 720.528931
	Iteration 13Q: 3 clusters Score -140778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -140792.296875 Penalty: 720.528931
	Iteration 14Q: 3 clusters Score -140792.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -140805.546875 Penalty: 720.528931
	Iteration 15Q: 3 clusters Score -140805.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -140812.281250 Penalty: 720.528931
	Iteration 16Q: 3 clusters Score -140812.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -140820.812500 Penalty: 720.528931
	Iteration 17Q: 3 clusters Score -140820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -140830.734375 Penalty: 720.528931
	Iteration 18Q: 3 clusters Score -140830.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -140838.859375 Penalty: 720.528931
	Iteration 19Q: 3 clusters Score -140838.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -140845.625000 Penalty: 720.528931
	Iteration 20F: 3 clusters Score -140845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -140851.187500 Penalty: 720.528931
	Iteration 21Q: 3 clusters Score -140851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -140854.781250 Penalty: 720.528931
	Iteration 22Q: 3 clusters Score -140854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -140856.718750 Penalty: 720.528931
	Iteration 23Q: 3 clusters Score -140856.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -140861.578125 Penalty: 720.528931
	Iteration 24Q: 3 clusters Score -140861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -140865.562500 Penalty: 720.528931
	Iteration 25Q: 3 clusters Score -140865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -140867.500000 Penalty: 720.528931
	Iteration 26Q: 3 clusters Score -140867.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -140870.015625 Penalty: 720.528931
	Iteration 27Q: 3 clusters Score -140870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -140870.437500 Penalty: 720.528931
	Iteration 28Q: 3 clusters Score -140870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -140870.812500 Penalty: 720.528931
	Iteration 29Q: 3 clusters Score -140870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -140871.718750 Penalty: 720.528931
	Iteration 30Q: 3 clusters Score -140871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -140872.343750 Penalty: 720.528931
	Iteration 31Q: 3 clusters Score -140872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -140873.046875 Penalty: 720.528931
	Iteration 32Q: 3 clusters Score -140873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -140874.218750 Penalty: 720.528931
	Iteration 33Q: 3 clusters Score -140874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -140875.078125 Penalty: 720.528931
	Iteration 34Q: 3 clusters Score -140875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -140875.109375 Penalty: 720.528931
	Iteration 35Q: 3 clusters Score -140875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -140875.078125 Penalty: 720.528931
	Iteration 36Q: 3 clusters Score -140875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -140875.796875 Penalty: 720.528931
	Iteration 37Q: 3 clusters Score -140875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -140875.906250 Penalty: 720.528931
	Iteration 38Q: 3 clusters Score -140875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -140875.906250 Penalty: 720.528931
	Iteration 39F: 3 clusters Score -140875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Entering Unmasked Estep 
Score: -902567.750000 Penalty: 447.147461
	Iteration 0F: 2 clusters Score -902567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -890177.812500 Penalty: 894.294922
	Iteration 0F: 3 clusters Score -890177.8 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -895373.062500 Penalty: 894.294922
	Iteration 1F: 3 clusters Score -895373.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -895634.625000 Penalty: 894.294922
	Iteration 2Q: 3 clusters Score -895634.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -895909.500000 Penalty: 894.294922
	Iteration 3Q: 3 clusters Score -895909.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -896276.437500 Penalty: 894.294922
	Iteration 4Q: 3 clusters Score -896276.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -896881.875000 Penalty: 894.294922
	Iteration 5Q: 3 clusters Score -896881.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -897787.812500 Penalty: 894.294922
	Iteration 6F: 3 clusters Score -897787.8 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -898659.875000 Penalty: 894.294922
	Iteration 7F: 3 clusters Score -898659.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -899140.562500 Penalty: 894.294922
	Iteration 8Q: 3 clusters Score -899140.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -899383.500000 Penalty: 894.294922
	Iteration 9Q: 3 clusters Score -899383.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -899537.812500 Penalty: 894.294922
	Iteration 10Q: 3 clusters Score -899537.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -899676.937500 Penalty: 894.294922
	Iteration 11Q: 3 clusters Score -899676.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -899826.000000 Penalty: 894.294922
	Iteration 12Q: 3 clusters Score -899826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -900002.625000 Penalty: 894.294922
	Iteration 13Q: 3 clusters Score -900002.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -900179.937500 Penalty: 894.294922
	Iteration 14Q: 3 clusters Score -900179.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -900371.812500 Penalty: 894.294922
	Iteration 15Q: 3 clusters Score -900371.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -900583.625000 Penalty: 894.294922
	Iteration 16Q: 3 clusters Score -900583.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -900826.500000 Penalty: 894.294922
	Iteration 17Q: 3 clusters Score -900826.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -901091.937500 Penalty: 894.294922
	Iteration 18Q: 3 clusters Score -901091.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -901320.562500 Penalty: 894.294922
	Iteration 19Q: 3 clusters Score -901320.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -901519.937500 Penalty: 894.294922
	Iteration 20F: 3 clusters Score -901519.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -901690.937500 Penalty: 894.294922
	Iteration 21Q: 3 clusters Score -901690.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -901829.500000 Penalty: 894.294922
	Iteration 22Q: 3 clusters Score -901829.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -901929.500000 Penalty: 894.294922
	Iteration 23Q: 3 clusters Score -901929.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -902019.250000 Penalty: 894.294922
	Iteration 24Q: 3 clusters Score -902019.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -902094.125000 Penalty: 894.294922
	Iteration 25Q: 3 clusters Score -902094.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -902129.312500 Penalty: 894.294922
	Iteration 26Q: 3 clusters Score -902129.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -902140.562500 Penalty: 894.294922
	Iteration 27Q: 3 clusters Score -902140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -902148.375000 Penalty: 894.294922
	Iteration 28Q: 3 clusters Score -902148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -902155.937500 Penalty: 894.294922
	Iteration 29Q: 3 clusters Score -902155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -902159.187500 Penalty: 894.294922
	Iteration 30Q: 3 clusters Score -902159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -902160.187500 Penalty: 894.294922
	Iteration 31Q: 3 clusters Score -902160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -902162.750000 Penalty: 894.294922
	Iteration 32Q: 3 clusters Score -902162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -902163.937500 Penalty: 894.294922
	Iteration 33Q: 3 clusters Score -902163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -902166.687500 Penalty: 894.294922
	Iteration 34Q: 3 clusters Score -902166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -902170.562500 Penalty: 894.294922
	Iteration 35Q: 3 clusters Score -902170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -902172.625000 Penalty: 894.294922
	Iteration 36Q: 3 clusters Score -902172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -902175.437500 Penalty: 894.294922
	Iteration 37Q: 3 clusters Score -902175.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -902176.437500 Penalty: 894.294922
	Iteration 38Q: 3 clusters Score -902176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -902180.500000 Penalty: 894.294922
	Iteration 39Q: 3 clusters Score -902180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -902182.500000 Penalty: 894.294922
	Iteration 40F: 3 clusters Score -902182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -902183.687500 Penalty: 894.294922
	Iteration 41Q: 3 clusters Score -902183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -902184.562500 Penalty: 894.294922
	Iteration 42Q: 3 clusters Score -902184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -902185.250000 Penalty: 894.294922
	Iteration 43Q: 3 clusters Score -902185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -902189.312500 Penalty: 894.294922
	Iteration 44Q: 3 clusters Score -902189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -902189.812500 Penalty: 894.294922
	Iteration 45Q: 3 clusters Score -902189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -902191.750000 Penalty: 894.294922
	Iteration 46Q: 3 clusters Score -902191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -902194.375000 Penalty: 894.294922
	Iteration 47Q: 3 clusters Score -902194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -902195.187500 Penalty: 894.294922
	Iteration 48Q: 3 clusters Score -902195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -902195.187500 Penalty: 894.294922
	Iteration 49F: 3 clusters Score -902195.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 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 167 members 
Entering Unmasked Estep 
Score: -15913.678711 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15913.68 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15983.495117 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -15983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16005.786133 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -16005.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16017.828125 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -16017.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16033.903320 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16045.360352 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16045.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16049.489258 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -16049.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16050.948242 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -16050.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16052.048828 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -16052.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16052.048828 Penalty: 533.071899
	Iteration 9F: 3 clusters Score -16052.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Entering Unmasked Estep 
Score: -217456.171875 Penalty: 384.454803
	Iteration 0F: 2 clusters Score -217456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -214260.609375 Penalty: 768.909607
	Iteration 0F: 3 clusters Score -214260.6 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -215394.000000 Penalty: 768.909607
	Iteration 1F: 3 clusters Score -215394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -215488.734375 Penalty: 768.909607
	Iteration 2F: 3 clusters Score -215488.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -215572.656250 Penalty: 768.909607
	Iteration 3Q: 3 clusters Score -215572.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -215676.390625 Penalty: 768.909607
	Iteration 4Q: 3 clusters Score -215676.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -215820.593750 Penalty: 768.909607
	Iteration 5Q: 3 clusters Score -215820.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -216010.390625 Penalty: 768.909607
	Iteration 6F: 3 clusters Score -216010.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -216258.187500 Penalty: 768.909607
	Iteration 7F: 3 clusters Score -216258.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -216539.000000 Penalty: 768.909607
	Iteration 8F: 3 clusters Score -216539 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -216828.343750 Penalty: 768.909607
	Iteration 9F: 3 clusters Score -216828.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -217093.078125 Penalty: 768.909607
	Iteration 10Q: 3 clusters Score -217093.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -217197.265625 Penalty: 768.909607
	Iteration 11Q: 3 clusters Score -217197.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -217233.687500 Penalty: 768.909607
	Iteration 12Q: 3 clusters Score -217233.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -217247.203125 Penalty: 768.909607
	Iteration 13Q: 3 clusters Score -217247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -217252.625000 Penalty: 768.909607
	Iteration 14Q: 3 clusters Score -217252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -217256.234375 Penalty: 768.909607
	Iteration 15Q: 3 clusters Score -217256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -217257.421875 Penalty: 768.909607
	Iteration 16Q: 3 clusters Score -217257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -217257.796875 Penalty: 768.909607
	Iteration 17Q: 3 clusters Score -217257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -217258.640625 Penalty: 768.909607
	Iteration 18Q: 3 clusters Score -217258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -217258.500000 Penalty: 768.909607
	Iteration 19Q: 3 clusters Score -217258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -217258.500000 Penalty: 768.909607
	Iteration 20F: 3 clusters Score -217258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Entering Unmasked Estep 
Score: -3267857.250000 Penalty: 503.638550
	Iteration 0F: 2 clusters Score -3267857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3224860.250000 Penalty: 1007.277100
	Iteration 0F: 3 clusters Score -3224860 nChanged 31052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3243493.250000 Penalty: 1007.277100
	Iteration 1F: 3 clusters Score -3243493 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3244349.250000 Penalty: 1007.277100
	Iteration 2Q: 3 clusters Score -3244349 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3245517.750000 Penalty: 1007.277100
	Iteration 3Q: 3 clusters Score -3245518 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3247386.500000 Penalty: 1007.277100
	Iteration 4F: 3 clusters Score -3247386 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3250090.000000 Penalty: 1007.277100
	Iteration 5F: 3 clusters Score -3250090 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3253494.250000 Penalty: 1007.277100
	Iteration 6F: 3 clusters Score -3253494 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3256757.750000 Penalty: 1007.277100
	Iteration 7F: 3 clusters Score -3256758 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3258918.500000 Penalty: 1007.277100
	Iteration 8F: 3 clusters Score -3258918 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3260060.000000 Penalty: 1007.277100
	Iteration 9Q: 3 clusters Score -3260060 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3260852.500000 Penalty: 1007.277100
	Iteration 10Q: 3 clusters Score -3260852 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3261624.500000 Penalty: 1007.277100
	Iteration 11Q: 3 clusters Score -3261624 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3262374.000000 Penalty: 1007.277100
	Iteration 12Q: 3 clusters Score -3262374 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3263089.250000 Penalty: 1007.277100
	Iteration 13Q: 3 clusters Score -3263089 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3263793.750000 Penalty: 1007.277100
	Iteration 14Q: 3 clusters Score -3263794 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3264398.500000 Penalty: 1007.277100
	Iteration 15Q: 3 clusters Score -3264398 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3264911.750000 Penalty: 1007.277100
	Iteration 16Q: 3 clusters Score -3264912 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3265284.250000 Penalty: 1007.277100
	Iteration 17Q: 3 clusters Score -3265284 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3265591.500000 Penalty: 1007.277100
	Iteration 18Q: 3 clusters Score -3265592 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3265828.750000 Penalty: 1007.277100
	Iteration 19Q: 3 clusters Score -3265829 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3266027.750000 Penalty: 1007.277100
	Iteration 20F: 3 clusters Score -3266028 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3266181.250000 Penalty: 1007.277100
	Iteration 21Q: 3 clusters Score -3266181 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3266302.000000 Penalty: 1007.277100
	Iteration 22Q: 3 clusters Score -3266302 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3266430.250000 Penalty: 1007.277100
	Iteration 23Q: 3 clusters Score -3266430 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3266510.000000 Penalty: 1007.277100
	Iteration 24Q: 3 clusters Score -3266510 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3266576.000000 Penalty: 1007.277100
	Iteration 25Q: 3 clusters Score -3266576 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3266661.500000 Penalty: 1007.277100
	Iteration 26Q: 3 clusters Score -3266662 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3266724.250000 Penalty: 1007.277100
	Iteration 27Q: 3 clusters Score -3266724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3266792.250000 Penalty: 1007.277100
	Iteration 28Q: 3 clusters Score -3266792 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3266857.750000 Penalty: 1007.277100
	Iteration 29Q: 3 clusters Score -3266858 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3266909.250000 Penalty: 1007.277100
	Iteration 30Q: 3 clusters Score -3266909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3266953.250000 Penalty: 1007.277100
	Iteration 31Q: 3 clusters Score -3266953 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3267003.000000 Penalty: 1007.277100
	Iteration 32Q: 3 clusters Score -3267003 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3267062.750000 Penalty: 1007.277100
	Iteration 33Q: 3 clusters Score -3267063 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3267108.250000 Penalty: 1007.277100
	Iteration 34Q: 3 clusters Score -3267108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3267147.250000 Penalty: 1007.277100
	Iteration 35Q: 3 clusters Score -3267147 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3267183.500000 Penalty: 1007.277100
	Iteration 36Q: 3 clusters Score -3267184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3267214.250000 Penalty: 1007.277100
	Iteration 37Q: 3 clusters Score -3267214 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3267253.750000 Penalty: 1007.277100
	Iteration 38Q: 3 clusters Score -3267254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3267286.750000 Penalty: 1007.277100
	Iteration 39Q: 3 clusters Score -3267287 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3267323.500000 Penalty: 1007.277100
	Iteration 40F: 3 clusters Score -3267324 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3267344.250000 Penalty: 1007.277100
	Iteration 41Q: 3 clusters Score -3267344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3267358.250000 Penalty: 1007.277100
	Iteration 42Q: 3 clusters Score -3267358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3267376.250000 Penalty: 1007.277100
	Iteration 43Q: 3 clusters Score -3267376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3267393.250000 Penalty: 1007.277100
	Iteration 44Q: 3 clusters Score -3267393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3267414.500000 Penalty: 1007.277100
	Iteration 45Q: 3 clusters Score -3267414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3267434.750000 Penalty: 1007.277100
	Iteration 46Q: 3 clusters Score -3267435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3267453.500000 Penalty: 1007.277100
	Iteration 47Q: 3 clusters Score -3267454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3267455.000000 Penalty: 1007.277100
	Iteration 48Q: 3 clusters Score -3267455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3267459.250000 Penalty: 1007.277100
	Iteration 49Q: 3 clusters Score -3267459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3267463.250000 Penalty: 1007.277100
	Iteration 50Q: 3 clusters Score -3267463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3267470.250000 Penalty: 1007.277100
	Iteration 51Q: 3 clusters Score -3267470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3267479.250000 Penalty: 1007.277100
	Iteration 52Q: 3 clusters Score -3267479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3267488.250000 Penalty: 1007.277100
	Iteration 53Q: 3 clusters Score -3267488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3267496.000000 Penalty: 1007.277100
	Iteration 54Q: 3 clusters Score -3267496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3267509.250000 Penalty: 1007.277100
	Iteration 55Q: 3 clusters Score -3267509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3267511.500000 Penalty: 1007.277100
	Iteration 56Q: 3 clusters Score -3267512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3267513.500000 Penalty: 1007.277100
	Iteration 57Q: 3 clusters Score -3267514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3267516.750000 Penalty: 1007.277100
	Iteration 58Q: 3 clusters Score -3267517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3267517.000000 Penalty: 1007.277100
	Iteration 59Q: 3 clusters Score -3267517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3267519.250000 Penalty: 1007.277100
	Iteration 60F: 3 clusters Score -3267519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3267521.000000 Penalty: 1007.277100
	Iteration 61Q: 3 clusters Score -3267521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3267527.500000 Penalty: 1007.277100
	Iteration 62Q: 3 clusters Score -3267528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3267528.500000 Penalty: 1007.277100
	Iteration 63Q: 3 clusters Score -3267528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3267528.000000 Penalty: 1007.277100
	Iteration 64Q: 3 clusters Score -3267528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3267525.000000 Penalty: 1007.277100
	Iteration 65Q: 3 clusters Score -3267525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3267523.000000 Penalty: 1007.277100
	Iteration 66Q: 3 clusters Score -3267523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3267525.000000 Penalty: 1007.277100
	Iteration 67Q: 3 clusters Score -3267525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3267528.250000 Penalty: 1007.277100
	Iteration 68Q: 3 clusters Score -3267528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3267523.500000 Penalty: 1007.277100
	Iteration 69Q: 3 clusters Score -3267524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3267528.750000 Penalty: 1007.277100
	Iteration 70Q: 3 clusters Score -3267529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3267524.500000 Penalty: 1007.277100
	Iteration 71Q: 3 clusters Score -3267524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3267525.250000 Penalty: 1007.277100
	Iteration 72Q: 3 clusters Score -3267525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3267523.250000 Penalty: 1007.277100
	Iteration 73Q: 3 clusters Score -3267523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3267521.250000 Penalty: 1007.277100
	Iteration 74Q: 3 clusters Score -3267521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3267519.750000 Penalty: 1007.277100
	Iteration 75Q: 3 clusters Score -3267520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3267519.750000 Penalty: 1007.277100
	Iteration 76F: 3 clusters Score -3267520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17082.720703 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17082.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17179.185547 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17179.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17198.187500 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17198.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17215.404297 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -17215.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17232.320312 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17232.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17245.289062 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17245.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17255.580078 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17255.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17261.238281 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17261.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17263.632812 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17263.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17267.279297 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17267.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17268.271484 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17268.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17268.271484 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -17268.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35284.601562 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35284.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35446.851562 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35446.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35474.316406 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35474.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35496.167969 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -35496.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35524.019531 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -35524.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35555.480469 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35555.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35576.902344 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35576.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35591.203125 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35605.804688 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35615.746094 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35615.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35627.710938 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35627.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35637.511719 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35637.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35645.835938 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35645.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35653.703125 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -35653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35657.957031 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -35657.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35661.488281 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -35661.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35664.027344 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -35664.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35669.773438 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -35669.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35672.492188 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -35672.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35674.421875 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -35674.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35675.105469 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -35675.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10333.592773 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10333.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10410.076172 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10410.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10425.890625 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10425.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10436.583008 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10436.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10443.758789 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10443.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10448.657227 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -10448.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10451.464844 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -10451.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10451.464844 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -10451.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (345256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345256 members 
Entering Unmasked Estep 
Score: -16778586.000000 Penalty: 580.217896
	Iteration 0F: 2 clusters Score -1.677859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -16572033.000000 Penalty: 1160.435791
	Iteration 0F: 3 clusters Score -1.657203e+07 nChanged 170909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 190157 members 
Entering Unmasked Estep 
Score: -16676709.000000 Penalty: 1160.435791
	Iteration 1F: 3 clusters Score -1.667671e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144258 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -16680693.000000 Penalty: 1160.435791
	Iteration 2Q: 3 clusters Score -1.668069e+07 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 217087 members 
Entering Unmasked Estep 
Score: -16687913.000000 Penalty: 1160.435791
	Iteration 3F: 3 clusters Score -1.668791e+07 nChanged 23382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 239575 members 
Entering Unmasked Estep 
Score: -16701290.000000 Penalty: 1160.435791
	Iteration 4F: 3 clusters Score -1.670129e+07 nChanged 28132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 267343 members 
Entering Unmasked Estep 
Score: -16720289.000000 Penalty: 1160.435791
	Iteration 5F: 3 clusters Score -1.672029e+07 nChanged 28934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 296085 members 
Entering Unmasked Estep 
Score: -16741266.000000 Penalty: 1160.435791
	Iteration 6F: 3 clusters Score -1.674127e+07 nChanged 22523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 318568 members 
Entering Unmasked Estep 
Score: -16758716.000000 Penalty: 1160.435791
	Iteration 7F: 3 clusters Score -1.675872e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 331827 members 
Entering Unmasked Estep 
Score: -16769970.000000 Penalty: 1160.435791
	Iteration 8Q: 3 clusters Score -1.676997e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 338342 members 
Entering Unmasked Estep 
Score: -16774148.000000 Penalty: 1160.435791
	Iteration 9Q: 3 clusters Score -1.677415e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 341393 members 
Entering Unmasked Estep 
Score: -16775841.000000 Penalty: 1160.435791
	Iteration 10Q: 3 clusters Score -1.677584e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 342946 members 
Entering Unmasked Estep 
Score: -16776813.000000 Penalty: 1160.435791
	Iteration 11Q: 3 clusters Score -1.677681e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 343797 members 
Entering Unmasked Estep 
Score: -16777244.000000 Penalty: 1160.435791
	Iteration 12Q: 3 clusters Score -1.677724e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 344309 members 
Entering Unmasked Estep 
Score: -16777604.000000 Penalty: 1160.435791
	Iteration 13Q: 3 clusters Score -1.67776e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 344579 members 
Entering Unmasked Estep 
Score: -16777802.000000 Penalty: 1160.435791
	Iteration 14Q: 3 clusters Score -1.67778e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 344726 members 
Entering Unmasked Estep 
Score: -16777938.000000 Penalty: 1160.435791
	Iteration 15Q: 3 clusters Score -1.677794e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 344824 members 
Entering Unmasked Estep 
Score: -16778012.000000 Penalty: 1160.435791
	Iteration 16Q: 3 clusters Score -1.677801e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 344887 members 
Entering Unmasked Estep 
Score: -16778060.000000 Penalty: 1160.435791
	Iteration 17Q: 3 clusters Score -1.677806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 344926 members 
Entering Unmasked Estep 
Score: -16778096.000000 Penalty: 1160.435791
	Iteration 18Q: 3 clusters Score -1.67781e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 344951 members 
Entering Unmasked Estep 
Score: -16778096.000000 Penalty: 1160.435791
	Iteration 19Q: 3 clusters Score -1.67781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 344979 members 
Entering Unmasked Estep 
Score: -16778126.000000 Penalty: 1160.435791
	Iteration 20F: 3 clusters Score -1.677813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 344996 members 
Entering Unmasked Estep 
Score: -16778134.000000 Penalty: 1160.435791
	Iteration 21Q: 3 clusters Score -1.677813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345008 members 
Entering Unmasked Estep 
Score: -16778154.000000 Penalty: 1160.435791
	Iteration 22Q: 3 clusters Score -1.677815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 345016 members 
Entering Unmasked Estep 
Score: -16778136.000000 Penalty: 1160.435791
	Iteration 23Q: 3 clusters Score -1.677814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345019 members 
Entering Unmasked Estep 
Score: -16778156.000000 Penalty: 1160.435791
	Iteration 24Q: 3 clusters Score -1.677816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 345020 members 
Entering Unmasked Estep 
Score: -16778162.000000 Penalty: 1160.435791
	Iteration 25Q: 3 clusters Score -1.677816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 345023 members 
Entering Unmasked Estep 
Score: -16778170.000000 Penalty: 1160.435791
	Iteration 26Q: 3 clusters Score -1.677817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345028 members 
Entering Unmasked Estep 
Score: -16778178.000000 Penalty: 1160.435791
	Iteration 27Q: 3 clusters Score -1.677818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 345032 members 
Entering Unmasked Estep 
Score: -16778174.000000 Penalty: 1160.435791
	Iteration 28Q: 3 clusters Score -1.677817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345036 members 
Entering Unmasked Estep 
Score: -16778178.000000 Penalty: 1160.435791
	Iteration 29Q: 3 clusters Score -1.677818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345037 members 
Entering Unmasked Estep 
Score: -16778172.000000 Penalty: 1160.435791
	Iteration 30Q: 3 clusters Score -1.677817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 345038 members 
Entering Unmasked Estep 
Score: -16778170.000000 Penalty: 1160.435791
	Iteration 31Q: 3 clusters Score -1.677817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345037 members 
Entering Unmasked Estep 
Score: -16778170.000000 Penalty: 1160.435791
	Iteration 32Q: 3 clusters Score -1.677817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 345038 members 
Entering Unmasked Estep 
Score: -16778162.000000 Penalty: 1160.435791
	Iteration 33Q: 3 clusters Score -1.677816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345039 members 
Entering Unmasked Estep 
Score: -16778168.000000 Penalty: 1160.435791
	Iteration 34Q: 3 clusters Score -1.677817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 345038 members 
Entering Unmasked Estep 
Score: -16778172.000000 Penalty: 1160.435791
	Iteration 35Q: 3 clusters Score -1.677817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 345037 members 
Entering Unmasked Estep 
Score: -16778176.000000 Penalty: 1160.435791
	Iteration 36Q: 3 clusters Score -1.677818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 345038 members 
Entering Unmasked Estep 
Score: -16778184.000000 Penalty: 1160.435791
	Iteration 37Q: 3 clusters Score -1.677818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345042 members 
Entering Unmasked Estep 
Score: -16778186.000000 Penalty: 1160.435791
	Iteration 38Q: 3 clusters Score -1.677819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345042 members 
Entering Unmasked Estep 
Score: -16778196.000000 Penalty: 1160.435791
	Iteration 39Q: 3 clusters Score -1.67782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345039 members 
Entering Unmasked Estep 
Score: -16778188.000000 Penalty: 1160.435791
	Iteration 40F: 3 clusters Score -1.677819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 345038 members 
Entering Unmasked Estep 
Score: -16778178.000000 Penalty: 1160.435791
	Iteration 41Q: 3 clusters Score -1.677818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 345041 members 
Entering Unmasked Estep 
Score: -16778192.000000 Penalty: 1160.435791
	Iteration 42Q: 3 clusters Score -1.677819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 345044 members 
Entering Unmasked Estep 
Score: -16778192.000000 Penalty: 1160.435791
	Iteration 43Q: 3 clusters Score -1.677819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345045 members 
Entering Unmasked Estep 
Score: -16778182.000000 Penalty: 1160.435791
	Iteration 44Q: 3 clusters Score -1.677818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 345044 members 
Entering Unmasked Estep 
Score: -16778192.000000 Penalty: 1160.435791
	Iteration 45Q: 3 clusters Score -1.677819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 345044 members 
Entering Unmasked Estep 
Score: -16778192.000000 Penalty: 1160.435791
	Iteration 46F: 3 clusters Score -1.677819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Entering Unmasked Estep 
Score: -1250594.375000 Penalty: 459.334534
	Iteration 0F: 2 clusters Score -1250594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1234455.375000 Penalty: 918.669067
	Iteration 0F: 3 clusters Score -1234455 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1241315.000000 Penalty: 918.669067
	Iteration 1F: 3 clusters Score -1241315 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1241751.500000 Penalty: 918.669067
	Iteration 2Q: 3 clusters Score -1241752 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1242286.875000 Penalty: 918.669067
	Iteration 3F: 3 clusters Score -1242287 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1243029.625000 Penalty: 918.669067
	Iteration 4F: 3 clusters Score -1243030 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1244119.500000 Penalty: 918.669067
	Iteration 5F: 3 clusters Score -1244120 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1245461.125000 Penalty: 918.669067
	Iteration 6F: 3 clusters Score -1245461 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1246674.250000 Penalty: 918.669067
	Iteration 7F: 3 clusters Score -1246674 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1247350.375000 Penalty: 918.669067
	Iteration 8Q: 3 clusters Score -1247350 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1247722.625000 Penalty: 918.669067
	Iteration 9Q: 3 clusters Score -1247723 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1247992.500000 Penalty: 918.669067
	Iteration 10Q: 3 clusters Score -1247992 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1248243.250000 Penalty: 918.669067
	Iteration 11Q: 3 clusters Score -1248243 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1248475.375000 Penalty: 918.669067
	Iteration 12Q: 3 clusters Score -1248475 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1248679.500000 Penalty: 918.669067
	Iteration 13Q: 3 clusters Score -1248680 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1248857.500000 Penalty: 918.669067
	Iteration 14Q: 3 clusters Score -1248858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1248985.375000 Penalty: 918.669067
	Iteration 15Q: 3 clusters Score -1248985 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1249080.875000 Penalty: 918.669067
	Iteration 16Q: 3 clusters Score -1249081 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1249177.125000 Penalty: 918.669067
	Iteration 17Q: 3 clusters Score -1249177 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1249262.125000 Penalty: 918.669067
	Iteration 18Q: 3 clusters Score -1249262 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1249337.375000 Penalty: 918.669067
	Iteration 19Q: 3 clusters Score -1249337 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1249398.750000 Penalty: 918.669067
	Iteration 20F: 3 clusters Score -1249399 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1249463.375000 Penalty: 918.669067
	Iteration 21Q: 3 clusters Score -1249463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1249513.375000 Penalty: 918.669067
	Iteration 22Q: 3 clusters Score -1249513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1249566.125000 Penalty: 918.669067
	Iteration 23Q: 3 clusters Score -1249566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1249616.375000 Penalty: 918.669067
	Iteration 24Q: 3 clusters Score -1249616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1249668.375000 Penalty: 918.669067
	Iteration 25Q: 3 clusters Score -1249668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1249726.250000 Penalty: 918.669067
	Iteration 26Q: 3 clusters Score -1249726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1249785.500000 Penalty: 918.669067
	Iteration 27Q: 3 clusters Score -1249786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1249829.625000 Penalty: 918.669067
	Iteration 28Q: 3 clusters Score -1249830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1249877.125000 Penalty: 918.669067
	Iteration 29Q: 3 clusters Score -1249877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1249914.875000 Penalty: 918.669067
	Iteration 30Q: 3 clusters Score -1249915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1249940.625000 Penalty: 918.669067
	Iteration 31Q: 3 clusters Score -1249941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1249964.750000 Penalty: 918.669067
	Iteration 32Q: 3 clusters Score -1249965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1249986.125000 Penalty: 918.669067
	Iteration 33Q: 3 clusters Score -1249986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1249999.750000 Penalty: 918.669067
	Iteration 34Q: 3 clusters Score -1250000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1250011.375000 Penalty: 918.669067
	Iteration 35Q: 3 clusters Score -1250011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1250020.750000 Penalty: 918.669067
	Iteration 36Q: 3 clusters Score -1250021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1250035.750000 Penalty: 918.669067
	Iteration 37Q: 3 clusters Score -1250036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1250050.250000 Penalty: 918.669067
	Iteration 38Q: 3 clusters Score -1250050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1250064.125000 Penalty: 918.669067
	Iteration 39Q: 3 clusters Score -1250064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1250073.000000 Penalty: 918.669067
	Iteration 40F: 3 clusters Score -1250073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1250080.250000 Penalty: 918.669067
	Iteration 41Q: 3 clusters Score -1250080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1250097.875000 Penalty: 918.669067
	Iteration 42Q: 3 clusters Score -1250098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1250115.375000 Penalty: 918.669067
	Iteration 43Q: 3 clusters Score -1250115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1250128.375000 Penalty: 918.669067
	Iteration 44Q: 3 clusters Score -1250128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1250137.375000 Penalty: 918.669067
	Iteration 45Q: 3 clusters Score -1250137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1250144.500000 Penalty: 918.669067
	Iteration 46Q: 3 clusters Score -1250144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1250149.250000 Penalty: 918.669067
	Iteration 47Q: 3 clusters Score -1250149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1250156.000000 Penalty: 918.669067
	Iteration 48Q: 3 clusters Score -1250156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1250161.125000 Penalty: 918.669067
	Iteration 49Q: 3 clusters Score -1250161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1250163.750000 Penalty: 918.669067
	Iteration 50Q: 3 clusters Score -1250164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1250172.125000 Penalty: 918.669067
	Iteration 51Q: 3 clusters Score -1250172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1250177.125000 Penalty: 918.669067
	Iteration 52Q: 3 clusters Score -1250177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1250184.000000 Penalty: 918.669067
	Iteration 53Q: 3 clusters Score -1250184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1250186.625000 Penalty: 918.669067
	Iteration 54Q: 3 clusters Score -1250187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1250191.125000 Penalty: 918.669067
	Iteration 55Q: 3 clusters Score -1250191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1250196.000000 Penalty: 918.669067
	Iteration 56Q: 3 clusters Score -1250196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1250201.125000 Penalty: 918.669067
	Iteration 57Q: 3 clusters Score -1250201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1250202.750000 Penalty: 918.669067
	Iteration 58Q: 3 clusters Score -1250203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1250209.375000 Penalty: 918.669067
	Iteration 59Q: 3 clusters Score -1250209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1250213.000000 Penalty: 918.669067
	Iteration 60F: 3 clusters Score -1250213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1250215.875000 Penalty: 918.669067
	Iteration 61Q: 3 clusters Score -1250216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1250217.375000 Penalty: 918.669067
	Iteration 62Q: 3 clusters Score -1250217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1250218.375000 Penalty: 918.669067
	Iteration 63Q: 3 clusters Score -1250218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1250218.375000 Penalty: 918.669067
	Iteration 64F: 3 clusters Score -1250218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7811 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12712 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 18535 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64150 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345256 members 
Mstep: Class 28 contains 24228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295880.000000 Penalty: 16793.650391
Iteration 199Q: 29 clusters Score -2.529588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7813 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 18533 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64154 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345256 members 
Mstep: Class 28 contains 24232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295858.000000 Penalty: 16793.650391
Iteration 200F: 29 clusters Score -2.529586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2291 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 18530 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64156 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345252 members 
Mstep: Class 28 contains 24241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295858.000000 Penalty: 16793.650391
Iteration 201Q: 29 clusters Score -2.529586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 5831 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7596 members 
Mstep: Class 19 contains 2736 members 
Mstep: Class 20 contains 18530 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64160 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345242 members 
Mstep: Class 28 contains 24249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295870.000000 Penalty: 16793.650391
Iteration 202Q: 29 clusters Score -2.529587e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 18532 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 64160 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345239 members 
Mstep: Class 28 contains 24258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295872.000000 Penalty: 16793.650391
Iteration 203Q: 29 clusters Score -2.529587e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 12729 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 2726 members 
Mstep: Class 20 contains 18528 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 64160 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345238 members 
Mstep: Class 28 contains 24266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295870.000000 Penalty: 16793.650391
Iteration 204Q: 29 clusters Score -2.529587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 2723 members 
Mstep: Class 20 contains 18523 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64159 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345246 members 
Mstep: Class 28 contains 24269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295884.000000 Penalty: 16793.650391
Iteration 205Q: 29 clusters Score -2.529588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 18521 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64159 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345243 members 
Mstep: Class 28 contains 24273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295884.000000 Penalty: 16793.650391
Iteration 206Q: 29 clusters Score -2.529588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5828 members 
Mstep: Class 10 contains 12733 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64162 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345239 members 
Mstep: Class 28 contains 24279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295902.000000 Penalty: 16793.650391
Iteration 207Q: 29 clusters Score -2.52959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64165 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345235 members 
Mstep: Class 28 contains 24284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295924.000000 Penalty: 16793.650391
Iteration 208Q: 29 clusters Score -2.529592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5822 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12917 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64164 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345241 members 
Mstep: Class 28 contains 24293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295920.000000 Penalty: 16793.650391
Iteration 209Q: 29 clusters Score -2.529592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5820 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64160 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345246 members 
Mstep: Class 28 contains 24302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295930.000000 Penalty: 16793.650391
Iteration 210Q: 29 clusters Score -2.529593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1174 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 20 contains 18499 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4670 members 
Mstep: Class 23 contains 64154 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345256 members 
Mstep: Class 28 contains 24308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295942.000000 Penalty: 16793.650391
Iteration 211Q: 29 clusters Score -2.529594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 18496 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64150 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345264 members 
Mstep: Class 28 contains 24314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295922.000000 Penalty: 16793.650391
Iteration 212Q: 29 clusters Score -2.529592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 2798 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 18489 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 64145 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345281 members 
Mstep: Class 28 contains 24313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295920.000000 Penalty: 16793.650391
Iteration 213Q: 29 clusters Score -2.529592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12922 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 20 contains 18478 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64143 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345298 members 
Mstep: Class 28 contains 24312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295880.000000 Penalty: 16793.650391
Iteration 214Q: 29 clusters Score -2.529588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18472 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 64144 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345304 members 
Mstep: Class 28 contains 24310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295922.000000 Penalty: 16793.650391
Iteration 215Q: 29 clusters Score -2.529592e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18467 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4674 members 
Mstep: Class 23 contains 64146 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345307 members 
Mstep: Class 28 contains 24306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295952.000000 Penalty: 16793.650391
Iteration 216Q: 29 clusters Score -2.529595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18461 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4678 members 
Mstep: Class 23 contains 64149 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345316 members 
Mstep: Class 28 contains 24302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295952.000000 Penalty: 16793.650391
Iteration 217Q: 29 clusters Score -2.529595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18455 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64144 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345330 members 
Mstep: Class 28 contains 24296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295950.000000 Penalty: 16793.650391
Iteration 218Q: 29 clusters Score -2.529595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18452 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64144 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345332 members 
Mstep: Class 28 contains 24297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295962.000000 Penalty: 16793.650391
Iteration 219Q: 29 clusters Score -2.529596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5817 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18447 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64143 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345333 members 
Mstep: Class 28 contains 24299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295966.000000 Penalty: 16793.650391
Iteration 220F: 29 clusters Score -2.529597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2712 members 
Mstep: Class 20 contains 18444 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64144 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345332 members 
Mstep: Class 28 contains 24295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295974.000000 Penalty: 16793.650391
Iteration 221Q: 29 clusters Score -2.529597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 18444 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345327 members 
Mstep: Class 28 contains 24303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295956.000000 Penalty: 16793.650391
Iteration 222Q: 29 clusters Score -2.529596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5819 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 18442 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64139 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345328 members 
Mstep: Class 28 contains 24310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295946.000000 Penalty: 16793.650391
Iteration 223Q: 29 clusters Score -2.529595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5820 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 18440 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345324 members 
Mstep: Class 28 contains 24314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295944.000000 Penalty: 16793.650391
Iteration 224Q: 29 clusters Score -2.529594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5818 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2707 members 
Mstep: Class 20 contains 18438 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345323 members 
Mstep: Class 28 contains 24320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295946.000000 Penalty: 16793.650391
Iteration 225Q: 29 clusters Score -2.529595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5816 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2705 members 
Mstep: Class 20 contains 18436 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345322 members 
Mstep: Class 28 contains 24324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295982.000000 Penalty: 16793.650391
Iteration 226Q: 29 clusters Score -2.529598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 18434 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345322 members 
Mstep: Class 28 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295986.000000 Penalty: 16793.650391
Iteration 227Q: 29 clusters Score -2.529599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 12734 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 18432 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345325 members 
Mstep: Class 28 contains 24334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295972.000000 Penalty: 16793.650391
Iteration 228Q: 29 clusters Score -2.529597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64140 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345324 members 
Mstep: Class 28 contains 24341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295952.000000 Penalty: 16793.650391
Iteration 229Q: 29 clusters Score -2.529595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64138 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345325 members 
Mstep: Class 28 contains 24342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295968.000000 Penalty: 16793.650391
Iteration 230Q: 29 clusters Score -2.529597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64136 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345326 members 
Mstep: Class 28 contains 24345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295988.000000 Penalty: 16793.650391
Iteration 231Q: 29 clusters Score -2.529599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64135 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345327 members 
Mstep: Class 28 contains 24345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295990.000000 Penalty: 16793.650391
Iteration 232Q: 29 clusters Score -2.529599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64135 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345326 members 
Mstep: Class 28 contains 24346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295994.000000 Penalty: 16793.650391
Iteration 233Q: 29 clusters Score -2.529599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345328 members 
Mstep: Class 28 contains 24345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296002.000000 Penalty: 16793.650391
Iteration 234Q: 29 clusters Score -2.5296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345329 members 
Mstep: Class 28 contains 24344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295988.000000 Penalty: 16793.650391
Iteration 235Q: 29 clusters Score -2.529599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345329 members 
Mstep: Class 28 contains 24344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295978.000000 Penalty: 16793.650391
Iteration 236Q: 29 clusters Score -2.529598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345325 members 
Mstep: Class 28 contains 24348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295984.000000 Penalty: 16793.650391
Iteration 237Q: 29 clusters Score -2.529598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64135 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 345322 members 
Mstep: Class 28 contains 24350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295996.000000 Penalty: 16793.650391
Iteration 238Q: 29 clusters Score -2.5296e+07 nChanged 3
Entering ConstructFrom: 
Score: -25295996.000000 Penalty: 16793.650391
Entering ConstructFrom: 
Trying to split cluster 1 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -62815.472656 Penalty: 324.890594
	Iteration 0F: 2 clusters Score -62815.47 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 634 members 
Entering Unmasked Estep 
Score: -61826.011719 Penalty: 649.781189
	Iteration 0F: 3 clusters Score -61826.01 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62131.078125 Penalty: 649.781189
	Iteration 1F: 3 clusters Score -62131.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62170.066406 Penalty: 649.781189
	Iteration 2F: 3 clusters Score -62170.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62196.480469 Penalty: 649.781189
	Iteration 3Q: 3 clusters Score -62196.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -62226.546875 Penalty: 649.781189
	Iteration 4Q: 3 clusters Score -62226.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62248.582031 Penalty: 649.781189
	Iteration 5Q: 3 clusters Score -62248.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62270.726562 Penalty: 649.781189
	Iteration 6Q: 3 clusters Score -62270.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -62280.058594 Penalty: 649.781189
	Iteration 7Q: 3 clusters Score -62280.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -62286.628906 Penalty: 649.781189
	Iteration 8Q: 3 clusters Score -62286.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62295.851562 Penalty: 649.781189
	Iteration 9Q: 3 clusters Score -62295.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -62303.671875 Penalty: 649.781189
	Iteration 10Q: 3 clusters Score -62303.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62318.726562 Penalty: 649.781189
	Iteration 11Q: 3 clusters Score -62318.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62335.675781 Penalty: 649.781189
	Iteration 12Q: 3 clusters Score -62335.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62354.320312 Penalty: 649.781189
	Iteration 13Q: 3 clusters Score -62354.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62381.933594 Penalty: 649.781189
	Iteration 14Q: 3 clusters Score -62381.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62416.921875 Penalty: 649.781189
	Iteration 15Q: 3 clusters Score -62416.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62442.238281 Penalty: 649.781189
	Iteration 16Q: 3 clusters Score -62442.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62461.601562 Penalty: 649.781189
	Iteration 17Q: 3 clusters Score -62461.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62471.109375 Penalty: 649.781189
	Iteration 18Q: 3 clusters Score -62471.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62477.167969 Penalty: 649.781189
	Iteration 19Q: 3 clusters Score -62477.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62478.437500 Penalty: 649.781189
	Iteration 20F: 3 clusters Score -62478.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62480.906250 Penalty: 649.781189
	Iteration 21Q: 3 clusters Score -62480.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62483.082031 Penalty: 649.781189
	Iteration 22Q: 3 clusters Score -62483.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62483.691406 Penalty: 649.781189
	Iteration 23Q: 3 clusters Score -62483.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62484.109375 Penalty: 649.781189
	Iteration 24Q: 3 clusters Score -62484.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62484.902344 Penalty: 649.781189
	Iteration 25Q: 3 clusters Score -62484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62485.500000 Penalty: 649.781189
	Iteration 26Q: 3 clusters Score -62485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62485.937500 Penalty: 649.781189
	Iteration 27Q: 3 clusters Score -62485.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62486.421875 Penalty: 649.781189
	Iteration 28Q: 3 clusters Score -62486.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62486.710938 Penalty: 649.781189
	Iteration 29Q: 3 clusters Score -62486.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62487.125000 Penalty: 649.781189
	Iteration 30Q: 3 clusters Score -62487.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62488.554688 Penalty: 649.781189
	Iteration 31Q: 3 clusters Score -62488.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62490.449219 Penalty: 649.781189
	Iteration 32Q: 3 clusters Score -62490.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62491.968750 Penalty: 649.781189
	Iteration 33Q: 3 clusters Score -62491.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62492.660156 Penalty: 649.781189
	Iteration 34Q: 3 clusters Score -62492.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62492.660156 Penalty: 649.781189
	Iteration 35F: 3 clusters Score -62492.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27147.205078 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -27147.21 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 284 members 
Entering Unmasked Estep 
Score: -26614.593750 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -26614.59 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26748.539062 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -26748.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26769.457031 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -26769.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26784.142578 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -26784.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26797.083984 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -26797.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26809.005859 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -26809.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26814.560547 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -26814.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26820.187500 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -26820.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26826.917969 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -26826.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26832.990234 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -26832.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26841.761719 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -26841.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26845.273438 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -26845.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26847.832031 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -26847.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26850.015625 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -26850.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26854.164062 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -26854.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26854.878906 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -26854.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26854.878906 Penalty: 579.972107
	Iteration 16F: 3 clusters Score -26854.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -109245.343750 Penalty: 351.341522
	Iteration 0F: 2 clusters Score -109245.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -107603.625000 Penalty: 702.683044
	Iteration 0F: 3 clusters Score -107603.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -108157.054688 Penalty: 702.683044
	Iteration 1F: 3 clusters Score -108157.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -108245.390625 Penalty: 702.683044
	Iteration 2F: 3 clusters Score -108245.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -108310.578125 Penalty: 702.683044
	Iteration 3F: 3 clusters Score -108310.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -108370.953125 Penalty: 702.683044
	Iteration 4F: 3 clusters Score -108371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -108433.328125 Penalty: 702.683044
	Iteration 5Q: 3 clusters Score -108433.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -108469.773438 Penalty: 702.683044
	Iteration 6Q: 3 clusters Score -108469.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108507.148438 Penalty: 702.683044
	Iteration 7Q: 3 clusters Score -108507.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108544.742188 Penalty: 702.683044
	Iteration 8Q: 3 clusters Score -108544.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -108573.140625 Penalty: 702.683044
	Iteration 9Q: 3 clusters Score -108573.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108609.890625 Penalty: 702.683044
	Iteration 10Q: 3 clusters Score -108609.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108648.132812 Penalty: 702.683044
	Iteration 11Q: 3 clusters Score -108648.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108691.773438 Penalty: 702.683044
	Iteration 12Q: 3 clusters Score -108691.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108731.648438 Penalty: 702.683044
	Iteration 13Q: 3 clusters Score -108731.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108770.796875 Penalty: 702.683044
	Iteration 14Q: 3 clusters Score -108770.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108802.531250 Penalty: 702.683044
	Iteration 15Q: 3 clusters Score -108802.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108831.335938 Penalty: 702.683044
	Iteration 16Q: 3 clusters Score -108831.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108847.726562 Penalty: 702.683044
	Iteration 17Q: 3 clusters Score -108847.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108865.976562 Penalty: 702.683044
	Iteration 18Q: 3 clusters Score -108866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108893.054688 Penalty: 702.683044
	Iteration 19Q: 3 clusters Score -108893.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108916.742188 Penalty: 702.683044
	Iteration 20F: 3 clusters Score -108916.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -108934.015625 Penalty: 702.683044
	Iteration 21Q: 3 clusters Score -108934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -108946.851562 Penalty: 702.683044
	Iteration 22Q: 3 clusters Score -108946.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -108957.375000 Penalty: 702.683044
	Iteration 23Q: 3 clusters Score -108957.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -108967.117188 Penalty: 702.683044
	Iteration 24Q: 3 clusters Score -108967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -108972.601562 Penalty: 702.683044
	Iteration 25Q: 3 clusters Score -108972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108978.523438 Penalty: 702.683044
	Iteration 26Q: 3 clusters Score -108978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -108982.359375 Penalty: 702.683044
	Iteration 27Q: 3 clusters Score -108982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -108987.906250 Penalty: 702.683044
	Iteration 28Q: 3 clusters Score -108987.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -108995.054688 Penalty: 702.683044
	Iteration 29Q: 3 clusters Score -108995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -108999.820312 Penalty: 702.683044
	Iteration 30Q: 3 clusters Score -108999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -109002.992188 Penalty: 702.683044
	Iteration 31Q: 3 clusters Score -109003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -109006.187500 Penalty: 702.683044
	Iteration 32Q: 3 clusters Score -109006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -109009.273438 Penalty: 702.683044
	Iteration 33Q: 3 clusters Score -109009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -109010.851562 Penalty: 702.683044
	Iteration 34Q: 3 clusters Score -109010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -109011.273438 Penalty: 702.683044
	Iteration 35Q: 3 clusters Score -109011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -109013.507812 Penalty: 702.683044
	Iteration 36Q: 3 clusters Score -109013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -109014.484375 Penalty: 702.683044
	Iteration 37Q: 3 clusters Score -109014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -109014.976562 Penalty: 702.683044
	Iteration 38Q: 3 clusters Score -109015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -109014.976562 Penalty: 702.683044
	Iteration 39F: 3 clusters Score -109015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38898.164062 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38898.16 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -39062.710938 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39062.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39146.042969 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39146.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39265.597656 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39265.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -39397.910156 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39397.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -39474.921875 Penalty: 613.494751
	Iteration 5F: 3 clusters Score -39474.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -39519.464844 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -39519.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -39556.460938 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -39556.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -39565.023438 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39565.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39568.324219 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39568.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -39571.238281 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39571.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -39575.539062 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39575.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -39576.574219 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39576.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39578.359375 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39578.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39578.359375 Penalty: 613.494751
	Iteration 14F: 3 clusters Score -39578.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9822.236328 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9822.236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9910.604492 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9910.604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9949.505859 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9949.506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9963.360352 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -9963.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9974.744141 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9974.744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9984.256836 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9984.257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9991.837891 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -9991.838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10001.859375 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -10001.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10001.859375 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -10001.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -178310.765625 Penalty: 372.623230
	Iteration 0F: 2 clusters Score -178310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -175789.234375 Penalty: 745.246460
	Iteration 0F: 3 clusters Score -175789.2 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -176661.125000 Penalty: 745.246460
	Iteration 1F: 3 clusters Score -176661.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -176741.000000 Penalty: 745.246460
	Iteration 2F: 3 clusters Score -176741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -176821.921875 Penalty: 745.246460
	Iteration 3Q: 3 clusters Score -176821.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -176930.562500 Penalty: 745.246460
	Iteration 4F: 3 clusters Score -176930.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -177067.109375 Penalty: 745.246460
	Iteration 5F: 3 clusters Score -177067.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -177257.015625 Penalty: 745.246460
	Iteration 6F: 3 clusters Score -177257 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -177472.453125 Penalty: 745.246460
	Iteration 7F: 3 clusters Score -177472.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -177632.343750 Penalty: 745.246460
	Iteration 8F: 3 clusters Score -177632.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -177750.671875 Penalty: 745.246460
	Iteration 9Q: 3 clusters Score -177750.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -177850.812500 Penalty: 745.246460
	Iteration 10Q: 3 clusters Score -177850.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -177902.828125 Penalty: 745.246460
	Iteration 11Q: 3 clusters Score -177902.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -177937.578125 Penalty: 745.246460
	Iteration 12Q: 3 clusters Score -177937.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -177956.171875 Penalty: 745.246460
	Iteration 13Q: 3 clusters Score -177956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -177970.062500 Penalty: 745.246460
	Iteration 14Q: 3 clusters Score -177970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -177979.203125 Penalty: 745.246460
	Iteration 15Q: 3 clusters Score -177979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -177984.578125 Penalty: 745.246460
	Iteration 16Q: 3 clusters Score -177984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -177986.156250 Penalty: 745.246460
	Iteration 17Q: 3 clusters Score -177986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -177988.031250 Penalty: 745.246460
	Iteration 18Q: 3 clusters Score -177988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -177988.031250 Penalty: 745.246460
	Iteration 19F: 3 clusters Score -177988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -66514.554688 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -66514.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -65610.335938 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -65610.34 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65853.468750 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -65853.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -65888.320312 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -65888.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65912.382812 Penalty: 643.744629
	Iteration 3Q: 3 clusters Score -65912.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65934.593750 Penalty: 643.744629
	Iteration 4Q: 3 clusters Score -65934.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -65953.148438 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -65953.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -65970.531250 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -65970.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -65987.789062 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -65987.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66000.054688 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -66000.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -66019.851562 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -66019.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -66041.796875 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -66041.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -66063.000000 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -66063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -66085.093750 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -66085.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -66099.695312 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -66099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -66108.445312 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -66108.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -66120.718750 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -66120.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -66129.007812 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -66129.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -66138.031250 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -66138.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -66145.789062 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -66145.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -66155.476562 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -66155.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -66160.507812 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -66160.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66169.156250 Penalty: 643.744629
	Iteration 21Q: 3 clusters Score -66169.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -66172.843750 Penalty: 643.744629
	Iteration 22Q: 3 clusters Score -66172.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -66174.992188 Penalty: 643.744629
	Iteration 23Q: 3 clusters Score -66174.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -66177.148438 Penalty: 643.744629
	Iteration 24Q: 3 clusters Score -66177.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -66180.492188 Penalty: 643.744629
	Iteration 25Q: 3 clusters Score -66180.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -66183.085938 Penalty: 643.744629
	Iteration 26Q: 3 clusters Score -66183.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -66185.664062 Penalty: 643.744629
	Iteration 27Q: 3 clusters Score -66185.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -66188.757812 Penalty: 643.744629
	Iteration 28Q: 3 clusters Score -66188.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66192.640625 Penalty: 643.744629
	Iteration 29Q: 3 clusters Score -66192.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -66194.679688 Penalty: 643.744629
	Iteration 30Q: 3 clusters Score -66194.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -66197.734375 Penalty: 643.744629
	Iteration 31Q: 3 clusters Score -66197.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -66199.210938 Penalty: 643.744629
	Iteration 32Q: 3 clusters Score -66199.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66201.929688 Penalty: 643.744629
	Iteration 33Q: 3 clusters Score -66201.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -66203.687500 Penalty: 643.744629
	Iteration 34Q: 3 clusters Score -66203.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -66206.125000 Penalty: 643.744629
	Iteration 35Q: 3 clusters Score -66206.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -66207.531250 Penalty: 643.744629
	Iteration 36Q: 3 clusters Score -66207.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -66209.468750 Penalty: 643.744629
	Iteration 37Q: 3 clusters Score -66209.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -66211.531250 Penalty: 643.744629
	Iteration 38Q: 3 clusters Score -66211.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -66211.945312 Penalty: 643.744629
	Iteration 39Q: 3 clusters Score -66211.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -66211.945312 Penalty: 643.744629
	Iteration 40F: 3 clusters Score -66211.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -404090.375000 Penalty: 407.922729
	Iteration 0F: 2 clusters Score -404090.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -398833.375000 Penalty: 815.845459
	Iteration 0F: 3 clusters Score -398833.4 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -400885.687500 Penalty: 815.845459
	Iteration 1F: 3 clusters Score -400885.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -401030.593750 Penalty: 815.845459
	Iteration 2Q: 3 clusters Score -401030.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -401307.656250 Penalty: 815.845459
	Iteration 3F: 3 clusters Score -401307.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -401723.531250 Penalty: 815.845459
	Iteration 4F: 3 clusters Score -401723.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -402226.500000 Penalty: 815.845459
	Iteration 5F: 3 clusters Score -402226.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -402712.062500 Penalty: 815.845459
	Iteration 6F: 3 clusters Score -402712.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -403044.312500 Penalty: 815.845459
	Iteration 7F: 3 clusters Score -403044.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -403214.968750 Penalty: 815.845459
	Iteration 8Q: 3 clusters Score -403215 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -403300.500000 Penalty: 815.845459
	Iteration 9Q: 3 clusters Score -403300.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -403361.093750 Penalty: 815.845459
	Iteration 10Q: 3 clusters Score -403361.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -403416.000000 Penalty: 815.845459
	Iteration 11Q: 3 clusters Score -403416 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -403460.968750 Penalty: 815.845459
	Iteration 12Q: 3 clusters Score -403461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -403496.968750 Penalty: 815.845459
	Iteration 13Q: 3 clusters Score -403497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -403525.000000 Penalty: 815.845459
	Iteration 14Q: 3 clusters Score -403525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -403551.031250 Penalty: 815.845459
	Iteration 15Q: 3 clusters Score -403551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -403574.281250 Penalty: 815.845459
	Iteration 16Q: 3 clusters Score -403574.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -403590.468750 Penalty: 815.845459
	Iteration 17Q: 3 clusters Score -403590.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -403607.156250 Penalty: 815.845459
	Iteration 18Q: 3 clusters Score -403607.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -403630.218750 Penalty: 815.845459
	Iteration 19Q: 3 clusters Score -403630.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -403649.593750 Penalty: 815.845459
	Iteration 20F: 3 clusters Score -403649.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -403672.437500 Penalty: 815.845459
	Iteration 21Q: 3 clusters Score -403672.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -403687.250000 Penalty: 815.845459
	Iteration 22Q: 3 clusters Score -403687.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -403699.500000 Penalty: 815.845459
	Iteration 23Q: 3 clusters Score -403699.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -403709.750000 Penalty: 815.845459
	Iteration 24Q: 3 clusters Score -403709.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -403715.281250 Penalty: 815.845459
	Iteration 25Q: 3 clusters Score -403715.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -403720.093750 Penalty: 815.845459
	Iteration 26Q: 3 clusters Score -403720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -403722.156250 Penalty: 815.845459
	Iteration 27Q: 3 clusters Score -403722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -403723.937500 Penalty: 815.845459
	Iteration 28Q: 3 clusters Score -403723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -403725.250000 Penalty: 815.845459
	Iteration 29Q: 3 clusters Score -403725.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -403728.750000 Penalty: 815.845459
	Iteration 30Q: 3 clusters Score -403728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -403729.843750 Penalty: 815.845459
	Iteration 31Q: 3 clusters Score -403729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -403732.937500 Penalty: 815.845459
	Iteration 32Q: 3 clusters Score -403732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -403734.656250 Penalty: 815.845459
	Iteration 33Q: 3 clusters Score -403734.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -403736.937500 Penalty: 815.845459
	Iteration 34Q: 3 clusters Score -403736.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -403739.437500 Penalty: 815.845459
	Iteration 35Q: 3 clusters Score -403739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -403740.781250 Penalty: 815.845459
	Iteration 36Q: 3 clusters Score -403740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -403742.562500 Penalty: 815.845459
	Iteration 37Q: 3 clusters Score -403742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -403742.843750 Penalty: 815.845459
	Iteration 38Q: 3 clusters Score -403742.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -403743.468750 Penalty: 815.845459
	Iteration 39Q: 3 clusters Score -403743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -403744.406250 Penalty: 815.845459
	Iteration 40F: 3 clusters Score -403744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -403747.437500 Penalty: 815.845459
	Iteration 41Q: 3 clusters Score -403747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -403748.468750 Penalty: 815.845459
	Iteration 42Q: 3 clusters Score -403748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -403748.312500 Penalty: 815.845459
	Iteration 43Q: 3 clusters Score -403748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -403748.312500 Penalty: 815.845459
	Iteration 44Q: 3 clusters Score -403748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -403748.656250 Penalty: 815.845459
	Iteration 45Q: 3 clusters Score -403748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -403749.593750 Penalty: 815.845459
	Iteration 46Q: 3 clusters Score -403749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -403749.875000 Penalty: 815.845459
	Iteration 47Q: 3 clusters Score -403749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -403749.781250 Penalty: 815.845459
	Iteration 48Q: 3 clusters Score -403749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -403749.562500 Penalty: 815.845459
	Iteration 49Q: 3 clusters Score -403749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -403751.656250 Penalty: 815.845459
	Iteration 50Q: 3 clusters Score -403751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -403751.656250 Penalty: 815.845459
	Iteration 51Q: 3 clusters Score -403751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -403753.437500 Penalty: 815.845459
	Iteration 52Q: 3 clusters Score -403753.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -403752.937500 Penalty: 815.845459
	Iteration 53Q: 3 clusters Score -403752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -403754.500000 Penalty: 815.845459
	Iteration 54Q: 3 clusters Score -403754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -403754.593750 Penalty: 815.845459
	Iteration 55Q: 3 clusters Score -403754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -403755.312500 Penalty: 815.845459
	Iteration 56Q: 3 clusters Score -403755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -403755.812500 Penalty: 815.845459
	Iteration 57Q: 3 clusters Score -403755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -403756.187500 Penalty: 815.845459
	Iteration 58Q: 3 clusters Score -403756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -403756.437500 Penalty: 815.845459
	Iteration 59Q: 3 clusters Score -403756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -403757.500000 Penalty: 815.845459
	Iteration 60F: 3 clusters Score -403757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -403757.343750 Penalty: 815.845459
	Iteration 61Q: 3 clusters Score -403757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -403757.687500 Penalty: 815.845459
	Iteration 62Q: 3 clusters Score -403757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -403757.843750 Penalty: 815.845459
	Iteration 63Q: 3 clusters Score -403757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -403758.031250 Penalty: 815.845459
	Iteration 64Q: 3 clusters Score -403758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -403759.250000 Penalty: 815.845459
	Iteration 65Q: 3 clusters Score -403759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -403760.125000 Penalty: 815.845459
	Iteration 66Q: 3 clusters Score -403760.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -403762.031250 Penalty: 815.845459
	Iteration 67Q: 3 clusters Score -403762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -403766.031250 Penalty: 815.845459
	Iteration 68Q: 3 clusters Score -403766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -403768.875000 Penalty: 815.845459
	Iteration 69Q: 3 clusters Score -403768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -403771.500000 Penalty: 815.845459
	Iteration 70Q: 3 clusters Score -403771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -403773.187500 Penalty: 815.845459
	Iteration 71Q: 3 clusters Score -403773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -403774.812500 Penalty: 815.845459
	Iteration 72Q: 3 clusters Score -403774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -403776.000000 Penalty: 815.845459
	Iteration 73Q: 3 clusters Score -403776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -403775.968750 Penalty: 815.845459
	Iteration 74Q: 3 clusters Score -403776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -403776.156250 Penalty: 815.845459
	Iteration 75Q: 3 clusters Score -403776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -403775.562500 Penalty: 815.845459
	Iteration 76Q: 3 clusters Score -403775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -403775.562500 Penalty: 815.845459
	Iteration 77F: 3 clusters Score -403775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -315868.062500 Penalty: 394.387299
	Iteration 0F: 2 clusters Score -315868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -311969.531250 Penalty: 788.774597
	Iteration 0F: 3 clusters Score -311969.5 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -313445.781250 Penalty: 788.774597
	Iteration 1F: 3 clusters Score -313445.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -313622.250000 Penalty: 788.774597
	Iteration 2F: 3 clusters Score -313622.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -313859.968750 Penalty: 788.774597
	Iteration 3F: 3 clusters Score -313860 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -314204.906250 Penalty: 788.774597
	Iteration 4F: 3 clusters Score -314204.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -314545.781250 Penalty: 788.774597
	Iteration 5F: 3 clusters Score -314545.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -314819.937500 Penalty: 788.774597
	Iteration 6F: 3 clusters Score -314819.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -315022.062500 Penalty: 788.774597
	Iteration 7Q: 3 clusters Score -315022.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -315165.406250 Penalty: 788.774597
	Iteration 8Q: 3 clusters Score -315165.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -315271.593750 Penalty: 788.774597
	Iteration 9Q: 3 clusters Score -315271.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -315344.000000 Penalty: 788.774597
	Iteration 10Q: 3 clusters Score -315344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -315388.218750 Penalty: 788.774597
	Iteration 11Q: 3 clusters Score -315388.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -315411.875000 Penalty: 788.774597
	Iteration 12Q: 3 clusters Score -315411.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -315435.281250 Penalty: 788.774597
	Iteration 13Q: 3 clusters Score -315435.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -315454.281250 Penalty: 788.774597
	Iteration 14Q: 3 clusters Score -315454.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -315465.812500 Penalty: 788.774597
	Iteration 15Q: 3 clusters Score -315465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -315480.312500 Penalty: 788.774597
	Iteration 16Q: 3 clusters Score -315480.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -315490.062500 Penalty: 788.774597
	Iteration 17Q: 3 clusters Score -315490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -315498.218750 Penalty: 788.774597
	Iteration 18Q: 3 clusters Score -315498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -315502.062500 Penalty: 788.774597
	Iteration 19Q: 3 clusters Score -315502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -315503.812500 Penalty: 788.774597
	Iteration 20F: 3 clusters Score -315503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -315504.187500 Penalty: 788.774597
	Iteration 21Q: 3 clusters Score -315504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -315504.187500 Penalty: 788.774597
	Iteration 22F: 3 clusters Score -315504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Entering Unmasked Estep 
Score: -661031.312500 Penalty: 430.070984
	Iteration 0F: 2 clusters Score -661031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -652516.187500 Penalty: 860.141968
	Iteration 0F: 3 clusters Score -652516.2 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -656048.125000 Penalty: 860.141968
	Iteration 1F: 3 clusters Score -656048.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -656407.000000 Penalty: 860.141968
	Iteration 2F: 3 clusters Score -656407 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -656925.437500 Penalty: 860.141968
	Iteration 3F: 3 clusters Score -656925.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -657742.875000 Penalty: 860.141968
	Iteration 4F: 3 clusters Score -657742.9 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -658737.500000 Penalty: 860.141968
	Iteration 5F: 3 clusters Score -658737.5 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -659581.375000 Penalty: 860.141968
	Iteration 6F: 3 clusters Score -659581.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -660222.125000 Penalty: 860.141968
	Iteration 7Q: 3 clusters Score -660222.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -660538.062500 Penalty: 860.141968
	Iteration 8Q: 3 clusters Score -660538.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -660643.875000 Penalty: 860.141968
	Iteration 9Q: 3 clusters Score -660643.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -660701.500000 Penalty: 860.141968
	Iteration 10Q: 3 clusters Score -660701.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -660745.812500 Penalty: 860.141968
	Iteration 11Q: 3 clusters Score -660745.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -660771.062500 Penalty: 860.141968
	Iteration 12Q: 3 clusters Score -660771.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -660788.500000 Penalty: 860.141968
	Iteration 13Q: 3 clusters Score -660788.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -660805.687500 Penalty: 860.141968
	Iteration 14Q: 3 clusters Score -660805.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -660819.312500 Penalty: 860.141968
	Iteration 15Q: 3 clusters Score -660819.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -660832.187500 Penalty: 860.141968
	Iteration 16Q: 3 clusters Score -660832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -660842.875000 Penalty: 860.141968
	Iteration 17Q: 3 clusters Score -660842.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -660850.312500 Penalty: 860.141968
	Iteration 18Q: 3 clusters Score -660850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -660855.250000 Penalty: 860.141968
	Iteration 19Q: 3 clusters Score -660855.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -660860.562500 Penalty: 860.141968
	Iteration 20F: 3 clusters Score -660860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -660865.437500 Penalty: 860.141968
	Iteration 21Q: 3 clusters Score -660865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660867.937500 Penalty: 860.141968
	Iteration 22Q: 3 clusters Score -660867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660871.062500 Penalty: 860.141968
	Iteration 23Q: 3 clusters Score -660871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -660874.062500 Penalty: 860.141968
	Iteration 24Q: 3 clusters Score -660874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -660874.312500 Penalty: 860.141968
	Iteration 25Q: 3 clusters Score -660874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -660875.312500 Penalty: 860.141968
	Iteration 26Q: 3 clusters Score -660875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -660877.375000 Penalty: 860.141968
	Iteration 27Q: 3 clusters Score -660877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -660877.125000 Penalty: 860.141968
	Iteration 28Q: 3 clusters Score -660877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -660877.500000 Penalty: 860.141968
	Iteration 29Q: 3 clusters Score -660877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660878.875000 Penalty: 860.141968
	Iteration 30Q: 3 clusters Score -660878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -660877.687500 Penalty: 860.141968
	Iteration 31Q: 3 clusters Score -660877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660876.312500 Penalty: 860.141968
	Iteration 32Q: 3 clusters Score -660876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -660876.312500 Penalty: 860.141968
	Iteration 33F: 3 clusters Score -660876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -218181.406250 Penalty: 384.298767
	Iteration 0F: 2 clusters Score -218181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -215011.968750 Penalty: 768.597534
	Iteration 0F: 3 clusters Score -215012 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -216333.484375 Penalty: 768.597534
	Iteration 1F: 3 clusters Score -216333.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -216588.062500 Penalty: 768.597534
	Iteration 2F: 3 clusters Score -216588.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216939.906250 Penalty: 768.597534
	Iteration 3F: 3 clusters Score -216939.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217287.546875 Penalty: 768.597534
	Iteration 4F: 3 clusters Score -217287.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217589.718750 Penalty: 768.597534
	Iteration 5F: 3 clusters Score -217589.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217796.234375 Penalty: 768.597534
	Iteration 6Q: 3 clusters Score -217796.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217906.640625 Penalty: 768.597534
	Iteration 7Q: 3 clusters Score -217906.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -217944.765625 Penalty: 768.597534
	Iteration 8Q: 3 clusters Score -217944.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217959.031250 Penalty: 768.597534
	Iteration 9Q: 3 clusters Score -217959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217965.843750 Penalty: 768.597534
	Iteration 10Q: 3 clusters Score -217965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -217968.500000 Penalty: 768.597534
	Iteration 11Q: 3 clusters Score -217968.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217970.437500 Penalty: 768.597534
	Iteration 12Q: 3 clusters Score -217970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -217971.703125 Penalty: 768.597534
	Iteration 13Q: 3 clusters Score -217971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217971.734375 Penalty: 768.597534
	Iteration 14Q: 3 clusters Score -217971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -217972.171875 Penalty: 768.597534
	Iteration 15Q: 3 clusters Score -217972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217972.718750 Penalty: 768.597534
	Iteration 16Q: 3 clusters Score -217972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217973.328125 Penalty: 768.597534
	Iteration 17Q: 3 clusters Score -217973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217973.750000 Penalty: 768.597534
	Iteration 18Q: 3 clusters Score -217973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217973.750000 Penalty: 768.597534
	Iteration 19F: 3 clusters Score -217973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -120815.164062 Penalty: 360.889801
	Iteration 0F: 2 clusters Score -120815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -118850.335938 Penalty: 721.779602
	Iteration 0F: 3 clusters Score -118850.3 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -119481.945312 Penalty: 721.779602
	Iteration 1F: 3 clusters Score -119481.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -119594.023438 Penalty: 721.779602
	Iteration 2F: 3 clusters Score -119594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -119705.468750 Penalty: 721.779602
	Iteration 3F: 3 clusters Score -119705.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -119810.359375 Penalty: 721.779602
	Iteration 4F: 3 clusters Score -119810.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -119904.648438 Penalty: 721.779602
	Iteration 5F: 3 clusters Score -119904.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119991.296875 Penalty: 721.779602
	Iteration 6Q: 3 clusters Score -119991.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120060.226562 Penalty: 721.779602
	Iteration 7Q: 3 clusters Score -120060.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120132.523438 Penalty: 721.779602
	Iteration 8Q: 3 clusters Score -120132.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120195.320312 Penalty: 721.779602
	Iteration 9Q: 3 clusters Score -120195.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120249.710938 Penalty: 721.779602
	Iteration 10Q: 3 clusters Score -120249.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120299.546875 Penalty: 721.779602
	Iteration 11Q: 3 clusters Score -120299.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120353.476562 Penalty: 721.779602
	Iteration 12Q: 3 clusters Score -120353.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120406.601562 Penalty: 721.779602
	Iteration 13Q: 3 clusters Score -120406.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120441.078125 Penalty: 721.779602
	Iteration 14Q: 3 clusters Score -120441.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120460.906250 Penalty: 721.779602
	Iteration 15Q: 3 clusters Score -120460.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120470.820312 Penalty: 721.779602
	Iteration 16Q: 3 clusters Score -120470.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120480.140625 Penalty: 721.779602
	Iteration 17Q: 3 clusters Score -120480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120489.265625 Penalty: 721.779602
	Iteration 18Q: 3 clusters Score -120489.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120495.289062 Penalty: 721.779602
	Iteration 19Q: 3 clusters Score -120495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120500.859375 Penalty: 721.779602
	Iteration 20F: 3 clusters Score -120500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120504.406250 Penalty: 721.779602
	Iteration 21Q: 3 clusters Score -120504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120509.953125 Penalty: 721.779602
	Iteration 22Q: 3 clusters Score -120510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120515.976562 Penalty: 721.779602
	Iteration 23Q: 3 clusters Score -120516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120521.625000 Penalty: 721.779602
	Iteration 24Q: 3 clusters Score -120521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120529.601562 Penalty: 721.779602
	Iteration 25Q: 3 clusters Score -120529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120535.835938 Penalty: 721.779602
	Iteration 26Q: 3 clusters Score -120535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120539.460938 Penalty: 721.779602
	Iteration 27Q: 3 clusters Score -120539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120541.195312 Penalty: 721.779602
	Iteration 28Q: 3 clusters Score -120541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120541.828125 Penalty: 721.779602
	Iteration 29Q: 3 clusters Score -120541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120542.312500 Penalty: 721.779602
	Iteration 30Q: 3 clusters Score -120542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120542.710938 Penalty: 721.779602
	Iteration 31Q: 3 clusters Score -120542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120543.218750 Penalty: 721.779602
	Iteration 32Q: 3 clusters Score -120543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120543.820312 Penalty: 721.779602
	Iteration 33Q: 3 clusters Score -120543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120544.132812 Penalty: 721.779602
	Iteration 34Q: 3 clusters Score -120544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120544.203125 Penalty: 721.779602
	Iteration 35Q: 3 clusters Score -120544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120544.203125 Penalty: 721.779602
	Iteration 36F: 3 clusters Score -120544.2 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: -116753.156250 Penalty: 351.842743
	Iteration 0F: 2 clusters Score -116753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -115104.882812 Penalty: 703.685486
	Iteration 0F: 3 clusters Score -115104.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -115660.156250 Penalty: 703.685486
	Iteration 1F: 3 clusters Score -115660.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -115755.015625 Penalty: 703.685486
	Iteration 2F: 3 clusters Score -115755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -115818.929688 Penalty: 703.685486
	Iteration 3F: 3 clusters Score -115818.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -115874.867188 Penalty: 703.685486
	Iteration 4Q: 3 clusters Score -115874.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -115947.937500 Penalty: 703.685486
	Iteration 5Q: 3 clusters Score -115947.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -116051.851562 Penalty: 703.685486
	Iteration 6Q: 3 clusters Score -116051.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -116172.039062 Penalty: 703.685486
	Iteration 7F: 3 clusters Score -116172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -116268.265625 Penalty: 703.685486
	Iteration 8Q: 3 clusters Score -116268.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -116326.359375 Penalty: 703.685486
	Iteration 9Q: 3 clusters Score -116326.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -116344.117188 Penalty: 703.685486
	Iteration 10Q: 3 clusters Score -116344.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -116351.882812 Penalty: 703.685486
	Iteration 11Q: 3 clusters Score -116351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -116355.914062 Penalty: 703.685486
	Iteration 12Q: 3 clusters Score -116355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -116359.289062 Penalty: 703.685486
	Iteration 13Q: 3 clusters Score -116359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -116361.460938 Penalty: 703.685486
	Iteration 14Q: 3 clusters Score -116361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -116363.914062 Penalty: 703.685486
	Iteration 15Q: 3 clusters Score -116363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -116366.750000 Penalty: 703.685486
	Iteration 16Q: 3 clusters Score -116366.8 nChanged 13
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: -116369.226562 Penalty: 703.685486
	Iteration 17Q: 3 clusters Score -116369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -116370.187500 Penalty: 703.685486
	Iteration 18Q: 3 clusters Score -116370.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -116370.703125 Penalty: 703.685486
	Iteration 19Q: 3 clusters Score -116370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -116370.820312 Penalty: 703.685486
	Iteration 20F: 3 clusters Score -116370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -116371.015625 Penalty: 703.685486
	Iteration 21Q: 3 clusters Score -116371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -116371.054688 Penalty: 703.685486
	Iteration 22Q: 3 clusters Score -116371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -116371.234375 Penalty: 703.685486
	Iteration 23Q: 3 clusters Score -116371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -116371.585938 Penalty: 703.685486
	Iteration 24Q: 3 clusters Score -116371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -116371.867188 Penalty: 703.685486
	Iteration 25Q: 3 clusters Score -116371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -116371.750000 Penalty: 703.685486
	Iteration 26Q: 3 clusters Score -116371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -116372.046875 Penalty: 703.685486
	Iteration 27Q: 3 clusters Score -116372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -116372.343750 Penalty: 703.685486
	Iteration 28Q: 3 clusters Score -116372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -116372.343750 Penalty: 703.685486
	Iteration 29F: 3 clusters Score -116372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -621026.750000 Penalty: 430.748322
	Iteration 0F: 2 clusters Score -621026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -612409.375000 Penalty: 861.496643
	Iteration 0F: 3 clusters Score -612409.4 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -615978.562500 Penalty: 861.496643
	Iteration 1F: 3 clusters Score -615978.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -616274.875000 Penalty: 861.496643
	Iteration 2Q: 3 clusters Score -616274.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -616736.187500 Penalty: 861.496643
	Iteration 3F: 3 clusters Score -616736.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -617390.625000 Penalty: 861.496643
	Iteration 4F: 3 clusters Score -617390.6 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -618141.812500 Penalty: 861.496643
	Iteration 5F: 3 clusters Score -618141.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -618598.187500 Penalty: 861.496643
	Iteration 6F: 3 clusters Score -618598.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -618784.375000 Penalty: 861.496643
	Iteration 7Q: 3 clusters Score -618784.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -618882.312500 Penalty: 861.496643
	Iteration 8Q: 3 clusters Score -618882.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -618960.687500 Penalty: 861.496643
	Iteration 9Q: 3 clusters Score -618960.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -619047.437500 Penalty: 861.496643
	Iteration 10Q: 3 clusters Score -619047.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -619146.062500 Penalty: 861.496643
	Iteration 11Q: 3 clusters Score -619146.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -619261.875000 Penalty: 861.496643
	Iteration 12Q: 3 clusters Score -619261.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -619413.875000 Penalty: 861.496643
	Iteration 13Q: 3 clusters Score -619413.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -619569.187500 Penalty: 861.496643
	Iteration 14Q: 3 clusters Score -619569.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -619729.187500 Penalty: 861.496643
	Iteration 15Q: 3 clusters Score -619729.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -619896.250000 Penalty: 861.496643
	Iteration 16Q: 3 clusters Score -619896.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -620033.250000 Penalty: 861.496643
	Iteration 17Q: 3 clusters Score -620033.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -620160.250000 Penalty: 861.496643
	Iteration 18Q: 3 clusters Score -620160.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -620267.625000 Penalty: 861.496643
	Iteration 19Q: 3 clusters Score -620267.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -620362.000000 Penalty: 861.496643
	Iteration 20F: 3 clusters Score -620362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -620431.312500 Penalty: 861.496643
	Iteration 21Q: 3 clusters Score -620431.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -620482.937500 Penalty: 861.496643
	Iteration 22Q: 3 clusters Score -620482.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -620524.437500 Penalty: 861.496643
	Iteration 23Q: 3 clusters Score -620524.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -620545.562500 Penalty: 861.496643
	Iteration 24Q: 3 clusters Score -620545.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -620557.625000 Penalty: 861.496643
	Iteration 25Q: 3 clusters Score -620557.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -620566.750000 Penalty: 861.496643
	Iteration 26Q: 3 clusters Score -620566.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -620571.062500 Penalty: 861.496643
	Iteration 27Q: 3 clusters Score -620571.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -620575.437500 Penalty: 861.496643
	Iteration 28Q: 3 clusters Score -620575.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -620580.750000 Penalty: 861.496643
	Iteration 29Q: 3 clusters Score -620580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -620584.000000 Penalty: 861.496643
	Iteration 30Q: 3 clusters Score -620584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -620588.187500 Penalty: 861.496643
	Iteration 31Q: 3 clusters Score -620588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -620588.625000 Penalty: 861.496643
	Iteration 32Q: 3 clusters Score -620588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620588.687500 Penalty: 861.496643
	Iteration 33Q: 3 clusters Score -620588.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -620590.062500 Penalty: 861.496643
	Iteration 34Q: 3 clusters Score -620590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -620588.625000 Penalty: 861.496643
	Iteration 35Q: 3 clusters Score -620588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -620590.312500 Penalty: 861.496643
	Iteration 36Q: 3 clusters Score -620590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -620589.937500 Penalty: 861.496643
	Iteration 37Q: 3 clusters Score -620589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -620589.562500 Penalty: 861.496643
	Iteration 38Q: 3 clusters Score -620589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -620589.812500 Penalty: 861.496643
	Iteration 39Q: 3 clusters Score -620589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -620589.812500 Penalty: 861.496643
	Iteration 40F: 3 clusters Score -620589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5676.081543 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5676.082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5726.159180 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5726.159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5737.791504 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5737.792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5741.039062 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5741.039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5742.786133 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5742.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5742.786133 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -5742.786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -110200.562500 Penalty: 353.062439
	Iteration 0F: 2 clusters Score -110200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -108533.539062 Penalty: 706.124878
	Iteration 0F: 3 clusters Score -108533.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -109076.359375 Penalty: 706.124878
	Iteration 1F: 3 clusters Score -109076.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -109139.351562 Penalty: 706.124878
	Iteration 2F: 3 clusters Score -109139.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -109194.421875 Penalty: 706.124878
	Iteration 3Q: 3 clusters Score -109194.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -109255.921875 Penalty: 706.124878
	Iteration 4Q: 3 clusters Score -109255.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -109324.804688 Penalty: 706.124878
	Iteration 5Q: 3 clusters Score -109324.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -109417.812500 Penalty: 706.124878
	Iteration 6Q: 3 clusters Score -109417.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -109523.125000 Penalty: 706.124878
	Iteration 7Q: 3 clusters Score -109523.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -109618.515625 Penalty: 706.124878
	Iteration 8Q: 3 clusters Score -109618.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -109686.718750 Penalty: 706.124878
	Iteration 9Q: 3 clusters Score -109686.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -109719.507812 Penalty: 706.124878
	Iteration 10Q: 3 clusters Score -109719.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -109747.679688 Penalty: 706.124878
	Iteration 11Q: 3 clusters Score -109747.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -109767.515625 Penalty: 706.124878
	Iteration 12Q: 3 clusters Score -109767.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -109782.367188 Penalty: 706.124878
	Iteration 13Q: 3 clusters Score -109782.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -109798.156250 Penalty: 706.124878
	Iteration 14Q: 3 clusters Score -109798.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -109816.554688 Penalty: 706.124878
	Iteration 15Q: 3 clusters Score -109816.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -109828.875000 Penalty: 706.124878
	Iteration 16Q: 3 clusters Score -109828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -109847.468750 Penalty: 706.124878
	Iteration 17Q: 3 clusters Score -109847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -109866.335938 Penalty: 706.124878
	Iteration 18Q: 3 clusters Score -109866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -109882.937500 Penalty: 706.124878
	Iteration 19Q: 3 clusters Score -109882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -109887.023438 Penalty: 706.124878
	Iteration 20F: 3 clusters Score -109887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -109888.820312 Penalty: 706.124878
	Iteration 21Q: 3 clusters Score -109888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -109890.820312 Penalty: 706.124878
	Iteration 22Q: 3 clusters Score -109890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -109891.492188 Penalty: 706.124878
	Iteration 23Q: 3 clusters Score -109891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -109893.984375 Penalty: 706.124878
	Iteration 24Q: 3 clusters Score -109894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -109894.953125 Penalty: 706.124878
	Iteration 25Q: 3 clusters Score -109895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -109894.953125 Penalty: 706.124878
	Iteration 26F: 3 clusters Score -109895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8855.190430 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8855.19 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 113 members 
Entering Unmasked Estep 
Score: -8544.791016 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8544.791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8623.477539 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8623.478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8663.428711 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8663.429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8685.184570 Penalty: 492.052612
	Iteration 3F: 3 clusters Score -8685.185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8710.094727 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8710.095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8731.468750 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8731.469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8740.000000 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -8740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8742.431641 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -8742.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8742.431641 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -8742.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -364209.687500 Penalty: 406.529724
	Iteration 0F: 2 clusters Score -364209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -359113.093750 Penalty: 813.059448
	Iteration 0F: 3 clusters Score -359113.1 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -361286.187500 Penalty: 813.059448
	Iteration 1F: 3 clusters Score -361286.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -361623.656250 Penalty: 813.059448
	Iteration 2F: 3 clusters Score -361623.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -362122.625000 Penalty: 813.059448
	Iteration 3F: 3 clusters Score -362122.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -362743.937500 Penalty: 813.059448
	Iteration 4F: 3 clusters Score -362743.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -363301.593750 Penalty: 813.059448
	Iteration 5F: 3 clusters Score -363301.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -363621.468750 Penalty: 813.059448
	Iteration 6Q: 3 clusters Score -363621.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -363762.062500 Penalty: 813.059448
	Iteration 7Q: 3 clusters Score -363762.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -363807.312500 Penalty: 813.059448
	Iteration 8Q: 3 clusters Score -363807.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -363825.375000 Penalty: 813.059448
	Iteration 9Q: 3 clusters Score -363825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -363834.906250 Penalty: 813.059448
	Iteration 10Q: 3 clusters Score -363834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -363839.656250 Penalty: 813.059448
	Iteration 11Q: 3 clusters Score -363839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -363843.187500 Penalty: 813.059448
	Iteration 12Q: 3 clusters Score -363843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -363843.187500 Penalty: 813.059448
	Iteration 13F: 3 clusters Score -363843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -138305.093750 Penalty: 359.377716
	Iteration 0F: 2 clusters Score -138305.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136459.328125 Penalty: 718.755432
	Iteration 0F: 3 clusters Score -136459.3 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -137187.390625 Penalty: 718.755432
	Iteration 1F: 3 clusters Score -137187.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -137399.984375 Penalty: 718.755432
	Iteration 2F: 3 clusters Score -137400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -137585.859375 Penalty: 718.755432
	Iteration 3F: 3 clusters Score -137585.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -137729.437500 Penalty: 718.755432
	Iteration 4F: 3 clusters Score -137729.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -137878.015625 Penalty: 718.755432
	Iteration 5F: 3 clusters Score -137878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -137985.953125 Penalty: 718.755432
	Iteration 6Q: 3 clusters Score -137986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -138065.687500 Penalty: 718.755432
	Iteration 7Q: 3 clusters Score -138065.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -138103.468750 Penalty: 718.755432
	Iteration 8Q: 3 clusters Score -138103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -138118.343750 Penalty: 718.755432
	Iteration 9Q: 3 clusters Score -138118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -138125.265625 Penalty: 718.755432
	Iteration 10Q: 3 clusters Score -138125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -138126.875000 Penalty: 718.755432
	Iteration 11Q: 3 clusters Score -138126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -138128.531250 Penalty: 718.755432
	Iteration 12Q: 3 clusters Score -138128.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -138130.015625 Penalty: 718.755432
	Iteration 13Q: 3 clusters Score -138130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -138130.515625 Penalty: 718.755432
	Iteration 14Q: 3 clusters Score -138130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -138131.203125 Penalty: 718.755432
	Iteration 15Q: 3 clusters Score -138131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -138132.250000 Penalty: 718.755432
	Iteration 16Q: 3 clusters Score -138132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -138132.703125 Penalty: 718.755432
	Iteration 17Q: 3 clusters Score -138132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -138133.375000 Penalty: 718.755432
	Iteration 18Q: 3 clusters Score -138133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -138134.000000 Penalty: 718.755432
	Iteration 19Q: 3 clusters Score -138134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -138134.593750 Penalty: 718.755432
	Iteration 20F: 3 clusters Score -138134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -138135.812500 Penalty: 718.755432
	Iteration 21Q: 3 clusters Score -138135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -138137.875000 Penalty: 718.755432
	Iteration 22Q: 3 clusters Score -138137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -138139.625000 Penalty: 718.755432
	Iteration 23Q: 3 clusters Score -138139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -138141.734375 Penalty: 718.755432
	Iteration 24Q: 3 clusters Score -138141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -138143.250000 Penalty: 718.755432
	Iteration 25Q: 3 clusters Score -138143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -138144.078125 Penalty: 718.755432
	Iteration 26Q: 3 clusters Score -138144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -138144.515625 Penalty: 718.755432
	Iteration 27Q: 3 clusters Score -138144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -138145.250000 Penalty: 718.755432
	Iteration 28Q: 3 clusters Score -138145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -138145.906250 Penalty: 718.755432
	Iteration 29Q: 3 clusters Score -138145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -138146.171875 Penalty: 718.755432
	Iteration 30Q: 3 clusters Score -138146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -138146.390625 Penalty: 718.755432
	Iteration 31Q: 3 clusters Score -138146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -138146.562500 Penalty: 718.755432
	Iteration 32Q: 3 clusters Score -138146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -138146.562500 Penalty: 718.755432
	Iteration 33F: 3 clusters Score -138146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Entering Unmasked Estep 
Score: -897514.312500 Penalty: 446.888947
	Iteration 0F: 2 clusters Score -897514.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -885124.687500 Penalty: 893.777893
	Iteration 0F: 3 clusters Score -885124.7 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -890206.687500 Penalty: 893.777893
	Iteration 1F: 3 clusters Score -890206.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -890383.375000 Penalty: 893.777893
	Iteration 2Q: 3 clusters Score -890383.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -890608.687500 Penalty: 893.777893
	Iteration 3Q: 3 clusters Score -890608.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -890890.875000 Penalty: 893.777893
	Iteration 4Q: 3 clusters Score -890890.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -891303.625000 Penalty: 893.777893
	Iteration 5Q: 3 clusters Score -891303.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -891923.875000 Penalty: 893.777893
	Iteration 6F: 3 clusters Score -891923.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -892781.250000 Penalty: 893.777893
	Iteration 7F: 3 clusters Score -892781.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -893536.375000 Penalty: 893.777893
	Iteration 8F: 3 clusters Score -893536.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -893857.250000 Penalty: 893.777893
	Iteration 9Q: 3 clusters Score -893857.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -893984.625000 Penalty: 893.777893
	Iteration 10Q: 3 clusters Score -893984.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -894079.500000 Penalty: 893.777893
	Iteration 11Q: 3 clusters Score -894079.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -894165.250000 Penalty: 893.777893
	Iteration 12Q: 3 clusters Score -894165.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -894254.000000 Penalty: 893.777893
	Iteration 13Q: 3 clusters Score -894254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -894356.187500 Penalty: 893.777893
	Iteration 14Q: 3 clusters Score -894356.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -894473.500000 Penalty: 893.777893
	Iteration 15Q: 3 clusters Score -894473.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -894608.562500 Penalty: 893.777893
	Iteration 16Q: 3 clusters Score -894608.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -894771.500000 Penalty: 893.777893
	Iteration 17Q: 3 clusters Score -894771.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -894945.125000 Penalty: 893.777893
	Iteration 18Q: 3 clusters Score -894945.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -895131.687500 Penalty: 893.777893
	Iteration 19Q: 3 clusters Score -895131.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -895315.062500 Penalty: 893.777893
	Iteration 20F: 3 clusters Score -895315.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -895536.625000 Penalty: 893.777893
	Iteration 21Q: 3 clusters Score -895536.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -895783.437500 Penalty: 893.777893
	Iteration 22Q: 3 clusters Score -895783.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -896004.937500 Penalty: 893.777893
	Iteration 23Q: 3 clusters Score -896004.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -896190.937500 Penalty: 893.777893
	Iteration 24Q: 3 clusters Score -896190.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -896365.437500 Penalty: 893.777893
	Iteration 25Q: 3 clusters Score -896365.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -896518.062500 Penalty: 893.777893
	Iteration 26Q: 3 clusters Score -896518.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -896684.937500 Penalty: 893.777893
	Iteration 27Q: 3 clusters Score -896684.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -896819.562500 Penalty: 893.777893
	Iteration 28Q: 3 clusters Score -896819.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -896919.187500 Penalty: 893.777893
	Iteration 29Q: 3 clusters Score -896919.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -896996.687500 Penalty: 893.777893
	Iteration 30Q: 3 clusters Score -896996.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -897036.562500 Penalty: 893.777893
	Iteration 31Q: 3 clusters Score -897036.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -897067.000000 Penalty: 893.777893
	Iteration 32Q: 3 clusters Score -897067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -897088.000000 Penalty: 893.777893
	Iteration 33Q: 3 clusters Score -897088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -897099.000000 Penalty: 893.777893
	Iteration 34Q: 3 clusters Score -897099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -897109.562500 Penalty: 893.777893
	Iteration 35Q: 3 clusters Score -897109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -897119.937500 Penalty: 893.777893
	Iteration 36Q: 3 clusters Score -897119.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -897123.375000 Penalty: 893.777893
	Iteration 37Q: 3 clusters Score -897123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -897126.812500 Penalty: 893.777893
	Iteration 38Q: 3 clusters Score -897126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -897129.125000 Penalty: 893.777893
	Iteration 39Q: 3 clusters Score -897129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -897131.625000 Penalty: 893.777893
	Iteration 40F: 3 clusters Score -897131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -897131.437500 Penalty: 893.777893
	Iteration 41Q: 3 clusters Score -897131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -897133.062500 Penalty: 893.777893
	Iteration 42Q: 3 clusters Score -897133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -897133.062500 Penalty: 893.777893
	Iteration 43F: 3 clusters Score -897133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 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 176 members 
Entering Unmasked Estep 
Score: -15910.513672 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15910.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15998.860352 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -15998.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16023.606445 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -16023.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16041.596680 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -16041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16048.520508 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16048.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16051.971680 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16051.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16054.944336 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -16054.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16056.172852 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -16056.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16056.172852 Penalty: 533.071899
	Iteration 8F: 3 clusters Score -16056.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -217801.890625 Penalty: 384.532654
	Iteration 0F: 2 clusters Score -217801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -214604.156250 Penalty: 769.065308
	Iteration 0F: 3 clusters Score -214604.2 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -215818.750000 Penalty: 769.065308
	Iteration 1F: 3 clusters Score -215818.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -215951.156250 Penalty: 769.065308
	Iteration 2F: 3 clusters Score -215951.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -216086.156250 Penalty: 769.065308
	Iteration 3F: 3 clusters Score -216086.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -216236.500000 Penalty: 769.065308
	Iteration 4F: 3 clusters Score -216236.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -216421.328125 Penalty: 769.065308
	Iteration 5F: 3 clusters Score -216421.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -216681.734375 Penalty: 769.065308
	Iteration 6F: 3 clusters Score -216681.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -216918.187500 Penalty: 769.065308
	Iteration 7F: 3 clusters Score -216918.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -217135.218750 Penalty: 769.065308
	Iteration 8F: 3 clusters Score -217135.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -217296.593750 Penalty: 769.065308
	Iteration 9Q: 3 clusters Score -217296.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -217392.484375 Penalty: 769.065308
	Iteration 10Q: 3 clusters Score -217392.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -217477.156250 Penalty: 769.065308
	Iteration 11Q: 3 clusters Score -217477.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -217550.593750 Penalty: 769.065308
	Iteration 12Q: 3 clusters Score -217550.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -217593.375000 Penalty: 769.065308
	Iteration 13Q: 3 clusters Score -217593.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -217608.828125 Penalty: 769.065308
	Iteration 14Q: 3 clusters Score -217608.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -217616.390625 Penalty: 769.065308
	Iteration 15Q: 3 clusters Score -217616.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -217619.234375 Penalty: 769.065308
	Iteration 16Q: 3 clusters Score -217619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -217619.500000 Penalty: 769.065308
	Iteration 17Q: 3 clusters Score -217619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -217620.859375 Penalty: 769.065308
	Iteration 18Q: 3 clusters Score -217620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -217621.218750 Penalty: 769.065308
	Iteration 19Q: 3 clusters Score -217621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -217621.968750 Penalty: 769.065308
	Iteration 20F: 3 clusters Score -217622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -217621.796875 Penalty: 769.065308
	Iteration 21Q: 3 clusters Score -217621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -217621.812500 Penalty: 769.065308
	Iteration 22Q: 3 clusters Score -217621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -217621.812500 Penalty: 769.065308
	Iteration 23F: 3 clusters Score -217621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Entering Unmasked Estep 
Score: -3267118.750000 Penalty: 503.627228
	Iteration 0F: 2 clusters Score -3267119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3223964.500000 Penalty: 1007.254456
	Iteration 0F: 3 clusters Score -3223964 nChanged 31083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3244036.500000 Penalty: 1007.254456
	Iteration 1F: 3 clusters Score -3244036 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3246223.750000 Penalty: 1007.254456
	Iteration 2F: 3 clusters Score -3246224 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3249388.250000 Penalty: 1007.254456
	Iteration 3F: 3 clusters Score -3249388 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3253445.250000 Penalty: 1007.254456
	Iteration 4F: 3 clusters Score -3253445 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3256700.250000 Penalty: 1007.254456
	Iteration 5F: 3 clusters Score -3256700 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3258102.750000 Penalty: 1007.254456
	Iteration 6F: 3 clusters Score -3258103 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3258590.250000 Penalty: 1007.254456
	Iteration 7Q: 3 clusters Score -3258590 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3258873.750000 Penalty: 1007.254456
	Iteration 8Q: 3 clusters Score -3258874 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3259131.500000 Penalty: 1007.254456
	Iteration 9Q: 3 clusters Score -3259132 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3259414.750000 Penalty: 1007.254456
	Iteration 10Q: 3 clusters Score -3259415 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3259706.500000 Penalty: 1007.254456
	Iteration 11Q: 3 clusters Score -3259706 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3260000.000000 Penalty: 1007.254456
	Iteration 12Q: 3 clusters Score -3260000 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3260302.250000 Penalty: 1007.254456
	Iteration 13Q: 3 clusters Score -3260302 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3260611.000000 Penalty: 1007.254456
	Iteration 14Q: 3 clusters Score -3260611 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3260901.000000 Penalty: 1007.254456
	Iteration 15Q: 3 clusters Score -3260901 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3261183.250000 Penalty: 1007.254456
	Iteration 16Q: 3 clusters Score -3261183 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3261434.750000 Penalty: 1007.254456
	Iteration 17Q: 3 clusters Score -3261435 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3261642.250000 Penalty: 1007.254456
	Iteration 18Q: 3 clusters Score -3261642 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3261824.000000 Penalty: 1007.254456
	Iteration 19Q: 3 clusters Score -3261824 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3261971.000000 Penalty: 1007.254456
	Iteration 20F: 3 clusters Score -3261971 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3262126.750000 Penalty: 1007.254456
	Iteration 21Q: 3 clusters Score -3262127 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3262275.500000 Penalty: 1007.254456
	Iteration 22Q: 3 clusters Score -3262276 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3262448.250000 Penalty: 1007.254456
	Iteration 23Q: 3 clusters Score -3262448 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3262621.500000 Penalty: 1007.254456
	Iteration 24Q: 3 clusters Score -3262622 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3262779.500000 Penalty: 1007.254456
	Iteration 25Q: 3 clusters Score -3262780 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3262928.250000 Penalty: 1007.254456
	Iteration 26Q: 3 clusters Score -3262928 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3263095.000000 Penalty: 1007.254456
	Iteration 27Q: 3 clusters Score -3263095 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3263241.750000 Penalty: 1007.254456
	Iteration 28Q: 3 clusters Score -3263242 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3263394.750000 Penalty: 1007.254456
	Iteration 29Q: 3 clusters Score -3263395 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3263530.000000 Penalty: 1007.254456
	Iteration 30Q: 3 clusters Score -3263530 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3263675.750000 Penalty: 1007.254456
	Iteration 31Q: 3 clusters Score -3263676 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3263857.750000 Penalty: 1007.254456
	Iteration 32Q: 3 clusters Score -3263858 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3264022.250000 Penalty: 1007.254456
	Iteration 33Q: 3 clusters Score -3264022 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3264170.750000 Penalty: 1007.254456
	Iteration 34Q: 3 clusters Score -3264171 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3264308.500000 Penalty: 1007.254456
	Iteration 35Q: 3 clusters Score -3264308 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3264413.250000 Penalty: 1007.254456
	Iteration 36Q: 3 clusters Score -3264413 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3264524.500000 Penalty: 1007.254456
	Iteration 37Q: 3 clusters Score -3264524 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3264653.250000 Penalty: 1007.254456
	Iteration 38Q: 3 clusters Score -3264653 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3264758.750000 Penalty: 1007.254456
	Iteration 39Q: 3 clusters Score -3264759 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3264876.750000 Penalty: 1007.254456
	Iteration 40F: 3 clusters Score -3264877 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3264993.500000 Penalty: 1007.254456
	Iteration 41Q: 3 clusters Score -3264994 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3265119.250000 Penalty: 1007.254456
	Iteration 42Q: 3 clusters Score -3265119 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3265235.750000 Penalty: 1007.254456
	Iteration 43Q: 3 clusters Score -3265236 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3265359.750000 Penalty: 1007.254456
	Iteration 44Q: 3 clusters Score -3265360 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3265439.000000 Penalty: 1007.254456
	Iteration 45Q: 3 clusters Score -3265439 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3265544.750000 Penalty: 1007.254456
	Iteration 46Q: 3 clusters Score -3265545 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3265620.500000 Penalty: 1007.254456
	Iteration 47Q: 3 clusters Score -3265620 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3265685.000000 Penalty: 1007.254456
	Iteration 48Q: 3 clusters Score -3265685 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3265790.250000 Penalty: 1007.254456
	Iteration 49Q: 3 clusters Score -3265790 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3265858.250000 Penalty: 1007.254456
	Iteration 50Q: 3 clusters Score -3265858 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3265923.750000 Penalty: 1007.254456
	Iteration 51Q: 3 clusters Score -3265924 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3265983.750000 Penalty: 1007.254456
	Iteration 52Q: 3 clusters Score -3265984 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3266052.500000 Penalty: 1007.254456
	Iteration 53Q: 3 clusters Score -3266052 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3266109.000000 Penalty: 1007.254456
	Iteration 54Q: 3 clusters Score -3266109 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3266160.750000 Penalty: 1007.254456
	Iteration 55Q: 3 clusters Score -3266161 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3266213.500000 Penalty: 1007.254456
	Iteration 56Q: 3 clusters Score -3266214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3266258.750000 Penalty: 1007.254456
	Iteration 57Q: 3 clusters Score -3266259 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3266320.500000 Penalty: 1007.254456
	Iteration 58Q: 3 clusters Score -3266320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3266377.000000 Penalty: 1007.254456
	Iteration 59Q: 3 clusters Score -3266377 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3266412.750000 Penalty: 1007.254456
	Iteration 60F: 3 clusters Score -3266413 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3266436.750000 Penalty: 1007.254456
	Iteration 61Q: 3 clusters Score -3266437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3266476.250000 Penalty: 1007.254456
	Iteration 62Q: 3 clusters Score -3266476 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3266508.750000 Penalty: 1007.254456
	Iteration 63Q: 3 clusters Score -3266509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3266545.500000 Penalty: 1007.254456
	Iteration 64Q: 3 clusters Score -3266546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3266583.250000 Penalty: 1007.254456
	Iteration 65Q: 3 clusters Score -3266583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3266609.500000 Penalty: 1007.254456
	Iteration 66Q: 3 clusters Score -3266610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3266632.250000 Penalty: 1007.254456
	Iteration 67Q: 3 clusters Score -3266632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3266642.500000 Penalty: 1007.254456
	Iteration 68Q: 3 clusters Score -3266642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3266659.500000 Penalty: 1007.254456
	Iteration 69Q: 3 clusters Score -3266660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3266676.750000 Penalty: 1007.254456
	Iteration 70Q: 3 clusters Score -3266677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3266693.750000 Penalty: 1007.254456
	Iteration 71Q: 3 clusters Score -3266694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3266713.000000 Penalty: 1007.254456
	Iteration 72Q: 3 clusters Score -3266713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3266718.500000 Penalty: 1007.254456
	Iteration 73Q: 3 clusters Score -3266718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3266716.500000 Penalty: 1007.254456
	Iteration 74Q: 3 clusters Score -3266716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3266727.750000 Penalty: 1007.254456
	Iteration 75Q: 3 clusters Score -3266728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3266728.500000 Penalty: 1007.254456
	Iteration 76Q: 3 clusters Score -3266728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3266735.750000 Penalty: 1007.254456
	Iteration 77Q: 3 clusters Score -3266736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3266744.250000 Penalty: 1007.254456
	Iteration 78Q: 3 clusters Score -3266744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3266750.000000 Penalty: 1007.254456
	Iteration 79Q: 3 clusters Score -3266750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3266762.250000 Penalty: 1007.254456
	Iteration 80F: 3 clusters Score -3266762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3266769.500000 Penalty: 1007.254456
	Iteration 81Q: 3 clusters Score -3266770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3266774.500000 Penalty: 1007.254456
	Iteration 82Q: 3 clusters Score -3266774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3266775.500000 Penalty: 1007.254456
	Iteration 83Q: 3 clusters Score -3266776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3266778.000000 Penalty: 1007.254456
	Iteration 84Q: 3 clusters Score -3266778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3266783.500000 Penalty: 1007.254456
	Iteration 85Q: 3 clusters Score -3266784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3266783.500000 Penalty: 1007.254456
	Iteration 86Q: 3 clusters Score -3266784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3266783.000000 Penalty: 1007.254456
	Iteration 87Q: 3 clusters Score -3266783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3266785.000000 Penalty: 1007.254456
	Iteration 88Q: 3 clusters Score -3266785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3266789.000000 Penalty: 1007.254456
	Iteration 89Q: 3 clusters Score -3266789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3266788.000000 Penalty: 1007.254456
	Iteration 90Q: 3 clusters Score -3266788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3266785.750000 Penalty: 1007.254456
	Iteration 91Q: 3 clusters Score -3266786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3266783.750000 Penalty: 1007.254456
	Iteration 92Q: 3 clusters Score -3266784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3266786.500000 Penalty: 1007.254456
	Iteration 93Q: 3 clusters Score -3266786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3266787.250000 Penalty: 1007.254456
	Iteration 94Q: 3 clusters Score -3266787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3266790.250000 Penalty: 1007.254456
	Iteration 95Q: 3 clusters Score -3266790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3266791.750000 Penalty: 1007.254456
	Iteration 96Q: 3 clusters Score -3266792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3266789.000000 Penalty: 1007.254456
	Iteration 97Q: 3 clusters Score -3266789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3266791.750000 Penalty: 1007.254456
	Iteration 98Q: 3 clusters Score -3266792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3266789.750000 Penalty: 1007.254456
	Iteration 99Q: 3 clusters Score -3266790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3266790.250000 Penalty: 1007.254456
	Iteration 100F: 3 clusters Score -3266790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3266792.000000 Penalty: 1007.254456
	Iteration 101Q: 3 clusters Score -3266792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3266791.500000 Penalty: 1007.254456
	Iteration 102Q: 3 clusters Score -3266792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3266792.000000 Penalty: 1007.254456
	Iteration 103Q: 3 clusters Score -3266792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3266789.750000 Penalty: 1007.254456
	Iteration 104Q: 3 clusters Score -3266790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3266790.500000 Penalty: 1007.254456
	Iteration 105Q: 3 clusters Score -3266790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3266786.750000 Penalty: 1007.254456
	Iteration 106Q: 3 clusters Score -3266787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3266787.750000 Penalty: 1007.254456
	Iteration 107Q: 3 clusters Score -3266788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3266787.000000 Penalty: 1007.254456
	Iteration 108Q: 3 clusters Score -3266787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3266786.750000 Penalty: 1007.254456
	Iteration 109Q: 3 clusters Score -3266787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3266786.500000 Penalty: 1007.254456
	Iteration 110Q: 3 clusters Score -3266786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3266787.250000 Penalty: 1007.254456
	Iteration 111Q: 3 clusters Score -3266787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3266787.250000 Penalty: 1007.254456
	Iteration 112F: 3 clusters Score -3266787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 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 194 members 
Entering Unmasked Estep 
Score: -17080.298828 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17080.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17163.445312 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17163.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17197.695312 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17197.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17227.554688 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -17227.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17241.748047 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17241.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17249.310547 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17249.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17254.177734 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17254.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17258.626953 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17258.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17263.326172 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17263.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17268.107422 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17268.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17269.988281 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -17269.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17270.517578 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -17270.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17271.253906 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -17271.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17272.404297 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -17272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17273.173828 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -17273.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17274.726562 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -17274.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17280.472656 Penalty: 540.315796
	Iteration 16Q: 3 clusters Score -17280.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17286.777344 Penalty: 540.315796
	Iteration 17Q: 3 clusters Score -17286.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17292.583984 Penalty: 540.315796
	Iteration 18Q: 3 clusters Score -17292.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17294.480469 Penalty: 540.315796
	Iteration 19Q: 3 clusters Score -17294.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17296.746094 Penalty: 540.315796
	Iteration 20F: 3 clusters Score -17296.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17299.833984 Penalty: 540.315796
	Iteration 21Q: 3 clusters Score -17299.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17301.853516 Penalty: 540.315796
	Iteration 22Q: 3 clusters Score -17301.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17304.238281 Penalty: 540.315796
	Iteration 23Q: 3 clusters Score -17304.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17305.367188 Penalty: 540.315796
	Iteration 24Q: 3 clusters Score -17305.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17308.863281 Penalty: 540.315796
	Iteration 25Q: 3 clusters Score -17308.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17311.646484 Penalty: 540.315796
	Iteration 26Q: 3 clusters Score -17311.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17313.591797 Penalty: 540.315796
	Iteration 27Q: 3 clusters Score -17313.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17313.591797 Penalty: 540.315796
	Iteration 28F: 3 clusters Score -17313.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 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 372 members 
Entering Unmasked Estep 
Score: -35274.242188 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35274.24 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35443.601562 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35443.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35491.382812 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35491.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35552.652344 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -35552.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35585.878906 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -35585.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35602.718750 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35602.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35620.042969 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35620.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35637.734375 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35637.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35661.417969 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35661.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35683.992188 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35683.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35700.968750 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35700.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35713.789062 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35713.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35728.527344 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35728.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35737.835938 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -35737.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35745.687500 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -35745.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35759.804688 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -35759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35763.148438 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -35763.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35770.179688 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -35770.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35777.738281 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -35777.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35784.195312 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -35784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35787.378906 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -35787.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35787.800781 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -35787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35787.800781 Penalty: 604.347534
	Iteration 22F: 3 clusters Score -35787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 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 126 members 
Entering Unmasked Estep 
Score: -10365.999023 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10453.183594 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10453.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10465.193359 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10465.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10473.748047 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10473.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10476.120117 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10476.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10476.120117 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -10476.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (345321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345321 members 
Entering Unmasked Estep 
Score: -16781476.000000 Penalty: 580.226440
	Iteration 0F: 2 clusters Score -1.678148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172618 members 
Mstep: Class 2 contains 172703 members 
Entering Unmasked Estep 
Score: -16575424.000000 Penalty: 1160.452881
	Iteration 0F: 3 clusters Score -1.657542e+07 nChanged 170553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165283 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -16688483.000000 Penalty: 1160.452881
	Iteration 1F: 3 clusters Score -1.668848e+07 nChanged 18179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 186179 members 
Entering Unmasked Estep 
Score: -16698524.000000 Penalty: 1160.452881
	Iteration 2F: 3 clusters Score -1.669852e+07 nChanged 21850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -16715935.000000 Penalty: 1160.452881
	Iteration 3F: 3 clusters Score -1.671594e+07 nChanged 24041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143613 members 
Mstep: Class 2 contains 201708 members 
Entering Unmasked Estep 
Score: -16736986.000000 Penalty: 1160.452881
	Iteration 4F: 3 clusters Score -1.673699e+07 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137348 members 
Mstep: Class 2 contains 207973 members 
Entering Unmasked Estep 
Score: -16750523.000000 Penalty: 1160.452881
	Iteration 5F: 3 clusters Score -1.675052e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 213350 members 
Entering Unmasked Estep 
Score: -16755101.000000 Penalty: 1160.452881
	Iteration 6Q: 3 clusters Score -1.67551e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 218342 members 
Entering Unmasked Estep 
Score: -16756980.000000 Penalty: 1160.452881
	Iteration 7Q: 3 clusters Score -1.675698e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121954 members 
Mstep: Class 2 contains 223367 members 
Entering Unmasked Estep 
Score: -16758172.000000 Penalty: 1160.452881
	Iteration 8Q: 3 clusters Score -1.675817e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 228355 members 
Entering Unmasked Estep 
Score: -16759299.000000 Penalty: 1160.452881
	Iteration 9Q: 3 clusters Score -1.67593e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 233096 members 
Entering Unmasked Estep 
Score: -16760285.000000 Penalty: 1160.452881
	Iteration 10Q: 3 clusters Score -1.676028e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 237647 members 
Entering Unmasked Estep 
Score: -16761341.000000 Penalty: 1160.452881
	Iteration 11Q: 3 clusters Score -1.676134e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 242119 members 
Entering Unmasked Estep 
Score: -16762159.000000 Penalty: 1160.452881
	Iteration 12Q: 3 clusters Score -1.676216e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 246270 members 
Entering Unmasked Estep 
Score: -16763058.000000 Penalty: 1160.452881
	Iteration 13Q: 3 clusters Score -1.676306e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 250151 members 
Entering Unmasked Estep 
Score: -16763987.000000 Penalty: 1160.452881
	Iteration 14Q: 3 clusters Score -1.676399e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 253845 members 
Entering Unmasked Estep 
Score: -16764806.000000 Penalty: 1160.452881
	Iteration 15Q: 3 clusters Score -1.676481e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 257215 members 
Entering Unmasked Estep 
Score: -16765627.000000 Penalty: 1160.452881
	Iteration 16Q: 3 clusters Score -1.676563e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 260497 members 
Entering Unmasked Estep 
Score: -16766030.000000 Penalty: 1160.452881
	Iteration 17Q: 3 clusters Score -1.676603e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 263442 members 
Entering Unmasked Estep 
Score: -16766451.000000 Penalty: 1160.452881
	Iteration 18Q: 3 clusters Score -1.676645e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 266174 members 
Entering Unmasked Estep 
Score: -16766716.000000 Penalty: 1160.452881
	Iteration 19Q: 3 clusters Score -1.676672e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 268652 members 
Entering Unmasked Estep 
Score: -16767262.000000 Penalty: 1160.452881
	Iteration 20F: 3 clusters Score -1.676726e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 270927 members 
Entering Unmasked Estep 
Score: -16767552.000000 Penalty: 1160.452881
	Iteration 21Q: 3 clusters Score -1.676755e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 273081 members 
Entering Unmasked Estep 
Score: -16768099.000000 Penalty: 1160.452881
	Iteration 22Q: 3 clusters Score -1.67681e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 275054 members 
Entering Unmasked Estep 
Score: -16768560.000000 Penalty: 1160.452881
	Iteration 23Q: 3 clusters Score -1.676856e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 276905 members 
Entering Unmasked Estep 
Score: -16768892.000000 Penalty: 1160.452881
	Iteration 24Q: 3 clusters Score -1.676889e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 278659 members 
Entering Unmasked Estep 
Score: -16769345.000000 Penalty: 1160.452881
	Iteration 25Q: 3 clusters Score -1.676934e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 280341 members 
Entering Unmasked Estep 
Score: -16769813.000000 Penalty: 1160.452881
	Iteration 26Q: 3 clusters Score -1.676981e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 282119 members 
Entering Unmasked Estep 
Score: -16770164.000000 Penalty: 1160.452881
	Iteration 27Q: 3 clusters Score -1.677016e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 283813 members 
Entering Unmasked Estep 
Score: -16770425.000000 Penalty: 1160.452881
	Iteration 28Q: 3 clusters Score -1.677042e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 285410 members 
Entering Unmasked Estep 
Score: -16770598.000000 Penalty: 1160.452881
	Iteration 29Q: 3 clusters Score -1.67706e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 286877 members 
Entering Unmasked Estep 
Score: -16770733.000000 Penalty: 1160.452881
	Iteration 30Q: 3 clusters Score -1.677073e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 288311 members 
Entering Unmasked Estep 
Score: -16770936.000000 Penalty: 1160.452881
	Iteration 31Q: 3 clusters Score -1.677094e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 289655 members 
Entering Unmasked Estep 
Score: -16771114.000000 Penalty: 1160.452881
	Iteration 32Q: 3 clusters Score -1.677111e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 291029 members 
Entering Unmasked Estep 
Score: -16771303.000000 Penalty: 1160.452881
	Iteration 33Q: 3 clusters Score -1.67713e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 292435 members 
Entering Unmasked Estep 
Score: -16771356.000000 Penalty: 1160.452881
	Iteration 34Q: 3 clusters Score -1.677136e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 293833 members 
Entering Unmasked Estep 
Score: -16771560.000000 Penalty: 1160.452881
	Iteration 35Q: 3 clusters Score -1.677156e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 295153 members 
Entering Unmasked Estep 
Score: -16771769.000000 Penalty: 1160.452881
	Iteration 36Q: 3 clusters Score -1.677177e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 296492 members 
Entering Unmasked Estep 
Score: -16772037.000000 Penalty: 1160.452881
	Iteration 37Q: 3 clusters Score -1.677204e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 297876 members 
Entering Unmasked Estep 
Score: -16772270.000000 Penalty: 1160.452881
	Iteration 38Q: 3 clusters Score -1.677227e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 299257 members 
Entering Unmasked Estep 
Score: -16772572.000000 Penalty: 1160.452881
	Iteration 39Q: 3 clusters Score -1.677257e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 300585 members 
Entering Unmasked Estep 
Score: -16772801.000000 Penalty: 1160.452881
	Iteration 40F: 3 clusters Score -1.67728e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 301912 members 
Entering Unmasked Estep 
Score: -16773114.000000 Penalty: 1160.452881
	Iteration 41Q: 3 clusters Score -1.677311e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 303256 members 
Entering Unmasked Estep 
Score: -16773441.000000 Penalty: 1160.452881
	Iteration 42Q: 3 clusters Score -1.677344e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 304619 members 
Entering Unmasked Estep 
Score: -16773686.000000 Penalty: 1160.452881
	Iteration 43Q: 3 clusters Score -1.677369e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 305983 members 
Entering Unmasked Estep 
Score: -16773897.000000 Penalty: 1160.452881
	Iteration 44Q: 3 clusters Score -1.67739e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 307358 members 
Entering Unmasked Estep 
Score: -16774103.000000 Penalty: 1160.452881
	Iteration 45Q: 3 clusters Score -1.67741e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 308796 members 
Entering Unmasked Estep 
Score: -16774299.000000 Penalty: 1160.452881
	Iteration 46Q: 3 clusters Score -1.67743e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 310382 members 
Entering Unmasked Estep 
Score: -16774410.000000 Penalty: 1160.452881
	Iteration 47Q: 3 clusters Score -1.677441e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 311992 members 
Entering Unmasked Estep 
Score: -16774639.000000 Penalty: 1160.452881
	Iteration 48Q: 3 clusters Score -1.677464e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 313596 members 
Entering Unmasked Estep 
Score: -16774852.000000 Penalty: 1160.452881
	Iteration 49Q: 3 clusters Score -1.677485e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 315283 members 
Entering Unmasked Estep 
Score: -16775237.000000 Penalty: 1160.452881
	Iteration 50Q: 3 clusters Score -1.677524e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 316995 members 
Entering Unmasked Estep 
Score: -16775675.000000 Penalty: 1160.452881
	Iteration 51Q: 3 clusters Score -1.677568e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 318706 members 
Entering Unmasked Estep 
Score: -16776032.000000 Penalty: 1160.452881
	Iteration 52Q: 3 clusters Score -1.677603e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 320499 members 
Entering Unmasked Estep 
Score: -16776626.000000 Penalty: 1160.452881
	Iteration 53Q: 3 clusters Score -1.677663e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 322378 members 
Entering Unmasked Estep 
Score: -16777172.000000 Penalty: 1160.452881
	Iteration 54Q: 3 clusters Score -1.677717e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 324378 members 
Entering Unmasked Estep 
Score: -16777792.000000 Penalty: 1160.452881
	Iteration 55Q: 3 clusters Score -1.677779e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 326389 members 
Entering Unmasked Estep 
Score: -16778508.000000 Penalty: 1160.452881
	Iteration 56Q: 3 clusters Score -1.677851e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 328435 members 
Entering Unmasked Estep 
Score: -16779364.000000 Penalty: 1160.452881
	Iteration 57Q: 3 clusters Score -1.677936e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 330577 members 
Entering Unmasked Estep 
Score: -16780242.000000 Penalty: 1160.452881
	Iteration 58Q: 3 clusters Score -1.678024e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 332704 members 
Entering Unmasked Estep 
Score: -16781238.000000 Penalty: 1160.452881
	Iteration 59Q: 3 clusters Score -1.678124e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 334790 members 
Entering Unmasked Estep 
Score: -16781716.000000 Penalty: 1160.452881
	Iteration 60F: 3 clusters Score -1.678172e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 336638 members 
Entering Unmasked Estep 
Score: -16781832.000000 Penalty: 1160.452881
	Iteration 61Q: 3 clusters Score -1.678183e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 338261 members 
Entering Unmasked Estep 
Score: -16781930.000000 Penalty: 1160.452881
	Iteration 62Q: 3 clusters Score -1.678193e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 339645 members 
Entering Unmasked Estep 
Score: -16781990.000000 Penalty: 1160.452881
	Iteration 63Q: 3 clusters Score -1.678199e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 340798 members 
Entering Unmasked Estep 
Score: -16781978.000000 Penalty: 1160.452881
	Iteration 64Q: 3 clusters Score -1.678198e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 341676 members 
Entering Unmasked Estep 
Score: -16781880.000000 Penalty: 1160.452881
	Iteration 65Q: 3 clusters Score -1.678188e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 342358 members 
Entering Unmasked Estep 
Score: -16781972.000000 Penalty: 1160.452881
	Iteration 66Q: 3 clusters Score -1.678197e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 342876 members 
Entering Unmasked Estep 
Score: -16781932.000000 Penalty: 1160.452881
	Iteration 67Q: 3 clusters Score -1.678193e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 343286 members 
Entering Unmasked Estep 
Score: -16781954.000000 Penalty: 1160.452881
	Iteration 68Q: 3 clusters Score -1.678195e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 343590 members 
Entering Unmasked Estep 
Score: -16781936.000000 Penalty: 1160.452881
	Iteration 69Q: 3 clusters Score -1.678194e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 343804 members 
Entering Unmasked Estep 
Score: -16781938.000000 Penalty: 1160.452881
	Iteration 70Q: 3 clusters Score -1.678194e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 343975 members 
Entering Unmasked Estep 
Score: -16781904.000000 Penalty: 1160.452881
	Iteration 71Q: 3 clusters Score -1.67819e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 344117 members 
Entering Unmasked Estep 
Score: -16781826.000000 Penalty: 1160.452881
	Iteration 72Q: 3 clusters Score -1.678183e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 344198 members 
Entering Unmasked Estep 
Score: -16781802.000000 Penalty: 1160.452881
	Iteration 73Q: 3 clusters Score -1.67818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 344265 members 
Entering Unmasked Estep 
Score: -16781762.000000 Penalty: 1160.452881
	Iteration 74Q: 3 clusters Score -1.678176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 344310 members 
Entering Unmasked Estep 
Score: -16781766.000000 Penalty: 1160.452881
	Iteration 75Q: 3 clusters Score -1.678177e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 344347 members 
Entering Unmasked Estep 
Score: -16781774.000000 Penalty: 1160.452881
	Iteration 76Q: 3 clusters Score -1.678177e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 344379 members 
Entering Unmasked Estep 
Score: -16781780.000000 Penalty: 1160.452881
	Iteration 77Q: 3 clusters Score -1.678178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 344409 members 
Entering Unmasked Estep 
Score: -16781756.000000 Penalty: 1160.452881
	Iteration 78Q: 3 clusters Score -1.678176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 344440 members 
Entering Unmasked Estep 
Score: -16781728.000000 Penalty: 1160.452881
	Iteration 79Q: 3 clusters Score -1.678173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 344465 members 
Entering Unmasked Estep 
Score: -16781696.000000 Penalty: 1160.452881
	Iteration 80F: 3 clusters Score -1.67817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 344491 members 
Entering Unmasked Estep 
Score: -16781688.000000 Penalty: 1160.452881
	Iteration 81Q: 3 clusters Score -1.678169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 344509 members 
Entering Unmasked Estep 
Score: -16781684.000000 Penalty: 1160.452881
	Iteration 82Q: 3 clusters Score -1.678168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 344530 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 1160.452881
	Iteration 83Q: 3 clusters Score -1.678168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 344541 members 
Entering Unmasked Estep 
Score: -16781668.000000 Penalty: 1160.452881
	Iteration 84Q: 3 clusters Score -1.678167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 344555 members 
Entering Unmasked Estep 
Score: -16781656.000000 Penalty: 1160.452881
	Iteration 85Q: 3 clusters Score -1.678166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 344571 members 
Entering Unmasked Estep 
Score: -16781642.000000 Penalty: 1160.452881
	Iteration 86Q: 3 clusters Score -1.678164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 344589 members 
Entering Unmasked Estep 
Score: -16781616.000000 Penalty: 1160.452881
	Iteration 87Q: 3 clusters Score -1.678162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 344603 members 
Entering Unmasked Estep 
Score: -16781606.000000 Penalty: 1160.452881
	Iteration 88Q: 3 clusters Score -1.678161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 344615 members 
Entering Unmasked Estep 
Score: -16781580.000000 Penalty: 1160.452881
	Iteration 89Q: 3 clusters Score -1.678158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 344625 members 
Entering Unmasked Estep 
Score: -16781570.000000 Penalty: 1160.452881
	Iteration 90Q: 3 clusters Score -1.678157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 344628 members 
Entering Unmasked Estep 
Score: -16781574.000000 Penalty: 1160.452881
	Iteration 91Q: 3 clusters Score -1.678157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 344634 members 
Entering Unmasked Estep 
Score: -16781576.000000 Penalty: 1160.452881
	Iteration 92Q: 3 clusters Score -1.678158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 344639 members 
Entering Unmasked Estep 
Score: -16781564.000000 Penalty: 1160.452881
	Iteration 93Q: 3 clusters Score -1.678156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 344643 members 
Entering Unmasked Estep 
Score: -16781552.000000 Penalty: 1160.452881
	Iteration 94Q: 3 clusters Score -1.678155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 344651 members 
Entering Unmasked Estep 
Score: -16781558.000000 Penalty: 1160.452881
	Iteration 95Q: 3 clusters Score -1.678156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 344653 members 
Entering Unmasked Estep 
Score: -16781556.000000 Penalty: 1160.452881
	Iteration 96Q: 3 clusters Score -1.678156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 344658 members 
Entering Unmasked Estep 
Score: -16781548.000000 Penalty: 1160.452881
	Iteration 97Q: 3 clusters Score -1.678155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 344662 members 
Entering Unmasked Estep 
Score: -16781552.000000 Penalty: 1160.452881
	Iteration 98Q: 3 clusters Score -1.678155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 344663 members 
Entering Unmasked Estep 
Score: -16781546.000000 Penalty: 1160.452881
	Iteration 99Q: 3 clusters Score -1.678155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 344663 members 
Entering Unmasked Estep 
Score: -16781548.000000 Penalty: 1160.452881
	Iteration 100F: 3 clusters Score -1.678155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 344664 members 
Entering Unmasked Estep 
Score: -16781550.000000 Penalty: 1160.452881
	Iteration 101Q: 3 clusters Score -1.678155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 344666 members 
Entering Unmasked Estep 
Score: -16781550.000000 Penalty: 1160.452881
	Iteration 102Q: 3 clusters Score -1.678155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 344668 members 
Entering Unmasked Estep 
Score: -16781540.000000 Penalty: 1160.452881
	Iteration 103Q: 3 clusters Score -1.678154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 344675 members 
Entering Unmasked Estep 
Score: -16781522.000000 Penalty: 1160.452881
	Iteration 104Q: 3 clusters Score -1.678152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 344679 members 
Entering Unmasked Estep 
Score: -16781518.000000 Penalty: 1160.452881
	Iteration 105Q: 3 clusters Score -1.678152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 344683 members 
Entering Unmasked Estep 
Score: -16781524.000000 Penalty: 1160.452881
	Iteration 106Q: 3 clusters Score -1.678152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 344688 members 
Entering Unmasked Estep 
Score: -16781498.000000 Penalty: 1160.452881
	Iteration 107Q: 3 clusters Score -1.67815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 344694 members 
Entering Unmasked Estep 
Score: -16781512.000000 Penalty: 1160.452881
	Iteration 108Q: 3 clusters Score -1.678151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 344700 members 
Entering Unmasked Estep 
Score: -16781512.000000 Penalty: 1160.452881
	Iteration 109Q: 3 clusters Score -1.678151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 344699 members 
Entering Unmasked Estep 
Score: -16781510.000000 Penalty: 1160.452881
	Iteration 110Q: 3 clusters Score -1.678151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 344697 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 1160.452881
	Iteration 111Q: 3 clusters Score -1.678151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 344695 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 1160.452881
	Iteration 112Q: 3 clusters Score -1.678151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 344695 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 1160.452881
	Iteration 113Q: 3 clusters Score -1.678151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 344695 members 
Entering Unmasked Estep 
Score: -16781508.000000 Penalty: 1160.452881
	Iteration 114F: 3 clusters Score -1.678151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 24352 members 
Mstep: Class 29 contains 344695 members 
Entering Unmasked Estep 
Score: -25296096.000000 Penalty: 17393.423828
Splitting cluster 27 changes total score from -25295996.000000 to -25296096.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 28 (24352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Entering Unmasked Estep 
Score: -1256672.500000 Penalty: 459.566803
	Iteration 0F: 2 clusters Score -1256672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1240528.125000 Penalty: 919.133606
	Iteration 0F: 3 clusters Score -1240528 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1247798.000000 Penalty: 919.133606
	Iteration 1F: 3 clusters Score -1247798 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1248828.625000 Penalty: 919.133606
	Iteration 2F: 3 clusters Score -1248829 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1250189.875000 Penalty: 919.133606
	Iteration 3F: 3 clusters Score -1250190 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1251950.125000 Penalty: 919.133606
	Iteration 4F: 3 clusters Score -1251950 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1253301.625000 Penalty: 919.133606
	Iteration 5F: 3 clusters Score -1253302 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1253907.750000 Penalty: 919.133606
	Iteration 6F: 3 clusters Score -1253908 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1254164.000000 Penalty: 919.133606
	Iteration 7Q: 3 clusters Score -1254164 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1254350.250000 Penalty: 919.133606
	Iteration 8Q: 3 clusters Score -1254350 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1254504.375000 Penalty: 919.133606
	Iteration 9Q: 3 clusters Score -1254504 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1254649.250000 Penalty: 919.133606
	Iteration 10Q: 3 clusters Score -1254649 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1254769.875000 Penalty: 919.133606
	Iteration 11Q: 3 clusters Score -1254770 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1254847.625000 Penalty: 919.133606
	Iteration 12Q: 3 clusters Score -1254848 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1254899.000000 Penalty: 919.133606
	Iteration 13Q: 3 clusters Score -1254899 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1254947.000000 Penalty: 919.133606
	Iteration 14Q: 3 clusters Score -1254947 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1254996.000000 Penalty: 919.133606
	Iteration 15Q: 3 clusters Score -1254996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1255036.000000 Penalty: 919.133606
	Iteration 16Q: 3 clusters Score -1255036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1255066.125000 Penalty: 919.133606
	Iteration 17Q: 3 clusters Score -1255066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1255087.500000 Penalty: 919.133606
	Iteration 18Q: 3 clusters Score -1255088 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1255105.500000 Penalty: 919.133606
	Iteration 19Q: 3 clusters Score -1255106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1255113.000000 Penalty: 919.133606
	Iteration 20F: 3 clusters Score -1255113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1255133.000000 Penalty: 919.133606
	Iteration 21Q: 3 clusters Score -1255133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1255147.000000 Penalty: 919.133606
	Iteration 22Q: 3 clusters Score -1255147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1255160.375000 Penalty: 919.133606
	Iteration 23Q: 3 clusters Score -1255160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1255173.250000 Penalty: 919.133606
	Iteration 24Q: 3 clusters Score -1255173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1255183.000000 Penalty: 919.133606
	Iteration 25Q: 3 clusters Score -1255183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1255190.750000 Penalty: 919.133606
	Iteration 26Q: 3 clusters Score -1255191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1255196.000000 Penalty: 919.133606
	Iteration 27Q: 3 clusters Score -1255196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1255202.250000 Penalty: 919.133606
	Iteration 28Q: 3 clusters Score -1255202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1255213.875000 Penalty: 919.133606
	Iteration 29Q: 3 clusters Score -1255214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1255224.375000 Penalty: 919.133606
	Iteration 30Q: 3 clusters Score -1255224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1255232.875000 Penalty: 919.133606
	Iteration 31Q: 3 clusters Score -1255233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1255245.250000 Penalty: 919.133606
	Iteration 32Q: 3 clusters Score -1255245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1255251.750000 Penalty: 919.133606
	Iteration 33Q: 3 clusters Score -1255252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1255254.875000 Penalty: 919.133606
	Iteration 34Q: 3 clusters Score -1255255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1255256.750000 Penalty: 919.133606
	Iteration 35Q: 3 clusters Score -1255257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1255270.500000 Penalty: 919.133606
	Iteration 36Q: 3 clusters Score -1255270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1255269.875000 Penalty: 919.133606
	Iteration 37Q: 3 clusters Score -1255270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1255277.250000 Penalty: 919.133606
	Iteration 38Q: 3 clusters Score -1255277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1255281.875000 Penalty: 919.133606
	Iteration 39Q: 3 clusters Score -1255282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1255295.250000 Penalty: 919.133606
	Iteration 40F: 3 clusters Score -1255295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1255296.875000 Penalty: 919.133606
	Iteration 41Q: 3 clusters Score -1255297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1255304.500000 Penalty: 919.133606
	Iteration 42Q: 3 clusters Score -1255304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1255308.125000 Penalty: 919.133606
	Iteration 43Q: 3 clusters Score -1255308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1255317.000000 Penalty: 919.133606
	Iteration 44Q: 3 clusters Score -1255317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1255319.625000 Penalty: 919.133606
	Iteration 45Q: 3 clusters Score -1255320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1255325.250000 Penalty: 919.133606
	Iteration 46Q: 3 clusters Score -1255325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1255329.500000 Penalty: 919.133606
	Iteration 47Q: 3 clusters Score -1255330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1255330.375000 Penalty: 919.133606
	Iteration 48Q: 3 clusters Score -1255330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1255337.875000 Penalty: 919.133606
	Iteration 49Q: 3 clusters Score -1255338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1255342.875000 Penalty: 919.133606
	Iteration 50Q: 3 clusters Score -1255343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1255342.375000 Penalty: 919.133606
	Iteration 51Q: 3 clusters Score -1255342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1255344.250000 Penalty: 919.133606
	Iteration 52Q: 3 clusters Score -1255344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1255346.000000 Penalty: 919.133606
	Iteration 53Q: 3 clusters Score -1255346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1255350.000000 Penalty: 919.133606
	Iteration 54Q: 3 clusters Score -1255350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1255351.125000 Penalty: 919.133606
	Iteration 55Q: 3 clusters Score -1255351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1255352.375000 Penalty: 919.133606
	Iteration 56Q: 3 clusters Score -1255352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1255360.125000 Penalty: 919.133606
	Iteration 57Q: 3 clusters Score -1255360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1255360.625000 Penalty: 919.133606
	Iteration 58Q: 3 clusters Score -1255361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1255354.500000 Penalty: 919.133606
	Iteration 59Q: 3 clusters Score -1255354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1255360.000000 Penalty: 919.133606
	Iteration 60F: 3 clusters Score -1255360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1255363.375000 Penalty: 919.133606
	Iteration 61Q: 3 clusters Score -1255363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1255361.875000 Penalty: 919.133606
	Iteration 62Q: 3 clusters Score -1255362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1255360.375000 Penalty: 919.133606
	Iteration 63Q: 3 clusters Score -1255360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1255362.000000 Penalty: 919.133606
	Iteration 64Q: 3 clusters Score -1255362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1255359.625000 Penalty: 919.133606
	Iteration 65Q: 3 clusters Score -1255360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1255363.000000 Penalty: 919.133606
	Iteration 66Q: 3 clusters Score -1255363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1255364.125000 Penalty: 919.133606
	Iteration 67Q: 3 clusters Score -1255364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1255366.750000 Penalty: 919.133606
	Iteration 68Q: 3 clusters Score -1255367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1255369.375000 Penalty: 919.133606
	Iteration 69Q: 3 clusters Score -1255369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1255373.500000 Penalty: 919.133606
	Iteration 70Q: 3 clusters Score -1255374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1255372.500000 Penalty: 919.133606
	Iteration 71Q: 3 clusters Score -1255372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1255377.000000 Penalty: 919.133606
	Iteration 72Q: 3 clusters Score -1255377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1255372.500000 Penalty: 919.133606
	Iteration 73Q: 3 clusters Score -1255372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1255377.625000 Penalty: 919.133606
	Iteration 74Q: 3 clusters Score -1255378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1255383.250000 Penalty: 919.133606
	Iteration 75Q: 3 clusters Score -1255383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1255383.750000 Penalty: 919.133606
	Iteration 76Q: 3 clusters Score -1255384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1255386.625000 Penalty: 919.133606
	Iteration 77Q: 3 clusters Score -1255387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1255389.500000 Penalty: 919.133606
	Iteration 78Q: 3 clusters Score -1255390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1255391.250000 Penalty: 919.133606
	Iteration 79Q: 3 clusters Score -1255391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1255395.750000 Penalty: 919.133606
	Iteration 80F: 3 clusters Score -1255396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1255401.625000 Penalty: 919.133606
	Iteration 81Q: 3 clusters Score -1255402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1255407.000000 Penalty: 919.133606
	Iteration 82Q: 3 clusters Score -1255407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1255411.000000 Penalty: 919.133606
	Iteration 83Q: 3 clusters Score -1255411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1255414.875000 Penalty: 919.133606
	Iteration 84Q: 3 clusters Score -1255415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1255419.500000 Penalty: 919.133606
	Iteration 85Q: 3 clusters Score -1255420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1255420.375000 Penalty: 919.133606
	Iteration 86Q: 3 clusters Score -1255420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1255429.375000 Penalty: 919.133606
	Iteration 87Q: 3 clusters Score -1255429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1255442.250000 Penalty: 919.133606
	Iteration 88Q: 3 clusters Score -1255442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1255454.625000 Penalty: 919.133606
	Iteration 89Q: 3 clusters Score -1255455 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1255462.250000 Penalty: 919.133606
	Iteration 90Q: 3 clusters Score -1255462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1255467.500000 Penalty: 919.133606
	Iteration 91Q: 3 clusters Score -1255468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1255475.500000 Penalty: 919.133606
	Iteration 92Q: 3 clusters Score -1255476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1255487.750000 Penalty: 919.133606
	Iteration 93Q: 3 clusters Score -1255488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1255502.875000 Penalty: 919.133606
	Iteration 94Q: 3 clusters Score -1255503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1255512.375000 Penalty: 919.133606
	Iteration 95Q: 3 clusters Score -1255512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1255528.500000 Penalty: 919.133606
	Iteration 96Q: 3 clusters Score -1255528 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1255544.500000 Penalty: 919.133606
	Iteration 97Q: 3 clusters Score -1255544 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1255561.250000 Penalty: 919.133606
	Iteration 98Q: 3 clusters Score -1255561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1255567.250000 Penalty: 919.133606
	Iteration 99Q: 3 clusters Score -1255567 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1255583.875000 Penalty: 919.133606
	Iteration 100F: 3 clusters Score -1255584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1255594.375000 Penalty: 919.133606
	Iteration 101Q: 3 clusters Score -1255594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1255597.500000 Penalty: 919.133606
	Iteration 102Q: 3 clusters Score -1255598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1255607.000000 Penalty: 919.133606
	Iteration 103Q: 3 clusters Score -1255607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1255613.625000 Penalty: 919.133606
	Iteration 104Q: 3 clusters Score -1255614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1255619.250000 Penalty: 919.133606
	Iteration 105Q: 3 clusters Score -1255619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1255628.750000 Penalty: 919.133606
	Iteration 106Q: 3 clusters Score -1255629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1255631.250000 Penalty: 919.133606
	Iteration 107Q: 3 clusters Score -1255631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1255638.625000 Penalty: 919.133606
	Iteration 108Q: 3 clusters Score -1255639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1255643.000000 Penalty: 919.133606
	Iteration 109Q: 3 clusters Score -1255643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1255644.625000 Penalty: 919.133606
	Iteration 110Q: 3 clusters Score -1255645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1255654.125000 Penalty: 919.133606
	Iteration 111Q: 3 clusters Score -1255654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1255656.500000 Penalty: 919.133606
	Iteration 112Q: 3 clusters Score -1255656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1255666.250000 Penalty: 919.133606
	Iteration 113Q: 3 clusters Score -1255666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1255674.000000 Penalty: 919.133606
	Iteration 114Q: 3 clusters Score -1255674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1255679.875000 Penalty: 919.133606
	Iteration 115Q: 3 clusters Score -1255680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1255689.250000 Penalty: 919.133606
	Iteration 116Q: 3 clusters Score -1255689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1255703.625000 Penalty: 919.133606
	Iteration 117Q: 3 clusters Score -1255704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1255705.500000 Penalty: 919.133606
	Iteration 118Q: 3 clusters Score -1255706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1255717.125000 Penalty: 919.133606
	Iteration 119Q: 3 clusters Score -1255717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1255719.875000 Penalty: 919.133606
	Iteration 120F: 3 clusters Score -1255720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1255727.625000 Penalty: 919.133606
	Iteration 121Q: 3 clusters Score -1255728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1255729.375000 Penalty: 919.133606
	Iteration 122Q: 3 clusters Score -1255729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1255736.500000 Penalty: 919.133606
	Iteration 123Q: 3 clusters Score -1255736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1255747.375000 Penalty: 919.133606
	Iteration 124Q: 3 clusters Score -1255747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1255761.750000 Penalty: 919.133606
	Iteration 125Q: 3 clusters Score -1255762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1255773.625000 Penalty: 919.133606
	Iteration 126Q: 3 clusters Score -1255774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1255779.625000 Penalty: 919.133606
	Iteration 127Q: 3 clusters Score -1255780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1255787.250000 Penalty: 919.133606
	Iteration 128Q: 3 clusters Score -1255787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1255799.250000 Penalty: 919.133606
	Iteration 129Q: 3 clusters Score -1255799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1255808.875000 Penalty: 919.133606
	Iteration 130Q: 3 clusters Score -1255809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1255819.375000 Penalty: 919.133606
	Iteration 131Q: 3 clusters Score -1255819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1255829.625000 Penalty: 919.133606
	Iteration 132Q: 3 clusters Score -1255830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1255834.500000 Penalty: 919.133606
	Iteration 133Q: 3 clusters Score -1255834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1255846.250000 Penalty: 919.133606
	Iteration 134Q: 3 clusters Score -1255846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1255858.625000 Penalty: 919.133606
	Iteration 135Q: 3 clusters Score -1255859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1255864.625000 Penalty: 919.133606
	Iteration 136Q: 3 clusters Score -1255865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1255871.125000 Penalty: 919.133606
	Iteration 137Q: 3 clusters Score -1255871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1255881.625000 Penalty: 919.133606
	Iteration 138Q: 3 clusters Score -1255882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1255883.375000 Penalty: 919.133606
	Iteration 139Q: 3 clusters Score -1255883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1255895.500000 Penalty: 919.133606
	Iteration 140F: 3 clusters Score -1255896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1255898.625000 Penalty: 919.133606
	Iteration 141Q: 3 clusters Score -1255899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1255902.000000 Penalty: 919.133606
	Iteration 142Q: 3 clusters Score -1255902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1255909.625000 Penalty: 919.133606
	Iteration 143Q: 3 clusters Score -1255910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1255910.250000 Penalty: 919.133606
	Iteration 144Q: 3 clusters Score -1255910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1255910.375000 Penalty: 919.133606
	Iteration 145Q: 3 clusters Score -1255910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1255913.000000 Penalty: 919.133606
	Iteration 146Q: 3 clusters Score -1255913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1255917.375000 Penalty: 919.133606
	Iteration 147Q: 3 clusters Score -1255917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1255917.250000 Penalty: 919.133606
	Iteration 148Q: 3 clusters Score -1255917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1255917.625000 Penalty: 919.133606
	Iteration 149Q: 3 clusters Score -1255918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1255918.375000 Penalty: 919.133606
	Iteration 150Q: 3 clusters Score -1255918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1255920.500000 Penalty: 919.133606
	Iteration 151Q: 3 clusters Score -1255920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1255921.000000 Penalty: 919.133606
	Iteration 152Q: 3 clusters Score -1255921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1255922.500000 Penalty: 919.133606
	Iteration 153Q: 3 clusters Score -1255922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1255923.750000 Penalty: 919.133606
	Iteration 154Q: 3 clusters Score -1255924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1255922.000000 Penalty: 919.133606
	Iteration 155Q: 3 clusters Score -1255922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1255922.375000 Penalty: 919.133606
	Iteration 156Q: 3 clusters Score -1255922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1255928.625000 Penalty: 919.133606
	Iteration 157Q: 3 clusters Score -1255929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1255934.125000 Penalty: 919.133606
	Iteration 158Q: 3 clusters Score -1255934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1255938.250000 Penalty: 919.133606
	Iteration 159Q: 3 clusters Score -1255938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1255941.875000 Penalty: 919.133606
	Iteration 160F: 3 clusters Score -1255942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1255944.625000 Penalty: 919.133606
	Iteration 161Q: 3 clusters Score -1255945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1255945.625000 Penalty: 919.133606
	Iteration 162Q: 3 clusters Score -1255946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1255946.125000 Penalty: 919.133606
	Iteration 163Q: 3 clusters Score -1255946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1255953.750000 Penalty: 919.133606
	Iteration 164Q: 3 clusters Score -1255954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1255952.625000 Penalty: 919.133606
	Iteration 165Q: 3 clusters Score -1255953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1255955.750000 Penalty: 919.133606
	Iteration 166Q: 3 clusters Score -1255956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1255955.625000 Penalty: 919.133606
	Iteration 167Q: 3 clusters Score -1255956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1255959.375000 Penalty: 919.133606
	Iteration 168Q: 3 clusters Score -1255959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1255958.750000 Penalty: 919.133606
	Iteration 169Q: 3 clusters Score -1255959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1255958.750000 Penalty: 919.133606
	Iteration 170Q: 3 clusters Score -1255959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1255963.375000 Penalty: 919.133606
	Iteration 171Q: 3 clusters Score -1255963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1255963.750000 Penalty: 919.133606
	Iteration 172Q: 3 clusters Score -1255964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1255964.500000 Penalty: 919.133606
	Iteration 173Q: 3 clusters Score -1255964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1255970.750000 Penalty: 919.133606
	Iteration 174Q: 3 clusters Score -1255971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1255975.125000 Penalty: 919.133606
	Iteration 175Q: 3 clusters Score -1255975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1255970.750000 Penalty: 919.133606
	Iteration 176Q: 3 clusters Score -1255971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1255971.375000 Penalty: 919.133606
	Iteration 177Q: 3 clusters Score -1255971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1255973.750000 Penalty: 919.133606
	Iteration 178Q: 3 clusters Score -1255974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1255975.000000 Penalty: 919.133606
	Iteration 179Q: 3 clusters Score -1255975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1255977.125000 Penalty: 919.133606
	Iteration 180F: 3 clusters Score -1255977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -1255981.875000 Penalty: 919.133606
	Iteration 181Q: 3 clusters Score -1255982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1255982.750000 Penalty: 919.133606
	Iteration 182Q: 3 clusters Score -1255983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1255982.625000 Penalty: 919.133606
	Iteration 183Q: 3 clusters Score -1255983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1255988.125000 Penalty: 919.133606
	Iteration 184Q: 3 clusters Score -1255988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1255990.625000 Penalty: 919.133606
	Iteration 185Q: 3 clusters Score -1255991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1255996.250000 Penalty: 919.133606
	Iteration 186Q: 3 clusters Score -1255996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1256001.875000 Penalty: 919.133606
	Iteration 187Q: 3 clusters Score -1256002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1256003.625000 Penalty: 919.133606
	Iteration 188Q: 3 clusters Score -1256004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -1256003.375000 Penalty: 919.133606
	Iteration 189Q: 3 clusters Score -1256003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1256005.125000 Penalty: 919.133606
	Iteration 190Q: 3 clusters Score -1256005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1256007.375000 Penalty: 919.133606
	Iteration 191Q: 3 clusters Score -1256007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1256009.375000 Penalty: 919.133606
	Iteration 192Q: 3 clusters Score -1256009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1256008.250000 Penalty: 919.133606
	Iteration 193Q: 3 clusters Score -1256008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1256015.500000 Penalty: 919.133606
	Iteration 194Q: 3 clusters Score -1256016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1256016.875000 Penalty: 919.133606
	Iteration 195Q: 3 clusters Score -1256017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1256020.250000 Penalty: 919.133606
	Iteration 196Q: 3 clusters Score -1256020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1256023.375000 Penalty: 919.133606
	Iteration 197Q: 3 clusters Score -1256023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1256026.875000 Penalty: 919.133606
	Iteration 198Q: 3 clusters Score -1256027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -1256027.250000 Penalty: 919.133606
	Iteration 199Q: 3 clusters Score -1256027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1256025.500000 Penalty: 919.133606
	Iteration 200F: 3 clusters Score -1256026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -1256027.375000 Penalty: 919.133606
	Iteration 201Q: 3 clusters Score -1256027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1256030.500000 Penalty: 919.133606
	Iteration 202Q: 3 clusters Score -1256030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1256032.375000 Penalty: 919.133606
	Iteration 203Q: 3 clusters Score -1256032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -1256032.125000 Penalty: 919.133606
	Iteration 204Q: 3 clusters Score -1256032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1256036.750000 Penalty: 919.133606
	Iteration 205Q: 3 clusters Score -1256037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1256039.500000 Penalty: 919.133606
	Iteration 206Q: 3 clusters Score -1256040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1256041.875000 Penalty: 919.133606
	Iteration 207Q: 3 clusters Score -1256042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -1256040.750000 Penalty: 919.133606
	Iteration 208Q: 3 clusters Score -1256041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1256045.250000 Penalty: 919.133606
	Iteration 209Q: 3 clusters Score -1256045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1256044.750000 Penalty: 919.133606
	Iteration 210Q: 3 clusters Score -1256045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1256045.125000 Penalty: 919.133606
	Iteration 211Q: 3 clusters Score -1256045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1256045.000000 Penalty: 919.133606
	Iteration 212Q: 3 clusters Score -1256045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1256045.750000 Penalty: 919.133606
	Iteration 213Q: 3 clusters Score -1256046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1256048.375000 Penalty: 919.133606
	Iteration 214Q: 3 clusters Score -1256048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1256048.750000 Penalty: 919.133606
	Iteration 215Q: 3 clusters Score -1256049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -1256049.375000 Penalty: 919.133606
	Iteration 216Q: 3 clusters Score -1256049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -1256049.625000 Penalty: 919.133606
	Iteration 217Q: 3 clusters Score -1256050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1256050.625000 Penalty: 919.133606
	Iteration 218Q: 3 clusters Score -1256051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -1256050.250000 Penalty: 919.133606
	Iteration 219Q: 3 clusters Score -1256050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -1256051.125000 Penalty: 919.133606
	Iteration 220F: 3 clusters Score -1256051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -1256051.125000 Penalty: 919.133606
	Iteration 221Q: 3 clusters Score -1256051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1256054.375000 Penalty: 919.133606
	Iteration 222Q: 3 clusters Score -1256054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1256051.875000 Penalty: 919.133606
	Iteration 223Q: 3 clusters Score -1256052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -1256054.750000 Penalty: 919.133606
	Iteration 224Q: 3 clusters Score -1256055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1256055.625000 Penalty: 919.133606
	Iteration 225Q: 3 clusters Score -1256056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1256054.875000 Penalty: 919.133606
	Iteration 226Q: 3 clusters Score -1256055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -1256054.500000 Penalty: 919.133606
	Iteration 227Q: 3 clusters Score -1256054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -1256053.125000 Penalty: 919.133606
	Iteration 228Q: 3 clusters Score -1256053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1256055.375000 Penalty: 919.133606
	Iteration 229Q: 3 clusters Score -1256055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1256055.750000 Penalty: 919.133606
	Iteration 230Q: 3 clusters Score -1256056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1256056.375000 Penalty: 919.133606
	Iteration 231Q: 3 clusters Score -1256056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1256057.375000 Penalty: 919.133606
	Iteration 232Q: 3 clusters Score -1256057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1256054.125000 Penalty: 919.133606
	Iteration 233Q: 3 clusters Score -1256054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1256057.875000 Penalty: 919.133606
	Iteration 234Q: 3 clusters Score -1256058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1256058.000000 Penalty: 919.133606
	Iteration 235Q: 3 clusters Score -1256058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -1256060.500000 Penalty: 919.133606
	Iteration 236Q: 3 clusters Score -1256060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1256061.625000 Penalty: 919.133606
	Iteration 237Q: 3 clusters Score -1256062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1256059.250000 Penalty: 919.133606
	Iteration 238Q: 3 clusters Score -1256059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1256059.625000 Penalty: 919.133606
	Iteration 239Q: 3 clusters Score -1256060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -1256060.250000 Penalty: 919.133606
	Iteration 240F: 3 clusters Score -1256060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -1256059.125000 Penalty: 919.133606
	Iteration 241Q: 3 clusters Score -1256059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -1256059.000000 Penalty: 919.133606
	Iteration 242Q: 3 clusters Score -1256059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -1256059.875000 Penalty: 919.133606
	Iteration 243Q: 3 clusters Score -1256060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1256059.750000 Penalty: 919.133606
	Iteration 244Q: 3 clusters Score -1256060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1256059.125000 Penalty: 919.133606
	Iteration 245Q: 3 clusters Score -1256059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1256059.125000 Penalty: 919.133606
	Iteration 246F: 3 clusters Score -1256059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18430 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 24352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296138.000000 Penalty: 17393.423828
Iteration 239Q: 30 clusters Score -2.529614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 5813 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18432 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 24353 members 
Mstep: Class 29 contains 344656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296192.000000 Penalty: 17393.423828
Iteration 240F: 30 clusters Score -2.529619e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 18412 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64102 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 664 members 
Mstep: Class 28 contains 24346 members 
Mstep: Class 29 contains 344714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296140.000000 Penalty: 17393.423828
Iteration 241Q: 30 clusters Score -2.529614e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 12923 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 18401 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64065 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 666 members 
Mstep: Class 28 contains 24346 members 
Mstep: Class 29 contains 344751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296126.000000 Penalty: 17393.423828
Iteration 242Q: 30 clusters Score -2.529613e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 12779 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 18391 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64037 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 670 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296104.000000 Penalty: 17393.423828
Iteration 243Q: 30 clusters Score -2.52961e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 18381 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 64011 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 669 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296070.000000 Penalty: 17393.423828
Iteration 244Q: 30 clusters Score -2.529607e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5809 members 
Mstep: Class 10 contains 12803 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63994 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 24343 members 
Mstep: Class 29 contains 344809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296066.000000 Penalty: 17393.423828
Iteration 245Q: 30 clusters Score -2.529607e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 18365 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63975 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 24343 members 
Mstep: Class 29 contains 344827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296000.000000 Penalty: 17393.423828
Iteration 246Q: 30 clusters Score -2.5296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 12923 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63947 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296036.000000 Penalty: 17393.423828
Iteration 247Q: 30 clusters Score -2.529604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12828 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18350 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63920 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296062.000000 Penalty: 17393.423828
Iteration 248Q: 30 clusters Score -2.529606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12923 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18343 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63903 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 24343 members 
Mstep: Class 29 contains 344895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296048.000000 Penalty: 17393.423828
Iteration 249Q: 30 clusters Score -2.529605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12923 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18338 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63887 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 24343 members 
Mstep: Class 29 contains 344913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296046.000000 Penalty: 17393.423828
Iteration 250Q: 30 clusters Score -2.529605e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12842 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18328 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63875 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296064.000000 Penalty: 17393.423828
Iteration 251Q: 30 clusters Score -2.529606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18318 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63858 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296020.000000 Penalty: 17393.423828
Iteration 252Q: 30 clusters Score -2.529602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18318 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63840 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 344965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296012.000000 Penalty: 17393.423828
Iteration 253Q: 30 clusters Score -2.529601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18314 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63824 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 24346 members 
Mstep: Class 29 contains 344974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296034.000000 Penalty: 17393.423828
Iteration 254Q: 30 clusters Score -2.529603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18310 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63808 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296016.000000 Penalty: 17393.423828
Iteration 255Q: 30 clusters Score -2.529602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7823 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12869 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18307 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63799 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 24351 members 
Mstep: Class 29 contains 344993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296014.000000 Penalty: 17393.423828
Iteration 256Q: 30 clusters Score -2.529601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12874 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18306 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63793 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 24352 members 
Mstep: Class 29 contains 344993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296016.000000 Penalty: 17393.423828
Iteration 257Q: 30 clusters Score -2.529602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5806 members 
Mstep: Class 10 contains 12883 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18305 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63790 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 24352 members 
Mstep: Class 29 contains 344986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296038.000000 Penalty: 17393.423828
Iteration 258Q: 30 clusters Score -2.529604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18303 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63786 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296038.000000 Penalty: 17393.423828
Iteration 259Q: 30 clusters Score -2.529604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18299 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63782 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296040.000000 Penalty: 17393.423828
Iteration 260F: 30 clusters Score -2.529604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18295 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63781 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 24348 members 
Mstep: Class 29 contains 344997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296028.000000 Penalty: 17393.423828
Iteration 261Q: 30 clusters Score -2.529603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18291 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63780 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 698 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 345000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296010.000000 Penalty: 17393.423828
Iteration 262Q: 30 clusters Score -2.529601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18280 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63780 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 24348 members 
Mstep: Class 29 contains 345010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296010.000000 Penalty: 17393.423828
Iteration 263Q: 30 clusters Score -2.529601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18271 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63778 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 345016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296018.000000 Penalty: 17393.423828
Iteration 264Q: 30 clusters Score -2.529602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18266 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63777 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296016.000000 Penalty: 17393.423828
Iteration 265Q: 30 clusters Score -2.529602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18262 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296016.000000 Penalty: 17393.423828
Iteration 266Q: 30 clusters Score -2.529602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18260 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296020.000000 Penalty: 17393.423828
Iteration 267Q: 30 clusters Score -2.529602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18255 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295998.000000 Penalty: 17393.423828
Iteration 268Q: 30 clusters Score -2.5296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18252 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295982.000000 Penalty: 17393.423828
Iteration 269Q: 30 clusters Score -2.529598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18249 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 345007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295992.000000 Penalty: 17393.423828
Iteration 270Q: 30 clusters Score -2.529599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18247 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63777 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295994.000000 Penalty: 17393.423828
Iteration 271Q: 30 clusters Score -2.529599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18245 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63776 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295978.000000 Penalty: 17393.423828
Iteration 272Q: 30 clusters Score -2.529598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12927 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18244 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63775 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24351 members 
Mstep: Class 29 contains 344988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295984.000000 Penalty: 17393.423828
Iteration 273Q: 30 clusters Score -2.529598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12947 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18242 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63773 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295982.000000 Penalty: 17393.423828
Iteration 274Q: 30 clusters Score -2.529598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7823 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18240 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63772 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295972.000000 Penalty: 17393.423828
Iteration 275Q: 30 clusters Score -2.529597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63770 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295986.000000 Penalty: 17393.423828
Iteration 276Q: 30 clusters Score -2.529599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63766 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295956.000000 Penalty: 17393.423828
Iteration 277Q: 30 clusters Score -2.529596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295980.000000 Penalty: 17393.423828
Iteration 278Q: 30 clusters Score -2.529598e+07 nChanged 5
Entering ConstructFrom: 
Score: -25295980.000000 Penalty: 17393.423828
Entering ConstructFrom: 
Trying to split cluster 1 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -62764.910156 Penalty: 324.854553
	Iteration 0F: 2 clusters Score -62764.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61772.343750 Penalty: 649.709106
	Iteration 0F: 3 clusters Score -61772.34 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62085.953125 Penalty: 649.709106
	Iteration 1F: 3 clusters Score -62085.95 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -62158.007812 Penalty: 649.709106
	Iteration 2F: 3 clusters Score -62158.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -62208.414062 Penalty: 649.709106
	Iteration 3F: 3 clusters Score -62208.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -62249.917969 Penalty: 649.709106
	Iteration 4Q: 3 clusters Score -62249.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -62280.070312 Penalty: 649.709106
	Iteration 5Q: 3 clusters Score -62280.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -62305.531250 Penalty: 649.709106
	Iteration 6Q: 3 clusters Score -62305.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -62324.019531 Penalty: 649.709106
	Iteration 7Q: 3 clusters Score -62324.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -62336.355469 Penalty: 649.709106
	Iteration 8Q: 3 clusters Score -62336.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -62350.160156 Penalty: 649.709106
	Iteration 9Q: 3 clusters Score -62350.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -62359.746094 Penalty: 649.709106
	Iteration 10Q: 3 clusters Score -62359.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -62367.546875 Penalty: 649.709106
	Iteration 11Q: 3 clusters Score -62367.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -62379.753906 Penalty: 649.709106
	Iteration 12Q: 3 clusters Score -62379.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -62386.781250 Penalty: 649.709106
	Iteration 13Q: 3 clusters Score -62386.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -62395.371094 Penalty: 649.709106
	Iteration 14Q: 3 clusters Score -62395.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -62401.941406 Penalty: 649.709106
	Iteration 15Q: 3 clusters Score -62401.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -62407.496094 Penalty: 649.709106
	Iteration 16Q: 3 clusters Score -62407.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -62411.492188 Penalty: 649.709106
	Iteration 17Q: 3 clusters Score -62411.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -62414.066406 Penalty: 649.709106
	Iteration 18Q: 3 clusters Score -62414.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -62415.617188 Penalty: 649.709106
	Iteration 19Q: 3 clusters Score -62415.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -62416.804688 Penalty: 649.709106
	Iteration 20F: 3 clusters Score -62416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -62417.101562 Penalty: 649.709106
	Iteration 21Q: 3 clusters Score -62417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -62417.101562 Penalty: 649.709106
	Iteration 22F: 3 clusters Score -62417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27099.423828 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -27099.42 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 280 members 
Entering Unmasked Estep 
Score: -26569.822266 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -26569.82 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26758.880859 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -26758.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26800.117188 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -26800.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26815.005859 Penalty: 579.816711
	Iteration 3Q: 3 clusters Score -26815.01 nChanged 9
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: -26819.597656 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -26819.6 nChanged 7
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: -26825.441406 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -26825.44 nChanged 7
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: -26835.333984 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -26835.33 nChanged 13
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: -26852.265625 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -26852.27 nChanged 12
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: -26862.542969 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -26862.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26880.646484 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -26880.65 nChanged 13
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: -26889.455078 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -26889.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26899.417969 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -26899.42 nChanged 9
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: -26908.398438 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -26908.4 nChanged 7
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: -26914.910156 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -26914.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26920.496094 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -26920.5 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: -26922.175781 Penalty: 579.816711
	Iteration 15Q: 3 clusters Score -26922.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26923.613281 Penalty: 579.816711
	Iteration 16Q: 3 clusters Score -26923.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26924.523438 Penalty: 579.816711
	Iteration 17Q: 3 clusters Score -26924.52 nChanged 2
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: -26925.369141 Penalty: 579.816711
	Iteration 18Q: 3 clusters Score -26925.37 nChanged 0
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: -26925.369141 Penalty: 579.816711
	Iteration 19F: 3 clusters Score -26925.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -108941.804688 Penalty: 351.220428
	Iteration 0F: 2 clusters Score -108941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -107304.718750 Penalty: 702.440857
	Iteration 0F: 3 clusters Score -107304.7 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -107869.445312 Penalty: 702.440857
	Iteration 1F: 3 clusters Score -107869.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107980.156250 Penalty: 702.440857
	Iteration 2F: 3 clusters Score -107980.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108105.570312 Penalty: 702.440857
	Iteration 3F: 3 clusters Score -108105.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -108229.765625 Penalty: 702.440857
	Iteration 4F: 3 clusters Score -108229.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108351.648438 Penalty: 702.440857
	Iteration 5F: 3 clusters Score -108351.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -108471.343750 Penalty: 702.440857
	Iteration 6F: 3 clusters Score -108471.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -108538.234375 Penalty: 702.440857
	Iteration 7Q: 3 clusters Score -108538.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -108571.703125 Penalty: 702.440857
	Iteration 8Q: 3 clusters Score -108571.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -108591.257812 Penalty: 702.440857
	Iteration 9Q: 3 clusters Score -108591.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -108603.515625 Penalty: 702.440857
	Iteration 10Q: 3 clusters Score -108603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -108616.203125 Penalty: 702.440857
	Iteration 11Q: 3 clusters Score -108616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -108632.921875 Penalty: 702.440857
	Iteration 12Q: 3 clusters Score -108632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -108649.203125 Penalty: 702.440857
	Iteration 13Q: 3 clusters Score -108649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -108665.640625 Penalty: 702.440857
	Iteration 14Q: 3 clusters Score -108665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -108675.562500 Penalty: 702.440857
	Iteration 15Q: 3 clusters Score -108675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -108679.218750 Penalty: 702.440857
	Iteration 16Q: 3 clusters Score -108679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -108680.164062 Penalty: 702.440857
	Iteration 17Q: 3 clusters Score -108680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -108681.960938 Penalty: 702.440857
	Iteration 18Q: 3 clusters Score -108682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -108681.960938 Penalty: 702.440857
	Iteration 19F: 3 clusters Score -108682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38925.144531 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38925.14 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39127.875000 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39127.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39199.179688 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39199.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39279.390625 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39279.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39360.355469 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39360.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39421.683594 Penalty: 613.494751
	Iteration 5F: 3 clusters Score -39421.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39458.882812 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -39458.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39478.933594 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -39478.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39503.460938 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39503.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39528.343750 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39528.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39553.171875 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39553.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39562.867188 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39562.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39570.054688 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39570.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39583.312500 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39583.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39592.453125 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -39592.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39599.445312 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -39599.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39601.742188 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -39601.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39603.093750 Penalty: 613.494751
	Iteration 17Q: 3 clusters Score -39603.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39603.976562 Penalty: 613.494751
	Iteration 18Q: 3 clusters Score -39603.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39603.976562 Penalty: 613.494751
	Iteration 19F: 3 clusters Score -39603.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9813.746094 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9813.746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9893.166992 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9893.167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9922.937500 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9922.938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9946.837891 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -9946.838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9962.314453 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9962.314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9975.132812 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9975.133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9985.335938 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -9985.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9985.754883 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -9985.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9985.754883 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -9985.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -178207.203125 Penalty: 372.597992
	Iteration 0F: 2 clusters Score -178207.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -175722.125000 Penalty: 745.195984
	Iteration 0F: 3 clusters Score -175722.1 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -176633.078125 Penalty: 745.195984
	Iteration 1F: 3 clusters Score -176633.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -176703.125000 Penalty: 745.195984
	Iteration 2Q: 3 clusters Score -176703.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -176776.015625 Penalty: 745.195984
	Iteration 3Q: 3 clusters Score -176776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -176845.828125 Penalty: 745.195984
	Iteration 4Q: 3 clusters Score -176845.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -176913.218750 Penalty: 745.195984
	Iteration 5Q: 3 clusters Score -176913.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -176986.484375 Penalty: 745.195984
	Iteration 6Q: 3 clusters Score -176986.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -177058.859375 Penalty: 745.195984
	Iteration 7Q: 3 clusters Score -177058.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -177120.968750 Penalty: 745.195984
	Iteration 8Q: 3 clusters Score -177121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -177193.125000 Penalty: 745.195984
	Iteration 9Q: 3 clusters Score -177193.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -177241.656250 Penalty: 745.195984
	Iteration 10Q: 3 clusters Score -177241.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -177270.859375 Penalty: 745.195984
	Iteration 11Q: 3 clusters Score -177270.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -177287.156250 Penalty: 745.195984
	Iteration 12Q: 3 clusters Score -177287.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -177300.625000 Penalty: 745.195984
	Iteration 13Q: 3 clusters Score -177300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -177316.437500 Penalty: 745.195984
	Iteration 14Q: 3 clusters Score -177316.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -177332.375000 Penalty: 745.195984
	Iteration 15Q: 3 clusters Score -177332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -177343.140625 Penalty: 745.195984
	Iteration 16Q: 3 clusters Score -177343.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -177351.187500 Penalty: 745.195984
	Iteration 17Q: 3 clusters Score -177351.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -177359.765625 Penalty: 745.195984
	Iteration 18Q: 3 clusters Score -177359.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -177367.281250 Penalty: 745.195984
	Iteration 19Q: 3 clusters Score -177367.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -177374.015625 Penalty: 745.195984
	Iteration 20F: 3 clusters Score -177374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -177378.843750 Penalty: 745.195984
	Iteration 21Q: 3 clusters Score -177378.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -177383.406250 Penalty: 745.195984
	Iteration 22Q: 3 clusters Score -177383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -177384.812500 Penalty: 745.195984
	Iteration 23Q: 3 clusters Score -177384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -177385.328125 Penalty: 745.195984
	Iteration 24Q: 3 clusters Score -177385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -177385.812500 Penalty: 745.195984
	Iteration 25Q: 3 clusters Score -177385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -177386.078125 Penalty: 745.195984
	Iteration 26Q: 3 clusters Score -177386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -177386.796875 Penalty: 745.195984
	Iteration 27Q: 3 clusters Score -177386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -177387.609375 Penalty: 745.195984
	Iteration 28Q: 3 clusters Score -177387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -177388.015625 Penalty: 745.195984
	Iteration 29Q: 3 clusters Score -177388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -177388.468750 Penalty: 745.195984
	Iteration 30Q: 3 clusters Score -177388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -177388.937500 Penalty: 745.195984
	Iteration 31Q: 3 clusters Score -177388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -177389.968750 Penalty: 745.195984
	Iteration 32Q: 3 clusters Score -177390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -177390.562500 Penalty: 745.195984
	Iteration 33Q: 3 clusters Score -177390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -177392.000000 Penalty: 745.195984
	Iteration 34Q: 3 clusters Score -177392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -177393.125000 Penalty: 745.195984
	Iteration 35Q: 3 clusters Score -177393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -177393.687500 Penalty: 745.195984
	Iteration 36Q: 3 clusters Score -177393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -177394.046875 Penalty: 745.195984
	Iteration 37Q: 3 clusters Score -177394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -177395.046875 Penalty: 745.195984
	Iteration 38Q: 3 clusters Score -177395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -177396.609375 Penalty: 745.195984
	Iteration 39Q: 3 clusters Score -177396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -177396.515625 Penalty: 745.195984
	Iteration 40F: 3 clusters Score -177396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -177397.421875 Penalty: 745.195984
	Iteration 41Q: 3 clusters Score -177397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -177397.562500 Penalty: 745.195984
	Iteration 42Q: 3 clusters Score -177397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -177397.421875 Penalty: 745.195984
	Iteration 43Q: 3 clusters Score -177397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -177397.859375 Penalty: 745.195984
	Iteration 44Q: 3 clusters Score -177397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -177397.859375 Penalty: 745.195984
	Iteration 45F: 3 clusters Score -177397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -66514.554688 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -66514.55 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 554 members 
Entering Unmasked Estep 
Score: -65580.398438 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -65580.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65872.171875 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -65872.17 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65928.960938 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -65928.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65973.890625 Penalty: 643.744629
	Iteration 3F: 3 clusters Score -65973.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66021.773438 Penalty: 643.744629
	Iteration 4F: 3 clusters Score -66021.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66061.914062 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -66061.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66081.210938 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -66081.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66097.054688 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -66097.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66110.609375 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -66110.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66121.156250 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -66121.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66134.351562 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -66134.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66147.968750 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -66147.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66160.695312 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -66160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -66182.093750 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -66182.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -66197.625000 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -66197.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -66207.835938 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -66207.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -66216.367188 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -66216.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -66223.523438 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -66223.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -66224.953125 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -66224.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -66226.960938 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -66226.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -66226.960938 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -66226.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Entering Unmasked Estep 
Score: -403844.875000 Penalty: 407.893677
	Iteration 0F: 2 clusters Score -403844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -398538.281250 Penalty: 815.787354
	Iteration 0F: 3 clusters Score -398538.3 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -400775.000000 Penalty: 815.787354
	Iteration 1F: 3 clusters Score -400775 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -401165.562500 Penalty: 815.787354
	Iteration 2F: 3 clusters Score -401165.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 815.787354
	Iteration 3F: 3 clusters Score -401710.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -402315.750000 Penalty: 815.787354
	Iteration 4F: 3 clusters Score -402315.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -402686.375000 Penalty: 815.787354
	Iteration 5F: 3 clusters Score -402686.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -402875.562500 Penalty: 815.787354
	Iteration 6Q: 3 clusters Score -402875.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -403007.718750 Penalty: 815.787354
	Iteration 7Q: 3 clusters Score -403007.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -403104.906250 Penalty: 815.787354
	Iteration 8Q: 3 clusters Score -403104.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -403181.812500 Penalty: 815.787354
	Iteration 9Q: 3 clusters Score -403181.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -403235.062500 Penalty: 815.787354
	Iteration 10Q: 3 clusters Score -403235.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -403281.468750 Penalty: 815.787354
	Iteration 11Q: 3 clusters Score -403281.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -403307.593750 Penalty: 815.787354
	Iteration 12Q: 3 clusters Score -403307.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -403327.687500 Penalty: 815.787354
	Iteration 13Q: 3 clusters Score -403327.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -403344.375000 Penalty: 815.787354
	Iteration 14Q: 3 clusters Score -403344.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -403359.843750 Penalty: 815.787354
	Iteration 15Q: 3 clusters Score -403359.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -403379.718750 Penalty: 815.787354
	Iteration 16Q: 3 clusters Score -403379.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -403396.843750 Penalty: 815.787354
	Iteration 17Q: 3 clusters Score -403396.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -403410.406250 Penalty: 815.787354
	Iteration 18Q: 3 clusters Score -403410.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -403423.437500 Penalty: 815.787354
	Iteration 19Q: 3 clusters Score -403423.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -403440.406250 Penalty: 815.787354
	Iteration 20F: 3 clusters Score -403440.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -403452.156250 Penalty: 815.787354
	Iteration 21Q: 3 clusters Score -403452.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -403464.062500 Penalty: 815.787354
	Iteration 22Q: 3 clusters Score -403464.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -403470.843750 Penalty: 815.787354
	Iteration 23Q: 3 clusters Score -403470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -403475.468750 Penalty: 815.787354
	Iteration 24Q: 3 clusters Score -403475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -403479.687500 Penalty: 815.787354
	Iteration 25Q: 3 clusters Score -403479.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -403481.593750 Penalty: 815.787354
	Iteration 26Q: 3 clusters Score -403481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -403482.875000 Penalty: 815.787354
	Iteration 27Q: 3 clusters Score -403482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -403484.437500 Penalty: 815.787354
	Iteration 28Q: 3 clusters Score -403484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -403485.406250 Penalty: 815.787354
	Iteration 29Q: 3 clusters Score -403485.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -403486.750000 Penalty: 815.787354
	Iteration 30Q: 3 clusters Score -403486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -403486.843750 Penalty: 815.787354
	Iteration 31Q: 3 clusters Score -403486.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -403488.625000 Penalty: 815.787354
	Iteration 32Q: 3 clusters Score -403488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -403489.687500 Penalty: 815.787354
	Iteration 33Q: 3 clusters Score -403489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -403490.781250 Penalty: 815.787354
	Iteration 34Q: 3 clusters Score -403490.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -403494.156250 Penalty: 815.787354
	Iteration 35Q: 3 clusters Score -403494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -403495.312500 Penalty: 815.787354
	Iteration 36Q: 3 clusters Score -403495.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -403497.125000 Penalty: 815.787354
	Iteration 37Q: 3 clusters Score -403497.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -403497.343750 Penalty: 815.787354
	Iteration 38Q: 3 clusters Score -403497.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -403500.406250 Penalty: 815.787354
	Iteration 39Q: 3 clusters Score -403500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -403501.968750 Penalty: 815.787354
	Iteration 40F: 3 clusters Score -403502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -403507.156250 Penalty: 815.787354
	Iteration 41Q: 3 clusters Score -403507.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -403512.593750 Penalty: 815.787354
	Iteration 42Q: 3 clusters Score -403512.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -403513.281250 Penalty: 815.787354
	Iteration 43Q: 3 clusters Score -403513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -403514.968750 Penalty: 815.787354
	Iteration 44Q: 3 clusters Score -403515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -403515.531250 Penalty: 815.787354
	Iteration 45Q: 3 clusters Score -403515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -403517.343750 Penalty: 815.787354
	Iteration 46Q: 3 clusters Score -403517.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -403519.812500 Penalty: 815.787354
	Iteration 47Q: 3 clusters Score -403519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -403519.781250 Penalty: 815.787354
	Iteration 48Q: 3 clusters Score -403519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -403521.156250 Penalty: 815.787354
	Iteration 49Q: 3 clusters Score -403521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -403521.000000 Penalty: 815.787354
	Iteration 50Q: 3 clusters Score -403521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -403521.656250 Penalty: 815.787354
	Iteration 51Q: 3 clusters Score -403521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -403522.281250 Penalty: 815.787354
	Iteration 52Q: 3 clusters Score -403522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -403523.843750 Penalty: 815.787354
	Iteration 53Q: 3 clusters Score -403523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -403526.750000 Penalty: 815.787354
	Iteration 54Q: 3 clusters Score -403526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -403527.718750 Penalty: 815.787354
	Iteration 55Q: 3 clusters Score -403527.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -403530.468750 Penalty: 815.787354
	Iteration 56Q: 3 clusters Score -403530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -403532.812500 Penalty: 815.787354
	Iteration 57Q: 3 clusters Score -403532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -403533.187500 Penalty: 815.787354
	Iteration 58Q: 3 clusters Score -403533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -403533.718750 Penalty: 815.787354
	Iteration 59Q: 3 clusters Score -403533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -403533.781250 Penalty: 815.787354
	Iteration 60F: 3 clusters Score -403533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -403535.406250 Penalty: 815.787354
	Iteration 61Q: 3 clusters Score -403535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -403535.531250 Penalty: 815.787354
	Iteration 62Q: 3 clusters Score -403535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -403536.187500 Penalty: 815.787354
	Iteration 63Q: 3 clusters Score -403536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -403537.656250 Penalty: 815.787354
	Iteration 64Q: 3 clusters Score -403537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -403538.156250 Penalty: 815.787354
	Iteration 65Q: 3 clusters Score -403538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -403539.625000 Penalty: 815.787354
	Iteration 66Q: 3 clusters Score -403539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -403540.312500 Penalty: 815.787354
	Iteration 67Q: 3 clusters Score -403540.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -403540.843750 Penalty: 815.787354
	Iteration 68Q: 3 clusters Score -403540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -403540.468750 Penalty: 815.787354
	Iteration 69Q: 3 clusters Score -403540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -403541.687500 Penalty: 815.787354
	Iteration 70Q: 3 clusters Score -403541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -403543.437500 Penalty: 815.787354
	Iteration 71Q: 3 clusters Score -403543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -403545.281250 Penalty: 815.787354
	Iteration 72Q: 3 clusters Score -403545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -403545.875000 Penalty: 815.787354
	Iteration 73Q: 3 clusters Score -403545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -403547.000000 Penalty: 815.787354
	Iteration 74Q: 3 clusters Score -403547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -403546.406250 Penalty: 815.787354
	Iteration 75Q: 3 clusters Score -403546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -403547.843750 Penalty: 815.787354
	Iteration 76Q: 3 clusters Score -403547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -403549.687500 Penalty: 815.787354
	Iteration 77Q: 3 clusters Score -403549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -403551.062500 Penalty: 815.787354
	Iteration 78Q: 3 clusters Score -403551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -403550.968750 Penalty: 815.787354
	Iteration 79Q: 3 clusters Score -403551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -403550.968750 Penalty: 815.787354
	Iteration 80F: 3 clusters Score -403551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -403551.593750 Penalty: 815.787354
	Iteration 81Q: 3 clusters Score -403551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -403551.718750 Penalty: 815.787354
	Iteration 82Q: 3 clusters Score -403551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -403551.750000 Penalty: 815.787354
	Iteration 83Q: 3 clusters Score -403551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -403553.062500 Penalty: 815.787354
	Iteration 84Q: 3 clusters Score -403553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -403554.218750 Penalty: 815.787354
	Iteration 85Q: 3 clusters Score -403554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -403555.937500 Penalty: 815.787354
	Iteration 86Q: 3 clusters Score -403555.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -403559.218750 Penalty: 815.787354
	Iteration 87Q: 3 clusters Score -403559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -403562.000000 Penalty: 815.787354
	Iteration 88Q: 3 clusters Score -403562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -403563.468750 Penalty: 815.787354
	Iteration 89Q: 3 clusters Score -403563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -403564.625000 Penalty: 815.787354
	Iteration 90Q: 3 clusters Score -403564.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -403566.562500 Penalty: 815.787354
	Iteration 91Q: 3 clusters Score -403566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -403568.625000 Penalty: 815.787354
	Iteration 92Q: 3 clusters Score -403568.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -403570.312500 Penalty: 815.787354
	Iteration 93Q: 3 clusters Score -403570.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -403570.906250 Penalty: 815.787354
	Iteration 94Q: 3 clusters Score -403570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -403571.468750 Penalty: 815.787354
	Iteration 95Q: 3 clusters Score -403571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -403572.531250 Penalty: 815.787354
	Iteration 96Q: 3 clusters Score -403572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -403573.375000 Penalty: 815.787354
	Iteration 97Q: 3 clusters Score -403573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -403573.687500 Penalty: 815.787354
	Iteration 98Q: 3 clusters Score -403573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -403573.656250 Penalty: 815.787354
	Iteration 99Q: 3 clusters Score -403573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -403573.593750 Penalty: 815.787354
	Iteration 100F: 3 clusters Score -403573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -315618.718750 Penalty: 394.348114
	Iteration 0F: 2 clusters Score -315618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -311733.625000 Penalty: 788.696228
	Iteration 0F: 3 clusters Score -311733.6 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -313222.437500 Penalty: 788.696228
	Iteration 1F: 3 clusters Score -313222.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -313389.250000 Penalty: 788.696228
	Iteration 2F: 3 clusters Score -313389.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -313599.000000 Penalty: 788.696228
	Iteration 3F: 3 clusters Score -313599 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -313886.750000 Penalty: 788.696228
	Iteration 4F: 3 clusters Score -313886.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -314253.125000 Penalty: 788.696228
	Iteration 5F: 3 clusters Score -314253.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -314542.875000 Penalty: 788.696228
	Iteration 6F: 3 clusters Score -314542.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -314682.687500 Penalty: 788.696228
	Iteration 7Q: 3 clusters Score -314682.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -314752.343750 Penalty: 788.696228
	Iteration 8Q: 3 clusters Score -314752.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -314799.625000 Penalty: 788.696228
	Iteration 9Q: 3 clusters Score -314799.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -314833.937500 Penalty: 788.696228
	Iteration 10Q: 3 clusters Score -314833.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -314859.218750 Penalty: 788.696228
	Iteration 11Q: 3 clusters Score -314859.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -314879.218750 Penalty: 788.696228
	Iteration 12Q: 3 clusters Score -314879.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -314892.593750 Penalty: 788.696228
	Iteration 13Q: 3 clusters Score -314892.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -314900.531250 Penalty: 788.696228
	Iteration 14Q: 3 clusters Score -314900.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -314908.406250 Penalty: 788.696228
	Iteration 15Q: 3 clusters Score -314908.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -314918.250000 Penalty: 788.696228
	Iteration 16Q: 3 clusters Score -314918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -314924.781250 Penalty: 788.696228
	Iteration 17Q: 3 clusters Score -314924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -314927.062500 Penalty: 788.696228
	Iteration 18Q: 3 clusters Score -314927.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -314929.000000 Penalty: 788.696228
	Iteration 19Q: 3 clusters Score -314929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -314932.093750 Penalty: 788.696228
	Iteration 20F: 3 clusters Score -314932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -314935.375000 Penalty: 788.696228
	Iteration 21Q: 3 clusters Score -314935.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -314940.093750 Penalty: 788.696228
	Iteration 22Q: 3 clusters Score -314940.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -314943.750000 Penalty: 788.696228
	Iteration 23Q: 3 clusters Score -314943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -314948.406250 Penalty: 788.696228
	Iteration 24Q: 3 clusters Score -314948.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -314952.125000 Penalty: 788.696228
	Iteration 25Q: 3 clusters Score -314952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -314955.187500 Penalty: 788.696228
	Iteration 26Q: 3 clusters Score -314955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -314956.781250 Penalty: 788.696228
	Iteration 27Q: 3 clusters Score -314956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -314959.593750 Penalty: 788.696228
	Iteration 28Q: 3 clusters Score -314959.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -314962.312500 Penalty: 788.696228
	Iteration 29Q: 3 clusters Score -314962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -314962.906250 Penalty: 788.696228
	Iteration 30Q: 3 clusters Score -314962.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -314964.062500 Penalty: 788.696228
	Iteration 31Q: 3 clusters Score -314964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -314964.218750 Penalty: 788.696228
	Iteration 32Q: 3 clusters Score -314964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -314965.406250 Penalty: 788.696228
	Iteration 33Q: 3 clusters Score -314965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -314965.093750 Penalty: 788.696228
	Iteration 34Q: 3 clusters Score -314965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -314965.718750 Penalty: 788.696228
	Iteration 35Q: 3 clusters Score -314965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -314965.718750 Penalty: 788.696228
	Iteration 36Q: 3 clusters Score -314965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -314965.781250 Penalty: 788.696228
	Iteration 37Q: 3 clusters Score -314965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -314966.625000 Penalty: 788.696228
	Iteration 38Q: 3 clusters Score -314966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -314966.593750 Penalty: 788.696228
	Iteration 39Q: 3 clusters Score -314966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -314966.593750 Penalty: 788.696228
	Iteration 40F: 3 clusters Score -314966.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Entering Unmasked Estep 
Score: -673042.937500 Penalty: 430.934509
	Iteration 0F: 2 clusters Score -673042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -664406.500000 Penalty: 861.869019
	Iteration 0F: 3 clusters Score -664406.5 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -668232.937500 Penalty: 861.869019
	Iteration 1F: 3 clusters Score -668232.9 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -668955.687500 Penalty: 861.869019
	Iteration 2F: 3 clusters Score -668955.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -669960.000000 Penalty: 861.869019
	Iteration 3F: 3 clusters Score -669960 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -671064.187500 Penalty: 861.869019
	Iteration 4F: 3 clusters Score -671064.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -671869.187500 Penalty: 861.869019
	Iteration 5F: 3 clusters Score -671869.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -672172.187500 Penalty: 861.869019
	Iteration 6Q: 3 clusters Score -672172.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -672299.687500 Penalty: 861.869019
	Iteration 7Q: 3 clusters Score -672299.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -672390.500000 Penalty: 861.869019
	Iteration 8Q: 3 clusters Score -672390.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -672462.250000 Penalty: 861.869019
	Iteration 9Q: 3 clusters Score -672462.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -672514.437500 Penalty: 861.869019
	Iteration 10Q: 3 clusters Score -672514.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -672553.687500 Penalty: 861.869019
	Iteration 11Q: 3 clusters Score -672553.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -672584.125000 Penalty: 861.869019
	Iteration 12Q: 3 clusters Score -672584.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -672618.375000 Penalty: 861.869019
	Iteration 13Q: 3 clusters Score -672618.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -672648.937500 Penalty: 861.869019
	Iteration 14Q: 3 clusters Score -672648.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -672678.312500 Penalty: 861.869019
	Iteration 15Q: 3 clusters Score -672678.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -672710.125000 Penalty: 861.869019
	Iteration 16Q: 3 clusters Score -672710.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -672738.812500 Penalty: 861.869019
	Iteration 17Q: 3 clusters Score -672738.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -672756.000000 Penalty: 861.869019
	Iteration 18Q: 3 clusters Score -672756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -672773.750000 Penalty: 861.869019
	Iteration 19Q: 3 clusters Score -672773.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -672792.250000 Penalty: 861.869019
	Iteration 20F: 3 clusters Score -672792.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -672805.250000 Penalty: 861.869019
	Iteration 21Q: 3 clusters Score -672805.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -672814.125000 Penalty: 861.869019
	Iteration 22Q: 3 clusters Score -672814.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -672819.750000 Penalty: 861.869019
	Iteration 23Q: 3 clusters Score -672819.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -672826.187500 Penalty: 861.869019
	Iteration 24Q: 3 clusters Score -672826.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -672833.312500 Penalty: 861.869019
	Iteration 25Q: 3 clusters Score -672833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -672837.937500 Penalty: 861.869019
	Iteration 26Q: 3 clusters Score -672837.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -672839.625000 Penalty: 861.869019
	Iteration 27Q: 3 clusters Score -672839.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -672841.687500 Penalty: 861.869019
	Iteration 28Q: 3 clusters Score -672841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -672843.812500 Penalty: 861.869019
	Iteration 29Q: 3 clusters Score -672843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -672844.750000 Penalty: 861.869019
	Iteration 30Q: 3 clusters Score -672844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -672844.062500 Penalty: 861.869019
	Iteration 31Q: 3 clusters Score -672844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -672845.000000 Penalty: 861.869019
	Iteration 32Q: 3 clusters Score -672845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -672844.750000 Penalty: 861.869019
	Iteration 33Q: 3 clusters Score -672844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -672847.750000 Penalty: 861.869019
	Iteration 34Q: 3 clusters Score -672847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -672850.687500 Penalty: 861.869019
	Iteration 35Q: 3 clusters Score -672850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -672851.062500 Penalty: 861.869019
	Iteration 36Q: 3 clusters Score -672851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -672851.187500 Penalty: 861.869019
	Iteration 37Q: 3 clusters Score -672851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -672851.562500 Penalty: 861.869019
	Iteration 38Q: 3 clusters Score -672851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -672853.250000 Penalty: 861.869019
	Iteration 39Q: 3 clusters Score -672853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -672851.750000 Penalty: 861.869019
	Iteration 40F: 3 clusters Score -672851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -672851.562500 Penalty: 861.869019
	Iteration 41Q: 3 clusters Score -672851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -672854.750000 Penalty: 861.869019
	Iteration 42Q: 3 clusters Score -672854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -672856.687500 Penalty: 861.869019
	Iteration 43Q: 3 clusters Score -672856.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -672857.812500 Penalty: 861.869019
	Iteration 44Q: 3 clusters Score -672857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -672859.937500 Penalty: 861.869019
	Iteration 45Q: 3 clusters Score -672859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -672861.000000 Penalty: 861.869019
	Iteration 46Q: 3 clusters Score -672861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -672862.187500 Penalty: 861.869019
	Iteration 47Q: 3 clusters Score -672862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -672863.250000 Penalty: 861.869019
	Iteration 48Q: 3 clusters Score -672863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -672863.375000 Penalty: 861.869019
	Iteration 49Q: 3 clusters Score -672863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -672864.562500 Penalty: 861.869019
	Iteration 50Q: 3 clusters Score -672864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -672865.000000 Penalty: 861.869019
	Iteration 51Q: 3 clusters Score -672865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -672864.625000 Penalty: 861.869019
	Iteration 52Q: 3 clusters Score -672864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -672864.625000 Penalty: 861.869019
	Iteration 53F: 3 clusters Score -672864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -218181.406250 Penalty: 384.298767
	Iteration 0F: 2 clusters Score -218181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -215022.546875 Penalty: 768.597534
	Iteration 0F: 3 clusters Score -215022.5 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -216449.453125 Penalty: 768.597534
	Iteration 1F: 3 clusters Score -216449.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -216819.890625 Penalty: 768.597534
	Iteration 2F: 3 clusters Score -216819.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -217204.312500 Penalty: 768.597534
	Iteration 3F: 3 clusters Score -217204.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -217482.750000 Penalty: 768.597534
	Iteration 4F: 3 clusters Score -217482.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -217689.187500 Penalty: 768.597534
	Iteration 5Q: 3 clusters Score -217689.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -217818.687500 Penalty: 768.597534
	Iteration 6Q: 3 clusters Score -217818.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -217878.109375 Penalty: 768.597534
	Iteration 7Q: 3 clusters Score -217878.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -217910.093750 Penalty: 768.597534
	Iteration 8Q: 3 clusters Score -217910.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -217933.781250 Penalty: 768.597534
	Iteration 9Q: 3 clusters Score -217933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -217944.875000 Penalty: 768.597534
	Iteration 10Q: 3 clusters Score -217944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -217949.937500 Penalty: 768.597534
	Iteration 11Q: 3 clusters Score -217949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -217954.562500 Penalty: 768.597534
	Iteration 12Q: 3 clusters Score -217954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -217955.937500 Penalty: 768.597534
	Iteration 13Q: 3 clusters Score -217955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -217956.328125 Penalty: 768.597534
	Iteration 14Q: 3 clusters Score -217956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -217957.921875 Penalty: 768.597534
	Iteration 15Q: 3 clusters Score -217957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -217959.234375 Penalty: 768.597534
	Iteration 16Q: 3 clusters Score -217959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -217960.375000 Penalty: 768.597534
	Iteration 17Q: 3 clusters Score -217960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -217962.187500 Penalty: 768.597534
	Iteration 18Q: 3 clusters Score -217962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -217962.921875 Penalty: 768.597534
	Iteration 19Q: 3 clusters Score -217962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -217963.109375 Penalty: 768.597534
	Iteration 20F: 3 clusters Score -217963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -217963.343750 Penalty: 768.597534
	Iteration 21Q: 3 clusters Score -217963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -217964.250000 Penalty: 768.597534
	Iteration 22Q: 3 clusters Score -217964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -217964.250000 Penalty: 768.597534
	Iteration 23F: 3 clusters Score -217964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -120815.164062 Penalty: 360.889801
	Iteration 0F: 2 clusters Score -120815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -118857.539062 Penalty: 721.779602
	Iteration 0F: 3 clusters Score -118857.5 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -119583.710938 Penalty: 721.779602
	Iteration 1F: 3 clusters Score -119583.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119708.296875 Penalty: 721.779602
	Iteration 2F: 3 clusters Score -119708.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -119844.898438 Penalty: 721.779602
	Iteration 3F: 3 clusters Score -119844.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -120007.835938 Penalty: 721.779602
	Iteration 4F: 3 clusters Score -120007.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120168.085938 Penalty: 721.779602
	Iteration 5F: 3 clusters Score -120168.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120299.257812 Penalty: 721.779602
	Iteration 6Q: 3 clusters Score -120299.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -120414.875000 Penalty: 721.779602
	Iteration 7Q: 3 clusters Score -120414.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120499.460938 Penalty: 721.779602
	Iteration 8Q: 3 clusters Score -120499.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120553.820312 Penalty: 721.779602
	Iteration 9Q: 3 clusters Score -120553.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120598.101562 Penalty: 721.779602
	Iteration 10Q: 3 clusters Score -120598.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120624.914062 Penalty: 721.779602
	Iteration 11Q: 3 clusters Score -120624.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120641.648438 Penalty: 721.779602
	Iteration 12Q: 3 clusters Score -120641.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120653.312500 Penalty: 721.779602
	Iteration 13Q: 3 clusters Score -120653.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120660.312500 Penalty: 721.779602
	Iteration 14Q: 3 clusters Score -120660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -120666.414062 Penalty: 721.779602
	Iteration 15Q: 3 clusters Score -120666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120674.554688 Penalty: 721.779602
	Iteration 16Q: 3 clusters Score -120674.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120679.890625 Penalty: 721.779602
	Iteration 17Q: 3 clusters Score -120679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -120684.781250 Penalty: 721.779602
	Iteration 18Q: 3 clusters Score -120684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120687.335938 Penalty: 721.779602
	Iteration 19Q: 3 clusters Score -120687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120688.515625 Penalty: 721.779602
	Iteration 20F: 3 clusters Score -120688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120688.664062 Penalty: 721.779602
	Iteration 21Q: 3 clusters Score -120688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -120689.070312 Penalty: 721.779602
	Iteration 22Q: 3 clusters Score -120689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120689.968750 Penalty: 721.779602
	Iteration 23Q: 3 clusters Score -120690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -120691.281250 Penalty: 721.779602
	Iteration 24Q: 3 clusters Score -120691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120691.398438 Penalty: 721.779602
	Iteration 25Q: 3 clusters Score -120691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120691.703125 Penalty: 721.779602
	Iteration 26Q: 3 clusters Score -120691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120691.703125 Penalty: 721.779602
	Iteration 27F: 3 clusters Score -120691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -116969.421875 Penalty: 351.922424
	Iteration 0F: 2 clusters Score -116969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -115329.554688 Penalty: 703.844849
	Iteration 0F: 3 clusters Score -115329.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -115857.031250 Penalty: 703.844849
	Iteration 1F: 3 clusters Score -115857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -115922.257812 Penalty: 703.844849
	Iteration 2F: 3 clusters Score -115922.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -115962.257812 Penalty: 703.844849
	Iteration 3Q: 3 clusters Score -115962.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -115998.687500 Penalty: 703.844849
	Iteration 4Q: 3 clusters Score -115998.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -116032.796875 Penalty: 703.844849
	Iteration 5Q: 3 clusters Score -116032.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -116062.812500 Penalty: 703.844849
	Iteration 6Q: 3 clusters Score -116062.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -116088.648438 Penalty: 703.844849
	Iteration 7Q: 3 clusters Score -116088.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -116121.906250 Penalty: 703.844849
	Iteration 8Q: 3 clusters Score -116121.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -116178.773438 Penalty: 703.844849
	Iteration 9Q: 3 clusters Score -116178.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -116245.492188 Penalty: 703.844849
	Iteration 10Q: 3 clusters Score -116245.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -116302.125000 Penalty: 703.844849
	Iteration 11Q: 3 clusters Score -116302.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -116373.726562 Penalty: 703.844849
	Iteration 12Q: 3 clusters Score -116373.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -116444.703125 Penalty: 703.844849
	Iteration 13Q: 3 clusters Score -116444.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -116511.273438 Penalty: 703.844849
	Iteration 14Q: 3 clusters Score -116511.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -116560.101562 Penalty: 703.844849
	Iteration 15Q: 3 clusters Score -116560.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -116587.679688 Penalty: 703.844849
	Iteration 16Q: 3 clusters Score -116587.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -116615.031250 Penalty: 703.844849
	Iteration 17Q: 3 clusters Score -116615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -116631.953125 Penalty: 703.844849
	Iteration 18Q: 3 clusters Score -116632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -116640.101562 Penalty: 703.844849
	Iteration 19Q: 3 clusters Score -116640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -116642.250000 Penalty: 703.844849
	Iteration 20F: 3 clusters Score -116642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -116645.750000 Penalty: 703.844849
	Iteration 21Q: 3 clusters Score -116645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -116653.484375 Penalty: 703.844849
	Iteration 22Q: 3 clusters Score -116653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -116659.656250 Penalty: 703.844849
	Iteration 23Q: 3 clusters Score -116659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -116664.085938 Penalty: 703.844849
	Iteration 24Q: 3 clusters Score -116664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -116665.750000 Penalty: 703.844849
	Iteration 25Q: 3 clusters Score -116665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -116666.539062 Penalty: 703.844849
	Iteration 26Q: 3 clusters Score -116666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -116666.539062 Penalty: 703.844849
	Iteration 27F: 3 clusters Score -116666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Entering Unmasked Estep 
Score: -621114.437500 Penalty: 430.755371
	Iteration 0F: 2 clusters Score -621114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -612411.625000 Penalty: 861.510742
	Iteration 0F: 3 clusters Score -612411.6 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -615976.375000 Penalty: 861.510742
	Iteration 1F: 3 clusters Score -615976.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -616397.187500 Penalty: 861.510742
	Iteration 2F: 3 clusters Score -616397.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -617099.250000 Penalty: 861.510742
	Iteration 3F: 3 clusters Score -617099.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -618128.000000 Penalty: 861.510742
	Iteration 4F: 3 clusters Score -618128 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -619395.937500 Penalty: 861.510742
	Iteration 5F: 3 clusters Score -619395.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -620214.000000 Penalty: 861.510742
	Iteration 6F: 3 clusters Score -620214 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -620587.500000 Penalty: 861.510742
	Iteration 7Q: 3 clusters Score -620587.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -620682.187500 Penalty: 861.510742
	Iteration 8Q: 3 clusters Score -620682.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -620706.437500 Penalty: 861.510742
	Iteration 9Q: 3 clusters Score -620706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -620716.375000 Penalty: 861.510742
	Iteration 10Q: 3 clusters Score -620716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -620721.000000 Penalty: 861.510742
	Iteration 11Q: 3 clusters Score -620721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -620728.375000 Penalty: 861.510742
	Iteration 12Q: 3 clusters Score -620728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -620733.625000 Penalty: 861.510742
	Iteration 13Q: 3 clusters Score -620733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -620735.250000 Penalty: 861.510742
	Iteration 14Q: 3 clusters Score -620735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -620735.250000 Penalty: 861.510742
	Iteration 15F: 3 clusters Score -620735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5684.898438 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5684.898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5721.326172 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5721.326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5732.662109 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -5732.662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5735.494629 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5735.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5743.095703 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5743.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5745.842773 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5745.843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5747.163086 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5747.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5747.163086 Penalty: 445.021759
	Iteration 7F: 3 clusters Score -5747.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -109924.234375 Penalty: 352.945831
	Iteration 0F: 2 clusters Score -109924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -108273.789062 Penalty: 705.891663
	Iteration 0F: 3 clusters Score -108273.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -108805.945312 Penalty: 705.891663
	Iteration 1F: 3 clusters Score -108805.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -108896.328125 Penalty: 705.891663
	Iteration 2F: 3 clusters Score -108896.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -108995.921875 Penalty: 705.891663
	Iteration 3F: 3 clusters Score -108995.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -109107.632812 Penalty: 705.891663
	Iteration 4F: 3 clusters Score -109107.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -109223.523438 Penalty: 705.891663
	Iteration 5F: 3 clusters Score -109223.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -109330.304688 Penalty: 705.891663
	Iteration 6F: 3 clusters Score -109330.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -109437.109375 Penalty: 705.891663
	Iteration 7F: 3 clusters Score -109437.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -109545.421875 Penalty: 705.891663
	Iteration 8Q: 3 clusters Score -109545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -109633.351562 Penalty: 705.891663
	Iteration 9Q: 3 clusters Score -109633.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -109672.593750 Penalty: 705.891663
	Iteration 10Q: 3 clusters Score -109672.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -109685.250000 Penalty: 705.891663
	Iteration 11Q: 3 clusters Score -109685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -109691.070312 Penalty: 705.891663
	Iteration 12Q: 3 clusters Score -109691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -109696.312500 Penalty: 705.891663
	Iteration 13Q: 3 clusters Score -109696.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -109700.257812 Penalty: 705.891663
	Iteration 14Q: 3 clusters Score -109700.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -109704.921875 Penalty: 705.891663
	Iteration 15Q: 3 clusters Score -109704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -109707.843750 Penalty: 705.891663
	Iteration 16Q: 3 clusters Score -109707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -109711.125000 Penalty: 705.891663
	Iteration 17Q: 3 clusters Score -109711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -109713.460938 Penalty: 705.891663
	Iteration 18Q: 3 clusters Score -109713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -109715.929688 Penalty: 705.891663
	Iteration 19Q: 3 clusters Score -109715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -109717.000000 Penalty: 705.891663
	Iteration 20F: 3 clusters Score -109717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -109717.257812 Penalty: 705.891663
	Iteration 21Q: 3 clusters Score -109717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -109717.234375 Penalty: 705.891663
	Iteration 22Q: 3 clusters Score -109717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -109717.234375 Penalty: 705.891663
	Iteration 23F: 3 clusters Score -109717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8855.190430 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8855.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8576.005859 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8576.006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8642.836914 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8642.837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8666.747070 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8666.747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8680.988281 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -8680.988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8711.049805 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8711.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8717.239258 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8717.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8721.447266 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -8721.447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8723.332031 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -8723.332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8723.332031 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -8723.332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -364187.468750 Penalty: 406.523682
	Iteration 0F: 2 clusters Score -364187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -359153.812500 Penalty: 813.047363
	Iteration 0F: 3 clusters Score -359153.8 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -361020.593750 Penalty: 813.047363
	Iteration 1F: 3 clusters Score -361020.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -361117.250000 Penalty: 813.047363
	Iteration 2Q: 3 clusters Score -361117.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -361213.093750 Penalty: 813.047363
	Iteration 3Q: 3 clusters Score -361213.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -361347.625000 Penalty: 813.047363
	Iteration 4Q: 3 clusters Score -361347.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -361566.156250 Penalty: 813.047363
	Iteration 5Q: 3 clusters Score -361566.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -361898.656250 Penalty: 813.047363
	Iteration 6F: 3 clusters Score -361898.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -362222.312500 Penalty: 813.047363
	Iteration 7F: 3 clusters Score -362222.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -362415.250000 Penalty: 813.047363
	Iteration 8Q: 3 clusters Score -362415.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -362496.062500 Penalty: 813.047363
	Iteration 9Q: 3 clusters Score -362496.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -362524.531250 Penalty: 813.047363
	Iteration 10Q: 3 clusters Score -362524.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -362536.468750 Penalty: 813.047363
	Iteration 11Q: 3 clusters Score -362536.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -362542.593750 Penalty: 813.047363
	Iteration 12Q: 3 clusters Score -362542.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -362552.843750 Penalty: 813.047363
	Iteration 13Q: 3 clusters Score -362552.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -362566.000000 Penalty: 813.047363
	Iteration 14Q: 3 clusters Score -362566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -362579.625000 Penalty: 813.047363
	Iteration 15Q: 3 clusters Score -362579.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -362594.437500 Penalty: 813.047363
	Iteration 16Q: 3 clusters Score -362594.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -362609.000000 Penalty: 813.047363
	Iteration 17Q: 3 clusters Score -362609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -362627.250000 Penalty: 813.047363
	Iteration 18Q: 3 clusters Score -362627.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -362642.687500 Penalty: 813.047363
	Iteration 19Q: 3 clusters Score -362642.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -362658.937500 Penalty: 813.047363
	Iteration 20F: 3 clusters Score -362658.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -362671.906250 Penalty: 813.047363
	Iteration 21Q: 3 clusters Score -362671.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -362684.562500 Penalty: 813.047363
	Iteration 22Q: 3 clusters Score -362684.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -362694.906250 Penalty: 813.047363
	Iteration 23Q: 3 clusters Score -362694.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -362705.687500 Penalty: 813.047363
	Iteration 24Q: 3 clusters Score -362705.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -362719.375000 Penalty: 813.047363
	Iteration 25Q: 3 clusters Score -362719.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -362735.812500 Penalty: 813.047363
	Iteration 26Q: 3 clusters Score -362735.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -362754.000000 Penalty: 813.047363
	Iteration 27Q: 3 clusters Score -362754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -362776.125000 Penalty: 813.047363
	Iteration 28Q: 3 clusters Score -362776.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -362805.562500 Penalty: 813.047363
	Iteration 29Q: 3 clusters Score -362805.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -362833.562500 Penalty: 813.047363
	Iteration 30Q: 3 clusters Score -362833.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -362855.812500 Penalty: 813.047363
	Iteration 31Q: 3 clusters Score -362855.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -362879.281250 Penalty: 813.047363
	Iteration 32Q: 3 clusters Score -362879.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -362907.406250 Penalty: 813.047363
	Iteration 33Q: 3 clusters Score -362907.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -362943.500000 Penalty: 813.047363
	Iteration 34Q: 3 clusters Score -362943.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -362971.843750 Penalty: 813.047363
	Iteration 35Q: 3 clusters Score -362971.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -362997.812500 Penalty: 813.047363
	Iteration 36Q: 3 clusters Score -362997.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -363024.562500 Penalty: 813.047363
	Iteration 37Q: 3 clusters Score -363024.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363059.687500 Penalty: 813.047363
	Iteration 38Q: 3 clusters Score -363059.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -363099.500000 Penalty: 813.047363
	Iteration 39Q: 3 clusters Score -363099.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -363143.531250 Penalty: 813.047363
	Iteration 40F: 3 clusters Score -363143.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -363201.437500 Penalty: 813.047363
	Iteration 41Q: 3 clusters Score -363201.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -363257.531250 Penalty: 813.047363
	Iteration 42Q: 3 clusters Score -363257.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -363307.281250 Penalty: 813.047363
	Iteration 43Q: 3 clusters Score -363307.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -363370.843750 Penalty: 813.047363
	Iteration 44Q: 3 clusters Score -363370.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -363425.062500 Penalty: 813.047363
	Iteration 45Q: 3 clusters Score -363425.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -363498.375000 Penalty: 813.047363
	Iteration 46Q: 3 clusters Score -363498.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -363581.812500 Penalty: 813.047363
	Iteration 47Q: 3 clusters Score -363581.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -363655.375000 Penalty: 813.047363
	Iteration 48Q: 3 clusters Score -363655.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -363706.156250 Penalty: 813.047363
	Iteration 49Q: 3 clusters Score -363706.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -363746.031250 Penalty: 813.047363
	Iteration 50Q: 3 clusters Score -363746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -363776.750000 Penalty: 813.047363
	Iteration 51Q: 3 clusters Score -363776.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -363800.906250 Penalty: 813.047363
	Iteration 52Q: 3 clusters Score -363800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -363812.781250 Penalty: 813.047363
	Iteration 53Q: 3 clusters Score -363812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -363822.750000 Penalty: 813.047363
	Iteration 54Q: 3 clusters Score -363822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -363829.656250 Penalty: 813.047363
	Iteration 55Q: 3 clusters Score -363829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -363830.437500 Penalty: 813.047363
	Iteration 56Q: 3 clusters Score -363830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -363831.156250 Penalty: 813.047363
	Iteration 57Q: 3 clusters Score -363831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -363831.156250 Penalty: 813.047363
	Iteration 58F: 3 clusters Score -363831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -138045.968750 Penalty: 359.293152
	Iteration 0F: 2 clusters Score -138046 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 1371 members 
Entering Unmasked Estep 
Score: -136158.578125 Penalty: 718.586304
	Iteration 0F: 3 clusters Score -136158.6 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -136832.140625 Penalty: 718.586304
	Iteration 1F: 3 clusters Score -136832.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -136920.687500 Penalty: 718.586304
	Iteration 2F: 3 clusters Score -136920.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -137004.906250 Penalty: 718.586304
	Iteration 3Q: 3 clusters Score -137004.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -137090.796875 Penalty: 718.586304
	Iteration 4Q: 3 clusters Score -137090.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -137222.578125 Penalty: 718.586304
	Iteration 5Q: 3 clusters Score -137222.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -137343.656250 Penalty: 718.586304
	Iteration 6Q: 3 clusters Score -137343.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -137450.859375 Penalty: 718.586304
	Iteration 7Q: 3 clusters Score -137450.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -137513.812500 Penalty: 718.586304
	Iteration 8Q: 3 clusters Score -137513.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -137549.593750 Penalty: 718.586304
	Iteration 9Q: 3 clusters Score -137549.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -137575.812500 Penalty: 718.586304
	Iteration 10Q: 3 clusters Score -137575.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -137596.921875 Penalty: 718.586304
	Iteration 11Q: 3 clusters Score -137596.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -137606.921875 Penalty: 718.586304
	Iteration 12Q: 3 clusters Score -137606.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -137609.453125 Penalty: 718.586304
	Iteration 13Q: 3 clusters Score -137609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -137611.531250 Penalty: 718.586304
	Iteration 14Q: 3 clusters Score -137611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -137612.718750 Penalty: 718.586304
	Iteration 15Q: 3 clusters Score -137612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -137613.406250 Penalty: 718.586304
	Iteration 16Q: 3 clusters Score -137613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -137614.968750 Penalty: 718.586304
	Iteration 17Q: 3 clusters Score -137615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -137615.171875 Penalty: 718.586304
	Iteration 18Q: 3 clusters Score -137615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -137615.171875 Penalty: 718.586304
	Iteration 19F: 3 clusters Score -137615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -888148.125000 Penalty: 446.414948
	Iteration 0F: 2 clusters Score -888148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -876023.750000 Penalty: 892.829895
	Iteration 0F: 3 clusters Score -876023.8 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -881375.500000 Penalty: 892.829895
	Iteration 1F: 3 clusters Score -881375.5 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -882173.750000 Penalty: 892.829895
	Iteration 2F: 3 clusters Score -882173.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -883511.375000 Penalty: 892.829895
	Iteration 3F: 3 clusters Score -883511.4 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -885283.187500 Penalty: 892.829895
	Iteration 4F: 3 clusters Score -885283.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -886719.687500 Penalty: 892.829895
	Iteration 5F: 3 clusters Score -886719.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -887447.937500 Penalty: 892.829895
	Iteration 6Q: 3 clusters Score -887447.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -887653.687500 Penalty: 892.829895
	Iteration 7Q: 3 clusters Score -887653.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -887710.562500 Penalty: 892.829895
	Iteration 8Q: 3 clusters Score -887710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -887733.562500 Penalty: 892.829895
	Iteration 9Q: 3 clusters Score -887733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -887735.187500 Penalty: 892.829895
	Iteration 10Q: 3 clusters Score -887735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -887739.312500 Penalty: 892.829895
	Iteration 11Q: 3 clusters Score -887739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -887739.312500 Penalty: 892.829895
	Iteration 12F: 3 clusters Score -887739.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15888.892578 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15888.89 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16006.113281 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -16006.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16066.582031 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -16066.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16082.682617 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -16082.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16084.712891 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16084.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16088.137695 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16088.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16089.691406 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -16089.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16090.835938 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -16090.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16092.446289 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -16092.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16093.325195 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -16093.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16093.969727 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -16093.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16095.059570 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -16095.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16095.411133 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -16095.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16095.411133 Penalty: 533.071899
	Iteration 13F: 3 clusters Score -16095.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -217755.359375 Penalty: 384.522949
	Iteration 0F: 2 clusters Score -217755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -214611.625000 Penalty: 769.045898
	Iteration 0F: 3 clusters Score -214611.6 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -215732.828125 Penalty: 769.045898
	Iteration 1F: 3 clusters Score -215732.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -215884.312500 Penalty: 769.045898
	Iteration 2F: 3 clusters Score -215884.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -216100.156250 Penalty: 769.045898
	Iteration 3F: 3 clusters Score -216100.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -216389.171875 Penalty: 769.045898
	Iteration 4F: 3 clusters Score -216389.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -216664.296875 Penalty: 769.045898
	Iteration 5F: 3 clusters Score -216664.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -216930.828125 Penalty: 769.045898
	Iteration 6F: 3 clusters Score -216930.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -217110.796875 Penalty: 769.045898
	Iteration 7Q: 3 clusters Score -217110.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -217222.265625 Penalty: 769.045898
	Iteration 8Q: 3 clusters Score -217222.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -217326.562500 Penalty: 769.045898
	Iteration 9Q: 3 clusters Score -217326.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -217413.921875 Penalty: 769.045898
	Iteration 10Q: 3 clusters Score -217413.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -217473.593750 Penalty: 769.045898
	Iteration 11Q: 3 clusters Score -217473.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -217506.250000 Penalty: 769.045898
	Iteration 12Q: 3 clusters Score -217506.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -217529.828125 Penalty: 769.045898
	Iteration 13Q: 3 clusters Score -217529.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -217539.421875 Penalty: 769.045898
	Iteration 14Q: 3 clusters Score -217539.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -217547.296875 Penalty: 769.045898
	Iteration 15Q: 3 clusters Score -217547.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -217553.250000 Penalty: 769.045898
	Iteration 16Q: 3 clusters Score -217553.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -217558.203125 Penalty: 769.045898
	Iteration 17Q: 3 clusters Score -217558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -217560.578125 Penalty: 769.045898
	Iteration 18Q: 3 clusters Score -217560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -217563.031250 Penalty: 769.045898
	Iteration 19Q: 3 clusters Score -217563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -217565.359375 Penalty: 769.045898
	Iteration 20F: 3 clusters Score -217565.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -217566.468750 Penalty: 769.045898
	Iteration 21Q: 3 clusters Score -217566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -217567.750000 Penalty: 769.045898
	Iteration 22Q: 3 clusters Score -217567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -217568.562500 Penalty: 769.045898
	Iteration 23Q: 3 clusters Score -217568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -217568.937500 Penalty: 769.045898
	Iteration 24Q: 3 clusters Score -217568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -217569.156250 Penalty: 769.045898
	Iteration 25Q: 3 clusters Score -217569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -217569.437500 Penalty: 769.045898
	Iteration 26Q: 3 clusters Score -217569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -217569.437500 Penalty: 769.045898
	Iteration 27F: 3 clusters Score -217569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Entering Unmasked Estep 
Score: -3248782.500000 Penalty: 503.363983
	Iteration 0F: 2 clusters Score -3248782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3205892.500000 Penalty: 1006.727966
	Iteration 0F: 3 clusters Score -3205892 nChanged 30827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -3226182.000000 Penalty: 1006.727966
	Iteration 1F: 3 clusters Score -3226182 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -3228807.500000 Penalty: 1006.727966
	Iteration 2F: 3 clusters Score -3228808 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -3232625.250000 Penalty: 1006.727966
	Iteration 3F: 3 clusters Score -3232625 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -3236745.250000 Penalty: 1006.727966
	Iteration 4F: 3 clusters Score -3236745 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -3239775.000000 Penalty: 1006.727966
	Iteration 5F: 3 clusters Score -3239775 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -3241622.500000 Penalty: 1006.727966
	Iteration 6Q: 3 clusters Score -3241622 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -3242702.500000 Penalty: 1006.727966
	Iteration 7Q: 3 clusters Score -3242702 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -3243352.750000 Penalty: 1006.727966
	Iteration 8Q: 3 clusters Score -3243353 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -3243836.000000 Penalty: 1006.727966
	Iteration 9Q: 3 clusters Score -3243836 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -3244264.500000 Penalty: 1006.727966
	Iteration 10Q: 3 clusters Score -3244264 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -3244692.750000 Penalty: 1006.727966
	Iteration 11Q: 3 clusters Score -3244693 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -3245120.250000 Penalty: 1006.727966
	Iteration 12Q: 3 clusters Score -3245120 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -3245553.750000 Penalty: 1006.727966
	Iteration 13Q: 3 clusters Score -3245554 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -3245974.750000 Penalty: 1006.727966
	Iteration 14Q: 3 clusters Score -3245975 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -3246400.000000 Penalty: 1006.727966
	Iteration 15Q: 3 clusters Score -3246400 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -3246766.750000 Penalty: 1006.727966
	Iteration 16Q: 3 clusters Score -3246767 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -3247132.750000 Penalty: 1006.727966
	Iteration 17Q: 3 clusters Score -3247133 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -3247427.000000 Penalty: 1006.727966
	Iteration 18Q: 3 clusters Score -3247427 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -3247652.000000 Penalty: 1006.727966
	Iteration 19Q: 3 clusters Score -3247652 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -3247847.250000 Penalty: 1006.727966
	Iteration 20F: 3 clusters Score -3247847 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -3248004.500000 Penalty: 1006.727966
	Iteration 21Q: 3 clusters Score -3248004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -3248125.250000 Penalty: 1006.727966
	Iteration 22Q: 3 clusters Score -3248125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -3248200.500000 Penalty: 1006.727966
	Iteration 23Q: 3 clusters Score -3248200 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -3248263.500000 Penalty: 1006.727966
	Iteration 24Q: 3 clusters Score -3248264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -3248308.500000 Penalty: 1006.727966
	Iteration 25Q: 3 clusters Score -3248308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -3248329.750000 Penalty: 1006.727966
	Iteration 26Q: 3 clusters Score -3248330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -3248348.750000 Penalty: 1006.727966
	Iteration 27Q: 3 clusters Score -3248349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -3248364.750000 Penalty: 1006.727966
	Iteration 28Q: 3 clusters Score -3248365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -3248374.750000 Penalty: 1006.727966
	Iteration 29Q: 3 clusters Score -3248375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -3248376.250000 Penalty: 1006.727966
	Iteration 30Q: 3 clusters Score -3248376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -3248389.750000 Penalty: 1006.727966
	Iteration 31Q: 3 clusters Score -3248390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -3248390.750000 Penalty: 1006.727966
	Iteration 32Q: 3 clusters Score -3248391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -3248388.500000 Penalty: 1006.727966
	Iteration 33Q: 3 clusters Score -3248388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -3248394.250000 Penalty: 1006.727966
	Iteration 34Q: 3 clusters Score -3248394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -3248398.500000 Penalty: 1006.727966
	Iteration 35Q: 3 clusters Score -3248398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -3248398.750000 Penalty: 1006.727966
	Iteration 36Q: 3 clusters Score -3248399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -3248401.250000 Penalty: 1006.727966
	Iteration 37Q: 3 clusters Score -3248401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -3248403.000000 Penalty: 1006.727966
	Iteration 38Q: 3 clusters Score -3248403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -3248403.750000 Penalty: 1006.727966
	Iteration 39Q: 3 clusters Score -3248404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -3248405.250000 Penalty: 1006.727966
	Iteration 40F: 3 clusters Score -3248405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -3248408.500000 Penalty: 1006.727966
	Iteration 41Q: 3 clusters Score -3248408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -3248410.000000 Penalty: 1006.727966
	Iteration 42Q: 3 clusters Score -3248410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -3248408.000000 Penalty: 1006.727966
	Iteration 43Q: 3 clusters Score -3248408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -3248414.250000 Penalty: 1006.727966
	Iteration 44Q: 3 clusters Score -3248414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -3248413.750000 Penalty: 1006.727966
	Iteration 45Q: 3 clusters Score -3248414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -3248415.750000 Penalty: 1006.727966
	Iteration 46Q: 3 clusters Score -3248416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -3248418.500000 Penalty: 1006.727966
	Iteration 47Q: 3 clusters Score -3248418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -3248417.000000 Penalty: 1006.727966
	Iteration 48Q: 3 clusters Score -3248417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -3248415.250000 Penalty: 1006.727966
	Iteration 49Q: 3 clusters Score -3248415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -3248416.000000 Penalty: 1006.727966
	Iteration 50Q: 3 clusters Score -3248416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -3248416.500000 Penalty: 1006.727966
	Iteration 51Q: 3 clusters Score -3248416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -3248418.000000 Penalty: 1006.727966
	Iteration 52Q: 3 clusters Score -3248418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -3248418.000000 Penalty: 1006.727966
	Iteration 53Q: 3 clusters Score -3248418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -3248417.750000 Penalty: 1006.727966
	Iteration 54Q: 3 clusters Score -3248418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -3248421.500000 Penalty: 1006.727966
	Iteration 55Q: 3 clusters Score -3248422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -3248422.250000 Penalty: 1006.727966
	Iteration 56Q: 3 clusters Score -3248422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -3248424.500000 Penalty: 1006.727966
	Iteration 57Q: 3 clusters Score -3248424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -3248423.500000 Penalty: 1006.727966
	Iteration 58Q: 3 clusters Score -3248424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -3248425.750000 Penalty: 1006.727966
	Iteration 59Q: 3 clusters Score -3248426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -3248426.500000 Penalty: 1006.727966
	Iteration 60F: 3 clusters Score -3248426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -3248428.250000 Penalty: 1006.727966
	Iteration 61Q: 3 clusters Score -3248428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -3248431.750000 Penalty: 1006.727966
	Iteration 62Q: 3 clusters Score -3248432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -3248432.000000 Penalty: 1006.727966
	Iteration 63Q: 3 clusters Score -3248432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -3248437.000000 Penalty: 1006.727966
	Iteration 64Q: 3 clusters Score -3248437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -3248438.250000 Penalty: 1006.727966
	Iteration 65Q: 3 clusters Score -3248438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -3248442.000000 Penalty: 1006.727966
	Iteration 66Q: 3 clusters Score -3248442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -3248442.250000 Penalty: 1006.727966
	Iteration 67Q: 3 clusters Score -3248442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -3248440.750000 Penalty: 1006.727966
	Iteration 68Q: 3 clusters Score -3248441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -3248440.750000 Penalty: 1006.727966
	Iteration 69Q: 3 clusters Score -3248441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -3248443.750000 Penalty: 1006.727966
	Iteration 70Q: 3 clusters Score -3248444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -3248446.500000 Penalty: 1006.727966
	Iteration 71Q: 3 clusters Score -3248446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -3248446.500000 Penalty: 1006.727966
	Iteration 72F: 3 clusters Score -3248446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 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 189 members 
Entering Unmasked Estep 
Score: -17092.119141 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17092.12 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17208.728516 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17208.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17241.937500 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17241.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17255.369141 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -17255.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17268.033203 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17268.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17270.109375 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17270.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17270.521484 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17270.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17270.521484 Penalty: 540.315796
	Iteration 7F: 3 clusters Score -17270.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35318.218750 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35318.22 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35496.691406 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35496.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35533.570312 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35533.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35567.582031 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -35567.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35586.523438 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -35586.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35597.566406 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35597.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35604.140625 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35604.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35610.730469 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35610.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35615.636719 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35615.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35619.761719 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35619.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35623.792969 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35623.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35626.679688 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35626.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35629.218750 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35629.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35632.523438 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -35632.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35638.160156 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -35638.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35640.804688 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -35640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35642.082031 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -35642.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35643.226562 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -35643.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35643.910156 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -35643.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35645.488281 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -35645.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35648.062500 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -35648.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35648.484375 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -35648.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35649.414062 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -35649.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35650.164062 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -35650.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35650.539062 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -35650.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35650.898438 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -35650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35650.898438 Penalty: 604.347534
	Iteration 26F: 3 clusters Score -35650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10342.543945 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10342.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10414.493164 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10414.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10441.894531 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10441.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10454.701172 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10460.828125 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10460.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10468.458984 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -10468.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10471.113281 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -10471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10472.500977 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -10472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10472.500977 Penalty: 497.593475
	Iteration 8F: 3 clusters Score -10472.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -39410.417969 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -39410.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38799.269531 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -38799.27 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38928.738281 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -38928.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38966.023438 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -38966.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38993.207031 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -38993.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39010.472656 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -39010.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39027.417969 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -39027.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39040.039062 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -39040.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39051.835938 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -39051.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39063.113281 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -39063.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39065.742188 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -39065.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39068.632812 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -39068.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39071.488281 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -39071.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39074.531250 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -39074.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39076.269531 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -39076.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39081.250000 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -39081.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39084.222656 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -39084.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39084.414062 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -39084.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39084.414062 Penalty: 596.018188
	Iteration 17F: 3 clusters Score -39084.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Entering Unmasked Estep 
Score: -1256508.125000 Penalty: 459.561218
	Iteration 0F: 2 clusters Score -1256508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1240371.375000 Penalty: 919.122437
	Iteration 0F: 3 clusters Score -1240371 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1246913.750000 Penalty: 919.122437
	Iteration 1F: 3 clusters Score -1246914 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1247344.125000 Penalty: 919.122437
	Iteration 2Q: 3 clusters Score -1247344 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1248015.125000 Penalty: 919.122437
	Iteration 3F: 3 clusters Score -1248015 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1249129.250000 Penalty: 919.122437
	Iteration 4F: 3 clusters Score -1249129 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1250666.375000 Penalty: 919.122437
	Iteration 5F: 3 clusters Score -1250666 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1252249.250000 Penalty: 919.122437
	Iteration 6F: 3 clusters Score -1252249 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1253461.000000 Penalty: 919.122437
	Iteration 7F: 3 clusters Score -1253461 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1254223.250000 Penalty: 919.122437
	Iteration 8Q: 3 clusters Score -1254223 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1254721.875000 Penalty: 919.122437
	Iteration 9Q: 3 clusters Score -1254722 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1255068.500000 Penalty: 919.122437
	Iteration 10Q: 3 clusters Score -1255068 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1255328.125000 Penalty: 919.122437
	Iteration 11Q: 3 clusters Score -1255328 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1255529.500000 Penalty: 919.122437
	Iteration 12Q: 3 clusters Score -1255530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1255659.625000 Penalty: 919.122437
	Iteration 13Q: 3 clusters Score -1255660 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1255759.125000 Penalty: 919.122437
	Iteration 14Q: 3 clusters Score -1255759 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1255856.875000 Penalty: 919.122437
	Iteration 15Q: 3 clusters Score -1255857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1255940.500000 Penalty: 919.122437
	Iteration 16Q: 3 clusters Score -1255940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1255994.750000 Penalty: 919.122437
	Iteration 17Q: 3 clusters Score -1255995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1256028.375000 Penalty: 919.122437
	Iteration 18Q: 3 clusters Score -1256028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1256056.125000 Penalty: 919.122437
	Iteration 19Q: 3 clusters Score -1256056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1256070.125000 Penalty: 919.122437
	Iteration 20F: 3 clusters Score -1256070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1256077.750000 Penalty: 919.122437
	Iteration 21Q: 3 clusters Score -1256078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1256089.750000 Penalty: 919.122437
	Iteration 22Q: 3 clusters Score -1256090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1256099.500000 Penalty: 919.122437
	Iteration 23Q: 3 clusters Score -1256100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1256106.125000 Penalty: 919.122437
	Iteration 24Q: 3 clusters Score -1256106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1256113.375000 Penalty: 919.122437
	Iteration 25Q: 3 clusters Score -1256113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1256118.000000 Penalty: 919.122437
	Iteration 26Q: 3 clusters Score -1256118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1256117.375000 Penalty: 919.122437
	Iteration 27Q: 3 clusters Score -1256117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1256119.125000 Penalty: 919.122437
	Iteration 28Q: 3 clusters Score -1256119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1256119.125000 Penalty: 919.122437
	Iteration 29Q: 3 clusters Score -1256119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1256119.500000 Penalty: 919.122437
	Iteration 30Q: 3 clusters Score -1256120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1256120.875000 Penalty: 919.122437
	Iteration 31Q: 3 clusters Score -1256121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1256121.500000 Penalty: 919.122437
	Iteration 32Q: 3 clusters Score -1256122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1256121.375000 Penalty: 919.122437
	Iteration 33Q: 3 clusters Score -1256121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1256122.375000 Penalty: 919.122437
	Iteration 34Q: 3 clusters Score -1256122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1256122.375000 Penalty: 919.122437
	Iteration 35Q: 3 clusters Score -1256122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1256123.250000 Penalty: 919.122437
	Iteration 36Q: 3 clusters Score -1256123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1256123.125000 Penalty: 919.122437
	Iteration 37Q: 3 clusters Score -1256123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1256124.500000 Penalty: 919.122437
	Iteration 38Q: 3 clusters Score -1256124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1256124.500000 Penalty: 919.122437
	Iteration 39Q: 3 clusters Score -1256124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1256124.500000 Penalty: 919.122437
	Iteration 40F: 3 clusters Score -1256124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (344969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344969 members 
Entering Unmasked Estep 
Score: -16764027.000000 Penalty: 580.180054
	Iteration 0F: 2 clusters Score -1.676403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 172408 members 
Entering Unmasked Estep 
Score: -16558223.000000 Penalty: 1160.360107
	Iteration 0F: 3 clusters Score -1.655822e+07 nChanged 170221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -16661157.000000 Penalty: 1160.360107
	Iteration 1F: 3 clusters Score -1.666116e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 172070 members 
Entering Unmasked Estep 
Score: -16663138.000000 Penalty: 1160.360107
	Iteration 2Q: 3 clusters Score -1.666314e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172193 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -16665972.000000 Penalty: 1160.360107
	Iteration 3Q: 3 clusters Score -1.666597e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -16670042.000000 Penalty: 1160.360107
	Iteration 4Q: 3 clusters Score -1.667004e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 175904 members 
Entering Unmasked Estep 
Score: -16675574.000000 Penalty: 1160.360107
	Iteration 5Q: 3 clusters Score -1.667557e+07 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -16684210.000000 Penalty: 1160.360107
	Iteration 6Q: 3 clusters Score -1.668421e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -16696616.000000 Penalty: 1160.360107
	Iteration 7F: 3 clusters Score -1.669662e+07 nChanged 20695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 182167 members 
Entering Unmasked Estep 
Score: -16711936.000000 Penalty: 1160.360107
	Iteration 8F: 3 clusters Score -1.671194e+07 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 183426 members 
Entering Unmasked Estep 
Score: -16724885.000000 Penalty: 1160.360107
	Iteration 9F: 3 clusters Score -1.672488e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160578 members 
Mstep: Class 2 contains 184391 members 
Entering Unmasked Estep 
Score: -16730847.000000 Penalty: 1160.360107
	Iteration 10Q: 3 clusters Score -1.673085e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 185593 members 
Entering Unmasked Estep 
Score: -16732853.000000 Penalty: 1160.360107
	Iteration 11Q: 3 clusters Score -1.673285e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 186812 members 
Entering Unmasked Estep 
Score: -16733612.000000 Penalty: 1160.360107
	Iteration 12Q: 3 clusters Score -1.673361e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 188047 members 
Entering Unmasked Estep 
Score: -16734224.000000 Penalty: 1160.360107
	Iteration 13Q: 3 clusters Score -1.673422e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -16734487.000000 Penalty: 1160.360107
	Iteration 14Q: 3 clusters Score -1.673449e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154452 members 
Mstep: Class 2 contains 190517 members 
Entering Unmasked Estep 
Score: -16735003.000000 Penalty: 1160.360107
	Iteration 15Q: 3 clusters Score -1.6735e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 191684 members 
Entering Unmasked Estep 
Score: -16735401.000000 Penalty: 1160.360107
	Iteration 16Q: 3 clusters Score -1.67354e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152131 members 
Mstep: Class 2 contains 192838 members 
Entering Unmasked Estep 
Score: -16735879.000000 Penalty: 1160.360107
	Iteration 17Q: 3 clusters Score -1.673588e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 193977 members 
Entering Unmasked Estep 
Score: -16736125.000000 Penalty: 1160.360107
	Iteration 18Q: 3 clusters Score -1.673612e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 194989 members 
Entering Unmasked Estep 
Score: -16736291.000000 Penalty: 1160.360107
	Iteration 19Q: 3 clusters Score -1.673629e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 195929 members 
Entering Unmasked Estep 
Score: -16736381.000000 Penalty: 1160.360107
	Iteration 20F: 3 clusters Score -1.673638e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Mstep: Class 2 contains 196835 members 
Entering Unmasked Estep 
Score: -16736546.000000 Penalty: 1160.360107
	Iteration 21Q: 3 clusters Score -1.673655e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 197657 members 
Entering Unmasked Estep 
Score: -16736636.000000 Penalty: 1160.360107
	Iteration 22Q: 3 clusters Score -1.673664e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 198358 members 
Entering Unmasked Estep 
Score: -16736765.000000 Penalty: 1160.360107
	Iteration 23Q: 3 clusters Score -1.673676e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 198980 members 
Entering Unmasked Estep 
Score: -16736895.000000 Penalty: 1160.360107
	Iteration 24Q: 3 clusters Score -1.67369e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 199583 members 
Entering Unmasked Estep 
Score: -16736872.000000 Penalty: 1160.360107
	Iteration 25Q: 3 clusters Score -1.673687e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 200167 members 
Entering Unmasked Estep 
Score: -16736888.000000 Penalty: 1160.360107
	Iteration 26Q: 3 clusters Score -1.673689e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 200714 members 
Entering Unmasked Estep 
Score: -16736849.000000 Penalty: 1160.360107
	Iteration 27Q: 3 clusters Score -1.673685e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 201182 members 
Entering Unmasked Estep 
Score: -16736934.000000 Penalty: 1160.360107
	Iteration 28Q: 3 clusters Score -1.673693e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 201607 members 
Entering Unmasked Estep 
Score: -16736891.000000 Penalty: 1160.360107
	Iteration 29Q: 3 clusters Score -1.673689e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -16736846.000000 Penalty: 1160.360107
	Iteration 30Q: 3 clusters Score -1.673685e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 202407 members 
Entering Unmasked Estep 
Score: -16736759.000000 Penalty: 1160.360107
	Iteration 31Q: 3 clusters Score -1.673676e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142274 members 
Mstep: Class 2 contains 202695 members 
Entering Unmasked Estep 
Score: -16736698.000000 Penalty: 1160.360107
	Iteration 32Q: 3 clusters Score -1.67367e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142086 members 
Mstep: Class 2 contains 202883 members 
Entering Unmasked Estep 
Score: -16736665.000000 Penalty: 1160.360107
	Iteration 33Q: 3 clusters Score -1.673666e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141959 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -16736615.000000 Penalty: 1160.360107
	Iteration 34Q: 3 clusters Score -1.673662e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 203048 members 
Entering Unmasked Estep 
Score: -16736487.000000 Penalty: 1160.360107
	Iteration 35Q: 3 clusters Score -1.673649e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 203077 members 
Entering Unmasked Estep 
Score: -16736480.000000 Penalty: 1160.360107
	Iteration 36Q: 3 clusters Score -1.673648e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141920 members 
Mstep: Class 2 contains 203049 members 
Entering Unmasked Estep 
Score: -16736372.000000 Penalty: 1160.360107
	Iteration 37Q: 3 clusters Score -1.673637e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 202966 members 
Entering Unmasked Estep 
Score: -16736296.000000 Penalty: 1160.360107
	Iteration 38Q: 3 clusters Score -1.67363e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 202865 members 
Entering Unmasked Estep 
Score: -16736255.000000 Penalty: 1160.360107
	Iteration 39Q: 3 clusters Score -1.673626e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 202687 members 
Entering Unmasked Estep 
Score: -16736196.000000 Penalty: 1160.360107
	Iteration 40F: 3 clusters Score -1.67362e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142607 members 
Mstep: Class 2 contains 202362 members 
Entering Unmasked Estep 
Score: -16736152.000000 Penalty: 1160.360107
	Iteration 41Q: 3 clusters Score -1.673615e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 201976 members 
Entering Unmasked Estep 
Score: -16736077.000000 Penalty: 1160.360107
	Iteration 42Q: 3 clusters Score -1.673608e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 201528 members 
Entering Unmasked Estep 
Score: -16736105.000000 Penalty: 1160.360107
	Iteration 43Q: 3 clusters Score -1.67361e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 201069 members 
Entering Unmasked Estep 
Score: -16736091.000000 Penalty: 1160.360107
	Iteration 44Q: 3 clusters Score -1.673609e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 200608 members 
Entering Unmasked Estep 
Score: -16736033.000000 Penalty: 1160.360107
	Iteration 45Q: 3 clusters Score -1.673603e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144894 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -16735976.000000 Penalty: 1160.360107
	Iteration 46Q: 3 clusters Score -1.673598e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145488 members 
Mstep: Class 2 contains 199481 members 
Entering Unmasked Estep 
Score: -16735991.000000 Penalty: 1160.360107
	Iteration 47Q: 3 clusters Score -1.673599e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 198811 members 
Entering Unmasked Estep 
Score: -16735942.000000 Penalty: 1160.360107
	Iteration 48Q: 3 clusters Score -1.673594e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146833 members 
Mstep: Class 2 contains 198136 members 
Entering Unmasked Estep 
Score: -16735949.000000 Penalty: 1160.360107
	Iteration 49Q: 3 clusters Score -1.673595e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 197447 members 
Entering Unmasked Estep 
Score: -16735919.000000 Penalty: 1160.360107
	Iteration 50Q: 3 clusters Score -1.673592e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 196729 members 
Entering Unmasked Estep 
Score: -16735997.000000 Penalty: 1160.360107
	Iteration 51Q: 3 clusters Score -1.6736e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -16736091.000000 Penalty: 1160.360107
	Iteration 52Q: 3 clusters Score -1.673609e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149816 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -16736109.000000 Penalty: 1160.360107
	Iteration 53Q: 3 clusters Score -1.673611e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 194361 members 
Entering Unmasked Estep 
Score: -16736061.000000 Penalty: 1160.360107
	Iteration 54Q: 3 clusters Score -1.673606e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151465 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -16736125.000000 Penalty: 1160.360107
	Iteration 55Q: 3 clusters Score -1.673612e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 192651 members 
Entering Unmasked Estep 
Score: -16736096.000000 Penalty: 1160.360107
	Iteration 56Q: 3 clusters Score -1.67361e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153177 members 
Mstep: Class 2 contains 191792 members 
Entering Unmasked Estep 
Score: -16736146.000000 Penalty: 1160.360107
	Iteration 57Q: 3 clusters Score -1.673615e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153972 members 
Mstep: Class 2 contains 190997 members 
Entering Unmasked Estep 
Score: -16736211.000000 Penalty: 1160.360107
	Iteration 58Q: 3 clusters Score -1.673621e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -16736278.000000 Penalty: 1160.360107
	Iteration 59Q: 3 clusters Score -1.673628e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155660 members 
Mstep: Class 2 contains 189309 members 
Entering Unmasked Estep 
Score: -16736291.000000 Penalty: 1160.360107
	Iteration 60F: 3 clusters Score -1.673629e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -16736413.000000 Penalty: 1160.360107
	Iteration 61Q: 3 clusters Score -1.673641e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 187656 members 
Entering Unmasked Estep 
Score: -16736509.000000 Penalty: 1160.360107
	Iteration 62Q: 3 clusters Score -1.673651e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -16736574.000000 Penalty: 1160.360107
	Iteration 63Q: 3 clusters Score -1.673657e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -16736638.000000 Penalty: 1160.360107
	Iteration 64Q: 3 clusters Score -1.673664e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -16736728.000000 Penalty: 1160.360107
	Iteration 65Q: 3 clusters Score -1.673673e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 184356 members 
Entering Unmasked Estep 
Score: -16736815.000000 Penalty: 1160.360107
	Iteration 66Q: 3 clusters Score -1.673682e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161488 members 
Mstep: Class 2 contains 183481 members 
Entering Unmasked Estep 
Score: -16736862.000000 Penalty: 1160.360107
	Iteration 67Q: 3 clusters Score -1.673686e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 182651 members 
Entering Unmasked Estep 
Score: -16736899.000000 Penalty: 1160.360107
	Iteration 68Q: 3 clusters Score -1.67369e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 181807 members 
Entering Unmasked Estep 
Score: -16736996.000000 Penalty: 1160.360107
	Iteration 69Q: 3 clusters Score -1.6737e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -16737169.000000 Penalty: 1160.360107
	Iteration 70Q: 3 clusters Score -1.673717e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 180183 members 
Entering Unmasked Estep 
Score: -16737330.000000 Penalty: 1160.360107
	Iteration 71Q: 3 clusters Score -1.673733e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 179434 members 
Entering Unmasked Estep 
Score: -16737521.000000 Penalty: 1160.360107
	Iteration 72Q: 3 clusters Score -1.673752e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 178714 members 
Entering Unmasked Estep 
Score: -16737659.000000 Penalty: 1160.360107
	Iteration 73Q: 3 clusters Score -1.673766e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -16737716.000000 Penalty: 1160.360107
	Iteration 74Q: 3 clusters Score -1.673772e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -16737847.000000 Penalty: 1160.360107
	Iteration 75Q: 3 clusters Score -1.673785e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 176539 members 
Entering Unmasked Estep 
Score: -16737982.000000 Penalty: 1160.360107
	Iteration 76Q: 3 clusters Score -1.673798e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169175 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -16738071.000000 Penalty: 1160.360107
	Iteration 77Q: 3 clusters Score -1.673807e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169914 members 
Mstep: Class 2 contains 175055 members 
Entering Unmasked Estep 
Score: -16738293.000000 Penalty: 1160.360107
	Iteration 78Q: 3 clusters Score -1.673829e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 174277 members 
Entering Unmasked Estep 
Score: -16738469.000000 Penalty: 1160.360107
	Iteration 79Q: 3 clusters Score -1.673847e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 173467 members 
Entering Unmasked Estep 
Score: -16738549.000000 Penalty: 1160.360107
	Iteration 80F: 3 clusters Score -1.673855e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -16738829.000000 Penalty: 1160.360107
	Iteration 81Q: 3 clusters Score -1.673883e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -16738983.000000 Penalty: 1160.360107
	Iteration 82Q: 3 clusters Score -1.673898e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 171277 members 
Entering Unmasked Estep 
Score: -16739181.000000 Penalty: 1160.360107
	Iteration 83Q: 3 clusters Score -1.673918e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174378 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -16739337.000000 Penalty: 1160.360107
	Iteration 84Q: 3 clusters Score -1.673934e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -16739499.000000 Penalty: 1160.360107
	Iteration 85Q: 3 clusters Score -1.67395e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175830 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -16739669.000000 Penalty: 1160.360107
	Iteration 86Q: 3 clusters Score -1.673967e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176598 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -16739819.000000 Penalty: 1160.360107
	Iteration 87Q: 3 clusters Score -1.673982e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -16739989.000000 Penalty: 1160.360107
	Iteration 88Q: 3 clusters Score -1.673999e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -16740135.000000 Penalty: 1160.360107
	Iteration 89Q: 3 clusters Score -1.674014e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 165935 members 
Entering Unmasked Estep 
Score: -16740235.000000 Penalty: 1160.360107
	Iteration 90Q: 3 clusters Score -1.674024e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -16740298.000000 Penalty: 1160.360107
	Iteration 91Q: 3 clusters Score -1.67403e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -16740615.000000 Penalty: 1160.360107
	Iteration 92Q: 3 clusters Score -1.674062e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -16740879.000000 Penalty: 1160.360107
	Iteration 93Q: 3 clusters Score -1.674088e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182682 members 
Mstep: Class 2 contains 162287 members 
Entering Unmasked Estep 
Score: -16741074.000000 Penalty: 1160.360107
	Iteration 94Q: 3 clusters Score -1.674107e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -16741169.000000 Penalty: 1160.360107
	Iteration 95Q: 3 clusters Score -1.674117e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184712 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -16741170.000000 Penalty: 1160.360107
	Iteration 96Q: 3 clusters Score -1.674117e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -16741197.000000 Penalty: 1160.360107
	Iteration 97Q: 3 clusters Score -1.67412e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186954 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -16741260.000000 Penalty: 1160.360107
	Iteration 98Q: 3 clusters Score -1.674126e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -16741321.000000 Penalty: 1160.360107
	Iteration 99Q: 3 clusters Score -1.674132e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189382 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -16741389.000000 Penalty: 1160.360107
	Iteration 100F: 3 clusters Score -1.674139e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190680 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -16741395.000000 Penalty: 1160.360107
	Iteration 101Q: 3 clusters Score -1.67414e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192152 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -16741364.000000 Penalty: 1160.360107
	Iteration 102Q: 3 clusters Score -1.674136e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193790 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -16741346.000000 Penalty: 1160.360107
	Iteration 103Q: 3 clusters Score -1.674135e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195532 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -16741334.000000 Penalty: 1160.360107
	Iteration 104Q: 3 clusters Score -1.674133e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197439 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -16741317.000000 Penalty: 1160.360107
	Iteration 105Q: 3 clusters Score -1.674132e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199423 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -16741290.000000 Penalty: 1160.360107
	Iteration 106Q: 3 clusters Score -1.674129e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201532 members 
Mstep: Class 2 contains 143437 members 
Entering Unmasked Estep 
Score: -16741248.000000 Penalty: 1160.360107
	Iteration 107Q: 3 clusters Score -1.674125e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203751 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -16741258.000000 Penalty: 1160.360107
	Iteration 108Q: 3 clusters Score -1.674126e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206115 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -16741357.000000 Penalty: 1160.360107
	Iteration 109Q: 3 clusters Score -1.674136e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208660 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -16741349.000000 Penalty: 1160.360107
	Iteration 110Q: 3 clusters Score -1.674135e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211501 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -16741429.000000 Penalty: 1160.360107
	Iteration 111Q: 3 clusters Score -1.674143e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214552 members 
Mstep: Class 2 contains 130417 members 
Entering Unmasked Estep 
Score: -16741436.000000 Penalty: 1160.360107
	Iteration 112Q: 3 clusters Score -1.674144e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217874 members 
Mstep: Class 2 contains 127095 members 
Entering Unmasked Estep 
Score: -16741573.000000 Penalty: 1160.360107
	Iteration 113Q: 3 clusters Score -1.674157e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221438 members 
Mstep: Class 2 contains 123531 members 
Entering Unmasked Estep 
Score: -16741714.000000 Penalty: 1160.360107
	Iteration 114Q: 3 clusters Score -1.674171e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225222 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -16741937.000000 Penalty: 1160.360107
	Iteration 115Q: 3 clusters Score -1.674194e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229302 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -16742280.000000 Penalty: 1160.360107
	Iteration 116Q: 3 clusters Score -1.674228e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233739 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -16742751.000000 Penalty: 1160.360107
	Iteration 117Q: 3 clusters Score -1.674275e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238536 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -16743229.000000 Penalty: 1160.360107
	Iteration 118Q: 3 clusters Score -1.674323e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243687 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -16743922.000000 Penalty: 1160.360107
	Iteration 119Q: 3 clusters Score -1.674392e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249058 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -16744707.000000 Penalty: 1160.360107
	Iteration 120F: 3 clusters Score -1.674471e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254933 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -16745569.000000 Penalty: 1160.360107
	Iteration 121Q: 3 clusters Score -1.674557e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261156 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -16746278.000000 Penalty: 1160.360107
	Iteration 122Q: 3 clusters Score -1.674628e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267558 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -16747003.000000 Penalty: 1160.360107
	Iteration 123Q: 3 clusters Score -1.6747e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274276 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -16747892.000000 Penalty: 1160.360107
	Iteration 124Q: 3 clusters Score -1.674789e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281296 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -16749339.000000 Penalty: 1160.360107
	Iteration 125Q: 3 clusters Score -1.674934e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288315 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -16750696.000000 Penalty: 1160.360107
	Iteration 126Q: 3 clusters Score -1.67507e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295263 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -16752015.000000 Penalty: 1160.360107
	Iteration 127Q: 3 clusters Score -1.675202e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302307 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -16753439.000000 Penalty: 1160.360107
	Iteration 128Q: 3 clusters Score -1.675344e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309200 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -16754946.000000 Penalty: 1160.360107
	Iteration 129Q: 3 clusters Score -1.675495e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315730 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -16756432.000000 Penalty: 1160.360107
	Iteration 130Q: 3 clusters Score -1.675643e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321890 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -16758457.000000 Penalty: 1160.360107
	Iteration 131Q: 3 clusters Score -1.675846e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327497 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -16760696.000000 Penalty: 1160.360107
	Iteration 132Q: 3 clusters Score -1.67607e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332288 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -16762796.000000 Penalty: 1160.360107
	Iteration 133Q: 3 clusters Score -1.67628e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336211 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -16763491.000000 Penalty: 1160.360107
	Iteration 134Q: 3 clusters Score -1.676349e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339086 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -16763837.000000 Penalty: 1160.360107
	Iteration 135Q: 3 clusters Score -1.676384e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341072 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -16763878.000000 Penalty: 1160.360107
	Iteration 136Q: 3 clusters Score -1.676388e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342400 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -16763934.000000 Penalty: 1160.360107
	Iteration 137Q: 3 clusters Score -1.676393e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343188 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16763952.000000 Penalty: 1160.360107
	Iteration 138Q: 3 clusters Score -1.676395e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343683 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16763984.000000 Penalty: 1160.360107
	Iteration 139Q: 3 clusters Score -1.676398e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344008 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16763931.000000 Penalty: 1160.360107
	Iteration 140F: 3 clusters Score -1.676393e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344203 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16763894.000000 Penalty: 1160.360107
	Iteration 141Q: 3 clusters Score -1.676389e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344313 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16763890.000000 Penalty: 1160.360107
	Iteration 142Q: 3 clusters Score -1.676389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344386 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16763860.000000 Penalty: 1160.360107
	Iteration 143Q: 3 clusters Score -1.676386e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344452 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16763843.000000 Penalty: 1160.360107
	Iteration 144Q: 3 clusters Score -1.676384e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344507 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16763833.000000 Penalty: 1160.360107
	Iteration 145Q: 3 clusters Score -1.676383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344539 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16763838.000000 Penalty: 1160.360107
	Iteration 146Q: 3 clusters Score -1.676384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344556 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16763830.000000 Penalty: 1160.360107
	Iteration 147Q: 3 clusters Score -1.676383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344561 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -16763845.000000 Penalty: 1160.360107
	Iteration 148Q: 3 clusters Score -1.676384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344566 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -16763830.000000 Penalty: 1160.360107
	Iteration 149Q: 3 clusters Score -1.676383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344570 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16763826.000000 Penalty: 1160.360107
	Iteration 150Q: 3 clusters Score -1.676383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344579 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16763825.000000 Penalty: 1160.360107
	Iteration 151Q: 3 clusters Score -1.676382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344578 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16763821.000000 Penalty: 1160.360107
	Iteration 152Q: 3 clusters Score -1.676382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344577 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -16763814.000000 Penalty: 1160.360107
	Iteration 153Q: 3 clusters Score -1.676381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344575 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16763820.000000 Penalty: 1160.360107
	Iteration 154Q: 3 clusters Score -1.676382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344575 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -16763835.000000 Penalty: 1160.360107
	Iteration 155Q: 3 clusters Score -1.676384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344576 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -16763820.000000 Penalty: 1160.360107
	Iteration 156Q: 3 clusters Score -1.676382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344581 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16763821.000000 Penalty: 1160.360107
	Iteration 157Q: 3 clusters Score -1.676382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344588 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16763820.000000 Penalty: 1160.360107
	Iteration 158Q: 3 clusters Score -1.676382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344593 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16763808.000000 Penalty: 1160.360107
	Iteration 159Q: 3 clusters Score -1.676381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344596 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -16763802.000000 Penalty: 1160.360107
	Iteration 160F: 3 clusters Score -1.67638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344599 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16763808.000000 Penalty: 1160.360107
	Iteration 161Q: 3 clusters Score -1.676381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344603 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16763798.000000 Penalty: 1160.360107
	Iteration 162Q: 3 clusters Score -1.67638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344605 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16763800.000000 Penalty: 1160.360107
	Iteration 163Q: 3 clusters Score -1.67638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344607 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16763796.000000 Penalty: 1160.360107
	Iteration 164Q: 3 clusters Score -1.67638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344611 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16763780.000000 Penalty: 1160.360107
	Iteration 165Q: 3 clusters Score -1.676378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344613 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16763786.000000 Penalty: 1160.360107
	Iteration 166Q: 3 clusters Score -1.676379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344619 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16763784.000000 Penalty: 1160.360107
	Iteration 167Q: 3 clusters Score -1.676378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344621 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16763795.000000 Penalty: 1160.360107
	Iteration 168Q: 3 clusters Score -1.67638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344621 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16763783.000000 Penalty: 1160.360107
	Iteration 169Q: 3 clusters Score -1.676378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344621 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16763786.000000 Penalty: 1160.360107
	Iteration 170Q: 3 clusters Score -1.676379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344623 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16763790.000000 Penalty: 1160.360107
	Iteration 171Q: 3 clusters Score -1.676379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344623 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16763790.000000 Penalty: 1160.360107
	Iteration 172F: 3 clusters Score -1.676379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12979 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295978.000000 Penalty: 17393.423828
Iteration 279Q: 30 clusters Score -2.529598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12985 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295978.000000 Penalty: 17393.423828
Iteration 280F: 30 clusters Score -2.529598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295978.000000 Penalty: 17393.423828
Iteration 281Q: 30 clusters Score -2.529598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295984.000000 Penalty: 17393.423828
Iteration 282Q: 30 clusters Score -2.529598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7821 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295980.000000 Penalty: 17393.423828
Iteration 283Q: 30 clusters Score -2.529598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18239 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295990.000000 Penalty: 17393.423828
Iteration 284Q: 30 clusters Score -2.529599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 12999 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18238 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295990.000000 Penalty: 17393.423828
Iteration 285Q: 30 clusters Score -2.529599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13001 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18234 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295982.000000 Penalty: 17393.423828
Iteration 286Q: 30 clusters Score -2.529598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13004 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18230 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295976.000000 Penalty: 17393.423828
Iteration 287Q: 30 clusters Score -2.529598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13007 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18226 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295988.000000 Penalty: 17393.423828
Iteration 288Q: 30 clusters Score -2.529599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13011 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18220 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296008.000000 Penalty: 17393.423828
Iteration 289Q: 30 clusters Score -2.529601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12929 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18210 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295988.000000 Penalty: 17393.423828
Iteration 290Q: 30 clusters Score -2.529599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4656 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12931 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295974.000000 Penalty: 17393.423828
Iteration 291Q: 30 clusters Score -2.529597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12937 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295968.000000 Penalty: 17393.423828
Iteration 292Q: 30 clusters Score -2.529597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4654 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12941 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295992.000000 Penalty: 17393.423828
Iteration 293Q: 30 clusters Score -2.529599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18206 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295984.000000 Penalty: 17393.423828
Iteration 294Q: 30 clusters Score -2.529598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12952 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18205 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4679 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295970.000000 Penalty: 17393.423828
Iteration 295Q: 30 clusters Score -2.529597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12957 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18203 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295990.000000 Penalty: 17393.423828
Iteration 296Q: 30 clusters Score -2.529599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18201 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24349 members 
Mstep: Class 29 contains 344981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295998.000000 Penalty: 17393.423828
Iteration 297Q: 30 clusters Score -2.5296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18202 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24350 members 
Mstep: Class 29 contains 344982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296016.000000 Penalty: 17393.423828
Iteration 298Q: 30 clusters Score -2.529602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12959 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18203 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24351 members 
Mstep: Class 29 contains 344982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25295996.000000 Penalty: 17393.423828
Iteration 299Q: 30 clusters Score -2.5296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18204 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24352 members 
Mstep: Class 29 contains 344983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296010.000000 Penalty: 17393.423828
Iteration 300F: 30 clusters Score -2.529601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13013 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2341 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18205 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4684 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24353 members 
Mstep: Class 29 contains 344983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296018.000000 Penalty: 17393.423828
Iteration 301Q: 30 clusters Score -2.529602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13014 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24357 members 
Mstep: Class 29 contains 344978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296020.000000 Penalty: 17393.423828
Iteration 302Q: 30 clusters Score -2.529602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7818 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13017 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24359 members 
Mstep: Class 29 contains 344974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296026.000000 Penalty: 17393.423828
Iteration 303Q: 30 clusters Score -2.529603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13019 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24359 members 
Mstep: Class 29 contains 344972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296038.000000 Penalty: 17393.423828
Iteration 304Q: 30 clusters Score -2.529604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13022 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63761 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24360 members 
Mstep: Class 29 contains 344969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296026.000000 Penalty: 17393.423828
Iteration 305Q: 30 clusters Score -2.529603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13027 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24361 members 
Mstep: Class 29 contains 344962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296020.000000 Penalty: 17393.423828
Iteration 306Q: 30 clusters Score -2.529602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24362 members 
Mstep: Class 29 contains 344957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296038.000000 Penalty: 17393.423828
Iteration 307Q: 30 clusters Score -2.529604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13036 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63762 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24362 members 
Mstep: Class 29 contains 344952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296032.000000 Penalty: 17393.423828
Iteration 308Q: 30 clusters Score -2.529603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13038 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63763 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24361 members 
Mstep: Class 29 contains 344950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296030.000000 Penalty: 17393.423828
Iteration 309Q: 30 clusters Score -2.529603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13040 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24361 members 
Mstep: Class 29 contains 344947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296046.000000 Penalty: 17393.423828
Iteration 310Q: 30 clusters Score -2.529605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13042 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24361 members 
Mstep: Class 29 contains 344945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296046.000000 Penalty: 17393.423828
Iteration 311Q: 30 clusters Score -2.529605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 1181 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 13042 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 133 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 223 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 350 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 63764 members 
Mstep: Class 24 contains 379 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 24361 members 
Mstep: Class 29 contains 344945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -25296046.000000 Penalty: 17393.423828
Iteration 312F: 30 clusters Score -2.529605e+07 nChanged 0
Entering ConstructFrom: 
Score: -25296046.000000 Penalty: 17393.423828
Entering ConstructFrom: 
Trying to split cluster 1 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -62764.910156 Penalty: 324.854553
	Iteration 0F: 2 clusters Score -62764.91 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 640 members 
Entering Unmasked Estep 
Score: -61796.855469 Penalty: 649.709106
	Iteration 0F: 3 clusters Score -61796.86 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -62085.953125 Penalty: 649.709106
	Iteration 1F: 3 clusters Score -62085.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -62118.136719 Penalty: 649.709106
	Iteration 2F: 3 clusters Score -62118.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62141.792969 Penalty: 649.709106
	Iteration 3Q: 3 clusters Score -62141.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62155.421875 Penalty: 649.709106
	Iteration 4Q: 3 clusters Score -62155.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62165.984375 Penalty: 649.709106
	Iteration 5Q: 3 clusters Score -62165.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -62176.832031 Penalty: 649.709106
	Iteration 6Q: 3 clusters Score -62176.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -62192.644531 Penalty: 649.709106
	Iteration 7Q: 3 clusters Score -62192.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -62207.242188 Penalty: 649.709106
	Iteration 8Q: 3 clusters Score -62207.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -62220.273438 Penalty: 649.709106
	Iteration 9Q: 3 clusters Score -62220.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -62233.972656 Penalty: 649.709106
	Iteration 10Q: 3 clusters Score -62233.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -62250.093750 Penalty: 649.709106
	Iteration 11Q: 3 clusters Score -62250.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -62270.128906 Penalty: 649.709106
	Iteration 12Q: 3 clusters Score -62270.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -62296.421875 Penalty: 649.709106
	Iteration 13Q: 3 clusters Score -62296.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -62317.542969 Penalty: 649.709106
	Iteration 14Q: 3 clusters Score -62317.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -62339.867188 Penalty: 649.709106
	Iteration 15Q: 3 clusters Score -62339.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -62360.746094 Penalty: 649.709106
	Iteration 16Q: 3 clusters Score -62360.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -62373.179688 Penalty: 649.709106
	Iteration 17Q: 3 clusters Score -62373.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -62385.613281 Penalty: 649.709106
	Iteration 18Q: 3 clusters Score -62385.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -62398.148438 Penalty: 649.709106
	Iteration 19Q: 3 clusters Score -62398.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -62409.191406 Penalty: 649.709106
	Iteration 20F: 3 clusters Score -62409.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -62424.851562 Penalty: 649.709106
	Iteration 21Q: 3 clusters Score -62424.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -62442.277344 Penalty: 649.709106
	Iteration 22Q: 3 clusters Score -62442.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -62459.113281 Penalty: 649.709106
	Iteration 23Q: 3 clusters Score -62459.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -62470.070312 Penalty: 649.709106
	Iteration 24Q: 3 clusters Score -62470.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -62474.359375 Penalty: 649.709106
	Iteration 25Q: 3 clusters Score -62474.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -62478.449219 Penalty: 649.709106
	Iteration 26Q: 3 clusters Score -62478.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -62479.085938 Penalty: 649.709106
	Iteration 27Q: 3 clusters Score -62479.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -62479.085938 Penalty: 649.709106
	Iteration 28F: 3 clusters Score -62479.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27099.423828 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -27099.42 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 284 members 
Entering Unmasked Estep 
Score: -26540.550781 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -26540.55 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26667.722656 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -26667.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26696.757812 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -26696.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26716.998047 Penalty: 579.816711
	Iteration 3Q: 3 clusters Score -26717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26732.814453 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -26732.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26743.466797 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -26743.47 nChanged 17
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: -26753.343750 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -26753.34 nChanged 9
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: -26759.861328 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -26759.86 nChanged 7
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: -26763.398438 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -26763.4 nChanged 7
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: -26766.994141 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -26766.99 nChanged 7
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: -26771.990234 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -26771.99 nChanged 9
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: -26778.642578 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -26778.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26782.341797 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -26782.34 nChanged 7
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: -26787.099609 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -26787.1 nChanged 5
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: -26790.187500 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -26790.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26795.589844 Penalty: 579.816711
	Iteration 15Q: 3 clusters Score -26795.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -26800.880859 Penalty: 579.816711
	Iteration 16Q: 3 clusters Score -26800.88 nChanged 7
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: -26805.029297 Penalty: 579.816711
	Iteration 17Q: 3 clusters Score -26805.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26811.234375 Penalty: 579.816711
	Iteration 18Q: 3 clusters Score -26811.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26816.203125 Penalty: 579.816711
	Iteration 19Q: 3 clusters Score -26816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26818.822266 Penalty: 579.816711
	Iteration 20F: 3 clusters Score -26818.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26821.345703 Penalty: 579.816711
	Iteration 21Q: 3 clusters Score -26821.35 nChanged 4
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: -26825.039062 Penalty: 579.816711
	Iteration 22Q: 3 clusters Score -26825.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26826.574219 Penalty: 579.816711
	Iteration 23Q: 3 clusters Score -26826.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26826.804688 Penalty: 579.816711
	Iteration 24Q: 3 clusters Score -26826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26826.900391 Penalty: 579.816711
	Iteration 25Q: 3 clusters Score -26826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26826.900391 Penalty: 579.816711
	Iteration 26F: 3 clusters Score -26826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -108941.804688 Penalty: 351.220428
	Iteration 0F: 2 clusters Score -108941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -107343.796875 Penalty: 702.440857
	Iteration 0F: 3 clusters Score -107343.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -107938.468750 Penalty: 702.440857
	Iteration 1F: 3 clusters Score -107938.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -108059.546875 Penalty: 702.440857
	Iteration 2F: 3 clusters Score -108059.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -108191.101562 Penalty: 702.440857
	Iteration 3F: 3 clusters Score -108191.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -108307.609375 Penalty: 702.440857
	Iteration 4F: 3 clusters Score -108307.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -108424.570312 Penalty: 702.440857
	Iteration 5F: 3 clusters Score -108424.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -108512.390625 Penalty: 702.440857
	Iteration 6Q: 3 clusters Score -108512.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -108575.906250 Penalty: 702.440857
	Iteration 7Q: 3 clusters Score -108575.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -108611.625000 Penalty: 702.440857
	Iteration 8Q: 3 clusters Score -108611.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -108630.539062 Penalty: 702.440857
	Iteration 9Q: 3 clusters Score -108630.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -108641.593750 Penalty: 702.440857
	Iteration 10Q: 3 clusters Score -108641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -108646.015625 Penalty: 702.440857
	Iteration 11Q: 3 clusters Score -108646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -108653.023438 Penalty: 702.440857
	Iteration 12Q: 3 clusters Score -108653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -108661.734375 Penalty: 702.440857
	Iteration 13Q: 3 clusters Score -108661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -108667.359375 Penalty: 702.440857
	Iteration 14Q: 3 clusters Score -108667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -108668.945312 Penalty: 702.440857
	Iteration 15Q: 3 clusters Score -108668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -108671.000000 Penalty: 702.440857
	Iteration 16Q: 3 clusters Score -108671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -108675.968750 Penalty: 702.440857
	Iteration 17Q: 3 clusters Score -108676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -108683.617188 Penalty: 702.440857
	Iteration 18Q: 3 clusters Score -108683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -108687.703125 Penalty: 702.440857
	Iteration 19Q: 3 clusters Score -108687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -108689.320312 Penalty: 702.440857
	Iteration 20F: 3 clusters Score -108689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -108691.765625 Penalty: 702.440857
	Iteration 21Q: 3 clusters Score -108691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -108696.585938 Penalty: 702.440857
	Iteration 22Q: 3 clusters Score -108696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -108698.273438 Penalty: 702.440857
	Iteration 23Q: 3 clusters Score -108698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -108698.273438 Penalty: 702.440857
	Iteration 24F: 3 clusters Score -108698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -39620.230469 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -39620.23 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 434 members 
Entering Unmasked Estep 
Score: -38919.468750 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -38919.47 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39111.902344 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -39111.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -39246.367188 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -39246.37 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39368.074219 Penalty: 613.494751
	Iteration 3F: 3 clusters Score -39368.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -39453.699219 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -39453.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -39491.984375 Penalty: 613.494751
	Iteration 5Q: 3 clusters Score -39491.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -39520.750000 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -39520.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39545.007812 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -39545.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -39553.160156 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -39553.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -39564.535156 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -39564.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -39571.167969 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -39571.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39574.312500 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -39574.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -39578.324219 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -39578.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -39584.882812 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -39584.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -39586.921875 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -39586.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -39587.710938 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -39587.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -39588.578125 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -39588.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -39588.578125 Penalty: 613.494751
	Iteration 17F: 3 clusters Score -39588.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -10122.225586 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -10122.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9802.231445 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -9802.231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9887.752930 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -9887.753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9932.276367 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -9932.276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9971.971680 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -9971.972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9990.618164 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -9990.618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9999.879883 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -9999.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10006.330078 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -10006.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10010.252930 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -10010.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10010.252930 Penalty: 498.358154
	Iteration 8F: 3 clusters Score -10010.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -176873.546875 Penalty: 372.255524
	Iteration 0F: 2 clusters Score -176873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -174414.296875 Penalty: 744.511047
	Iteration 0F: 3 clusters Score -174414.3 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -175370.937500 Penalty: 744.511047
	Iteration 1F: 3 clusters Score -175370.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -175420.125000 Penalty: 744.511047
	Iteration 2Q: 3 clusters Score -175420.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -175468.593750 Penalty: 744.511047
	Iteration 3Q: 3 clusters Score -175468.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -175509.906250 Penalty: 744.511047
	Iteration 4Q: 3 clusters Score -175509.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -175554.625000 Penalty: 744.511047
	Iteration 5Q: 3 clusters Score -175554.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -175627.265625 Penalty: 744.511047
	Iteration 6Q: 3 clusters Score -175627.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -175720.781250 Penalty: 744.511047
	Iteration 7Q: 3 clusters Score -175720.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -175833.500000 Penalty: 744.511047
	Iteration 8Q: 3 clusters Score -175833.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -175985.140625 Penalty: 744.511047
	Iteration 9F: 3 clusters Score -175985.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -176143.796875 Penalty: 744.511047
	Iteration 10F: 3 clusters Score -176143.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -176297.890625 Penalty: 744.511047
	Iteration 11Q: 3 clusters Score -176297.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -176404.093750 Penalty: 744.511047
	Iteration 12Q: 3 clusters Score -176404.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -176472.781250 Penalty: 744.511047
	Iteration 13Q: 3 clusters Score -176472.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -176503.156250 Penalty: 744.511047
	Iteration 14Q: 3 clusters Score -176503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -176525.062500 Penalty: 744.511047
	Iteration 15Q: 3 clusters Score -176525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -176542.453125 Penalty: 744.511047
	Iteration 16Q: 3 clusters Score -176542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -176550.218750 Penalty: 744.511047
	Iteration 17Q: 3 clusters Score -176550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -176553.640625 Penalty: 744.511047
	Iteration 18Q: 3 clusters Score -176553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -176553.640625 Penalty: 744.511047
	Iteration 19F: 3 clusters Score -176553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -66514.554688 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -66514.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -65553.562500 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -65553.56 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -65807.148438 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -65807.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -65845.367188 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -65845.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65867.648438 Penalty: 643.744629
	Iteration 3Q: 3 clusters Score -65867.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65880.531250 Penalty: 643.744629
	Iteration 4Q: 3 clusters Score -65880.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65891.507812 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -65891.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65899.851562 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -65899.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -65909.882812 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -65909.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65915.914062 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -65915.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -65920.531250 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -65920.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65925.507812 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -65925.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -65929.617188 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -65929.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65933.304688 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -65933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -65935.484375 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -65935.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65937.640625 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -65937.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65939.859375 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -65939.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -65942.187500 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -65942.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65943.773438 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -65943.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -65945.039062 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -65945.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65945.773438 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -65945.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65946.367188 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -65946.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -65947.593750 Penalty: 643.744629
	Iteration 21Q: 3 clusters Score -65947.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -65949.414062 Penalty: 643.744629
	Iteration 22Q: 3 clusters Score -65949.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -65953.242188 Penalty: 643.744629
	Iteration 23Q: 3 clusters Score -65953.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65959.859375 Penalty: 643.744629
	Iteration 24Q: 3 clusters Score -65959.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65964.750000 Penalty: 643.744629
	Iteration 25Q: 3 clusters Score -65964.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -65969.289062 Penalty: 643.744629
	Iteration 26Q: 3 clusters Score -65969.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -65973.789062 Penalty: 643.744629
	Iteration 27Q: 3 clusters Score -65973.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -65982.312500 Penalty: 643.744629
	Iteration 28Q: 3 clusters Score -65982.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -65991.140625 Penalty: 643.744629
	Iteration 29Q: 3 clusters Score -65991.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -66005.515625 Penalty: 643.744629
	Iteration 30Q: 3 clusters Score -66005.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -66026.101562 Penalty: 643.744629
	Iteration 31Q: 3 clusters Score -66026.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -66042.507812 Penalty: 643.744629
	Iteration 32Q: 3 clusters Score -66042.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66064.398438 Penalty: 643.744629
	Iteration 33Q: 3 clusters Score -66064.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -66089.773438 Penalty: 643.744629
	Iteration 34Q: 3 clusters Score -66089.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -66112.500000 Penalty: 643.744629
	Iteration 35Q: 3 clusters Score -66112.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -66129.429688 Penalty: 643.744629
	Iteration 36Q: 3 clusters Score -66129.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -66135.546875 Penalty: 643.744629
	Iteration 37Q: 3 clusters Score -66135.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66139.570312 Penalty: 643.744629
	Iteration 38Q: 3 clusters Score -66139.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -66145.976562 Penalty: 643.744629
	Iteration 39Q: 3 clusters Score -66145.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -66150.171875 Penalty: 643.744629
	Iteration 40F: 3 clusters Score -66150.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -66154.398438 Penalty: 643.744629
	Iteration 41Q: 3 clusters Score -66154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66157.507812 Penalty: 643.744629
	Iteration 42Q: 3 clusters Score -66157.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -66159.195312 Penalty: 643.744629
	Iteration 43Q: 3 clusters Score -66159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -66159.562500 Penalty: 643.744629
	Iteration 44Q: 3 clusters Score -66159.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -66159.890625 Penalty: 643.744629
	Iteration 45Q: 3 clusters Score -66159.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -66160.187500 Penalty: 643.744629
	Iteration 46Q: 3 clusters Score -66160.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -66161.015625 Penalty: 643.744629
	Iteration 47Q: 3 clusters Score -66161.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -66161.375000 Penalty: 643.744629
	Iteration 48Q: 3 clusters Score -66161.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -66161.375000 Penalty: 643.744629
	Iteration 49F: 3 clusters Score -66161.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -403695.406250 Penalty: 407.876190
	Iteration 0F: 2 clusters Score -403695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -398517.062500 Penalty: 815.752380
	Iteration 0F: 3 clusters Score -398517.1 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -400478.343750 Penalty: 815.752380
	Iteration 1F: 3 clusters Score -400478.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -400640.468750 Penalty: 815.752380
	Iteration 2F: 3 clusters Score -400640.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -400825.687500 Penalty: 815.752380
	Iteration 3Q: 3 clusters Score -400825.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -401100.843750 Penalty: 815.752380
	Iteration 4F: 3 clusters Score -401100.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -401462.375000 Penalty: 815.752380
	Iteration 5F: 3 clusters Score -401462.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -401823.593750 Penalty: 815.752380
	Iteration 6F: 3 clusters Score -401823.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -402082.218750 Penalty: 815.752380
	Iteration 7F: 3 clusters Score -402082.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -402225.875000 Penalty: 815.752380
	Iteration 8Q: 3 clusters Score -402225.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -402316.531250 Penalty: 815.752380
	Iteration 9Q: 3 clusters Score -402316.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -402380.781250 Penalty: 815.752380
	Iteration 10Q: 3 clusters Score -402380.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -402430.250000 Penalty: 815.752380
	Iteration 11Q: 3 clusters Score -402430.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -402482.218750 Penalty: 815.752380
	Iteration 12Q: 3 clusters Score -402482.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -402539.375000 Penalty: 815.752380
	Iteration 13Q: 3 clusters Score -402539.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -402590.875000 Penalty: 815.752380
	Iteration 14Q: 3 clusters Score -402590.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -402645.687500 Penalty: 815.752380
	Iteration 15Q: 3 clusters Score -402645.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -402704.781250 Penalty: 815.752380
	Iteration 16Q: 3 clusters Score -402704.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -402760.125000 Penalty: 815.752380
	Iteration 17Q: 3 clusters Score -402760.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -402813.468750 Penalty: 815.752380
	Iteration 18Q: 3 clusters Score -402813.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -402866.625000 Penalty: 815.752380
	Iteration 19Q: 3 clusters Score -402866.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -402908.187500 Penalty: 815.752380
	Iteration 20F: 3 clusters Score -402908.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -402942.250000 Penalty: 815.752380
	Iteration 21Q: 3 clusters Score -402942.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -402974.531250 Penalty: 815.752380
	Iteration 22Q: 3 clusters Score -402974.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -403006.281250 Penalty: 815.752380
	Iteration 23Q: 3 clusters Score -403006.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -403038.968750 Penalty: 815.752380
	Iteration 24Q: 3 clusters Score -403039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -403061.218750 Penalty: 815.752380
	Iteration 25Q: 3 clusters Score -403061.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -403072.968750 Penalty: 815.752380
	Iteration 26Q: 3 clusters Score -403073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -403081.687500 Penalty: 815.752380
	Iteration 27Q: 3 clusters Score -403081.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -403088.156250 Penalty: 815.752380
	Iteration 28Q: 3 clusters Score -403088.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -403095.218750 Penalty: 815.752380
	Iteration 29Q: 3 clusters Score -403095.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -403102.468750 Penalty: 815.752380
	Iteration 30Q: 3 clusters Score -403102.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -403110.375000 Penalty: 815.752380
	Iteration 31Q: 3 clusters Score -403110.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -403117.656250 Penalty: 815.752380
	Iteration 32Q: 3 clusters Score -403117.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -403124.968750 Penalty: 815.752380
	Iteration 33Q: 3 clusters Score -403125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -403131.250000 Penalty: 815.752380
	Iteration 34Q: 3 clusters Score -403131.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -403137.718750 Penalty: 815.752380
	Iteration 35Q: 3 clusters Score -403137.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -403143.125000 Penalty: 815.752380
	Iteration 36Q: 3 clusters Score -403143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -403149.812500 Penalty: 815.752380
	Iteration 37Q: 3 clusters Score -403149.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -403158.718750 Penalty: 815.752380
	Iteration 38Q: 3 clusters Score -403158.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -403168.500000 Penalty: 815.752380
	Iteration 39Q: 3 clusters Score -403168.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -403178.906250 Penalty: 815.752380
	Iteration 40F: 3 clusters Score -403178.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -403189.781250 Penalty: 815.752380
	Iteration 41Q: 3 clusters Score -403189.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -403198.437500 Penalty: 815.752380
	Iteration 42Q: 3 clusters Score -403198.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -403206.656250 Penalty: 815.752380
	Iteration 43Q: 3 clusters Score -403206.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -403215.375000 Penalty: 815.752380
	Iteration 44Q: 3 clusters Score -403215.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -403225.750000 Penalty: 815.752380
	Iteration 45Q: 3 clusters Score -403225.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -403237.031250 Penalty: 815.752380
	Iteration 46Q: 3 clusters Score -403237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -403246.031250 Penalty: 815.752380
	Iteration 47Q: 3 clusters Score -403246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -403256.687500 Penalty: 815.752380
	Iteration 48Q: 3 clusters Score -403256.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -403264.687500 Penalty: 815.752380
	Iteration 49Q: 3 clusters Score -403264.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403272.312500 Penalty: 815.752380
	Iteration 50Q: 3 clusters Score -403272.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -403281.656250 Penalty: 815.752380
	Iteration 51Q: 3 clusters Score -403281.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403287.843750 Penalty: 815.752380
	Iteration 52Q: 3 clusters Score -403287.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -403294.718750 Penalty: 815.752380
	Iteration 53Q: 3 clusters Score -403294.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403301.125000 Penalty: 815.752380
	Iteration 54Q: 3 clusters Score -403301.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -403305.093750 Penalty: 815.752380
	Iteration 55Q: 3 clusters Score -403305.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -403309.718750 Penalty: 815.752380
	Iteration 56Q: 3 clusters Score -403309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -403314.562500 Penalty: 815.752380
	Iteration 57Q: 3 clusters Score -403314.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -403317.906250 Penalty: 815.752380
	Iteration 58Q: 3 clusters Score -403317.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -403322.406250 Penalty: 815.752380
	Iteration 59Q: 3 clusters Score -403322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -403324.718750 Penalty: 815.752380
	Iteration 60F: 3 clusters Score -403324.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -403326.937500 Penalty: 815.752380
	Iteration 61Q: 3 clusters Score -403326.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -403328.968750 Penalty: 815.752380
	Iteration 62Q: 3 clusters Score -403329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -403331.468750 Penalty: 815.752380
	Iteration 63Q: 3 clusters Score -403331.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -403333.125000 Penalty: 815.752380
	Iteration 64Q: 3 clusters Score -403333.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -403334.375000 Penalty: 815.752380
	Iteration 65Q: 3 clusters Score -403334.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -403336.062500 Penalty: 815.752380
	Iteration 66Q: 3 clusters Score -403336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -403335.625000 Penalty: 815.752380
	Iteration 67Q: 3 clusters Score -403335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -403337.093750 Penalty: 815.752380
	Iteration 68Q: 3 clusters Score -403337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -403338.500000 Penalty: 815.752380
	Iteration 69Q: 3 clusters Score -403338.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -403339.093750 Penalty: 815.752380
	Iteration 70Q: 3 clusters Score -403339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -403339.125000 Penalty: 815.752380
	Iteration 71Q: 3 clusters Score -403339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -403339.250000 Penalty: 815.752380
	Iteration 72Q: 3 clusters Score -403339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -403340.656250 Penalty: 815.752380
	Iteration 73Q: 3 clusters Score -403340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -403341.312500 Penalty: 815.752380
	Iteration 74Q: 3 clusters Score -403341.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -403342.218750 Penalty: 815.752380
	Iteration 75Q: 3 clusters Score -403342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -403344.562500 Penalty: 815.752380
	Iteration 76Q: 3 clusters Score -403344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -403347.781250 Penalty: 815.752380
	Iteration 77Q: 3 clusters Score -403347.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -403351.375000 Penalty: 815.752380
	Iteration 78Q: 3 clusters Score -403351.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -403354.906250 Penalty: 815.752380
	Iteration 79Q: 3 clusters Score -403354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403359.343750 Penalty: 815.752380
	Iteration 80F: 3 clusters Score -403359.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -403361.406250 Penalty: 815.752380
	Iteration 81Q: 3 clusters Score -403361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -403362.875000 Penalty: 815.752380
	Iteration 82Q: 3 clusters Score -403362.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -403364.031250 Penalty: 815.752380
	Iteration 83Q: 3 clusters Score -403364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -403364.156250 Penalty: 815.752380
	Iteration 84Q: 3 clusters Score -403364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -403365.406250 Penalty: 815.752380
	Iteration 85Q: 3 clusters Score -403365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -403365.937500 Penalty: 815.752380
	Iteration 86Q: 3 clusters Score -403365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -403365.781250 Penalty: 815.752380
	Iteration 87Q: 3 clusters Score -403365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -403366.562500 Penalty: 815.752380
	Iteration 88Q: 3 clusters Score -403366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -403366.156250 Penalty: 815.752380
	Iteration 89Q: 3 clusters Score -403366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -403366.250000 Penalty: 815.752380
	Iteration 90Q: 3 clusters Score -403366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -403366.312500 Penalty: 815.752380
	Iteration 91Q: 3 clusters Score -403366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -403366.562500 Penalty: 815.752380
	Iteration 92Q: 3 clusters Score -403366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -403366.437500 Penalty: 815.752380
	Iteration 93Q: 3 clusters Score -403366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -403366.437500 Penalty: 815.752380
	Iteration 94Q: 3 clusters Score -403366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -403367.625000 Penalty: 815.752380
	Iteration 95Q: 3 clusters Score -403367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -403367.343750 Penalty: 815.752380
	Iteration 96Q: 3 clusters Score -403367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -403367.437500 Penalty: 815.752380
	Iteration 97Q: 3 clusters Score -403367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403368.062500 Penalty: 815.752380
	Iteration 98Q: 3 clusters Score -403368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403368.062500 Penalty: 815.752380
	Iteration 99F: 3 clusters Score -403368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -315618.718750 Penalty: 394.348114
	Iteration 0F: 2 clusters Score -315618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -311718.281250 Penalty: 788.696228
	Iteration 0F: 3 clusters Score -311718.3 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -313221.031250 Penalty: 788.696228
	Iteration 1F: 3 clusters Score -313221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -313376.875000 Penalty: 788.696228
	Iteration 2F: 3 clusters Score -313376.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -313584.125000 Penalty: 788.696228
	Iteration 3F: 3 clusters Score -313584.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -313868.875000 Penalty: 788.696228
	Iteration 4F: 3 clusters Score -313868.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -314149.625000 Penalty: 788.696228
	Iteration 5F: 3 clusters Score -314149.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -314387.156250 Penalty: 788.696228
	Iteration 6Q: 3 clusters Score -314387.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -314596.000000 Penalty: 788.696228
	Iteration 7Q: 3 clusters Score -314596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -314729.281250 Penalty: 788.696228
	Iteration 8Q: 3 clusters Score -314729.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -314811.843750 Penalty: 788.696228
	Iteration 9Q: 3 clusters Score -314811.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -314900.843750 Penalty: 788.696228
	Iteration 10Q: 3 clusters Score -314900.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -314969.406250 Penalty: 788.696228
	Iteration 11Q: 3 clusters Score -314969.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -315023.906250 Penalty: 788.696228
	Iteration 12Q: 3 clusters Score -315023.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -315075.687500 Penalty: 788.696228
	Iteration 13Q: 3 clusters Score -315075.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -315115.906250 Penalty: 788.696228
	Iteration 14Q: 3 clusters Score -315115.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -315154.093750 Penalty: 788.696228
	Iteration 15Q: 3 clusters Score -315154.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -315187.250000 Penalty: 788.696228
	Iteration 16Q: 3 clusters Score -315187.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -315214.718750 Penalty: 788.696228
	Iteration 17Q: 3 clusters Score -315214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -315231.687500 Penalty: 788.696228
	Iteration 18Q: 3 clusters Score -315231.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -315244.937500 Penalty: 788.696228
	Iteration 19Q: 3 clusters Score -315244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -315256.906250 Penalty: 788.696228
	Iteration 20F: 3 clusters Score -315256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -315259.468750 Penalty: 788.696228
	Iteration 21Q: 3 clusters Score -315259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -315261.906250 Penalty: 788.696228
	Iteration 22Q: 3 clusters Score -315261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -315261.812500 Penalty: 788.696228
	Iteration 23Q: 3 clusters Score -315261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -315261.812500 Penalty: 788.696228
	Iteration 24F: 3 clusters Score -315261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Entering Unmasked Estep 
Score: -676279.812500 Penalty: 431.154816
	Iteration 0F: 2 clusters Score -676279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -667461.875000 Penalty: 862.309631
	Iteration 0F: 3 clusters Score -667461.9 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -671246.187500 Penalty: 862.309631
	Iteration 1F: 3 clusters Score -671246.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -672015.750000 Penalty: 862.309631
	Iteration 2F: 3 clusters Score -672015.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -673225.687500 Penalty: 862.309631
	Iteration 3F: 3 clusters Score -673225.7 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -674569.375000 Penalty: 862.309631
	Iteration 4F: 3 clusters Score -674569.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -675454.437500 Penalty: 862.309631
	Iteration 5F: 3 clusters Score -675454.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -675841.687500 Penalty: 862.309631
	Iteration 6Q: 3 clusters Score -675841.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -676038.687500 Penalty: 862.309631
	Iteration 7Q: 3 clusters Score -676038.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -676092.562500 Penalty: 862.309631
	Iteration 8Q: 3 clusters Score -676092.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -676107.937500 Penalty: 862.309631
	Iteration 9Q: 3 clusters Score -676107.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -676116.062500 Penalty: 862.309631
	Iteration 10Q: 3 clusters Score -676116.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -676122.687500 Penalty: 862.309631
	Iteration 11Q: 3 clusters Score -676122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -676123.125000 Penalty: 862.309631
	Iteration 12Q: 3 clusters Score -676123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -676124.500000 Penalty: 862.309631
	Iteration 13Q: 3 clusters Score -676124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -676127.437500 Penalty: 862.309631
	Iteration 14Q: 3 clusters Score -676127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -676128.187500 Penalty: 862.309631
	Iteration 15Q: 3 clusters Score -676128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -676131.000000 Penalty: 862.309631
	Iteration 16Q: 3 clusters Score -676131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -676130.125000 Penalty: 862.309631
	Iteration 17Q: 3 clusters Score -676130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -676130.312500 Penalty: 862.309631
	Iteration 18Q: 3 clusters Score -676130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -676129.312500 Penalty: 862.309631
	Iteration 19Q: 3 clusters Score -676129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -676129.375000 Penalty: 862.309631
	Iteration 20F: 3 clusters Score -676129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -676129.750000 Penalty: 862.309631
	Iteration 21Q: 3 clusters Score -676129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -676129.250000 Penalty: 862.309631
	Iteration 22Q: 3 clusters Score -676129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -676130.187500 Penalty: 862.309631
	Iteration 23Q: 3 clusters Score -676130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -676130.812500 Penalty: 862.309631
	Iteration 24Q: 3 clusters Score -676130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -676131.437500 Penalty: 862.309631
	Iteration 25Q: 3 clusters Score -676131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -676131.437500 Penalty: 862.309631
	Iteration 26Q: 3 clusters Score -676131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -676132.062500 Penalty: 862.309631
	Iteration 27Q: 3 clusters Score -676132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -676133.687500 Penalty: 862.309631
	Iteration 28Q: 3 clusters Score -676133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -676133.500000 Penalty: 862.309631
	Iteration 29Q: 3 clusters Score -676133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -676133.500000 Penalty: 862.309631
	Iteration 30F: 3 clusters Score -676133.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Entering Unmasked Estep 
Score: -217297.625000 Penalty: 384.112762
	Iteration 0F: 2 clusters Score -217297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -214129.546875 Penalty: 768.225525
	Iteration 0F: 3 clusters Score -214129.5 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -215336.421875 Penalty: 768.225525
	Iteration 1F: 3 clusters Score -215336.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -215477.140625 Penalty: 768.225525
	Iteration 2F: 3 clusters Score -215477.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -215638.187500 Penalty: 768.225525
	Iteration 3F: 3 clusters Score -215638.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -215845.921875 Penalty: 768.225525
	Iteration 4F: 3 clusters Score -215845.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -216118.812500 Penalty: 768.225525
	Iteration 5F: 3 clusters Score -216118.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -216506.609375 Penalty: 768.225525
	Iteration 6F: 3 clusters Score -216506.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -216892.750000 Penalty: 768.225525
	Iteration 7F: 3 clusters Score -216892.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -217040.921875 Penalty: 768.225525
	Iteration 8Q: 3 clusters Score -217040.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -217072.625000 Penalty: 768.225525
	Iteration 9Q: 3 clusters Score -217072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -217085.156250 Penalty: 768.225525
	Iteration 10Q: 3 clusters Score -217085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -217092.296875 Penalty: 768.225525
	Iteration 11Q: 3 clusters Score -217092.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -217094.937500 Penalty: 768.225525
	Iteration 12Q: 3 clusters Score -217094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -217095.453125 Penalty: 768.225525
	Iteration 13Q: 3 clusters Score -217095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -217095.937500 Penalty: 768.225525
	Iteration 14Q: 3 clusters Score -217095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -217095.828125 Penalty: 768.225525
	Iteration 15Q: 3 clusters Score -217095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -217095.828125 Penalty: 768.225525
	Iteration 16F: 3 clusters Score -217095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -120195.593750 Penalty: 360.660400
	Iteration 0F: 2 clusters Score -120195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -118232.187500 Penalty: 721.320801
	Iteration 0F: 3 clusters Score -118232.2 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -118918.890625 Penalty: 721.320801
	Iteration 1F: 3 clusters Score -118918.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -119032.226562 Penalty: 721.320801
	Iteration 2F: 3 clusters Score -119032.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -119124.742188 Penalty: 721.320801
	Iteration 3F: 3 clusters Score -119124.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -119197.226562 Penalty: 721.320801
	Iteration 4F: 3 clusters Score -119197.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -119274.304688 Penalty: 721.320801
	Iteration 5Q: 3 clusters Score -119274.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -119361.414062 Penalty: 721.320801
	Iteration 6F: 3 clusters Score -119361.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -119457.429688 Penalty: 721.320801
	Iteration 7F: 3 clusters Score -119457.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -119559.289062 Penalty: 721.320801
	Iteration 8Q: 3 clusters Score -119559.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -119649.632812 Penalty: 721.320801
	Iteration 9Q: 3 clusters Score -119649.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -119718.617188 Penalty: 721.320801
	Iteration 10Q: 3 clusters Score -119718.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -119795.687500 Penalty: 721.320801
	Iteration 11Q: 3 clusters Score -119795.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -119851.015625 Penalty: 721.320801
	Iteration 12Q: 3 clusters Score -119851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -119881.445312 Penalty: 721.320801
	Iteration 13Q: 3 clusters Score -119881.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -119898.593750 Penalty: 721.320801
	Iteration 14Q: 3 clusters Score -119898.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -119909.726562 Penalty: 721.320801
	Iteration 15Q: 3 clusters Score -119909.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -119917.406250 Penalty: 721.320801
	Iteration 16Q: 3 clusters Score -119917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -119922.546875 Penalty: 721.320801
	Iteration 17Q: 3 clusters Score -119922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -119924.328125 Penalty: 721.320801
	Iteration 18Q: 3 clusters Score -119924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -119925.679688 Penalty: 721.320801
	Iteration 19Q: 3 clusters Score -119925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -119926.843750 Penalty: 721.320801
	Iteration 20F: 3 clusters Score -119926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -119927.523438 Penalty: 721.320801
	Iteration 21Q: 3 clusters Score -119927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -119928.828125 Penalty: 721.320801
	Iteration 22Q: 3 clusters Score -119928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -119929.375000 Penalty: 721.320801
	Iteration 23Q: 3 clusters Score -119929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -119929.375000 Penalty: 721.320801
	Iteration 24F: 3 clusters Score -119929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -117070.125000 Penalty: 351.962219
	Iteration 0F: 2 clusters Score -117070.1 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 1085 members 
Entering Unmasked Estep 
Score: -115478.257812 Penalty: 703.924438
	Iteration 0F: 3 clusters Score -115478.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -115974.226562 Penalty: 703.924438
	Iteration 1F: 3 clusters Score -115974.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116050.812500 Penalty: 703.924438
	Iteration 2F: 3 clusters Score -116050.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116125.992188 Penalty: 703.924438
	Iteration 3F: 3 clusters Score -116126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -116217.273438 Penalty: 703.924438
	Iteration 4F: 3 clusters Score -116217.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116313.250000 Penalty: 703.924438
	Iteration 5F: 3 clusters Score -116313.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116417.171875 Penalty: 703.924438
	Iteration 6F: 3 clusters Score -116417.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -116530.335938 Penalty: 703.924438
	Iteration 7F: 3 clusters Score -116530.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -116637.531250 Penalty: 703.924438
	Iteration 8Q: 3 clusters Score -116637.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -116694.164062 Penalty: 703.924438
	Iteration 9Q: 3 clusters Score -116694.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -116729.281250 Penalty: 703.924438
	Iteration 10Q: 3 clusters Score -116729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -116745.078125 Penalty: 703.924438
	Iteration 11Q: 3 clusters Score -116745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -116750.375000 Penalty: 703.924438
	Iteration 12Q: 3 clusters Score -116750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -116756.125000 Penalty: 703.924438
	Iteration 13Q: 3 clusters Score -116756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -116757.695312 Penalty: 703.924438
	Iteration 14Q: 3 clusters Score -116757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -116759.359375 Penalty: 703.924438
	Iteration 15Q: 3 clusters Score -116759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -116759.531250 Penalty: 703.924438
	Iteration 16Q: 3 clusters Score -116759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -116759.531250 Penalty: 703.924438
	Iteration 17F: 3 clusters Score -116759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Entering Unmasked Estep 
Score: -622594.312500 Penalty: 430.871338
	Iteration 0F: 2 clusters Score -622594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -614013.000000 Penalty: 861.742676
	Iteration 0F: 3 clusters Score -614013 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -617603.062500 Penalty: 861.742676
	Iteration 1F: 3 clusters Score -617603.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -617951.062500 Penalty: 861.742676
	Iteration 2F: 3 clusters Score -617951.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -618389.500000 Penalty: 861.742676
	Iteration 3F: 3 clusters Score -618389.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -618997.937500 Penalty: 861.742676
	Iteration 4F: 3 clusters Score -618997.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -619921.500000 Penalty: 861.742676
	Iteration 5F: 3 clusters Score -619921.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -621151.000000 Penalty: 861.742676
	Iteration 6F: 3 clusters Score -621151 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -621829.125000 Penalty: 861.742676
	Iteration 7F: 3 clusters Score -621829.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -621987.250000 Penalty: 861.742676
	Iteration 8Q: 3 clusters Score -621987.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -622059.312500 Penalty: 861.742676
	Iteration 9Q: 3 clusters Score -622059.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -622094.625000 Penalty: 861.742676
	Iteration 10Q: 3 clusters Score -622094.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -622124.750000 Penalty: 861.742676
	Iteration 11Q: 3 clusters Score -622124.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -622142.312500 Penalty: 861.742676
	Iteration 12Q: 3 clusters Score -622142.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -622152.750000 Penalty: 861.742676
	Iteration 13Q: 3 clusters Score -622152.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -622153.875000 Penalty: 861.742676
	Iteration 14Q: 3 clusters Score -622153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -622155.375000 Penalty: 861.742676
	Iteration 15Q: 3 clusters Score -622155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -622157.312500 Penalty: 861.742676
	Iteration 16Q: 3 clusters Score -622157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -622158.000000 Penalty: 861.742676
	Iteration 17Q: 3 clusters Score -622158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -622158.687500 Penalty: 861.742676
	Iteration 18Q: 3 clusters Score -622158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -622159.062500 Penalty: 861.742676
	Iteration 19Q: 3 clusters Score -622159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -622158.812500 Penalty: 861.742676
	Iteration 20F: 3 clusters Score -622158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -622158.937500 Penalty: 861.742676
	Iteration 21Q: 3 clusters Score -622158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -622158.937500 Penalty: 861.742676
	Iteration 22F: 3 clusters Score -622158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -5923.815430 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -5923.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5676.647949 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -5676.648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5710.585938 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -5710.586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5716.413574 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -5716.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5718.645508 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -5718.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5722.716309 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -5722.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5729.861328 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -5729.861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5738.684570 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -5738.685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5746.435547 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -5746.436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5750.943848 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -5750.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5750.943848 Penalty: 445.021759
	Iteration 9F: 3 clusters Score -5750.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -110012.929688 Penalty: 352.984741
	Iteration 0F: 2 clusters Score -110012.9 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 1122 members 
Entering Unmasked Estep 
Score: -108365.625000 Penalty: 705.969482
	Iteration 0F: 3 clusters Score -108365.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -108931.296875 Penalty: 705.969482
	Iteration 1F: 3 clusters Score -108931.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109050.179688 Penalty: 705.969482
	Iteration 2F: 3 clusters Score -109050.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109131.609375 Penalty: 705.969482
	Iteration 3F: 3 clusters Score -109131.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109226.539062 Penalty: 705.969482
	Iteration 4F: 3 clusters Score -109226.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109356.320312 Penalty: 705.969482
	Iteration 5F: 3 clusters Score -109356.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -109476.789062 Penalty: 705.969482
	Iteration 6F: 3 clusters Score -109476.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109553.164062 Penalty: 705.969482
	Iteration 7Q: 3 clusters Score -109553.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -109607.289062 Penalty: 705.969482
	Iteration 8Q: 3 clusters Score -109607.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -109638.398438 Penalty: 705.969482
	Iteration 9Q: 3 clusters Score -109638.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -109658.953125 Penalty: 705.969482
	Iteration 10Q: 3 clusters Score -109659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -109682.289062 Penalty: 705.969482
	Iteration 11Q: 3 clusters Score -109682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -109689.781250 Penalty: 705.969482
	Iteration 12Q: 3 clusters Score -109689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -109694.539062 Penalty: 705.969482
	Iteration 13Q: 3 clusters Score -109694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -109702.812500 Penalty: 705.969482
	Iteration 14Q: 3 clusters Score -109702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -109706.773438 Penalty: 705.969482
	Iteration 15Q: 3 clusters Score -109706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -109708.406250 Penalty: 705.969482
	Iteration 16Q: 3 clusters Score -109708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -109711.625000 Penalty: 705.969482
	Iteration 17Q: 3 clusters Score -109711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -109713.390625 Penalty: 705.969482
	Iteration 18Q: 3 clusters Score -109713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -109713.390625 Penalty: 705.969482
	Iteration 19F: 3 clusters Score -109713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -8855.190430 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -8855.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8549.978516 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -8549.979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8661.813477 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -8661.813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8705.235352 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -8705.235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8732.096680 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -8732.097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8747.468750 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -8747.469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8760.024414 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -8760.024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8764.661133 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -8764.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8765.058594 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -8765.059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8765.058594 Penalty: 492.052612
	Iteration 8F: 3 clusters Score -8765.059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -364250.562500 Penalty: 406.529724
	Iteration 0F: 2 clusters Score -364250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -359196.312500 Penalty: 813.059448
	Iteration 0F: 3 clusters Score -359196.3 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -361007.093750 Penalty: 813.059448
	Iteration 1F: 3 clusters Score -361007.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -361137.750000 Penalty: 813.059448
	Iteration 2Q: 3 clusters Score -361137.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -361299.031250 Penalty: 813.059448
	Iteration 3Q: 3 clusters Score -361299 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -361507.187500 Penalty: 813.059448
	Iteration 4F: 3 clusters Score -361507.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -361780.437500 Penalty: 813.059448
	Iteration 5F: 3 clusters Score -361780.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -362161.281250 Penalty: 813.059448
	Iteration 6F: 3 clusters Score -362161.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -362587.968750 Penalty: 813.059448
	Iteration 7F: 3 clusters Score -362588 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -362996.125000 Penalty: 813.059448
	Iteration 8F: 3 clusters Score -362996.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -363332.281250 Penalty: 813.059448
	Iteration 9Q: 3 clusters Score -363332.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -363577.062500 Penalty: 813.059448
	Iteration 10Q: 3 clusters Score -363577.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -363719.593750 Penalty: 813.059448
	Iteration 11Q: 3 clusters Score -363719.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -363787.843750 Penalty: 813.059448
	Iteration 12Q: 3 clusters Score -363787.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -363833.000000 Penalty: 813.059448
	Iteration 13Q: 3 clusters Score -363833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -363857.687500 Penalty: 813.059448
	Iteration 14Q: 3 clusters Score -363857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -363872.937500 Penalty: 813.059448
	Iteration 15Q: 3 clusters Score -363872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -363883.187500 Penalty: 813.059448
	Iteration 16Q: 3 clusters Score -363883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -363888.031250 Penalty: 813.059448
	Iteration 17Q: 3 clusters Score -363888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -363894.500000 Penalty: 813.059448
	Iteration 18Q: 3 clusters Score -363894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -363898.781250 Penalty: 813.059448
	Iteration 19Q: 3 clusters Score -363898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -363900.812500 Penalty: 813.059448
	Iteration 20F: 3 clusters Score -363900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -363902.312500 Penalty: 813.059448
	Iteration 21Q: 3 clusters Score -363902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -363902.656250 Penalty: 813.059448
	Iteration 22Q: 3 clusters Score -363902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -363902.656250 Penalty: 813.059448
	Iteration 23F: 3 clusters Score -363902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -138045.968750 Penalty: 359.293152
	Iteration 0F: 2 clusters Score -138046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -136194.484375 Penalty: 718.586304
	Iteration 0F: 3 clusters Score -136194.5 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -136826.687500 Penalty: 718.586304
	Iteration 1F: 3 clusters Score -136826.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -136935.671875 Penalty: 718.586304
	Iteration 2F: 3 clusters Score -136935.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -137053.765625 Penalty: 718.586304
	Iteration 3F: 3 clusters Score -137053.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -137172.765625 Penalty: 718.586304
	Iteration 4F: 3 clusters Score -137172.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -137287.906250 Penalty: 718.586304
	Iteration 5F: 3 clusters Score -137287.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137413.218750 Penalty: 718.586304
	Iteration 6F: 3 clusters Score -137413.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137545.921875 Penalty: 718.586304
	Iteration 7F: 3 clusters Score -137545.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -137671.468750 Penalty: 718.586304
	Iteration 8Q: 3 clusters Score -137671.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137782.765625 Penalty: 718.586304
	Iteration 9Q: 3 clusters Score -137782.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137844.828125 Penalty: 718.586304
	Iteration 10Q: 3 clusters Score -137844.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137867.828125 Penalty: 718.586304
	Iteration 11Q: 3 clusters Score -137867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137878.796875 Penalty: 718.586304
	Iteration 12Q: 3 clusters Score -137878.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137885.390625 Penalty: 718.586304
	Iteration 13Q: 3 clusters Score -137885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137887.546875 Penalty: 718.586304
	Iteration 14Q: 3 clusters Score -137887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137889.312500 Penalty: 718.586304
	Iteration 15Q: 3 clusters Score -137889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137890.109375 Penalty: 718.586304
	Iteration 16Q: 3 clusters Score -137890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137890.812500 Penalty: 718.586304
	Iteration 17Q: 3 clusters Score -137890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137891.375000 Penalty: 718.586304
	Iteration 18Q: 3 clusters Score -137891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137891.593750 Penalty: 718.586304
	Iteration 19Q: 3 clusters Score -137891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137891.515625 Penalty: 718.586304
	Iteration 20F: 3 clusters Score -137891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137891.812500 Penalty: 718.586304
	Iteration 21Q: 3 clusters Score -137891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -137891.718750 Penalty: 718.586304
	Iteration 22Q: 3 clusters Score -137891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137892.218750 Penalty: 718.586304
	Iteration 23Q: 3 clusters Score -137892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137892.218750 Penalty: 718.586304
	Iteration 24F: 3 clusters Score -137892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Entering Unmasked Estep 
Score: -886618.875000 Penalty: 446.335052
	Iteration 0F: 2 clusters Score -886618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -874434.062500 Penalty: 892.670105
	Iteration 0F: 3 clusters Score -874434.1 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -879662.375000 Penalty: 892.670105
	Iteration 1F: 3 clusters Score -879662.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -879865.312500 Penalty: 892.670105
	Iteration 2Q: 3 clusters Score -879865.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -880063.062500 Penalty: 892.670105
	Iteration 3Q: 3 clusters Score -880063.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -880258.687500 Penalty: 892.670105
	Iteration 4Q: 3 clusters Score -880258.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -880437.437500 Penalty: 892.670105
	Iteration 5Q: 3 clusters Score -880437.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -880625.812500 Penalty: 892.670105
	Iteration 6Q: 3 clusters Score -880625.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -880879.437500 Penalty: 892.670105
	Iteration 7Q: 3 clusters Score -880879.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -881233.000000 Penalty: 892.670105
	Iteration 8Q: 3 clusters Score -881233 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -881715.375000 Penalty: 892.670105
	Iteration 9Q: 3 clusters Score -881715.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -882294.375000 Penalty: 892.670105
	Iteration 10F: 3 clusters Score -882294.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -882885.375000 Penalty: 892.670105
	Iteration 11F: 3 clusters Score -882885.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -883381.000000 Penalty: 892.670105
	Iteration 12Q: 3 clusters Score -883381 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -883773.875000 Penalty: 892.670105
	Iteration 13Q: 3 clusters Score -883773.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -884144.312500 Penalty: 892.670105
	Iteration 14Q: 3 clusters Score -884144.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -884462.437500 Penalty: 892.670105
	Iteration 15Q: 3 clusters Score -884462.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -884744.125000 Penalty: 892.670105
	Iteration 16Q: 3 clusters Score -884744.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -885017.437500 Penalty: 892.670105
	Iteration 17Q: 3 clusters Score -885017.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -885230.750000 Penalty: 892.670105
	Iteration 18Q: 3 clusters Score -885230.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -885418.937500 Penalty: 892.670105
	Iteration 19Q: 3 clusters Score -885418.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -885563.437500 Penalty: 892.670105
	Iteration 20F: 3 clusters Score -885563.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -885698.375000 Penalty: 892.670105
	Iteration 21Q: 3 clusters Score -885698.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -885813.750000 Penalty: 892.670105
	Iteration 22Q: 3 clusters Score -885813.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -885921.000000 Penalty: 892.670105
	Iteration 23Q: 3 clusters Score -885921 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -886027.562500 Penalty: 892.670105
	Iteration 24Q: 3 clusters Score -886027.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -886094.812500 Penalty: 892.670105
	Iteration 25Q: 3 clusters Score -886094.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -886131.312500 Penalty: 892.670105
	Iteration 26Q: 3 clusters Score -886131.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -886152.375000 Penalty: 892.670105
	Iteration 27Q: 3 clusters Score -886152.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -886165.625000 Penalty: 892.670105
	Iteration 28Q: 3 clusters Score -886165.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -886180.687500 Penalty: 892.670105
	Iteration 29Q: 3 clusters Score -886180.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -886200.625000 Penalty: 892.670105
	Iteration 30Q: 3 clusters Score -886200.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -886220.000000 Penalty: 892.670105
	Iteration 31Q: 3 clusters Score -886220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -886230.000000 Penalty: 892.670105
	Iteration 32Q: 3 clusters Score -886230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -886234.687500 Penalty: 892.670105
	Iteration 33Q: 3 clusters Score -886234.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -886242.875000 Penalty: 892.670105
	Iteration 34Q: 3 clusters Score -886242.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -886246.000000 Penalty: 892.670105
	Iteration 35Q: 3 clusters Score -886246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -886250.625000 Penalty: 892.670105
	Iteration 36Q: 3 clusters Score -886250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -886250.125000 Penalty: 892.670105
	Iteration 37Q: 3 clusters Score -886250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -886252.062500 Penalty: 892.670105
	Iteration 38Q: 3 clusters Score -886252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -886257.125000 Penalty: 892.670105
	Iteration 39Q: 3 clusters Score -886257.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -886260.250000 Penalty: 892.670105
	Iteration 40F: 3 clusters Score -886260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -886263.812500 Penalty: 892.670105
	Iteration 41Q: 3 clusters Score -886263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -886267.812500 Penalty: 892.670105
	Iteration 42Q: 3 clusters Score -886267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -886271.250000 Penalty: 892.670105
	Iteration 43Q: 3 clusters Score -886271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -886275.750000 Penalty: 892.670105
	Iteration 44Q: 3 clusters Score -886275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -886276.250000 Penalty: 892.670105
	Iteration 45Q: 3 clusters Score -886276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -886277.500000 Penalty: 892.670105
	Iteration 46Q: 3 clusters Score -886277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -886276.812500 Penalty: 892.670105
	Iteration 47Q: 3 clusters Score -886276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -886277.687500 Penalty: 892.670105
	Iteration 48Q: 3 clusters Score -886277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -886277.000000 Penalty: 892.670105
	Iteration 49Q: 3 clusters Score -886277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -886279.062500 Penalty: 892.670105
	Iteration 50Q: 3 clusters Score -886279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -886280.312500 Penalty: 892.670105
	Iteration 51Q: 3 clusters Score -886280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -886279.687500 Penalty: 892.670105
	Iteration 52Q: 3 clusters Score -886279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -886279.687500 Penalty: 892.670105
	Iteration 53F: 3 clusters Score -886279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -16291.371094 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -16291.37 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 164 members 
Entering Unmasked Estep 
Score: -15914.630859 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -15914.63 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16010.385742 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -16010.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16042.405273 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -16042.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16056.377930 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -16056.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16063.094727 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -16063.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16067.444336 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -16067.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16070.510742 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -16070.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16075.391602 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -16075.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16079.969727 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -16079.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16083.479492 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -16083.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16088.467773 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -16088.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16096.914062 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -16096.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16099.386719 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -16099.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16101.288086 Penalty: 533.071899
	Iteration 13Q: 3 clusters Score -16101.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16101.288086 Penalty: 533.071899
	Iteration 14F: 3 clusters Score -16101.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -218023.078125 Penalty: 384.581207
	Iteration 0F: 2 clusters Score -218023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -214855.093750 Penalty: 769.162415
	Iteration 0F: 3 clusters Score -214855.1 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -215944.515625 Penalty: 769.162415
	Iteration 1F: 3 clusters Score -215944.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -216047.453125 Penalty: 769.162415
	Iteration 2F: 3 clusters Score -216047.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -216188.843750 Penalty: 769.162415
	Iteration 3F: 3 clusters Score -216188.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -216361.203125 Penalty: 769.162415
	Iteration 4F: 3 clusters Score -216361.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -216590.640625 Penalty: 769.162415
	Iteration 5F: 3 clusters Score -216590.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -216908.484375 Penalty: 769.162415
	Iteration 6F: 3 clusters Score -216908.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -217271.406250 Penalty: 769.162415
	Iteration 7F: 3 clusters Score -217271.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -217504.640625 Penalty: 769.162415
	Iteration 8Q: 3 clusters Score -217504.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -217610.859375 Penalty: 769.162415
	Iteration 9Q: 3 clusters Score -217610.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -217660.250000 Penalty: 769.162415
	Iteration 10Q: 3 clusters Score -217660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -217682.656250 Penalty: 769.162415
	Iteration 11Q: 3 clusters Score -217682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -217698.046875 Penalty: 769.162415
	Iteration 12Q: 3 clusters Score -217698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -217700.062500 Penalty: 769.162415
	Iteration 13Q: 3 clusters Score -217700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -217702.875000 Penalty: 769.162415
	Iteration 14Q: 3 clusters Score -217702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -217702.875000 Penalty: 769.162415
	Iteration 15F: 3 clusters Score -217702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Entering Unmasked Estep 
Score: -3248779.250000 Penalty: 503.363983
	Iteration 0F: 2 clusters Score -3248779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -3205611.750000 Penalty: 1006.727966
	Iteration 0F: 3 clusters Score -3205612 nChanged 31012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -3225209.500000 Penalty: 1006.727966
	Iteration 1F: 3 clusters Score -3225210 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -3227724.250000 Penalty: 1006.727966
	Iteration 2F: 3 clusters Score -3227724 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -3231727.750000 Penalty: 1006.727966
	Iteration 3F: 3 clusters Score -3231728 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -3236776.500000 Penalty: 1006.727966
	Iteration 4F: 3 clusters Score -3236776 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -3241386.000000 Penalty: 1006.727966
	Iteration 5F: 3 clusters Score -3241386 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -3244257.500000 Penalty: 1006.727966
	Iteration 6Q: 3 clusters Score -3244258 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -3245919.750000 Penalty: 1006.727966
	Iteration 7Q: 3 clusters Score -3245920 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -3246849.250000 Penalty: 1006.727966
	Iteration 8Q: 3 clusters Score -3246849 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -3247327.500000 Penalty: 1006.727966
	Iteration 9Q: 3 clusters Score -3247328 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -3247620.000000 Penalty: 1006.727966
	Iteration 10Q: 3 clusters Score -3247620 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -3247816.500000 Penalty: 1006.727966
	Iteration 11Q: 3 clusters Score -3247816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -3247957.500000 Penalty: 1006.727966
	Iteration 12Q: 3 clusters Score -3247958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -3248063.250000 Penalty: 1006.727966
	Iteration 13Q: 3 clusters Score -3248063 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -3248167.750000 Penalty: 1006.727966
	Iteration 14Q: 3 clusters Score -3248168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -3248240.000000 Penalty: 1006.727966
	Iteration 15Q: 3 clusters Score -3248240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -3248296.750000 Penalty: 1006.727966
	Iteration 16Q: 3 clusters Score -3248297 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -3248327.250000 Penalty: 1006.727966
	Iteration 17Q: 3 clusters Score -3248327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -3248349.000000 Penalty: 1006.727966
	Iteration 18Q: 3 clusters Score -3248349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -3248360.750000 Penalty: 1006.727966
	Iteration 19Q: 3 clusters Score -3248361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -3248384.500000 Penalty: 1006.727966
	Iteration 20F: 3 clusters Score -3248384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -3248395.250000 Penalty: 1006.727966
	Iteration 21Q: 3 clusters Score -3248395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -3248413.000000 Penalty: 1006.727966
	Iteration 22Q: 3 clusters Score -3248413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -3248427.750000 Penalty: 1006.727966
	Iteration 23Q: 3 clusters Score -3248428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -3248424.500000 Penalty: 1006.727966
	Iteration 24Q: 3 clusters Score -3248424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -3248429.500000 Penalty: 1006.727966
	Iteration 25Q: 3 clusters Score -3248430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -3248433.000000 Penalty: 1006.727966
	Iteration 26Q: 3 clusters Score -3248433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -3248430.000000 Penalty: 1006.727966
	Iteration 27Q: 3 clusters Score -3248430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -3248432.250000 Penalty: 1006.727966
	Iteration 28Q: 3 clusters Score -3248432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -3248434.750000 Penalty: 1006.727966
	Iteration 29Q: 3 clusters Score -3248435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -3248430.750000 Penalty: 1006.727966
	Iteration 30Q: 3 clusters Score -3248431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -3248433.500000 Penalty: 1006.727966
	Iteration 31Q: 3 clusters Score -3248434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -3248431.250000 Penalty: 1006.727966
	Iteration 32Q: 3 clusters Score -3248431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -3248432.750000 Penalty: 1006.727966
	Iteration 33Q: 3 clusters Score -3248433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -3248435.000000 Penalty: 1006.727966
	Iteration 34Q: 3 clusters Score -3248435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -3248440.000000 Penalty: 1006.727966
	Iteration 35Q: 3 clusters Score -3248440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -3248442.750000 Penalty: 1006.727966
	Iteration 36Q: 3 clusters Score -3248443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -3248446.500000 Penalty: 1006.727966
	Iteration 37Q: 3 clusters Score -3248446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -3248450.500000 Penalty: 1006.727966
	Iteration 38Q: 3 clusters Score -3248450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -3248446.250000 Penalty: 1006.727966
	Iteration 39Q: 3 clusters Score -3248446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -3248449.250000 Penalty: 1006.727966
	Iteration 40F: 3 clusters Score -3248449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -3248454.250000 Penalty: 1006.727966
	Iteration 41Q: 3 clusters Score -3248454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -3248456.500000 Penalty: 1006.727966
	Iteration 42Q: 3 clusters Score -3248456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -3248456.250000 Penalty: 1006.727966
	Iteration 43Q: 3 clusters Score -3248456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -3248460.750000 Penalty: 1006.727966
	Iteration 44Q: 3 clusters Score -3248461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -3248466.000000 Penalty: 1006.727966
	Iteration 45Q: 3 clusters Score -3248466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -3248467.250000 Penalty: 1006.727966
	Iteration 46Q: 3 clusters Score -3248467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -3248467.000000 Penalty: 1006.727966
	Iteration 47Q: 3 clusters Score -3248467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -3248465.500000 Penalty: 1006.727966
	Iteration 48Q: 3 clusters Score -3248466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -3248463.750000 Penalty: 1006.727966
	Iteration 49Q: 3 clusters Score -3248464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -3248469.000000 Penalty: 1006.727966
	Iteration 50Q: 3 clusters Score -3248469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -3248471.500000 Penalty: 1006.727966
	Iteration 51Q: 3 clusters Score -3248472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -3248469.750000 Penalty: 1006.727966
	Iteration 52Q: 3 clusters Score -3248470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -3248468.750000 Penalty: 1006.727966
	Iteration 53Q: 3 clusters Score -3248469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -3248471.250000 Penalty: 1006.727966
	Iteration 54Q: 3 clusters Score -3248471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -3248472.500000 Penalty: 1006.727966
	Iteration 55Q: 3 clusters Score -3248472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -3248472.500000 Penalty: 1006.727966
	Iteration 56F: 3 clusters Score -3248472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -17492.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -17492.62 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 187 members 
Entering Unmasked Estep 
Score: -17081.212891 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -17081.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17185.056641 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -17185.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17207.257812 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -17207.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17223.806641 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -17223.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17239.373047 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -17239.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17242.441406 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -17242.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17244.703125 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -17244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17248.568359 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -17248.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17249.125000 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -17249.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17249.726562 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -17249.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17249.726562 Penalty: 540.315796
	Iteration 10F: 3 clusters Score -17249.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -35956.980469 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -35956.98 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 375 members 
Entering Unmasked Estep 
Score: -35285.035156 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -35285.04 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35507.882812 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -35507.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35559.800781 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -35559.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35588.742188 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -35588.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35600.121094 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -35600.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35612.664062 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -35612.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35628.507812 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -35628.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35644.769531 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -35644.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35655.644531 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -35655.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35663.078125 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -35663.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35669.562500 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -35669.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35676.144531 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -35676.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35684.933594 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -35684.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35689.078125 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -35689.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35691.625000 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -35691.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35693.539062 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -35693.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35695.914062 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -35695.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35698.843750 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -35698.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35701.039062 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -35701.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35702.675781 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -35702.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35705.289062 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -35705.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35707.863281 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -35707.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35709.765625 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -35709.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35714.250000 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -35714.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35718.765625 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -35718.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35729.460938 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -35729.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35742.992188 Penalty: 604.347534
	Iteration 26Q: 3 clusters Score -35742.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35750.078125 Penalty: 604.347534
	Iteration 27Q: 3 clusters Score -35750.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35754.414062 Penalty: 604.347534
	Iteration 28Q: 3 clusters Score -35754.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35759.503906 Penalty: 604.347534
	Iteration 29Q: 3 clusters Score -35759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35761.515625 Penalty: 604.347534
	Iteration 30Q: 3 clusters Score -35761.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35762.656250 Penalty: 604.347534
	Iteration 31Q: 3 clusters Score -35762.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35764.171875 Penalty: 604.347534
	Iteration 32Q: 3 clusters Score -35764.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35766.519531 Penalty: 604.347534
	Iteration 33Q: 3 clusters Score -35766.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35769.050781 Penalty: 604.347534
	Iteration 34Q: 3 clusters Score -35769.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35769.980469 Penalty: 604.347534
	Iteration 35Q: 3 clusters Score -35769.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35770.097656 Penalty: 604.347534
	Iteration 36Q: 3 clusters Score -35770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35770.097656 Penalty: 604.347534
	Iteration 37F: 3 clusters Score -35770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -10648.306641 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -10648.31 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 125 members 
Entering Unmasked Estep 
Score: -10332.491211 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -10332.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10407.192383 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -10407.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10423.056641 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -10423.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10430.430664 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -10430.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10431.933594 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -10431.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10431.933594 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -10431.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -39410.417969 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -39410.42 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 348 members 
Entering Unmasked Estep 
Score: -38797.996094 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -38798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38935.875000 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -38935.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38969.535156 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -38969.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38989.941406 Penalty: 596.018188
	Iteration 3Q: 3 clusters Score -38989.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39003.593750 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -39003.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39008.222656 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -39008.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -39012.316406 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -39012.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39018.300781 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -39018.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39023.117188 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -39023.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39025.992188 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -39025.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39027.171875 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -39027.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39028.183594 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -39028.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39028.871094 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -39028.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39029.238281 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -39029.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39029.425781 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -39029.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39029.589844 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -39029.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39029.589844 Penalty: 596.018188
	Iteration 16F: 3 clusters Score -39029.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Entering Unmasked Estep 
Score: -1257128.250000 Penalty: 459.583618
	Iteration 0F: 2 clusters Score -1257128 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 12166 members 
Entering Unmasked Estep 
Score: -1240723.250000 Penalty: 919.167236
	Iteration 0F: 3 clusters Score -1240723 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1247721.875000 Penalty: 919.167236
	Iteration 1F: 3 clusters Score -1247722 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1248321.750000 Penalty: 919.167236
	Iteration 2F: 3 clusters Score -1248322 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1249192.250000 Penalty: 919.167236
	Iteration 3F: 3 clusters Score -1249192 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1250368.750000 Penalty: 919.167236
	Iteration 4F: 3 clusters Score -1250369 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1251682.875000 Penalty: 919.167236
	Iteration 5F: 3 clusters Score -1251683 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1252524.500000 Penalty: 919.167236
	Iteration 6F: 3 clusters Score -1252524 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1252825.750000 Penalty: 919.167236
	Iteration 7Q: 3 clusters Score -1252826 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1252925.375000 Penalty: 919.167236
	Iteration 8Q: 3 clusters Score -1252925 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1252981.750000 Penalty: 919.167236
	Iteration 9Q: 3 clusters Score -1252982 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1253017.125000 Penalty: 919.167236
	Iteration 10Q: 3 clusters Score -1253017 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1253050.750000 Penalty: 919.167236
	Iteration 11Q: 3 clusters Score -1253051 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1253079.500000 Penalty: 919.167236
	Iteration 12Q: 3 clusters Score -1253080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1253103.875000 Penalty: 919.167236
	Iteration 13Q: 3 clusters Score -1253104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1253126.250000 Penalty: 919.167236
	Iteration 14Q: 3 clusters Score -1253126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1253151.750000 Penalty: 919.167236
	Iteration 15Q: 3 clusters Score -1253152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1253186.875000 Penalty: 919.167236
	Iteration 16Q: 3 clusters Score -1253187 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1253206.500000 Penalty: 919.167236
	Iteration 17Q: 3 clusters Score -1253206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1253239.375000 Penalty: 919.167236
	Iteration 18Q: 3 clusters Score -1253239 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1253259.125000 Penalty: 919.167236
	Iteration 19Q: 3 clusters Score -1253259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1253276.375000 Penalty: 919.167236
	Iteration 20F: 3 clusters Score -1253276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1253302.000000 Penalty: 919.167236
	Iteration 21Q: 3 clusters Score -1253302 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1253327.875000 Penalty: 919.167236
	Iteration 22Q: 3 clusters Score -1253328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1253351.250000 Penalty: 919.167236
	Iteration 23Q: 3 clusters Score -1253351 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1253381.000000 Penalty: 919.167236
	Iteration 24Q: 3 clusters Score -1253381 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1253404.125000 Penalty: 919.167236
	Iteration 25Q: 3 clusters Score -1253404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1253431.625000 Penalty: 919.167236
	Iteration 26Q: 3 clusters Score -1253432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1253447.125000 Penalty: 919.167236
	Iteration 27Q: 3 clusters Score -1253447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1253468.875000 Penalty: 919.167236
	Iteration 28Q: 3 clusters Score -1253469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1253483.500000 Penalty: 919.167236
	Iteration 29Q: 3 clusters Score -1253484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1253509.125000 Penalty: 919.167236
	Iteration 30Q: 3 clusters Score -1253509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1253519.375000 Penalty: 919.167236
	Iteration 31Q: 3 clusters Score -1253519 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1253539.875000 Penalty: 919.167236
	Iteration 32Q: 3 clusters Score -1253540 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1253559.750000 Penalty: 919.167236
	Iteration 33Q: 3 clusters Score -1253560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1253578.250000 Penalty: 919.167236
	Iteration 34Q: 3 clusters Score -1253578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1253597.625000 Penalty: 919.167236
	Iteration 35Q: 3 clusters Score -1253598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1253604.500000 Penalty: 919.167236
	Iteration 36Q: 3 clusters Score -1253604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1253615.125000 Penalty: 919.167236
	Iteration 37Q: 3 clusters Score -1253615 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1253631.625000 Penalty: 919.167236
	Iteration 38Q: 3 clusters Score -1253632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1253644.875000 Penalty: 919.167236
	Iteration 39Q: 3 clusters Score -1253645 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1253652.875000 Penalty: 919.167236
	Iteration 40F: 3 clusters Score -1253653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1253658.375000 Penalty: 919.167236
	Iteration 41Q: 3 clusters Score -1253658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1253663.625000 Penalty: 919.167236
	Iteration 42Q: 3 clusters Score -1253664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1253675.750000 Penalty: 919.167236
	Iteration 43Q: 3 clusters Score -1253676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1253685.000000 Penalty: 919.167236
	Iteration 44Q: 3 clusters Score -1253685 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1253685.125000 Penalty: 919.167236
	Iteration 45Q: 3 clusters Score -1253685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1253686.250000 Penalty: 919.167236
	Iteration 46Q: 3 clusters Score -1253686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1253690.750000 Penalty: 919.167236
	Iteration 47Q: 3 clusters Score -1253691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1253692.250000 Penalty: 919.167236
	Iteration 48Q: 3 clusters Score -1253692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1253701.125000 Penalty: 919.167236
	Iteration 49Q: 3 clusters Score -1253701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1253704.375000 Penalty: 919.167236
	Iteration 50Q: 3 clusters Score -1253704 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1253709.500000 Penalty: 919.167236
	Iteration 51Q: 3 clusters Score -1253710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1253722.125000 Penalty: 919.167236
	Iteration 52Q: 3 clusters Score -1253722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1253728.750000 Penalty: 919.167236
	Iteration 53Q: 3 clusters Score -1253729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1253742.250000 Penalty: 919.167236
	Iteration 54Q: 3 clusters Score -1253742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1253757.125000 Penalty: 919.167236
	Iteration 55Q: 3 clusters Score -1253757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1253771.375000 Penalty: 919.167236
	Iteration 56Q: 3 clusters Score -1253771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1253790.125000 Penalty: 919.167236
	Iteration 57Q: 3 clusters Score -1253790 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1253811.625000 Penalty: 919.167236
	Iteration 58Q: 3 clusters Score -1253812 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1253829.125000 Penalty: 919.167236
	Iteration 59Q: 3 clusters Score -1253829 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1253863.000000 Penalty: 919.167236
	Iteration 60F: 3 clusters Score -1253863 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1253903.875000 Penalty: 919.167236
	Iteration 61Q: 3 clusters Score -1253904 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1253944.000000 Penalty: 919.167236
	Iteration 62Q: 3 clusters Score -1253944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1254000.500000 Penalty: 919.167236
	Iteration 63Q: 3 clusters Score -1254000 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1254066.750000 Penalty: 919.167236
	Iteration 64Q: 3 clusters Score -1254067 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1254132.375000 Penalty: 919.167236
	Iteration 65Q: 3 clusters Score -1254132 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1254236.625000 Penalty: 919.167236
	Iteration 66Q: 3 clusters Score -1254237 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1254358.000000 Penalty: 919.167236
	Iteration 67Q: 3 clusters Score -1254358 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1254493.000000 Penalty: 919.167236
	Iteration 68Q: 3 clusters Score -1254493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1254630.375000 Penalty: 919.167236
	Iteration 69Q: 3 clusters Score -1254630 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1254815.500000 Penalty: 919.167236
	Iteration 70Q: 3 clusters Score -1254816 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1255027.250000 Penalty: 919.167236
	Iteration 71Q: 3 clusters Score -1255027 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1255238.000000 Penalty: 919.167236
	Iteration 72Q: 3 clusters Score -1255238 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1255416.750000 Penalty: 919.167236
	Iteration 73Q: 3 clusters Score -1255417 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1255582.750000 Penalty: 919.167236
	Iteration 74Q: 3 clusters Score -1255583 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1255721.375000 Penalty: 919.167236
	Iteration 75Q: 3 clusters Score -1255721 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1255871.625000 Penalty: 919.167236
	Iteration 76Q: 3 clusters Score -1255872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1256012.625000 Penalty: 919.167236
	Iteration 77Q: 3 clusters Score -1256013 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1256128.750000 Penalty: 919.167236
	Iteration 78Q: 3 clusters Score -1256129 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1256226.125000 Penalty: 919.167236
	Iteration 79Q: 3 clusters Score -1256226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1256313.375000 Penalty: 919.167236
	Iteration 80F: 3 clusters Score -1256313 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1256384.500000 Penalty: 919.167236
	Iteration 81Q: 3 clusters Score -1256384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1256434.125000 Penalty: 919.167236
	Iteration 82Q: 3 clusters Score -1256434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1256466.875000 Penalty: 919.167236
	Iteration 83Q: 3 clusters Score -1256467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1256492.375000 Penalty: 919.167236
	Iteration 84Q: 3 clusters Score -1256492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1256511.250000 Penalty: 919.167236
	Iteration 85Q: 3 clusters Score -1256511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1256527.750000 Penalty: 919.167236
	Iteration 86Q: 3 clusters Score -1256528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1256539.500000 Penalty: 919.167236
	Iteration 87Q: 3 clusters Score -1256540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1256552.125000 Penalty: 919.167236
	Iteration 88Q: 3 clusters Score -1256552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1256557.750000 Penalty: 919.167236
	Iteration 89Q: 3 clusters Score -1256558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1256565.500000 Penalty: 919.167236
	Iteration 90Q: 3 clusters Score -1256566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1256572.875000 Penalty: 919.167236
	Iteration 91Q: 3 clusters Score -1256573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1256584.000000 Penalty: 919.167236
	Iteration 92Q: 3 clusters Score -1256584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1256592.875000 Penalty: 919.167236
	Iteration 93Q: 3 clusters Score -1256593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1256597.875000 Penalty: 919.167236
	Iteration 94Q: 3 clusters Score -1256598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1256605.625000 Penalty: 919.167236
	Iteration 95Q: 3 clusters Score -1256606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1256611.500000 Penalty: 919.167236
	Iteration 96Q: 3 clusters Score -1256612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1256614.875000 Penalty: 919.167236
	Iteration 97Q: 3 clusters Score -1256615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1256620.500000 Penalty: 919.167236
	Iteration 98Q: 3 clusters Score -1256620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1256623.125000 Penalty: 919.167236
	Iteration 99Q: 3 clusters Score -1256623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1256627.625000 Penalty: 919.167236
	Iteration 100F: 3 clusters Score -1256628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1256631.125000 Penalty: 919.167236
	Iteration 101Q: 3 clusters Score -1256631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1256637.750000 Penalty: 919.167236
	Iteration 102Q: 3 clusters Score -1256638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1256640.375000 Penalty: 919.167236
	Iteration 103Q: 3 clusters Score -1256640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1256642.875000 Penalty: 919.167236
	Iteration 104Q: 3 clusters Score -1256643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1256648.125000 Penalty: 919.167236
	Iteration 105Q: 3 clusters Score -1256648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1256652.375000 Penalty: 919.167236
	Iteration 106Q: 3 clusters Score -1256652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1256657.250000 Penalty: 919.167236
	Iteration 107Q: 3 clusters Score -1256657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1256661.875000 Penalty: 919.167236
	Iteration 108Q: 3 clusters Score -1256662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1256665.750000 Penalty: 919.167236
	Iteration 109Q: 3 clusters Score -1256666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1256674.750000 Penalty: 919.167236
	Iteration 110Q: 3 clusters Score -1256675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1256680.875000 Penalty: 919.167236
	Iteration 111Q: 3 clusters Score -1256681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1256684.625000 Penalty: 919.167236
	Iteration 112Q: 3 clusters Score -1256685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1256684.125000 Penalty: 919.167236
	Iteration 113Q: 3 clusters Score -1256684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1256685.250000 Penalty: 919.167236
	Iteration 114Q: 3 clusters Score -1256685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1256685.500000 Penalty: 919.167236
	Iteration 115Q: 3 clusters Score -1256686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1256685.500000 Penalty: 919.167236
	Iteration 116Q: 3 clusters Score -1256686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1256685.625000 Penalty: 919.167236
	Iteration 117Q: 3 clusters Score -1256686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1256690.750000 Penalty: 919.167236
	Iteration 118Q: 3 clusters Score -1256691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1256693.875000 Penalty: 919.167236
	Iteration 119Q: 3 clusters Score -1256694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1256697.625000 Penalty: 919.167236
	Iteration 120F: 3 clusters Score -1256698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1256698.625000 Penalty: 919.167236
	Iteration 121Q: 3 clusters Score -1256699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1256698.000000 Penalty: 919.167236
	Iteration 122Q: 3 clusters Score -1256698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1256699.625000 Penalty: 919.167236
	Iteration 123Q: 3 clusters Score -1256700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1256699.750000 Penalty: 919.167236
	Iteration 124Q: 3 clusters Score -1256700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1256699.250000 Penalty: 919.167236
	Iteration 125Q: 3 clusters Score -1256699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1256700.250000 Penalty: 919.167236
	Iteration 126Q: 3 clusters Score -1256700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1256698.875000 Penalty: 919.167236
	Iteration 127Q: 3 clusters Score -1256699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1256699.625000 Penalty: 919.167236
	Iteration 128Q: 3 clusters Score -1256700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1256699.125000 Penalty: 919.167236
	Iteration 129Q: 3 clusters Score -1256699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1256700.500000 Penalty: 919.167236
	Iteration 130Q: 3 clusters Score -1256700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1256700.500000 Penalty: 919.167236
	Iteration 131Q: 3 clusters Score -1256700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1256702.000000 Penalty: 919.167236
	Iteration 132Q: 3 clusters Score -1256702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1256700.875000 Penalty: 919.167236
	Iteration 133Q: 3 clusters Score -1256701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1256701.125000 Penalty: 919.167236
	Iteration 134Q: 3 clusters Score -1256701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1256700.875000 Penalty: 919.167236
	Iteration 135Q: 3 clusters Score -1256701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1256700.875000 Penalty: 919.167236
	Iteration 136F: 3 clusters Score -1256701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (344945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344945 members 
Entering Unmasked Estep 
Score: -16762704.000000 Penalty: 580.176880
	Iteration 0F: 2 clusters Score -1.67627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172754 members 
Mstep: Class 2 contains 172191 members 
Entering Unmasked Estep 
Score: -16556766.000000 Penalty: 1160.353760
	Iteration 0F: 3 clusters Score -1.655677e+07 nChanged 170320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179928 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -16663324.000000 Penalty: 1160.353760
	Iteration 1F: 3 clusters Score -1.666332e+07 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181626 members 
Mstep: Class 2 contains 163319 members 
Entering Unmasked Estep 
Score: -16667847.000000 Penalty: 1160.353760
	Iteration 2Q: 3 clusters Score -1.666785e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184033 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -16673921.000000 Penalty: 1160.353760
	Iteration 3Q: 3 clusters Score -1.667392e+07 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187471 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -16683378.000000 Penalty: 1160.353760
	Iteration 4F: 3 clusters Score -1.668338e+07 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191372 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -16697594.000000 Penalty: 1160.353760
	Iteration 5F: 3 clusters Score -1.669759e+07 nChanged 22096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194120 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -16713627.000000 Penalty: 1160.353760
	Iteration 6F: 3 clusters Score -1.671363e+07 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194609 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -16725253.000000 Penalty: 1160.353760
	Iteration 7F: 3 clusters Score -1.672525e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193521 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -16729550.000000 Penalty: 1160.353760
	Iteration 8Q: 3 clusters Score -1.672955e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191888 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -16730624.000000 Penalty: 1160.353760
	Iteration 9Q: 3 clusters Score -1.673062e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190121 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -16731185.000000 Penalty: 1160.353760
	Iteration 10Q: 3 clusters Score -1.673118e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -16731477.000000 Penalty: 1160.353760
	Iteration 11Q: 3 clusters Score -1.673148e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186406 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -16732032.000000 Penalty: 1160.353760
	Iteration 12Q: 3 clusters Score -1.673203e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184451 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -16732532.000000 Penalty: 1160.353760
	Iteration 13Q: 3 clusters Score -1.673253e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182412 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -16733045.000000 Penalty: 1160.353760
	Iteration 14Q: 3 clusters Score -1.673304e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 164621 members 
Entering Unmasked Estep 
Score: -16733771.000000 Penalty: 1160.353760
	Iteration 15Q: 3 clusters Score -1.673377e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 166669 members 
Entering Unmasked Estep 
Score: -16734567.000000 Penalty: 1160.353760
	Iteration 16Q: 3 clusters Score -1.673457e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176234 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -16735421.000000 Penalty: 1160.353760
	Iteration 17Q: 3 clusters Score -1.673542e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -16736159.000000 Penalty: 1160.353760
	Iteration 18Q: 3 clusters Score -1.673616e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 172588 members 
Entering Unmasked Estep 
Score: -16736881.000000 Penalty: 1160.353760
	Iteration 19Q: 3 clusters Score -1.673688e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -16737773.000000 Penalty: 1160.353760
	Iteration 20F: 3 clusters Score -1.673777e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -16738583.000000 Penalty: 1160.353760
	Iteration 21Q: 3 clusters Score -1.673858e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167314 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -16739149.000000 Penalty: 1160.353760
	Iteration 22Q: 3 clusters Score -1.673915e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 179045 members 
Entering Unmasked Estep 
Score: -16739544.000000 Penalty: 1160.353760
	Iteration 23Q: 3 clusters Score -1.673954e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -16739991.000000 Penalty: 1160.353760
	Iteration 24Q: 3 clusters Score -1.673999e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -16740361.000000 Penalty: 1160.353760
	Iteration 25Q: 3 clusters Score -1.674036e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -16740673.000000 Penalty: 1160.353760
	Iteration 26Q: 3 clusters Score -1.674067e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 183539 members 
Entering Unmasked Estep 
Score: -16741065.000000 Penalty: 1160.353760
	Iteration 27Q: 3 clusters Score -1.674106e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 184521 members 
Entering Unmasked Estep 
Score: -16741334.000000 Penalty: 1160.353760
	Iteration 28Q: 3 clusters Score -1.674133e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -16741467.000000 Penalty: 1160.353760
	Iteration 29Q: 3 clusters Score -1.674147e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 186278 members 
Entering Unmasked Estep 
Score: -16741558.000000 Penalty: 1160.353760
	Iteration 30Q: 3 clusters Score -1.674156e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157905 members 
Mstep: Class 2 contains 187040 members 
Entering Unmasked Estep 
Score: -16741682.000000 Penalty: 1160.353760
	Iteration 31Q: 3 clusters Score -1.674168e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157171 members 
Mstep: Class 2 contains 187774 members 
Entering Unmasked Estep 
Score: -16741820.000000 Penalty: 1160.353760
	Iteration 32Q: 3 clusters Score -1.674182e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -16741849.000000 Penalty: 1160.353760
	Iteration 33Q: 3 clusters Score -1.674185e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 189369 members 
Entering Unmasked Estep 
Score: -16741839.000000 Penalty: 1160.353760
	Iteration 34Q: 3 clusters Score -1.674184e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 190172 members 
Entering Unmasked Estep 
Score: -16741900.000000 Penalty: 1160.353760
	Iteration 35Q: 3 clusters Score -1.67419e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153886 members 
Mstep: Class 2 contains 191059 members 
Entering Unmasked Estep 
Score: -16741934.000000 Penalty: 1160.353760
	Iteration 36Q: 3 clusters Score -1.674193e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153047 members 
Mstep: Class 2 contains 191898 members 
Entering Unmasked Estep 
Score: -16741970.000000 Penalty: 1160.353760
	Iteration 37Q: 3 clusters Score -1.674197e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 192714 members 
Entering Unmasked Estep 
Score: -16741946.000000 Penalty: 1160.353760
	Iteration 38Q: 3 clusters Score -1.674195e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 193592 members 
Entering Unmasked Estep 
Score: -16741932.000000 Penalty: 1160.353760
	Iteration 39Q: 3 clusters Score -1.674193e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 194444 members 
Entering Unmasked Estep 
Score: -16741933.000000 Penalty: 1160.353760
	Iteration 40F: 3 clusters Score -1.674193e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 195308 members 
Entering Unmasked Estep 
Score: -16741851.000000 Penalty: 1160.353760
	Iteration 41Q: 3 clusters Score -1.674185e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 196218 members 
Entering Unmasked Estep 
Score: -16741847.000000 Penalty: 1160.353760
	Iteration 42Q: 3 clusters Score -1.674185e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147761 members 
Mstep: Class 2 contains 197184 members 
Entering Unmasked Estep 
Score: -16741745.000000 Penalty: 1160.353760
	Iteration 43Q: 3 clusters Score -1.674174e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 198210 members 
Entering Unmasked Estep 
Score: -16741707.000000 Penalty: 1160.353760
	Iteration 44Q: 3 clusters Score -1.674171e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 199238 members 
Entering Unmasked Estep 
Score: -16741635.000000 Penalty: 1160.353760
	Iteration 45Q: 3 clusters Score -1.674164e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144578 members 
Mstep: Class 2 contains 200367 members 
Entering Unmasked Estep 
Score: -16741609.000000 Penalty: 1160.353760
	Iteration 46Q: 3 clusters Score -1.674161e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -16741593.000000 Penalty: 1160.353760
	Iteration 47Q: 3 clusters Score -1.674159e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 202840 members 
Entering Unmasked Estep 
Score: -16741586.000000 Penalty: 1160.353760
	Iteration 48Q: 3 clusters Score -1.674159e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 204186 members 
Entering Unmasked Estep 
Score: -16741405.000000 Penalty: 1160.353760
	Iteration 49Q: 3 clusters Score -1.67414e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 205694 members 
Entering Unmasked Estep 
Score: -16741302.000000 Penalty: 1160.353760
	Iteration 50Q: 3 clusters Score -1.67413e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 207340 members 
Entering Unmasked Estep 
Score: -16741235.000000 Penalty: 1160.353760
	Iteration 51Q: 3 clusters Score -1.674124e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 209147 members 
Entering Unmasked Estep 
Score: -16741212.000000 Penalty: 1160.353760
	Iteration 52Q: 3 clusters Score -1.674121e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 211169 members 
Entering Unmasked Estep 
Score: -16741209.000000 Penalty: 1160.353760
	Iteration 53Q: 3 clusters Score -1.674121e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -16741106.000000 Penalty: 1160.353760
	Iteration 54Q: 3 clusters Score -1.674111e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 215770 members 
Entering Unmasked Estep 
Score: -16741110.000000 Penalty: 1160.353760
	Iteration 55Q: 3 clusters Score -1.674111e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126530 members 
Mstep: Class 2 contains 218415 members 
Entering Unmasked Estep 
Score: -16741112.000000 Penalty: 1160.353760
	Iteration 56Q: 3 clusters Score -1.674111e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123694 members 
Mstep: Class 2 contains 221251 members 
Entering Unmasked Estep 
Score: -16741220.000000 Penalty: 1160.353760
	Iteration 57Q: 3 clusters Score -1.674122e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 224386 members 
Entering Unmasked Estep 
Score: -16741317.000000 Penalty: 1160.353760
	Iteration 58Q: 3 clusters Score -1.674132e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 227779 members 
Entering Unmasked Estep 
Score: -16741364.000000 Penalty: 1160.353760
	Iteration 59Q: 3 clusters Score -1.674136e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 231493 members 
Entering Unmasked Estep 
Score: -16741444.000000 Penalty: 1160.353760
	Iteration 60F: 3 clusters Score -1.674144e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 235441 members 
Entering Unmasked Estep 
Score: -16741730.000000 Penalty: 1160.353760
	Iteration 61Q: 3 clusters Score -1.674173e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 239635 members 
Entering Unmasked Estep 
Score: -16741981.000000 Penalty: 1160.353760
	Iteration 62Q: 3 clusters Score -1.674198e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 244131 members 
Entering Unmasked Estep 
Score: -16742258.000000 Penalty: 1160.353760
	Iteration 63Q: 3 clusters Score -1.674226e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 249045 members 
Entering Unmasked Estep 
Score: -16742808.000000 Penalty: 1160.353760
	Iteration 64Q: 3 clusters Score -1.674281e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 254428 members 
Entering Unmasked Estep 
Score: -16743370.000000 Penalty: 1160.353760
	Iteration 65Q: 3 clusters Score -1.674337e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 260262 members 
Entering Unmasked Estep 
Score: -16743728.000000 Penalty: 1160.353760
	Iteration 66Q: 3 clusters Score -1.674373e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 266572 members 
Entering Unmasked Estep 
Score: -16744137.000000 Penalty: 1160.353760
	Iteration 67Q: 3 clusters Score -1.674414e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 273230 members 
Entering Unmasked Estep 
Score: -16744685.000000 Penalty: 1160.353760
	Iteration 68Q: 3 clusters Score -1.674468e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 280115 members 
Entering Unmasked Estep 
Score: -16745882.000000 Penalty: 1160.353760
	Iteration 69Q: 3 clusters Score -1.674588e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 287230 members 
Entering Unmasked Estep 
Score: -16746968.000000 Penalty: 1160.353760
	Iteration 70Q: 3 clusters Score -1.674697e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 294333 members 
Entering Unmasked Estep 
Score: -16747869.000000 Penalty: 1160.353760
	Iteration 71Q: 3 clusters Score -1.674787e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 301418 members 
Entering Unmasked Estep 
Score: -16749533.000000 Penalty: 1160.353760
	Iteration 72Q: 3 clusters Score -1.674953e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 308349 members 
Entering Unmasked Estep 
Score: -16751281.000000 Penalty: 1160.353760
	Iteration 73Q: 3 clusters Score -1.675128e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 314869 members 
Entering Unmasked Estep 
Score: -16752927.000000 Penalty: 1160.353760
	Iteration 74Q: 3 clusters Score -1.675293e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 320934 members 
Entering Unmasked Estep 
Score: -16755139.000000 Penalty: 1160.353760
	Iteration 75Q: 3 clusters Score -1.675514e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 326337 members 
Entering Unmasked Estep 
Score: -16757175.000000 Penalty: 1160.353760
	Iteration 76Q: 3 clusters Score -1.675718e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 331030 members 
Entering Unmasked Estep 
Score: -16759372.000000 Penalty: 1160.353760
	Iteration 77Q: 3 clusters Score -1.675937e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 334920 members 
Entering Unmasked Estep 
Score: -16760683.000000 Penalty: 1160.353760
	Iteration 78Q: 3 clusters Score -1.676068e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 337965 members 
Entering Unmasked Estep 
Score: -16760949.000000 Penalty: 1160.353760
	Iteration 79Q: 3 clusters Score -1.676095e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 340144 members 
Entering Unmasked Estep 
Score: -16761291.000000 Penalty: 1160.353760
	Iteration 80F: 3 clusters Score -1.676129e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 341641 members 
Entering Unmasked Estep 
Score: -16761539.000000 Penalty: 1160.353760
	Iteration 81Q: 3 clusters Score -1.676154e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 342674 members 
Entering Unmasked Estep 
Score: -16761714.000000 Penalty: 1160.353760
	Iteration 82Q: 3 clusters Score -1.676171e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 343368 members 
Entering Unmasked Estep 
Score: -16761974.000000 Penalty: 1160.353760
	Iteration 83Q: 3 clusters Score -1.676197e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 343800 members 
Entering Unmasked Estep 
Score: -16762087.000000 Penalty: 1160.353760
	Iteration 84Q: 3 clusters Score -1.676209e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 344077 members 
Entering Unmasked Estep 
Score: -16762112.000000 Penalty: 1160.353760
	Iteration 85Q: 3 clusters Score -1.676211e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 344261 members 
Entering Unmasked Estep 
Score: -16762138.000000 Penalty: 1160.353760
	Iteration 86Q: 3 clusters Score -1.676214e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 344400 members 
Entering Unmasked Estep 
Score: -16762209.000000 Penalty: 1160.353760
	Iteration 87Q: 3 clusters Score -1.676221e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 344484 members 
Entering Unmasked Estep 
Score: -16762256.000000 Penalty: 1160.353760
	Iteration 88Q: 3 clusters Score -1.676226e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344541 members 
Entering Unmasked Estep 
Score: -16762239.000000 Penalty: 1160.353760
	Iteration 89Q: 3 clusters Score -1.676224e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 344584 members 
Entering Unmasked Estep 
Score: -16762251.000000 Penalty: 1160.353760
	Iteration 90Q: 3 clusters Score -1.676225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 344621 members 
Entering Unmasked Estep 
Score: -16762255.000000 Penalty: 1160.353760
	Iteration 91Q: 3 clusters Score -1.676226e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 344656 members 
Entering Unmasked Estep 
Score: -16762269.000000 Penalty: 1160.353760
	Iteration 92Q: 3 clusters Score -1.676227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 344678 members 
Entering Unmasked Estep 
Score: -16762247.000000 Penalty: 1160.353760
	Iteration 93Q: 3 clusters Score -1.676225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344697 members 
Entering Unmasked Estep 
Score: -16762246.000000 Penalty: 1160.353760
	Iteration 94Q: 3 clusters Score -1.676225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344707 members 
Entering Unmasked Estep 
Score: -16762272.000000 Penalty: 1160.353760
	Iteration 95Q: 3 clusters Score -1.676227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344712 members 
Entering Unmasked Estep 
Score: -16762273.000000 Penalty: 1160.353760
	Iteration 96Q: 3 clusters Score -1.676227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 344716 members 
Entering Unmasked Estep 
Score: -16762275.000000 Penalty: 1160.353760
	Iteration 97Q: 3 clusters Score -1.676228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 344721 members 
Entering Unmasked Estep 
Score: -16762279.000000 Penalty: 1160.353760
	Iteration 98Q: 3 clusters Score -1.676228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 344725 members 
Entering Unmasked Estep 
Score: -16762270.000000 Penalty: 1160.353760
	Iteration 99Q: 3 clusters Score -1.676227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 344726 members 
Entering Unmasked Estep 
Score: -16762277.000000 Penalty: 1160.353760
	Iteration 100F: 3 clusters Score -1.676228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 344728 members 
Entering Unmasked Estep 
Score: -16762272.000000 Penalty: 1160.353760
	Iteration 101Q: 3 clusters Score -1.676227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 344729 members 
Entering Unmasked Estep 
Score: -16762280.000000 Penalty: 1160.353760
	Iteration 102Q: 3 clusters Score -1.676228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 344729 members 
Entering Unmasked Estep 
Score: -16762279.000000 Penalty: 1160.353760
	Iteration 103Q: 3 clusters Score -1.676228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 344729 members 
Entering Unmasked Estep 
Score: -16762279.000000 Penalty: 1160.353760
	Iteration 104F: 3 clusters Score -1.676228e+07 nChanged 0
--- Evaluating fit on full set of 1591906 points ---
Entering Unmasked Estep 
Score: -75692944.000000 Penalty: 18843.042969
25->30 Clusters: Score -75692944.000000, best is -75874488.000000

Main iterations: 0 (time per=infms)
Total iterations: 52829 (time per=117.782469ms)
Iterations metric 2: 651644829696.000000 (time per=9.548653ns)
Iterations metric 3: 7818878386176.000000 (time per=795.808525ps)

That took 6222.330078 seconds.
